test(legacy): find a removed modal id passed to showModal and settle the links spec

The removal check also finds an id passed as a string to a ...Modal() call and no
longer reads data-id= as id=. The no-request test waits for the page's own
start-up reads to finish, the sort check compares as the server sorts, and the
kept-flow test checks the added prompt shows in the list.

.github/branch-protection.json

@@ -1,19 +1,16 @@
 {
   "required_status_checks": {
-    "strict": true,
+    "strict": false,
     "contexts": [
-      "py3.10 on ubuntu-latest",
-      "py3.11 on ubuntu-latest",
       "py3.12 on ubuntu-latest",
       "py3.13 on ubuntu-latest",
-      "py3.10 on windows-latest",
-      "py3.11 on windows-latest",
+      "py3.14 on ubuntu-latest",
       "py3.12 on windows-latest",
       "py3.13 on windows-latest",
-      "py3.10 on macos-latest",
-      "py3.11 on macos-latest",
+      "py3.14 on windows-latest",
       "py3.12 on macos-latest",
       "py3.13 on macos-latest",
+      "py3.14 on macos-latest",
       "coverage gate (85%)",
       "black and flake8",
       "frontend modules",

.github/workflows/code-quality.yml

@@ -4,6 +4,7 @@ permissions:
   contents: read
 
 on:
+  merge_group:
   push:
     branches: [main]
   pull_request:
@@ -26,10 +27,10 @@ jobs:
     steps:
       - uses: actions/checkout@v7
 
-      - name: Set up Python 3.10
+      - name: Set up Python 3.12
         uses: actions/setup-python@v7
         with:
-          python-version: "3.10"
+          python-version: "3.12"
 
       - name: Install bandit
         run: pip install bandit[toml]

.github/workflows/test.yml

@@ -4,6 +4,7 @@ permissions:
   contents: read
 
 on:
+  merge_group:
   pull_request:
     branches: [main]
   push:
@@ -26,6 +27,7 @@ env:
 # Measured 2026-10-26 on runs 40257217681 (3be0ada), 40240706568 (fb9134f), 40228167328 (f9835aa):
 #   py matrix, slowest py3.10 on windows-latest: 12m43s / 15m54s / 14m53s -> 27 min
 #     (ubuntu 5m27s-6m27s, macos 6m14s-8m30s, windows 11m42s-15m54s)
+#     3.10 and 3.11 left the matrix and 3.14 joined it in #356; re-measure after three green main runs.
 #   real ComfyUI compatibility: 13m32s / 8m55s / 11m46s -> 24 min
 #   coverage gate (85%): 7m26s / 7m22s / 7m54s -> 15 min
 #   perf budget 30s / 29s / 27s, black and flake8 39s / 37s / 39s,
@@ -39,7 +41,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu-latest, windows-latest, macos-latest]
-        python-version: ["3.10", "3.11", "3.12", "3.13"]
+        python-version: ["3.12", "3.13", "3.14"]
 
     steps:
       - uses: actions/checkout@v7
@@ -62,16 +64,18 @@ jobs:
   comfyui:
     name: real ComfyUI compatibility
     runs-on: ubuntu-latest
+    # Chromium and its system libraries come from the pinned Playwright image (tag = @playwright/test in
+    # tools/vendor/package-lock.json; tests/vendor/browser-image.test.mjs checks it). The runner install
+    # pulled them from Ubuntu's apt mirror on every run, and three runs (#349, #378, #382) crawled at
+    # ~26 kB/s for 11-12 minutes until the job hit its limit after every test had passed.
+    container:
+      image: mcr.microsoft.com/playwright:v1.64.1-noble
+      options: --user 1001
     timeout-minutes: 24
     steps:
       - uses: actions/checkout@v7
         with:
           persist-credentials: false
-      - uses: actions/setup-node@v7
-        with:
-          node-version: "24"
-          cache: npm
-          cache-dependency-path: tools/vendor/package-lock.json
       - name: Read the reviewed runtime pins
         id: runtime
         run: |
@@ -96,21 +100,42 @@ jobs:
           ref: ${{ steps.runtime.outputs.kikoRevision }}
           path: .ci-kikotools
           persist-credentials: false
-      - uses: actions/setup-python@v7
+      # The image's own Python and Node 24: setup-python/setup-node install the runner's toolcache builds,
+      # whose entry points name host paths that do not exist in the container. The image has no ensurepip
+      # and the job has no root, so a checksum-pinned pip wheel bootstraps a user-space venv. The image
+      # Python must be the reviewed host Python, so a pin or image bump that disagrees fails here.
+      - name: Python environment on the reviewed host Python
+        env:
+          PIP_WHEEL: https://files.pythonhosted.org/packages/f3/6e/1736e5b4ae2b778ef2f81c47d797de9f891d4d8acb047a24ca37a60294dd/pip-26.2.1-py3-none-any.whl
+          PIP_SHA256: 71138adf1f4ca900cdb7d289c21b7494329f2332b6d85f0e1c42108c0384ed3e
+          PINNED_PYTHON: ${{ steps.runtime.outputs.pythonVersion }}
+        run: |
+          image="$(python3 -c 'import sys; print("%d.%d" % sys.version_info[:2])')"
+          [ "$image" = "$PINNED_PYTHON" ] || { echo "::error::image Python $image is not the pinned $PINNED_PYTHON"; exit 1; }
+          venv="$RUNNER_TEMP/venv" wheel="$RUNNER_TEMP/pip-26.2.1-py3-none-any.whl"
+          python3 -m venv --without-pip "$venv"
+          curl -fsSL --retry 3 -o "$wheel" "$PIP_WHEEL"
+          echo "$PIP_SHA256  $wheel" | sha256sum -c -
+          "$venv/bin/python" "$wheel/pip" install --no-index --no-cache-dir "$wheel"
+          echo "$venv/bin" >> "$GITHUB_PATH"
+      - run: python --version && node --version && node --version | grep -q '^v24\.'
+      # pip's download cache (torch alone is ~200 MB); inside the container ~ is the job's HOME (/github/home).
+      - name: Cache pip downloads
+        uses: actions/cache@v6
         with:
-          python-version: ${{ steps.runtime.outputs.pythonVersion }}
-          cache: pip
-          cache-dependency-path: |
-            requirements-dev.txt
-            .ci-comfyui/requirements.txt
-            tools/vendor/comfyui-runtime.json
+          path: ~/.cache/pip
+          key: pip-${{ runner.os }}-playwright-v1.64.1-${{ hashFiles('requirements-dev.txt', '.ci-comfyui/requirements.txt', 'tools/vendor/comfyui-runtime.json') }}
       - name: Install CPU runtime and test dependencies
         run: |
-          python -m pip install --upgrade pip
           pip install "torch==${{ steps.runtime.outputs.torchVersion }}" "torchvision==${{ steps.runtime.outputs.torchvisionVersion }}" --index-url https://download.pytorch.org/whl/cpu
           pip install -r .ci-comfyui/requirements.txt -r requirements-dev.txt "torch==${{ steps.runtime.outputs.torchVersion }}" "torchvision==${{ steps.runtime.outputs.torchvisionVersion }}"
+      # npm's download cache, keyed on the lockfile. node_modules itself is still built fresh by npm ci.
+      - name: Cache npm downloads
+        uses: actions/cache@v6
+        with:
+          path: ~/.npm
+          key: npm-${{ runner.os }}-playwright-v1.64.1-${{ hashFiles('tools/vendor/package-lock.json') }}
       - run: npm ci --prefix tools/vendor --ignore-scripts
-      - run: npx --prefix tools/vendor playwright install --with-deps chromium
       - name: Classic and Nodes 2.0 startup and compatibility
         env:
           PM_COMFY_ROOT: ${{ github.workspace }}/.ci-comfyui

.github/workflows/viewerjs-check.yml

@@ -1,6 +1,7 @@
 name: Viewer.js vendor and compatibility
 
 on:
+  merge_group:
   pull_request:
     branches: [main]
   push:

README.md

@@ -1,7 +1,7 @@
 # ComfyUI Prompt Manager
 
 ![License](https://img.shields.io/badge/license-MIT-blue.svg)
-![Python](https://img.shields.io/badge/python-3.10%2B-blue.svg)
+![Python](https://img.shields.io/badge/python-3.12%2B-blue.svg)
 ![ComfyUI](https://img.shields.io/badge/ComfyUI-compatible-green.svg)
 ![Tests](https://github.com/ComfyAssets/ComfyUI_PromptManager/workflows/Tests/badge.svg)
 ![Code Quality](https://github.com/ComfyAssets/ComfyUI_PromptManager/workflows/Code%20Quality/badge.svg)
@@ -483,11 +483,15 @@ If you use [ComfyUI-Lora-Manager](https://github.com/willmiao/ComfyUI-Lora-Manag
 
 Click **Import LoRA Data** in the settings panel to start the import. A progress popup shows real-time status as each LoRA is processed:
 
-- Scans all LoRA directories (including `extra_model_paths.yaml` paths) for metadata
-- Downloads example images from CivitAI as 512px thumbnails
+- Reads LoRA Manager's own settings the way LoRA Manager does: from the folder in `LORA_MANAGER_SETTINGS_DIR`, from the plugin's `settings.json` in portable mode, or from your user config folder, and only the keys that say where its files are
+- Finds each LoRA's metadata in both storage modes: beside the model (the default) or in the central sidecar folder, and imports only LoRAs whose model file still exists in a LoRA folder (the review says how many metadata files it skipped)
+- Links LoRA Manager's preview (including `.preview.webp` and video previews) and every downloaded example image and video where they are, without copying them
+- Downloads example images from CivitAI as 512px thumbnails only for LoRAs that have no local image
 - Creates a prompt entry for each LoRA with trigger words, example prompts, and preview images
 - All imported LoRAs are tagged with `lora-manager` category for easy filtering
 
+The System › Integrations review names the settings it read (source, storage mode and LoRA Manager library) and counts metadata files, LoRAs and LoRAs with local images. If LoRA Manager's settings cannot be used, it says why and nothing is changed.
+
 ![LoRA Results](images/pm-lora-filtered.png)
 
 After import, filter by the `lora-manager` category to browse your LoRA collection.
@@ -929,7 +933,7 @@ node --test tests/js/*.test.js                 # frontend pure modules
 python -m coverage run -m tests.run_suite && python -m coverage combine && python -m coverage report
 ```
 
-CI runs the suite on Linux, Windows and macOS for Python 3.10 to 3.13 with an 85% coverage gate. `python -m unittest discover -s tests` still works; see `TESTING.md` ("Time limits and hangs") for the watchdog. Tests that delete a database file first check that nothing in the process still holds it open (`tests/open_handles.py`), so a connection leak fails on Linux the way it would on Windows.
+CI runs the suite on Linux, Windows and macOS for Python 3.12 to 3.14 with an 85% coverage gate. `python -m unittest discover -s tests` still works; see `TESTING.md` ("Time limits and hangs") for the watchdog. Tests that delete a database file first check that nothing in the process still holds it open (`tests/open_handles.py`), so a connection leak fails on Linux the way it would on Windows.
 
 ### Code Style
 

TESTING.md

@@ -86,6 +86,18 @@ timer that "usually" covers a frame is a race on a loaded runner. Library
 virtualization specs settle with `libraryObservation.settled()` (two consecutive
 frames with no Library frame queued). To look for such races, repeat a spec under
 load (`--workers 8 --repeat-each 10`, and in the image with `--cpus=1` or `2`).
+CPU limits do not reproduce disk-bound timeouts (backup, restore). For those,
+throttle writes in the image: with rootful Docker on a host with cgroup v2, add
+`--device-write-iops /dev/<disk>:20` to the `docker run`, where `<disk>` is the
+whole disk (not a partition) holding Docker's data root, because the test server
+keeps its database in the container's `/tmp`. On a plain partition,
+`lsblk -no pkname "$(df --output=source "$(docker info -f '{{.DockerRootDir}}')" | tail -1)"`
+prints it; on LVM or LUKS, `lsblk -s` walks down to the disk. A spec that waits
+on a timer then fails at its 5 s expect. A spec that waits on the response can
+still fail at the 30 s test timeout when several workers share the throttled
+disk; that means the disk is too slow for the test budget, not that the spec is
+wrong.
+
 On unsupported Linux
 distributions, browser system dependencies may need manual installation. For a
 quick browser run, use `test:workflows -- --project chromium`.
@@ -263,6 +275,77 @@ Start fixing as soon as a failed log shows the cause, but push the fix only afte
 the run for that commit has finished: pull-request runs use `cancel-in-progress`,
 so a push cancels the running jobs and can hide a second failure.
 
+## Background threads at exit
+
+PromptManager's own background threads stop through one package teardown,
+`_stop_background_work()` in `__init__.py` (#301, #302). It runs once and
+works against one 10 s deadline. Each step gets the smaller of its own bound
+and the time left. The steps, in order:
+
+1. Refuse new previews (`refuse_auto_thumbnails()`), then detach the
+   monitor's callbacks (Needs review recorder, preview queue, Images listing
+   listener).
+2. `ImageMonitor.stop_monitoring` works against one 5 s deadline. Closing the
+   image handler joins the image worker; watchdog's `observer.stop()` (not
+   bounded here) and the observer join get what is left, which can be 0 s.
+3. `close_auto_thumbnails(final=True)` stops the preview worker (30 s) and
+   kills ffmpeg.
+4. `PromptTracker.shutdown` stops the prompt cleanup thread (2 s).
+
+A failing step, or a second Ctrl+C, is logged with its traceback and does not
+skip the later steps. A clean run logs one INFO line to PromptManager's log:
+`Background work stopped in 0.4 s: monitor=ok thumbnails=ok tracker=ok`. If
+any part is still running, one WARNING goes to the console:
+`Background work not stopped in time (10.0 s): monitor`. A Ctrl+C that lands
+between two steps (each step catches its own) is re-raised after the result is
+stored, with the parts not reached False, and the `atexit` callback is
+removed: the later steps are skipped, no summary line is logged, and a later
+call returns that result and runs nothing.
+
+ComfyUI never runs aiohttp's `on_cleanup` hooks, because it never calls
+`runner.cleanup()`. So `atexit` is the live host's path. It runs on Ctrl+C
+(`main.py` catches `KeyboardInterrupt` and returns) and on a normal exit.
+The teardown is registered after the execution history hook, so at exit
+(newest first) it runs before the history writer's 2 s dispose.
+It also runs from `on_cleanup` on hosts that do run it (our test servers) and
+from the tests' package unload (`cleanup_package`), and it removes its own
+`atexit` callback. Nothing runs when the process is killed: SIGTERM, a
+ComfyUI-Manager restart through `os.execv`, a closed Windows console, or
+ComfyUI Desktop stopping its server. SQLite's WAL journal covers those.
+
+Stop contract: `PromptTracker.shutdown(timeout)`,
+`ImageGenerationHandler.shutdown(timeout)` (restartable),
+`ImageGenerationHandler.close(timeout)` (final: `schedule()` refuses and a
+sealed run's re-check is dropped) and `ImageMonitor.stop_monitoring(timeout)`
+each signal their thread and join it within the bound. They return True only
+when it ended, and log a warning naming the part when it did not. Called on
+their own thread, they only signal.
+
+Test rules:
+
+- Every test that constructs a real `PromptTracker`, `ImageGenerationHandler`
+  or `ImageMonitor` ends with its final stop and an assertion
+  (`tests/background_stops.py`: `close_handler`, `stop_monitor`,
+  `stop_tracker`). The stop comes before the folder and databases are removed.
+  `tearDown` runs before `addCleanup` callbacks, so a class whose `tearDown`
+  removes files stops the thread there.
+- A test waits for a state through an `Event` set by the code under test, or
+  by a wrapper around it, with a 30 s ceiling. It never sleeps or polls for
+  that state.
+- A test that asserts "still running" first waits for an `entered` event
+  inside the held call, then stops with `timeout=0.05`.
+- A test that asserts a history writer's `dispose()`/`close()` is True right
+  after queuing work drains first (`drain_writer`), or holds the write itself
+  (#370).
+- Patch the module attribute of the code under test (for example
+  `utils.prompt_tracker.time`, or the package's `_clock`), or patch with
+  `wraps=`. Never replace a `time` or `atexit` function for the whole
+  process.
+- `tests/test_package_exit.py` runs a child process that imports the
+  package, leaves the image worker alive and returns. Its `atexit` reporter
+  checks the teardown's result. This is the interpreter path ComfyUI takes
+  after Ctrl+C, on all three OS.
+
 ## Performance budgets
 
 A spec performance budget gets two tests:
@@ -294,6 +377,122 @@ change the budget in the spec with a reason) in a follow-up PR. Never rerun it t
 green. It is not a required check, and it cannot be one while it skips pull
 requests (`.github/branch-protection.json`).
 
+## Images listing cache (#348)
+
+`/prompt_manager/images/output`, `/prompt_manager/gallery/subfolders` and
+`POST /prompt_manager/gallery/rescan` read one shared listing per output root
+(`RootListing` in `py/api/gallery_listing.py`, `_listing` in
+`py/api/images.py`). The tests are `tests/test_gallery_listing.py` (pure
+helpers) and `TestSharedListing` in `tests/test_api_images.py` (routes); they
+hold a walk open with a gated scan instead of sleeping.
+
+- **Single flight.** At most one walk per root runs at a time; every reader
+  that needs that root while it runs waits for it (shielded, so a client that
+  disconnects never cancels it). The walk, the comparison with the previous
+  listing and both folder sets run in the executor (`walk_root`). A walk that
+  finds the same `(path, mtime)` list keeps the previous list object, so the
+  favorites lookup and the sort orders are not rebuilt.
+- **30 s background refresh.** A listing older than `REFRESH_AFTER` (30 s) is
+  served at once and one background walk replaces it. Files added or removed
+  by hand therefore show up one open later than before; Rescan shows them at
+  once.
+- **Blocking invalidation after deletes.** Duplicate cleanup and the legacy
+  duplicate delete still call `invalidate_gallery_cache()`: the listing is
+  dropped and the next read waits for a walk, so a deleted file is never
+  listed. A walk running during the drop is discarded (the record's
+  `generation` outlives every drop); a cold reader gives up with a 500 after 3
+  discarded walks in a row. Thumbnail writes (jobs, conversion, the legacy
+  generate and clear routes) no longer drop the listing: thumbnail URLs are
+  computed per request.
+- **Startup warm-up.** The root `__init__.py` registers
+  `api.warm_gallery_listings` on the host's `on_startup`, which starts one
+  background walk per root, and `api.cleanup_gallery_listings` on
+  `on_cleanup`, which cancels running walks. A warm-up failure never stops
+  startup; the first read retries.
+- **Failures and Rescan.** `walk_root` opens the root with `os.scandir` first,
+  so a deleted or unreadable root fails the walk instead of listing nothing.
+  A failed walk keeps the previous listing, logs one warning per streak of
+  failures and is retried at most once per `REFRESH_AFTER`; a reader with no
+  listing gets a 500. Rescan waits for a walk that started after the click
+  (by walk number, not by clock), Rescans clicked during one walk share the
+  next, and a failed walk is a 500 even when a previous listing exists.
+- **New outputs (added without a walk, PR 2).** The image monitor reports
+  every settled output it accepts (by default `.png .jpg .jpeg .webp .gif`;
+  videos only when their extension is in `monitoring.extensions`), linked or
+  not, with its `realpath`, through `set_output_listener`. On its worker
+  thread the API's `notify_output_settled` only does
+  `loop.call_soon_threadsafe(output_settled, path)`, and does nothing before
+  the loop is known or after `cleanup_gallery_listings`. `output_settled`
+  matches the path against each walk's `resolved_root` (`normcase(realpath)`,
+  computed in the executor; `root_contains` ends the match at a separator
+  and ignores a Windows `\\?\` or `\\?\UNC\` prefix on either side).
+- **The add.** A root with a stored listing and no walk running gets the
+  file added without a walk. `relative_part` slices the path below the
+  root in its own case (Windows compares folded, slices the original);
+  `_run_adds` places the pending files of one root in one executor batch
+  (`_patch_listing`): `_settled_entry` applies the walk's filters
+  (not a symlink or folder by `lstat`, `_name_suffix` in `MEDIA_EXTENSIONS`,
+  no `thumbnails` folder, at most `MAX_SCAN_DEPTH` folders, every folder on
+  the way listable by `os.access`, which on Windows ignores ACLs: a folder
+  whose ACL denies listing is added there and corrected by the next walk). Where names fold case the stored
+  spelling must match first, as the filters compare it: Windows through
+  `nt._getfinalpathname` (its `realpath` keeps the given case when it cannot
+  open the file), macOS through `F_GETPATH` on a non-blocking open (a FIFO
+  never holds the executor); a case-insensitive mount on Linux is not
+  checked and is corrected by the next walk. `insert_entry` builds a new list with
+  the `(Path, mtime)` entry where the walk's newest-first sort puts it,
+  replacing the same path's entry. `add_folder` copies both folder sets. The
+  batch is stored only when no walk started and no drop happened while it
+  ran (a walk started after the report lists the file itself); `walked_at`
+  is untouched, so the 30 s refresh still walks and corrects any drift, and
+  `walk_root` keeps the patched list object when that walk finds the same.
+  Tests compare every added listing with a real walk (`_walked`).
+- **When it walks instead.** The root is marked dirty (`mark_root_dirty`,
+  `_mark_dirty`) when the add cannot be exact: a walk is running (it may have
+  passed the folder: the trailing walk), the path cannot be sliced, the
+  `lstat` or the spelling read fails, the stored spelling differs, another
+  file has the same mtime (a walk orders those by its
+  visit order), the listing is at `MAX_GALLERY_FILES`, or the batch raised.
+  A file the walk's filters exclude is neither added nor walked. A root
+  without a listing, or a dropped one, is walked by its next read. A dirty
+  root gets one background walk, no sooner than `rewalk_interval` =
+  `min(15, max(5, 5 × last walk's duration))` seconds after the previous walk
+  started. `_schedule_walk` never arms a timer while a walk runs (the walk's
+  end re-checks `dirty`: the trailing walk), arms at most one per root and
+  never sooner than 0.5 s, and keeps the earlier deadline when the stale
+  refresh and a dirty root both want one; every walk start (read, Rescan,
+  warm-up or timer) cancels it and forgets the pending adds. A failed walk
+  clears `dirty`; a cancelled walk starts no trailing walk. When the output
+  roots change (`reset_gallery_roots_cache`) every record is `retired`: its
+  timer is cancelled and no add, mark, timer or trailing walk touches it
+  until a reader or the warm-up asks for that root again (the monitor keeps
+  watching a removed root until restart). Tests patch
+  `REWALK_FLOOR`/`REWALK_CAP` and run the pending timer's callback by hand
+  (`_fire`) instead of waiting for it, and hold an add batch in the executor
+  (`_hold_adds`) to race it with a walk, a drop or the cleanup.
+- **Workspace caches after an add.** A patched listing shares every
+  unchanged entry object with the one before it, so `listing_delta` finds
+  the change by identity (a walk builds new tuples and is rebuilt in full,
+  as is any change of more than `MAX_DELTA` entries). The per-file values
+  build only the added files (`_workspace_listed_step`), the newest order
+  places them by bisection (`_newest_step`, only when the per-file cache
+  still holds exactly the values this call built: a page read and the warm
+  build run in executor threads at once, and an order labelled with older
+  values than it holds would add a file twice), the favorites lookup is copied
+  and extended (`_favorite_listing_step`, rebuilt when a key collides), and
+  the other orders, wanted paths and locators rebuild lazily. On a synthetic
+  20,000-file listing a one-file add costs about 3 ms in the executor and
+  15 ms for the warm build, against about 155 ms + 80 ms for a walk and a
+  full build (`test_a_warm_build_after_an_add_builds_only_the_added_values`
+  counts the values built and the sort keys read).
+- **Measuring it.** `tools/vendor/perf/images_load_probe.mjs` is a maintainer
+  tool, never run in CI. After `npm ci --prefix tools/vendor` and
+  `npx --prefix tools/vendor playwright install chromium`, run
+  `node tools/vendor/perf/images_load_probe.mjs http://127.0.0.1:8188` against
+  a running ComfyUI. It prints the time to the first decoded thumbnail, the
+  time to network idle and the 10 slowest requests, from a fresh browser
+  context each run.
+
 ## Windows portability preflight
 
 Before changing paths, SQLite, streams, restore or cleanup:
@@ -546,11 +745,55 @@ with a literal true `strip_newlines` is `replace("\n", "").strip()`;
 (`N` = `inputcount`) after the literal delimiter unless missing or exactly `""`, and
 ignores later inputs. A linked setting is `unsupported-node`; a list output
 (`return_list` true or linked) and `PromptSearchList` are `runtime-value` ("Text is
-decided at run time"), never one list item. Unverified text nodes (LoRAfromText,
-RegexReplace, XYZPrompt, ImpactWildcardProcessor) stay `unsupported-node`. Every
+decided at run time"), never one list item. Every
 intermediate text is length-checked and charged to the scanned-character budget. If
 the table cannot be loaded, graph inspection is `unresolved` ("Inspection node
 semantics are unavailable") and ingestion is unaffected, because it never imports the table.
+Unknown nodes pass through (#381, maintainer-approved 2026-10-27; no per-node
+inventory): an output whose class the table, its `facts`, `lineage` and the code's
+adapters never name is read through, not refused. A `text` input is its text (the
+legacy encoder rule, so RegexReplace or LoRAfromText show their input text), except
+that a string output of a node with a seed input (`seed`, `noise_seed`,
+`sampling_mode.seed`) and no linked `conditioning`/`positive`/`negative` input is
+generated at run time (a language model such as TextGenerate, a wildcard):
+`runtime-value` naming it. Else, at output slot 0 or 1 of a node with a `positive` or
+`negative` input, only `positive` (slot 1, `negative`) is followed, nothing when it
+is not linked; else a linked `conditioning` alone; else every linked input except
+the table's `pass_through.skip_inputs` (core type inputs: model, clip, vae, image,
+latent, ...), each traced with kind `any`. A followed input with no text adds
+nothing; limits and selector choices propagate; another failure (`runtime-value`,
+`composite`, `malformed`) blocks, unless a PromptManager node was reached: this
+repository's own nodes are authoritative, and then only their texts count. One
+distinct text resolves; several make the sampler `ambiguous` "Several prompts reach
+the sampler" with one candidate per distinct outcome, in input order (at most 32,
+else `work-limit`). A PromptManagerPair's execution record is what ran: while its
+inputs are checked against it, a walk through an unknown node that fails, diverges
+or passes text through is unverifiable and never overrides the record. No text
+at all is `unsupported-node` naming the outermost unknown node. An unlisted output
+of a listed class (a sampler, a loader, a lineage node) stays `unsupported-node`, so
+the walk never reads another stage's prompt. `INSPECTION_RESOLVER_VERSION` is 2 for
+this rule; ingestion keeps the default profile (`RESOLVER_VERSION` 1). The legacy
+parity gate (`tests/test_legacy_parity_gate.py`) records, per corpus (the
+generation-params vectors, the inspection parity fixtures, the local resolver golden
+and selection cases, the unknown-node shapes in `tests/unknown_node_graphs.py`),
+every graph whose inspection positive equals the legacy parser's; a graph may join
+that list (`python3 -m tests.test_legacy_parity_gate --write`), never leave it. A graph
+may read differently from legacy only when `LEGACY_WRONG` there states why (legacy's
+first-sampler pick on a branch the file name identifies).
+Saver anchoring (#381): an inspected file's name (`path.name` on the server, the chosen
+file's name locally) anchors an unanchored inspection on the one node whose
+`filename_prefix` (literal, or traced as a string) has a last path part that makes the
+file's stem `<prefix>_<digits>` with an optional trailing `_`. That node's linked inputs
+are walked like a detailer's image ancestry, through any image node, and the listed
+samplers found are the candidates. No match, several matches, a walk that fails or no
+sampler found means no anchor: nothing is guessed and the file stays "several possible
+prompts". Ingestion ignores file names. Shared-conditioning stages: in a sampler's
+latent walk, an earlier sampler reading the very same conditioning links (positive and
+negative, or a guider; compared by node ID text and slot) is the same prompt, not an
+unattributed stage, when it is a plain first stage: not a detailer, no prompt override
+set, and no listed sampler in its own latent ancestry (else it stays unattributed) (`tests/test_resolver_saver_anchor.py`, shapes in
+`tests/saver_anchor_graphs.py` from the maintainer's `gpu_unlock_bench`, dataset and
+ANIMA runs; browser parity through the `anchor-*` cases, which carry `__file_name`).
 
 `tools/inspection_corpus.py --root DIR --out JSONL [--workers N] [--baseline JSONL]
 [--summary TXT] [--code TREE]` measures a media folder read-only against the #240
@@ -1002,7 +1245,8 @@ Recorded deviations on this page (spec §8):
   `#bulkbar` shows "N selected" and only the real actions in the concept's order (Add
   tags, then D85's Auto-tag selected, Set category, Export metadata, Clear). Add to
   collection waits for collections; "Remove links…" is dropped. (Amended by #249 PR D:
-  Add tags ships, see "Bulk tagging from the selection bar".) The selection survives Load more and
+  Add tags ships, see "Bulk tagging from the selection bar"; #392 adds range, keyboard,
+  touch and "all N matching" selection, see "Selecting many images", D135.) The selection survives Load more and
   bounded re-mounting and is cleared whenever the collection is replaced (search,
   category, sort, Filters, source change, rescan, reload). A return to Images restores
   the saved collection unreplaced and keeps its selection; a full page reload starts
@@ -1376,8 +1620,8 @@ targets of the longest legal path (1024 code points, even escaped as `\uXXXX`) f
   Its fields show the server's defaults (`GET /prompt_manager/autotag/models`, the
   D91 Suggestions count included) once that read lands; Start waits for it. A model
   the status lists as not downloaded keeps Start `aria-disabled` and
-  `#tag-generation-status` says "<model> is not downloaded. Download it from the
-  legacy Auto-tag page." (the server's own sentence), so no job starts only to fail.
+  `#tag-generation-status` says "<model> is not downloaded. Download it in System ›
+  Auto-tagging." (the server's own sentence), so no job starts only to fail.
   Start validates the fields as Generate does (native validity; nothing is sent).
   The concept comparison (`images-concept.spec.mjs`) uses the concept page itself as
   the oracle, with Add to collection and Remove links… removed and a copy of its Add
@@ -1440,6 +1684,9 @@ targets of the longest legal path (1024 code points, even escaped as `\uXXXX`) f
     unchanged, `-` skipped and `!` error.
   - The progress line is the scan's: "Processing file N of M · about X min left", the
     estimate (D56's `_time_left`) shown once two files are done, each file one batch.
+    An ended job never keeps it: its status line becomes "<Add tags | Auto-tag>
+    <finished | cancelled> · N files processed" (or the storage-restored sentence),
+    pinned by `test_an_ended_job_shows_no_time_left` (#379 live check).
   - Download report saves `prompt-manager-image-tags-<YYYYMMDD-HHMM>.json`.
   - The start toasts are "Tagging started." / "Auto-tagging started." (D85); the end
     toasts follow the design's pattern with the job's counts, as the scan's: "<title>
@@ -1476,6 +1723,65 @@ busy". Units:
 | Copy without a concept line: no tags, start fallbacks, the panel heading | D118 |
 | Activity item and job view for image tagging jobs | D89 (plan D66) |
 
+### Selecting many images (#392)
+
+**D135** (beyond the concept, which draws only the per-card checkbox): Images selects
+like a file manager, in Grid, List (where the concept hides the checkbox) and Masonry,
+over every loaded batch. The selection is a set of image keys in display order, so
+ranges include cards that bounded rendering has unmounted.
+
+- Clicking a checkbox toggles it, and that image becomes the anchor. Ctrl/Cmd+click
+  anywhere on a card (image, star, Info, Tag) also toggles it and makes it the anchor;
+  nothing opens, inspects or changes the favorite.
+- Shift+click on a card selects the range from the anchor to it. Shift+click on a
+  checkbox gives its range the box's new state, so it can clear a range. The anchor
+  stays where it is. Without an anchor, the clicked image becomes the anchor.
+- In the grid, Ctrl/Cmd+A selects every loaded image; in the search box it keeps its
+  text meaning. Shift+Arrow, Shift+Home and Shift+End move focus as the plain keys do,
+  then select from the anchor (the starting card when there is none) to the new card.
+  Escape in the grid clears the selection. Escape in the bar clears it too, and focus
+  moves to the heading, as after Clear.
+- Touch: a 500 ms long-press (at most 10 px of movement) selects the card and turns on
+  touch selection mode. The context menu during the press and the click after it are
+  swallowed, and the card has no image callout. Taps then toggle cards until the
+  selection is empty. A keyboard Enter or Space keeps its plain meaning.
+- A plain click keeps its meaning: the image opens the viewer, and Info inspects.
+- When every loaded image is checked and the listing has more, the bar offers
+  **Select all N matching** right after the count. Pressing it gives **All N matching
+  selected**: later batches arrive checked, and unchecking any image goes back to the
+  loaded images minus that one. Clear, Escape, and a new search, filter, sort or rescan
+  end it. A refresh after a tag save keeps it. Return visits keep the loaded images,
+  and the offer shows again.
+- In that mode, Add tags and Auto-tag selected start the `image-tags` job with
+  `filter` (the listing's own query as an object: `q`, `subfolder`, `category`,
+  `tags`, `root`, `media`, `sort`, `favorites`, and with a Source the loaded root's
+  `root_scope`) instead of `targets`. The server resolves the filter at start, in
+  listing order, using the listing's own admission code (`_admitted_entries`). That
+  means "all matching" when the action starts: an output written since then that
+  matches is included. A `root_scope` that no longer names its root (the sources were
+  renumbered) answers 409 `source-changed`. The limit is 10,000 images (`MAX_LISTING_SELECTION`).
+  Over the limit, the client toasts "Narrow the view to at most 10,000 images." and the
+  server answers 400 `too-many-images`. No match is 400 `no-images`. Auto-tag in this
+  mode does not offer Review each image, because the review walks images in the
+  browser. Set category posts `{images_filter, category}` to `/prompt_manager/bulk/category`.
+  The server sets the category on the distinct linked positives and answers
+  `prompt_count` and `skipped`. A listing whose `positive_count` is 0 toasts the
+  nothing-linked sentence and opens no dialog, and over 10,000 matches it toasts the
+  limit sentence. Export metadata reads every image in
+  the browser, so it is `aria-disabled` in this mode, and its `title` says why.
+
+Tests: `tests/browser/workspace-images.spec.mjs` ("Shift+click selects a range across
+an appended batch in Grid, List and Masonry", "Ctrl/Cmd+click toggles a card without
+opening it, and a plain click still opens the viewer", "Ctrl/Cmd+A, Select all N
+matching and Add tags tag every matching image on the server", "Shift+arrow keys extend
+the selection from the focused card, and Escape in the bar clears it", "a touch
+long-press starts selection mode, taps then toggle, and an empty selection ends it");
+units `tests/js/workspace-images-multiselect.test.js`,
+`tests/js/workspace-images-tagging-bulk.test.js` ("all matching sends the listing
+filter instead of targets"), `tests/js/workspace-images-state.test.js`
+(`listingFilter`); Python `tests/test_image_tag_jobs.py` (`TestFilterStart`) and
+`tests/test_api_workspace_images.py` (`TestListingFilterSelection`).
+
 Native image tagging (#249 PR B routes, PR C UI): `POST
 /prompt_manager/image-annotations/observe` (capture one listed file, its saved set and
 `tag_revision`), `GET`/`DELETE /prompt_manager/image-annotations/capture/<token>`
@@ -2459,7 +2765,8 @@ the connection's `total_changes` is 0 at close and the data reads back unchanged
 `-shm` bytes are not compared: every WAL reader rewrites its read marks there, so no
 reader can keep it byte-identical (`test_health_check_never_writes`).
 
-Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–D114; D121–D131 assigned):
+Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107, D109–D110 and D111–D114; D121–D134 assigned). D94,
+the per-section hand-off panel, was retired by S12 (#329): every section is native.
 
 - **D92** (shell): no "Sample configuration" chip. The Save status is truthful: "No
   unsaved changes.", "Unsaved changes.", "Saved in this browser." / "Saved to the server
@@ -2491,9 +2798,6 @@ Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–
   "N output sources" with "Monitoring and enrichment share one source list.", prefixed
   by "M of N configured sources available." or "None configured is available; ComfyUI's
   output folder is used." when that is the case.
-- **D94** (all sections): a section not delivered yet shows the hand-off panel "Your
-  current tools are ready" with a link to each legacy tool that still owns it (the
-  plan's legacy coverage table); retired section by section, gone after S12.
 - **D95** (health report): the concept's `health-check` dialog titled "Health report",
   with no sample note. It lists every check in the server's order: Integrity check,
   Foreign keys & pair references, Canonical hashes, Pair uniqueness (added), Missing
@@ -2524,7 +2828,7 @@ Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–
 - **D123** (Maintenance): the concept's Maintenance notice
   ("Check first. Review changes. Then apply." + Run health checks) was delivered ahead of
   the rest of Maintenance (S2), as the native place that runs the health check; since S7
-  the section's two surfaces follow it and its D94 hand-off is gone. A press shows "Checking…" (`aria-disabled`) and opens the report; a
+  the section's two surfaces follow it and its hand-off panel is gone. A press shows "Checking…" (`aria-disabled`) and opens the report; a
   failed check toasts "The health check could not finish. Nothing was changed."
 - **D97** (Appearance): added rows for the legacy gallery settings the concept leaves
   out, after its own rows: "Show image details on cards" (`showImageInfo`; off hides a
@@ -2645,6 +2949,11 @@ Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–
   and the media hashes, `GET /__test__/system/digest`). `plan dialogs match the concept`
   (system-maintenance-concept.spec, both themes and sizes) compares each of the four
   operations' dialogs with the concept's, mapped by these values only.
+  S12 (#329): the `rotated_logs` plan (Diagnostics & logs › Review log cleanup, `h3`
+  "Rotated log copies") changes no library record: its Backup reads "Not needed: no
+  library record changes" (`backup.policy: "none"`), it has no D55 backup box, and its
+  `details` reads "Listed files (N)" (`a plan without a database change reads Not needed
+  and shows no backup box`, `rotated_logs details read Listed files`).
 - **D101** (Maintenance, S7): Duplicate image files → Find duplicates starts the
   duplicate search (Activity, D111); its job view adds "Review groups" after Download
   report once it finished with groups. The concept's `duplicates` dialog ("Review
@@ -2869,6 +3178,122 @@ Recorded deviations (plan D60–D75, D79–D82 renumbered D92–D107 and D111–
   dialog on that scope. Pinned by the thumbnail dialog comparison (mapped) and its
   mutation check (system-concept.spec) and `the thumbnail row counts outdated previews`
   (workspace-system.spec).
+- **D132** (Auto-tagging, S11, #328, OQ1/OQ5/OQ6/OQ10): "Tagging model" (`#tag-model`)
+  lists the four real engines in the concept's order, each `<label> · <size_label>` from
+  `GET /prompt_manager/autotag/models` ("WD14 SwinV2 · ~400 MB", "WD14 ViT · ~400 MB",
+  "GGUF JoyCaption · ~4.5 GB", "HuggingFace JoyCaption · ~16 GB"; GGUF takes the
+  concept's "Ollama" slot, as D61 does). Its description is the chosen engine's live
+  status instead of the concept's design note: "Loading model status…" (the select is
+  disabled until the read answers), "Model status could not be read.", "Not downloaded.
+  Download size <size>.", "Downloaded. Not loaded.", "Downloaded and loaded." or "Partly
+  downloaded. Download again to finish." (GGUF with one of its two files). The concept's
+  two simulated job buttons are "Download" ("Download again" for an engine on disk),
+  which starts the `model_download` Activity job and opens it, and "Unload", a direct
+  `POST /autotag/unload` with a toast ("<label> unloaded.") and a fresh status read,
+  enabled only while a model is loaded; a busy model's refusal reads "The tagging model
+  is busy: <operation>. Try again when it finishes.". "Preview tagging review" opens the
+  Tag image dialog for the image selected in Images with the section's current model and
+  values; it is `aria-disabled` without a selection (the D115 sentence "Select an image
+  in Images first.") or with an invalid value (the toast names the setting); a saved
+  engine the section does not know reads "The saved tagging model is not one of these
+  engines. Choose one and save preferences.". A part-downloaded GGUF offers "Download
+  again"; an Unload that found nothing loaded only reads the status again. At phone width
+  the concept's 120px select cap cuts every engine label, so `#tag-model` alone keeps its
+  natural width there and its row wraps the select under the text (`workspace.css`
+  `/* D132 */`); Existing tags stays as the concept draws it, cut at 390 as there. The
+  comparison maps `selectsFit` only for the engine select and measures each row's
+  `flexWrap` and whether its control sits under the text. Pinned by `auto-tagging matches
+  the concept` (both themes and sizes), `auto-tagging at 390 wraps only the engine row`,
+  `auto-tagging engine select fits at 320 wide` and the mutation check (it includes a
+  wrapped row) (system-tagging-concept.spec), and the model, Download, Unload and Preview
+  tests of workspace-system-tagging.spec.
+- **D133** (Auto-tagging, S11): a "Suggestions per image" row (`#tag-suggestions`,
+  number 1–100, host key `autotag_suggestion_limit`) follows the two confidence rows:
+  the persisted count the Tag image dialog's Suggestions field (D91) starts from. Pinned
+  by the comparison's mapping (it inserts the row) and `defaults save through Save
+  preferences and the Tag image dialog uses them`.
+- **D134** (Auto-tagging, S11, OQ2/OQ3/OQ7/OQ8; amended by #379): an `.operation` "Tag
+  output images" with "Review" follows `.row-actions`: the per-image batch (#379), whose
+  description reads "Tag each output image from its own pixels with the model above.
+  Prompts are not changed. Review the scope first.". Review is
+  `aria-disabled` (the press explains) while the chosen engine is not downloaded or a
+  value it uses is invalid; otherwise it posts `/autotag/batch/preview` with the drafted
+  engine and policy (read-only) and opens "Review tag output images" in the concept's
+  record-changing review (its `maintenancePlan` shell): `h3` "Tag output images", the
+  `dl.meta-grid` Model, Existing tags, Images, Already auto-tagged, Images to tag
+  ("about N"), Time, Settings ("General <g> · Character <c>" or "Template of N
+  characters", then " · up to L tags per image" with the preview's saved
+  `suggestion_limit`) and Backup, the estimate sentence ("Nothing is written until you
+  start. The number to tag is an estimate: images changed since they were tagged are
+  tagged again, and missing files are skipped. Activity reports what was tagged.") in the
+  `p.small`, the D55 backup box and Cancel / "Start tagging", which starts the
+  cancellable `autotag` job and opens it. Time (DEC11) is `m = max(1,
+  ceil(estimate_seconds / 60))` read "about m min" under 90 and "about H h M min" (or
+  "about H h") from 90, followed by " on a processor; a graphics card can be faster."
+  or, when the preview says WD14 runs on CUDA, " on the graphics card."; the language
+  models read "Language-model engines take longer per image. Activity shows the time
+  left once tagging starts.". The option label "Skip already tagged" is the concept's;
+  for this batch it skips images already auto-tagged (hand tags do not count). Replace
+  after review, a model not on disk, a short disk, no image and nothing to tag each show
+  the rows with only Cancel and the reason ("Replacing tags needs a review of each
+  image. Use Preview tagging review, or choose Skip or Merge for a batch run.", "The
+  output folders contain no images to tag.", "Every output image is already
+  auto-tagged.", "Not enough free disk space: the safety backup needs about X MB and Y
+  MB is free. Nothing is written until there is room.") in the close-only review
+  Integrations shares (`openCloseOnlyReview`). Pinned by
+  `tag output images review matches the concept`, its mutation check and `the
+  Cancel-only review matches the concept review shell` (system-tagging-concept.spec) and
+  the batch tests of workspace-system-tagging.spec; the mutation check renames each grid
+  label in turn.
+- **D109** (Logs, S12, #329): the concept's Logs surface on the live server. The toolbar
+  keeps "Level", Refresh and the download (renamed "Download log": the active log,
+  `/logs/download/prompt_manager.log`, through the api client), with all six minimum
+  levels (All levels, DEBUG, INFO, WARNING, ERROR, CRITICAL; the concept has three) and an
+  added `label` "Lines" + `input#log-limit[type=number]` 1–500 (default 100): a value that
+  is not a whole number 1–500 after trimming gets `aria-invalid` and sends nothing, a
+  Level change included. The `pre` shows the in-memory buffer newest first as `HH:MM:SS
+  LEVEL message` ("No log entries at this level." / "The log could not be read."); a
+  newer read wins. Added after it, `p.small#log-stats[role=status]` "Log statistics":
+  "N entries in memory · E errors · W warnings · F files · S on disk" (errors are ERROR +
+  CRITICAL, singular for 1, links not counted). "Runtime log level" adds CRITICAL after
+  the concept's INFO, WARNING, DEBUG, ERROR; it and "Console logging" are runtime drafts
+  saved by Save preferences (`POST /logs/config`, only the changed keys) and read the
+  server's values; their descriptions say "Applied until the server restarts." (the
+  concept's say a gallery toggle is replaced and output stays quiet). Inside "Log files &
+  retention", after the concept's line ("prompt_manager.log · <size> · rotated copies:
+  N", N the `rotated` rows) and Review log cleanup (D100's `rotated_logs` plan): a
+  `p.small` "Rotates at M MB · keeps K rotated copies · file logging on|off · memory
+  buffer B entries" (read-only), an `.operation-list` of `/logs/files` (`h3` name, `p`
+  "<size> · <YYYY-MM-DD HH:MM> · Active log | Rotated copy | Other file | Link, not
+  downloaded", "Download" named "Download <name>" except for a link), and the danger
+  `.operation` "Clear all logs" / "Empty the active log and delete its rotated copies." /
+  "Clear all logs…", which confirms ("Empties prompt_manager.log, deletes N rotated
+  copies (S) and clears the lines shown here. The other files in the log folder are
+  kept. This cannot be undone."), runs `POST /logs/truncate`, toasts "Logs cleared · N
+  rotated copies deleted." (plus " · K could not be deleted") and reads the viewer,
+  statistics, files and configuration again. Pinned by workspace-system-diagnostics.spec's
+  Task 5 and Task 6 tests.
+- **D110** (Diagnostics, S12, #329): the concept's Diagnostics surface with live values.
+  The `div.meta-grid` `dd`s read one `GET /system/diagnostics`: Database "Readable ·
+  <size> · N images" or "Not readable: <message>"; Sources "N sources · M watching", "N
+  sources · K not available", or with none configured "ComfyUI output folder · watching
+  | manual scan"; Viewer.js "<pinned version> · pinned vendor". Host renderers is D106's
+  renderer line from the send bridge. Each reads "Loading…" first, "Busy: <job> is
+  running." when an exclusive job refuses the read (D57's naming) and "Could not be
+  read." on any other failure. Run checks opens the shared Health report (D95). The
+  buttons drop the concept's "sample": "Download diagnostic report" saves a fresh report
+  plus `host_renderers` as `prompt-manager-diagnostics-YYYYMMDD-HHMM.json` (local time)
+  and toasts "Diagnostic report downloaded." ("Busy: <job> is running. Try again when it
+  ends." / "The diagnostic report could not be downloaded. Nothing was saved to this
+  device."); "Inspect" opens `#/inspect`, which reads a file and writes nothing. An added
+  `.operation` "Test image link" / "Write a placeholder image record to check that
+  linking works." / "Create test link…" keeps the legacy synthetic link (S12-11): it
+  reads the most recent prompt on mount (`aria-disabled` with "Add a prompt first." or
+  "The most recent prompt could not be read." added to the description), confirms in
+  "Create test link" naming the prompt and how Missing-file links removes the record,
+  and toasts "Test link created (image record N)." or "The test link could not be
+  created. Nothing was changed.". Pinned by workspace-system-diagnostics.spec's Task 4
+  tests.
 - **D124** (inspector): with "Load metadata on selection" off, the Images panel and
   the viewer's details show "Metadata loads when you ask for it." and a "Load metadata"
   button instead of reading the file. The concept has no such state, so no concept
@@ -3243,7 +3668,9 @@ workflow (README changelog).
 ### LoRA reference import contract (#221, #249 System S10)
 
 The LoRA import is staged (`py/lora_import.py`): discover the LoraManager
-`*.metadata.json` files and fingerprint them (path, size, modification time); stage each
+`*.metadata.json` files and fingerprint every scanned one, kept or skipped (path, size,
+modification time and whether it was kept, #362; a skipped sidecar added, removed or edited
+after the review refuses Start with `plan-changed`, `test_start_refused_when_a_skipped_sidecar_changed`); stage each
 record (CivitAI example images go into the image cache first, best effort, counted in
 `downloaded` / `download_errors`; each image is written to a temp file beside its cache
 entry and moved in place, so a half-written image is never seen as cached); the files are
@@ -3294,20 +3721,411 @@ refused while a restore runs; the review is a request lease ("LoRA import review
 accepts the optional `expected_revision`. LoraManager detection also searches every
 `custom_nodes` folder ComfyUI registers through `folder_paths` (#144), main folder first.
 
+**Where LoraManager keeps its files (#355).** `py/lora_manager_layout.py` repeats
+LoraManager's rules without importing it (`tests/test_lora_manager_layout.py`). The
+settings file is `<LORA_MANAGER_SETTINGS_DIR>/settings.json`, else the plugin's own
+`settings.json` when portable mode is on (`LORA_MANAGER_PORTABLE` `1`/`0` decides, other
+values are ignored; otherwise the JSON value `use_portable_settings: true`), else
+`platformdirs.user_config_dir("ComfyUI-LoRA-Manager")`. It is read as UTF-8, at most 5 MB,
+and only seven keys are kept (`SETTINGS_KEYS`); a missing file means LoraManager's
+defaults. Discovery: in `alongside` mode every LoRA root is searched and a sidecar is kept
+when `<base>.safetensors` exists beside it; in `centralized` mode only the sidecar root is
+searched and a sidecar is kept when its `file_path` exists inside a LoRA root (unparseable
+ones are skipped by name). `lora_files` counts the metadata files seen, `with_metadata`
+the kept, readable LoRAs and `skipped` the rest. Media per LoRA, without repeats: the
+preview (`preview_url`, else LoraManager's `PREVIEW_EXTENSIONS` order), then every file in
+`<example-images root>[/<library>]/<sha256>/` in natural order; a leading video yields to the
+first still. A file counts only with a servable extension and inside the guarded media
+roots. Only an absolute `preview_url` is used; a relative one is skipped with a DEBUG line
+naming the sidecar. A sidecar that is not valid UTF-8 JSON is skipped like any unreadable
+one (#362). CivitAI downloads run only for a LoRA without local media; a record's
+images are linked in reverse order, so its first image (the cover) is the newest link and
+the card image. The folder guard keeps a folder from the settings, and each of ComfyUI's
+default LoRA folders (`models/loras`, `extra_model_paths.yaml`, `folder_paths`), only when
+it exists and is neither a filesystem root (`/`, `C:\`, a UNC share root) nor the home
+folder or a folder that contains it (realpath + `normcase`); a refused default folder that
+exists is listed in the layout's `refused_defaults` and logged as one warning each time the
+refused set changes (`RefusedDefaultsTests`). An unusable layout (no install, unreadable /
+non-JSON / non-object / oversized settings, no `platformdirs`, a missing or refused
+centralized sidecar root, "the sidecar folder is a filesystem root, the home folder or a
+folder that contains it") gives a review without a token ("LoraManager settings: not
+usable: <reason>. Nothing was changed."), a legacy scan error with that reason, the default
+LoRA roots for serving (no example-images root), and trigger words from the default roots
+in alongside mode. A folder discovery cannot list answers the review with 500, code
+`folder-unreadable` ("A LoRA folder could not be listed (...). Nothing was changed.").
+`TriggerWordCache.load` never raises: an `OSError` is a warning, anything else is logged
+with its traceback (#362), both keep the previous map, and a running node retries a failed
+load only after 60 s (`TRIGGER_RETRY_SECONDS`). `tests/run_suite.py` and `tests/browser/server.py` point
+`LORA_MANAGER_SETTINGS_DIR` at a disposable folder, so no test reads the developer's real
+LoraManager settings; tests that call `load_layout` inject their own folder too.
+
+**Linked-only gate and the layout cache (#362).** While the integration is on, the LoRA
+allow-list (`ImagesMixin._lora_image_dirs`) is the layout's `media_roots` plus the CivitAI
+download cache, and `_media_roots(outputs)` appends it after the output folders for Library
+previews, the Library prompt detail, the per-prompt images page, `serve_output_image` for a
+root past the outputs, `inspect_image` and `reveal_image`. Under such a root only a file the
+database records as a linked image is served, inspected or revealed (`_linked_only_error`,
+by its given and its real path); anything else answers 403. Library responses mark that
+media `linked_only`: no preview file, no favorite, no Tag button. The allow-list's layout
+comes from `py/lora_layout_cache.py` (`tests/test_lora_layout_cache.py`, which injects the
+clocks, `stat` and `ntpath` and never sleeps): one entry keyed by the stripped configured
+path, reused while the plugin settings file's and the settings file's `(st_mtime_ns,
+st_size)` (or "missing") are unchanged, the install and every media root still resolve to
+themselves (a folder swapped for a symlink reloads and the guard runs again), and the entry
+is under `MAX_AGE_SECONDS` (30 s, monotonic clock) old. A load is stored only when no
+watched file was modified within `RACY_SECONDS` (3 s) of the load (git's racy rule: a write
+during the load, LoraManager's in-place write, FAT/HFS+ coarse times), every watched file
+could be checked (any `stat` error but not-found, and an offline Windows share, is "cannot
+validate"), the settings were readable, and no `clear()` ran meanwhile (generation
+counter). Hits take no lock; concurrent misses each load. A finished import (System job or
+legacy scan, both through `replace_lora_imports`) clears it. The integration-off check runs
+before it, and the configured-path rule (a configured path that is not an install under
+`custom_nodes` adds no folders) on its result; a hit also needs the same home folder, which
+the guard compares against. `serve_image` builds the allow-list in the
+executor. The cache writes one INFO line, "LoraManager layout changed: <source> settings,
+<mode> storage, <n> media folders", when a stored layout differs from the last one logged.
+The review, Start, the legacy scan and the trigger cache read the layout fresh. Image route
+tests clear the per-process cache in `ImageRouteCoverageCase.setUp`; `write_settings` in
+`TestLoraManagerMediaServing` back-dates its file 10 s so the first load is stored.
+
 `tests/browser/workspace_integrations_fixture.py` (`/__test__/integrations/*`) makes a fake
 LoraManager install and LoRA folder under the server's temp root, holds or fails the
 import, saves a blocking pair and answers CivitAI downloads with a stub opener, so no
 test reaches the network.
 
 ```sh
-python3 -m unittest tests.test_lora_import tests.test_api_lora tests.test_lora_database \
-  tests.test_lora_utils -v
+python3 -m unittest tests.test_lora_layout_cache tests.test_lora_manager_layout \
+  tests.test_lora_import tests.test_api_lora tests.test_lora_database tests.test_lora_utils \
+  tests.test_api_images -v
 node --test tests/js/workspace-system-integrations.test.js tests/js/prompt-bridge-adapter.test.js
 npm run --prefix tools/vendor test:workflows -- workspace-system-integrations.spec.mjs \
   system-integrations-concept.spec.mjs \
   --project chromium --project touch --project firefox --project webkit
 ```
 
+### Auto-tagging contract (#328, #249 System S11)
+
+System › Auto-tagging (`web/js/workspace/system-tagging.mjs`, D132–D134) edits one
+server-side tagging configuration, `autotag.defaults` in config.json: `model_type`
+(`wd14-swinv2`, `wd14-vit`, `gguf`, `hf`), `existing` (`skip`, `merge`,
+`replace_after_review`), `general_threshold` and `character_threshold` (0–1 in
+steps of 0.05, #369),
+`template` (non-blank, at most 4,000 characters and 16 KiB) and `suggestion_limit`
+(1–100). They are host drafts (`autotag_model_type`, `autotag_existing`,
+`autotag_general_threshold`, `autotag_character_threshold`, `autotag_template`,
+`autotag_suggestion_limit`) saved by the one Save row through `POST
+/prompt_manager/settings` with `expected_revision`; a bad value is refused with a 400
+naming the setting by its row label ("General-tag confidence must be between 0 and
+1."), nothing is written, the Save row shows that sentence (`invalid-setting`, set by
+`settingRefusal` in system.mjs only for a save that carried `autotag_*` keys; every
+other section's plain 400 keeps the generic status) and the control is highlighted.
+The template's limit counts code points, as Python's `len` does. A hand-edited bad value
+falls back to its default on load, one key at a time. Every page shows the thresholds in
+steps of 0.05 (the System rows, the Tag image dialogs, the legacy sliders), so a saved
+threshold off that grid is refused ("General-tag confidence must be a multiple of
+0.05.", `validate_saved_threshold`; `draftProblem` holds back Preview tagging review and
+the batch Review with the same sentence) and falls back on load; an accepted one is
+stored exactly on the grid (#369). A per-request threshold keeps its own check: `/image-annotations/suggest` and
+`/jobs/autotag` take 0–1; the legacy `/autotag/start` passes its options through
+`validate_options` and starts the `autotag` job titled "Tag output images (legacy page)";
+the legacy `/autotag/single` only requires a number. `GET /autotag/models` reports the
+saved values (`wd14_general_threshold`, `wd14_character_threshold`, `suggestion_limit`,
+`default_prompt`, `model_type`, `existing`), so the Tag image and Auto-tag selected
+dialogs start from them; a preset (the bulk review, Preview tagging review) wins.
+
+`GET /prompt_manager/autotag/models` reads the disk in the executor, never loads or
+downloads a model and carries no absolute path: per engine `name`, `label`,
+`size_label`, `description`, `size`, `downloaded`, `loaded` (GGUF also `model_exists`,
+`mmproj_exists`), plus `model_loaded` and `loaded_model_type`. Opening the section
+makes exactly one such read per mount (`entering the section makes no model call
+besides status`).
+
+One model gate (`py/model_gate.py`) covers download, unload, both batches, the legacy
+single-image tag, Generate suggestions and Auto-tag selected. A refusal is `409
+model-busy` with `operation`, the holder's label: the download job's title, "Tag output
+images", "Tag output images (legacy page)", "Tagging one image (legacy page)",
+"Unloading the tagging model", "Auto-tag selected images", "Generate suggestions", else
+"Another tagging operation". `ApiError.operation` keeps it (only on `model-busy`).
+
+- **Download**: `POST /prompt_manager/jobs/model-download {model_type}` starts the
+  `model_download` job (202), title "Tagging model download · <label>", admission
+  `read`, not cancellable, indeterminate (Activity's generic held view: no Cancel, a
+  `<progress>` without a value), holding the gate until it ends. A second download is
+  `409 busy`; the legacy SSE route attaches to the same job and keeps its frames.
+- **Unload**: `POST /prompt_manager/autotag/unload` answers `{success, message}` or
+  `409 model-busy`.
+- **Tag output images** (per image since #379; prompt tags and prompt text are never
+  written): its targets are every still image the output folders list (the Images
+  listing of each root, linked to a prompt or not; videos are not targets; a file under
+  two overlapping roots is one target). `POST /prompt_manager/autotag/batch/preview
+  {model_type, existing}` writes nothing and opens or stats no image file (it may wait
+  for the shared listing walk); it answers `images`, `already_tagged` (images with any
+  auto-tagged byte record), `to_tag` (`images − already_tagged` under Skip, `images`
+  under Merge; both estimates), `estimate_seconds` (WD14: `to_tag` × 1.6 s on the
+  processor or × `WD14_GPU_SECONDS_PER_IMAGE` when ONNX Runtime offers CUDA, see
+  `py/tagging_defaults.py`; `null` for GGUF and HF), `estimate_device` (`cpu`, `gpu`,
+  or `null`), `suggestion_limit` (the saved count the run uses), `model {type, label,
+  size_label, downloaded}`, `existing`, `review_required`, `backup {policy}` and
+  `disk`. `POST
+  /prompt_manager/jobs/autotag {model_type, existing, options}` (WD14: both thresholds;
+  GGUF/HF: `instructions`, the template) starts the cancellable `autotag` job (202),
+  title "Tag output images", admission `records`, a safety backup by the policy first.
+  The job runs the `image-tags` loop (`_tag_each_file`) on each image: a capture, at
+  most `suggestion_limit` model tags, a re-hash, then a union into that image's tags
+  that also marks its bytes auto-tagged (`media_image_autotags`, one row per byte
+  record; an empty result and an unsupported still are marked too; File changed, File
+  not found, Too large to verify, read, inference and tag-limit errors are not). Phases,
+  each checked for Cancel: backup, model load, listing ("Listing output images…"), a
+  pre-pass that stats each file without opening it (gone: "File not found", over 256
+  MiB: "Too large to verify", under Skip a marked current record: "Already
+  auto-tagged"; counted with `record_counted`, rows up to the cap, no log line each),
+  then the loop ("Processing file {k + n} of {T}", the time left from the model's own
+  rate, D56 unchanged). It ends "Tagged N images", "Cancelled. Tags already added were
+  kept.", or failed with "Prompt storage was restored; start the job again.", "The
+  output folders could not be listed. Try again." or the model's refusal.
+  Refusals: `400 review-required` (Replace after review never runs as a batch), `409
+  model-unavailable` ("<label> is not downloaded. Download it in System ›
+  Auto-tagging."), `507 insufficient-space`, `409 busy`, `409 model-busy`. The section
+  toasts `model-busy` with its operation, the other three with the server's sentence,
+  `busy` with the running job (D57), anything else "<what> could not start. Try again.".
+  Outcomes: Tagged / Unchanged / Skipped / Errors (the `image-tags` descriptor, D111).
+  `tests/test_autotag_batch.py` pins it, including two images of one prompt getting
+  different tags with no `prompts` or `prompt_tags` row changed; the marks' schema group
+  is pinned by `tests/test_autotag_schema.py` (forward-only: one empty `WITHOUT ROWID`
+  table, optional in old backups, refused without the annotation group).
+
+- **The legacy pages (#379, PR 2)** write image tags, never prompt tags.
+  `POST /autotag/start` (the admin and gallery batch) reads `model_type`, `prompt`,
+  `skip_tagged` (Skip or Merge), `keep_in_memory` and the thresholds (else the saved
+  ones), checks them with `validate_options` (WD14: both thresholds; GGUF/HF:
+  `instructions` = the non-blank `prompt`, else the saved template; the saved
+  "Suggestions per image") and starts the `autotag` job "Tag output images (legacy
+  page)" (gate owner `legacy-batch`) through the native start, so the safety backup and
+  the disk check apply. A second legacy batch answers JSON 409 `{success: false, error:
+  "Auto-tagging is already running"}` (also when another legacy start wins the race past
+  that check); `SseStream` hands a non-2xx JSON `error` to `onerror` as `serverMessage`,
+  which both pages show instead of "Connection lost during auto tagging". Any other refusal (a job in the way: "<title>
+  already running", `model-unavailable`, `insufficient-space`, `model-busy`, a bad
+  option) is one `{type: "error", status: "error", message}` frame. The stream relays
+  the job: the phases as `{type: "progress", progress: 0 | 5 | 8, status: "Taking a
+  safety backup…" | "Loading model…" | "Listing output images…"}`, each image as
+  `{type: "progress", progress: 10 + progress × 85 / 100, status, processed, tagged,
+  skipped}` (at most every 0.5 s; `processed` = Tagged + Unchanged + Errors), and the end
+  as `complete` (`processed`, `tagged`, `skipped`, `errors`, `skipped_outside_roots: 0`,
+  `status` "Complete" or "No still images found", `model_status`, `model_loaded`),
+  `{type: "cancelled", message: "Cancelled. Tags already added were kept."}` or an
+  `error` frame with the job's status line. A job quiet for 5 s repeats its last frame,
+  and a closed stream cancels the job (the legacy pages have no other stop).
+  `POST /autotag/single` takes `existing` (`"skip"` or `"merge"`, default merge). Under
+  Skip, an image whose current bytes are auto-tagged answers `{success, already_tagged:
+  true, image_tags, prompt_id, filename}` after one stat, without the model gate.
+  Otherwise the image is captured and the model runs on the capture under the gate with
+  the saved cap; the answer adds `tags`, `sha256` (the captured bytes) and `image_tags`,
+  and `service.custom_prompt` is never set. Refusals: `409 model-unavailable`, `413
+  too-large`, `404 file-not-found`, `409 file-changed`, `503 busy`, `415 not-a-still`
+  (the image is marked), `409 model-busy`. `POST /autotag/apply` takes exactly
+  `{image_id, sha256, tags}` or `{path, root_index?, sha256, tags}` (64 KiB), re-hashes
+  the file and unions the tags into that image (`add_image_tags`, marked): `{success,
+  added_tags, total_tags}`; an empty list only marks the image. A body with `prompt_id`
+  is `400` "This page is out of date. Reload it."; a changed file `409 file-changed`
+  ("The image changed since its tags were generated."); a full set `409 tag-limit`; a
+  restore `409 storage-changed`. The admin review asks each image with Skip first: an
+  auto-tagged one shows "Image Already Auto-tagged" / "A tagging model already tagged
+  this image. Generate new tags?" with its image tags (Skip, Skip All Tagged, Re-tag asks
+  again with Merge); the gallery review always merges. Apply & Next sends the image and
+  its `sha256` (linked or not). The batch copy: "Skip images already auto-tagged",
+  "Auto tagging complete! Tagged N images." ("1 image"), and under both progress bars
+  "Closing this window stops tagging. Tags already added are kept. Prompt Manager's
+  Activity page shows the time left.". Pinned by `tests/test_autotag_legacy.py`,
+  `tests/js/image-helpers.test.js` and `legacy-autotag.spec`.
+- **Tag image dialog marks (DEC4).** A save after Generate suggestions ran on that
+  capture marks the image auto-tagged (also a replayed save, and a saved retry after
+  `tag-conflict`); a save without Generate does not. The API keeps the suggested capture
+  tokens; each new one drops the tokens whose capture is gone (`expires_in`, which never
+  resets a capture's idle clock), a release or a saved receipt drops its own, and
+  closing the captures clears them (`TestDialogMarks`).
+
+No browser test downloads or runs a model: the injected `TestModel` answers, its
+`download_model` raises unless `/__test__/tagging/download {mode: hold | succeed |
+fail}` installs a fake that waits on a fixture event, and every tagging reset releases
+it. Every workspace-system-tagging test asserts no `/autotag/download/` request.
+Changing the routes or `py/config.py` needs a ComfyUI restart; the section itself is
+HTML, CSS and JS only.
+
+### Logs and diagnostics contract (#249 System S12)
+
+System › Diagnostics & logs (`web/js/workspace/system-diagnostics.mjs`, D109–D110)
+reads and deletes only through the routes below; the legacy admin Logs and Diagnostics
+modals use the same routes and keep working.
+
+- **Rule R** (`utils/logging_config.py`): a file may be deleted as a rotated copy only
+  when it is a direct entry of the log folder named `prompt_manager.log.<n>` (`<n>` a
+  decimal integer ≥ 1 with no leading zero, compared after `normcase`) and a regular
+  file that is not a link or junction (`lstat`). Every other entry is `active`, `link`
+  or `other` and is never deleted. `/logs/files` rows carry that `kind`; links are listed
+  with their own `lstat` size and are not counted or sized by `/logs/stats`. A download
+  is served only for a regular, non-link file of the folder (a link, a folder or a name
+  not listed is 404), read off the event loop.
+- **Reviewed cleanup**: `POST /maintenance/preview {operation: "rotated_logs", options:
+  {}}` lists every rotated copy (basenames, size and time) and writes nothing; `POST
+  /maintenance/apply {token}` starts the `maintenance` job "Rotated log copies"
+  (admission `read`, not cancellable). Under the manager's files lock and every file
+  handler's lock it re-scans; when any listed file is missing, no longer rotated or
+  differs in size, `mtime_ns` or a non-zero inode, it deletes nothing and fails
+  `plan-changed` ("The log files changed since the review; nothing was deleted. Review
+  again.", Activity offers Review again). Otherwise it deletes exactly the listed files;
+  each is a Changed row ("Deleted · <size>"), a file that cannot be removed an Errors
+  row. Two Prompt Manager processes sharing one log folder are not locked against each
+  other: each file's identity is checked just before its unlink.
+- **Clear all logs** (`POST /logs/truncate`, also the admin page's Clear) empties the
+  active log through its handler, deletes the rotated copies (Rule R) and clears the
+  buffer; other files and links are kept. Response keys are unchanged.
+- **Runtime settings** (`GET/POST /logs/config`): the level (DEBUG…CRITICAL) and console
+  logging apply until the server restarts; the retention values are shown read-only in
+  the workspace and the API keeps accepting them.
+- **Report** (`GET /system/diagnostics`): built on the server from an explicit list of
+  fields (version, Python, platform, Viewer.js version, the four legacy checks, database
+  info, source counts, log configuration and statistics, the session's health summary
+  and the non-path configuration with `has_civitai_api_key`). Every path is relative to
+  a ComfyUI anchor or reads "outside ComfyUI"; a backstop scrub replaces any absolute
+  path or the saved key and counts it in `redacted`, which the tests require to be 0. It
+  takes a registry lease (409 `busy` while an exclusive job such as a restore runs).
+- **Compressed downloads**: the gzip middleware drops a handler's declared
+  `Content-Length` before it compresses a body, so the response declares the compressed
+  length. A stale length made a browser wait for bytes that never came: the log download
+  of any file over 1 KB hung (`test_compressed_body_declares_its_own_length`).
+
+The browser server writes its logs into `<server root>/logs`
+(`tests/browser/workspace_diagnostics_fixture.py`), whose hooks seed records with fixed
+times, rotated copies, a link (POSIX) and a user's `.bak`, and roll the copies over; no
+test reads or deletes a real log folder.
+
+`tests/browser/system-diagnostics-concept.spec.mjs` compares the section and its log
+cleanup review with the concept (dark and light, 1600x1100 and 390x844, no page scroll;
+both selects show their whole option at 320 wide). The fixture's `{mode: "concept"}` seed
+reproduces the concept's Logs sample: only its four buffer lines, a 1.4 MB active log with
+three rotated copies and console logging off, so those values are compared as the concept
+prints them. `mapDiagnosticsConcept` applies only D109 and D110, and `mapCleanupConcept`
+D100 (the shared `mapPlanConcept`) with D109's rule for this plan (no backup box, "Not
+needed: no library record changes", "Listed files"). The mutation check asserts that the
+unmapped difference is exactly the deviated paths. The comparison found that the Database
+line read `database_info.size_bytes`, a key the report does not have, so it always said
+"0 bytes"; it reads `database_size_bytes`, the key `get_database_info()` returns.
+
+### Legacy System capability coverage
+
+Every System capability of the legacy admin and gallery pages has an owner (#249 System
+S12, #329). Status is `covered` (a native control replaces it), `kept in legacy` (it stays
+on the legacy page, which keeps working) or `approved removal` (a ruling retired it). Native
+control is `` `<section>` · <role> · "<accessible name>" ``, `<section>` a System hash id
+and `<role>` one of button, combobox, switch, slider, spinbutton, textbox, group, status or
+term, followed by ` · in "<row title>"` when several rows of the section share the name.
+Every `covered` row names one, except the rows in `CONTROL_EXEMPTIONS`
+(`tools/vendor/legacy-coverage.mjs`), each with its reason: today only "Gallery per-image
+auto-tag / review", which the Images selection bar owns, not a System section. A row that
+is not `covered` names none (`—`). Test is the exact title of a test that runs, then its
+file. Anchors are line numbers on `main` at this PR.
+
+`tests/vendor/legacy-coverage.test.mjs` fails on a row with any of these problems:
+- no owner, or a status outside the three;
+- a malformed Native control cell;
+- a covered row without a control (unless exempt), or a control on a row that is not
+  covered;
+- a test title its file does not declare: `test(` or `it(` (`.only` and `.slow` count),
+  or a `def test_` at function or method indentation;
+- a title whose test is only declared with `.skip`, `.fixme` or `.fail`.
+
+A title that appears only in a comment or a Python docstring does not count. CI running
+those tests green is what proves them. `every covered legacy System capability has its
+native control` (workspace-system.spec) opens each covered row's section and finds the
+control by role and accessible name, inside its row when the cell names one. The shared
+"Review plan" of the per-operation review row and the Sources "Refresh" of the monitoring
+list stay unscoped: any row's control proves them.
+
+| Capability | Legacy anchor | Owner | Status | Native control | Test |
+| --- | --- | --- | --- | --- | --- |
+| Image scan directories add/remove | `admin.html:377–390`; `admin.js:200,1273–1323` | S4 Sources | covered | `sources` · button · "+ Add source" | Add source validates on the server, then marks the host draft dirty; Save persists (workspace-system-sources.spec.mjs) |
+| Currently monitoring list + Refresh | `admin.html:392–400`; `admin.js:1032` | S4 Sources | covered | `sources` · button · "Refresh" | watching only with a live observer; restart pending otherwise (workspace-system-sources.spec.mjs) |
+| Monitoring enabled | `py/config.py:212,248` | S4 Sources | covered | `sources` · switch · "Watch for new outputs" | Watch for new outputs saves monitoring_enabled; a restart applies it (workspace-system-sources.spec.mjs) |
+| Search results auto-hide `result_timeout` | `admin.html:407–412` | S3 Appearance | covered | `appearance` · spinbutton · "Node search auto-hide (seconds)" | host fields round-trip through /settings with revision (workspace-system.spec.mjs) |
+| Web UI display mode | `admin.html:414–422` | S3 Appearance | covered | `appearance` · combobox · "Open from ComfyUI" | host fields round-trip through /settings with revision (workspace-system.spec.mjs) |
+| Infinite scrolling default | `admin.html:424–430`; `admin.js:689–727` | Legacy prompt list (README continuous browsing); read-only in the report | kept in legacy | — | shouldLoadMore asks for the next page only near the bottom with pages left (list-state.test.js) |
+| Worker threads | `admin.html:437–445` | S4 Sources | covered | `sources` · slider · "Worker threads" | worker range max is cpu_count (workspace-system-sources.spec.mjs) |
+| LoraManager badge, enable, path, trigger words, CivitAI key, clear key | `admin.html:448–490`; `admin.js:1052–1156` | S10 Integrations | covered | `integrations` · switch · "LoraManager integration" | LoRA rows show detected / enabled / cache-loaded separately (workspace-system-integrations.spec.mjs) |
+| LoRA data import with progress | `admin.html:492–498,517–541`; `admin.js:1157` | S10 Integrations | covered | `integrations` · button · "Review import" | Review import shows replacement, blocked items and network effects with the backup box; Start opens the job (D107) (workspace-system-integrations.spec.mjs) |
+| Statistics | `admin.html:159`; `admin.js:1627` | S2 Overview | covered | `overview` · button · "Explore" | statistics dialog lists runs by category and library totals (workspace-system.spec.mjs) |
+| Export components JSON `/export` | `admin.html:163`; `admin.js:1607`; `py/api/prompts.py:238` | S9 Backup & export | covered | `backups` · button · "Export all prompts JSON" | Export JSON downloads /library/export; secondary buttons download all prompts (/export) and /pairs/export (D103) (workspace-system-backups.spec.mjs) |
+| Saved pairs export | `py/api/pairs.py:84` | S9 Backup & export | covered | `backups` · button · "Export saved pairs JSON" | Export JSON downloads /library/export; secondary buttons download all prompts (/export) and /pairs/export (D103) (workspace-system-backups.spec.mjs) |
+| Library export | `py/api/library.py:223` | S9 Backup & export | covered | `backups` · button · "Export JSON" | Export JSON downloads /library/export; secondary buttons download all prompts (/export) and /pairs/export (D103) (workspace-system-backups.spec.mjs) |
+| Diagnostics run | `admin.html:171,659`; `admin.js:1984` | S12 Diagnostics | covered | `diagnostics` · button · "Run checks" | Run checks opens the shared Health report (workspace-system-diagnostics.spec.mjs) |
+| Synthetic image-link test | `admin.html:662`; `admin.js:2101` | S12 Diagnostics | covered | `diagnostics` · button · "Create test link…" | Create test link confirms first and names the prompt (workspace-system-diagnostics.spec.mjs) |
+| Maintenance cleanup_duplicates, vacuum, cleanup_orphaned_images, prune_orphaned_prompts | `admin.html:692–748`; `admin.js:1834` | S6/S7 Maintenance | covered | `maintenance` · button · "Review plan" · in "Duplicate prompt text" | Apply reviewed operation closes, toasts, opens the job in Activity (workspace-system-maintenance.spec.mjs) |
+| Maintenance check_hash_duplicates, check_consistency | `admin.html:692–748`; `admin.js:1834` | S2 Health report (Maintenance notice, D123) | covered | `maintenance` · button · "Run health checks" | Run health checks opens Health report and updates metric 4 (workspace-system.spec.mjs) |
+| Maintenance statistics (database info) | `admin.html:692–748`; `admin.js:1834` | S12 Diagnostics | covered | `diagnostics` · term · "Database" | meta-grid shows real database and source status, the pinned Viewer.js version and the host renderers (workspace-system-diagnostics.spec.mjs) |
+| Maintenance select all / clear all / run | `admin.html:754–762`; `admin.js:1822–1833` | S7 per-operation review | covered | `maintenance` · button · "Review plan" | plan dialog shows the server's scope, protected, backup policy and media lines with the backup box (D100); Cancel writes nothing (workspace-system-maintenance.spec.mjs) |
+| Prompt cleanup `/cleanup` | `py/api/admin.py:620` | S6/S7 Maintenance | covered | `maintenance` · button · "Review plan" · in "Duplicate prompt text" | test_duplicate_prompts_plan_counts_the_legacy_groups (test_maintenance_plans.py) |
+| Database backup | `admin.html:179,824`; `admin.js:2139,2454` | S9 Backup & export | covered | `backups` · button · "Back up" | Back up downloads through the api client and revokes the object URL (D103) (workspace-system-backups.spec.mjs) |
+| Restore from file | `admin.html:183,616–642`; `admin.js:2177–2248` | S8/S9 Backup & export | covered | `backups` · button · "Review restore…" | Review restore stages the chosen file and shows the real summary with the backup box (D105) (workspace-system-backups.spec.mjs) |
+| Metadata scan with progress, cancel, pill | `admin.html:187,805–865`; `admin.js:2336–2500` | S4 Sources | covered | `sources` · button · "Review scan" | Review scan opens the shared Review metadata scan with all sources (workspace-system-sources.spec.mjs) |
+| Rescan-required notice + dismiss | `admin.html:1367–1410`; `admin.js:991–1011` | S4 Sources | covered | `sources` · button · "Later" | notice Later persists the 3.2.0 dismissal (pm_update_notice_dismissed) without scanning (workspace-system-sources.spec.mjs) |
+| View logs with level and limit | `admin.html:195,885–907,974`; `admin.js:2579–2641` | S12 Logs | covered | `diagnostics` · combobox · "Level" | level filter is minimum-level over all six choices (workspace-system-diagnostics.spec.mjs) |
+| Log statistics | `admin.html:921–941`; `admin.js:2512` | S12 Logs | covered | `diagnostics` · status · "Log statistics" | log statistics show entries, errors, warnings, files and size (workspace-system-diagnostics.spec.mjs) |
+| Log files list and download | `admin.html:910,982–985`; `admin.js:2545,2642,2679` | S12 Logs | covered | `diagnostics` · button · "Download log" | each listed file downloads by its returned name and a link has no Download (workspace-system-diagnostics.spec.mjs) |
+| Clear/truncate logs | `admin.html:915`; `admin.js:2704` | S12 Logs | covered | `diagnostics` · button · "Clear all logs…" | Clear all logs states both counts, confirms first and reads everything again (workspace-system-diagnostics.spec.mjs) |
+| Rotated-log cleanup (new, #329) | — | S12 Logs | covered | `diagnostics` · button · "Review log cleanup" | Review log cleanup lists only rotated copies and keeps the rest (workspace-system-diagnostics.spec.mjs) |
+| Set log level (incl. CRITICAL), console logging | `admin.html:948–966`; `admin.js:2530,2729` | S12 Logs | covered | `diagnostics` · combobox · "Runtime log level" | runtime level (including CRITICAL) and console logging save and say they apply until the server restarts (workspace-system-diagnostics.spec.mjs) |
+| Log file_logging / max_file_size / backup_count / buffer_size | `py/api/logging_routes.py:56,285–299` | S12 Logs (read-only) | covered | `diagnostics` · group · "Log files & retention" | each listed file downloads by its returned name and a link has no Download (workspace-system-diagnostics.spec.mjs) |
+| Auto-tag model list with status | `admin.html:1095–1148`; `admin.js:3641` | S11 Auto-tagging | covered | `tagging` · combobox · "Tagging model" | model options are the four real engines with size and the description shows live status (workspace-system-tagging.spec.mjs) |
+| Auto-tag model download | `admin.html:1413–1438`; `admin.js:3680–3747`; `gallery.js:3412` | S11 Auto-tagging | covered | `tagging` · button · "Download" | Download starts the job and Activity shows it without Cancel (workspace-system-tagging.spec.mjs) |
+| Unload model | `gallery.js:3480` | S11 Auto-tagging | covered | `tagging` · button · "Unload" | Unload is enabled only while a model is loaded, and a held gate's refusal names the operation (workspace-system-tagging.spec.mjs) |
+| Tag template, WD14 thresholds, already-tagged mode | `admin.html:1150–1198`; `admin.js:3748` | S11 Auto-tagging | covered | `tagging` · combobox · "Existing tags" | defaults save through Save preferences and the Tag image dialog uses them (workspace-system-tagging.spec.mjs) |
+| Batch auto-tag output images | `admin.html:191,1210,1279–1318`; `admin.js:3748–3840` | S11 Auto-tagging | covered | `tagging` · button · "Review" | Tag output images reviews the images, tags each one and never a prompt (#379) (workspace-system-tagging.spec.mjs) |
+| Batch review loop | `admin.html:1206,1218–1364`; `admin.js:3841–4172` | S11 + image-tagging plan | covered | `tagging` · button · "Preview tagging review" | Preview tagging review opens the Tag image dialog for the selected image (workspace-system-tagging.spec.mjs) |
+| Gallery per-image auto-tag / review | `gallery.html:601,605`; `gallery.js:3506,3674–3753` | Image-tagging plan (selection bar) | covered | — | Auto-tag selected with Apply automatically runs a job with the chosen model, thresholds and suggestion count (workspace-tagging-bulk.spec.mjs) |
+| Gallery thumbnail generation | `gallery.js:1852,1967` | S5/S7 | covered | `sources` · button · "Review options" · in "Thumbnail generation" | Start closes the dialog, toasts, and opens the job in Activity (workspace-system-sources.spec.mjs) |
+| Clear server thumbnails | `gallery.js:2175–2192` | S7 Maintenance | covered | `maintenance` · button · "Review options" · in "Thumbnail cache" | Thumbnail cache opens the S5 dialog (workspace-system-maintenance.spec.mjs) |
+| Browser cache clear | `gallery.js:2194–2207` | S7 Maintenance | covered | `maintenance` · button · "Review plan" · in "Metadata cache" | Metadata cache reviews and clears only owned browser entries when there are some (D102) (workspace-system-maintenance.spec.mjs) |
+| Refresh file listing | `gallery.js:2209` | S4 Sources | covered | `sources` · button · "Refresh" · in "Refresh files" | Refresh files calls /gallery/rescan and toasts its counts (workspace-system-sources.spec.mjs) |
+| Duplicate image scan, review, delete | `gallery.js:2234–2577` | S6/S7 Maintenance | covered | `maintenance` · button · "Find duplicates" | Find duplicates starts a job; its view links Review groups; Keep radios build a duplicate_files plan (D101) (workspace-system-maintenance.spec.mjs) |
+| Default view mode, image quality | `gallery-settings.js:26–27` | S3 Appearance | covered | `appearance` · combobox · "Default layout" | defaults apply to a new visit but not to the current view or a saved view (workspace-system.spec.mjs) |
+| Auto-load metadata, cache metadata, show file paths | `gallery-settings.js:31–33` | S3 Appearance | covered | `appearance` · switch · "Load metadata on selection" | metadata off shows an explicit load and loads once on request (workspace-system.spec.mjs) |
+| Video autoplay, mute, loop | `gallery-settings.js:40–42` | S3 Appearance | covered | `appearance` · switch · "Autoplay videos" | video defaults reach the viewer (workspace-system.spec.mjs) |
+| Image info on cards; sidebar collapsed | `gallery-settings.js:30,34` | S3 Appearance | covered | `appearance` · switch · "Show image details on cards" | added rows reach their consumers (workspace-system.spec.mjs) |
+| Reset gallery settings | `gallery.js:1813` | S3 Appearance | covered | `appearance` · button · "Reset" | reset restores defaults without touching other keys (workspace-system.spec.mjs) |
+| Lazy loading | `gallery-settings.js:25` | Legacy gallery (native always lazy) | kept in legacy | — | a legacy gallery Save keeps the workspace keys and every other stored key (gallery-settings.test.js) |
+| Results per page / grid columns / paged mode | `gallery-settings.js:28–29,35` | README continuous browsing | approved removal | — | numeric strings from <select> values are accepted and columns are clamped (gallery-settings.test.js) |
+| Startup thumbnail prompt | `gallery-settings.js:38–39`; `gallery.js:2578` | README; Overview thumbnail row | approved removal | — | thumbnail row reflects the status endpoint (workspace-system.spec.mjs) |
+| Client debug output `debugMode` | `gallery-settings.js:36` | Legacy gallery (S12-10) | kept in legacy | — | a legacy gallery Save keeps the workspace keys and every other stored key (gallery-settings.test.js) |
+| API timeout `apiTimeout` | `gallery-settings.js:37` | Legacy gallery (S12-10; read by no request) | kept in legacy | — | defaults are a complete, sane settings object (gallery-settings.test.js) |
+| config.json-only keys | `py/config.py:212–234,722–739`; `py/api/diagnostics_report.py:185` | S12 report (read-only) | covered | `diagnostics` · button · "Download diagnostic report" | test_report_lists_config_only_keys (test_api_diagnostics_report.py) |
+
+### Legacy System UI removed by S13
+
+System S13 (#330) points the legacy pages' System buttons at native System (a link that
+opens `workspace#/system/<id>` in a new tab) and removes the legacy copy of a capability
+only when its row above is `covered`. One row per removed capability: Capability is the
+exact Capability cell of its coverage row, Page is `admin` or `gallery`, Removed ids and
+Removed methods list what went (`—` for none), and Native test copies that row's Test
+cell. An id that stays on a System link is not listed, only its handler.
+
+`tests/vendor/legacy-coverage.test.mjs` fails when a row cites a capability that is not
+`covered` or copies another test, when an id or method is listed twice for one page, or
+when a listed id is still on its page (`id="…"` in the markup or the script, a
+`getElementById`/`querySelector('#…')` lookup, an entry of a modal-id list) or a listed
+method is still defined or called (`.name(`). A deletion listed nowhere is caught by the
+kept-flow tests (`kept admin flows still work` in `legacy-system-links.spec.mjs` and the
+legacy page workflows), not by this check.
+
+| Capability | Page | Removed ids | Removed methods | Native test |
+| --- | --- | --- | --- | --- |
+| Diagnostics run | admin | `#diagnosticsModal`, `#runDiagnosticsBtn`, `#diagnosticsContent` | `showDiagnosticsModal()`, `closeDiagnostics()`, `runDiagnostics()`, `renderDiagnostics()` | Run checks opens the shared Health report (workspace-system-diagnostics.spec.mjs) |
+| Synthetic image-link test | admin | `#testImageLinkBtn` | `testImageLink()` | Create test link confirms first and names the prompt (workspace-system-diagnostics.spec.mjs) |
+| View logs with level and limit | admin | `#logsModal`, `#logLevel`, `#logLimit`, `#refreshLogsBtn`, `#logsContainer` | `showLogsModal()`, `closeLogs()`, `refreshLogs()`, `displayLogs()` | level filter is minimum-level over all six choices (workspace-system-diagnostics.spec.mjs) |
+| Log statistics | admin | `#logStatsTotal`, `#logStatsErrors`, `#logStatsWarnings`, `#logStatsLevel`, `#logStatsSize` | `loadLogStats()`, `formatBytes()` | log statistics show entries, errors, warnings, files and size (workspace-system-diagnostics.spec.mjs) |
+| Log files list and download | admin | `#downloadLogsBtn`, `#logFilesList` | `loadLogFiles()`, `downloadLogs()`, `downloadLogFile()` | each listed file downloads by its returned name and a link has no Download (workspace-system-diagnostics.spec.mjs) |
+| Clear/truncate logs | admin | `#clearLogsBtn` | `clearLogs()` | Clear all logs states both counts, confirms first and reads everything again (workspace-system-diagnostics.spec.mjs) |
+| Set log level (incl. CRITICAL), console logging | admin | `#updateLogConfigBtn`, `#setLogLevel`, `#consoleLogging` | `loadLogConfig()`, `updateLogConfig()` | runtime level (including CRITICAL) and console logging save and say they apply until the server restarts (workspace-system-diagnostics.spec.mjs) |
+
 ### Browser cache ownership (#222)
 
 The legacy gallery's Clear cache used to delete every localStorage key starting `pm_` or
@@ -3702,8 +4520,17 @@ impact and command receipts report `image_count` / `images` /
 `(size, mtime_ns)` equals its verified fingerprint; an in-place rewrite that
 preserves both keeps the old set matching until the file is next observed. The
 Images Tags filter (a file matches when every tag is on its linked positive or
-its current image tag set) and `q` search stream the tagged records once and
-stat only the listed files whose records carry a filter tag or a `q` hit; the
+its current image tag set) and `q` search find their candidates through the tag
+index (#379), never by streaming every image tag row: `image_tag_ids` reads the
+tag names that tag at least one image (an `EXISTS` on `idx_media_image_tags_tag`)
+and keeps a name when it equals a Tags filter tag exactly or contains `q`
+case-folded; `image_tag_locators` reads the files carrying those ids (`tag_id IN`,
+500 ids a chunk). Only the listed ones among them are stat'ed, and only their
+current records count; a linked positive's prompt tags still combine with the
+image tags under a Tags filter. `test_indexed_candidates_equal_the_full_stream`
+compares the lookup with the old full stream (kept in the test as the reference)
+and `test_tag_search_reads_image_tags_only_by_tag_id` traces every statement; the
+
 inspector's `image_tags` facet (`current` / `none` / `unavailable`) uses the
 inspection's own stable stat (`tests/test_api_workspace_images.py`
 `TestWorkspaceImageTags`, `tests/test_api_prompt_inspector.py`). The

__init__.py

@@ -22,22 +22,21 @@ Features:
 - Comprehensive logging and diagnostics
 """
 
-import re
+import atexit
+import threading
+import time
 from pathlib import Path
 
 
 def get_version():
-    """Parse version from pyproject.toml"""
+    """Parse version from pyproject.toml (``utils/version.py``)."""
+    from .utils.version import project_version
+
     try:
-        pyproject_path = Path(__file__).parent / "pyproject.toml"
-        if pyproject_path.exists():
-            content = pyproject_path.read_text()
-            match = re.search(r'version\s*=\s*["\']([^"\']+)["\']', content)
-            if match:
-                return match.group(1)
+        root = Path(__file__).parent
     except Exception:
-        pass
-    return "unknown"
+        return "unknown"
+    return project_version(root)
 
 
 from .prompt_manager import (  # noqa: E402
@@ -72,6 +71,12 @@ NODE_DISPLAY_NAME_MAPPINGS = {
 # are served by our own routes instead (see py/api).
 WEB_DIRECTORY = "web/comfy"
 
+# Parts the package teardown stops (``_stop_background_work``). Each stays None
+# when its start-up block below fails, and the teardown skips it.
+api = None
+_global_prompt_tracker = None
+_global_image_monitor = None
+
 # Add API routes (same pattern as ComfyUI_Assets)
 try:
     # Set extension URI
@@ -89,8 +94,6 @@ try:
     api.add_routes(routes)
     # Temp files of preview writes a crash interrupted (#317), off the
     # import path: the walk may cover a large thumbnails folder.
-    import threading
-
     threading.Thread(
         target=api.sweep_thumbnail_temps,
         name="PromptManagerPreviewTempSweep",
@@ -100,6 +103,11 @@ try:
     if host_app is not None and hasattr(host_app, "on_cleanup"):
         host_app.on_cleanup.append(api.cleanup_history_reads)
         host_app.on_cleanup.append(api.cleanup_annotation_captures)
+        host_app.on_cleanup.append(api.cleanup_gallery_listings)
+    if host_app is not None and hasattr(host_app, "on_startup"):
+        # Build each output root's Images listing once the server's loop runs,
+        # so the first open does not wait for the walk (#348).
+        host_app.on_startup.append(api.warm_gallery_listings)
     if host_app is not None and hasattr(host_app, "on_shutdown"):
         # Open Needs review change streams end before the server waits on them.
         host_app.on_shutdown.append(api.close_review_events)
@@ -136,25 +144,16 @@ try:
 
     # The Needs review pass for ambiguous new outputs runs through the API's
     # capture store (the one the scan and the Tag dialog use): a linked output
-    # is never queued and its pending items leave the queue. It stops before
-    # that store is closed at shutdown.
-    _review_api = globals().get("api")
-    if _review_api is not None:
-        _global_image_monitor.set_review_recorder(_review_api.record_review_file)
+    # is never queued and its pending items leave the queue. The package
+    # teardown detaches it before that store is closed at shutdown.
+    if api is not None:
+        _global_image_monitor.set_review_recorder(api.record_review_file)
         # Every settled output's preview is queued for the API's background
         # worker (#249): the workspace never asks to generate thumbnails.
-        _global_image_monitor.set_thumbnail_queue(_review_api.queue_capture_thumbnail)
-        _review_host = getattr(config.server_instance, "app", None)
-        if _review_host is not None and hasattr(_review_host, "on_cleanup"):
-
-            async def _stop_review_recording(
-                app, monitor=_global_image_monitor, api=_review_api
-            ):
-                monitor.set_review_recorder(None)
-                monitor.set_thumbnail_queue(None)
-                api.close_auto_thumbnails(final=True)
-
-            _review_host.on_cleanup.insert(0, _stop_review_recording)
+        _global_image_monitor.set_thumbnail_queue(api.queue_capture_thumbnail)
+        # Every settled output walks its Images listing again (#348): the
+        # API hops from the monitor's thread onto the server's loop.
+        _global_image_monitor.set_output_listener(api.notify_output_settled)
 
     # Start monitoring
     _global_image_monitor.start_monitoring()
@@ -224,6 +223,155 @@ except Exception:
             "Failed to register execution history"
         )
 
+
+# ── Package teardown (#301, #302) ────────────────────────────────────────────
+# ComfyUI never runs aiohttp's cleanup hooks (it never calls
+# ``runner.cleanup()``), so ``atexit`` is the live host's path: Ctrl+C, and a
+# normal exit. It is registered after the history hook, so at exit (newest
+# first) it runs before the history dispose. Hosts that do run ``on_cleanup``
+# (our test servers) run it there, and the tests' package unload calls it.
+
+TEARDOWN_SECONDS = 10.0
+_clock = time.monotonic
+_background_work_lock = threading.Lock()
+_background_work_result = None
+
+
+def _teardown_step(name, stop, logger):
+    """Run one teardown step; a failure (even Ctrl+C) is logged and is False."""
+    try:
+        return bool(stop())
+    except (Exception, KeyboardInterrupt):
+        logger.error(f"Background work: stopping {name} failed", exc_info=True)
+        return False
+
+
+def _teardown_logger():
+    """PromptManager's init logger; the standard one if that cannot load."""
+    try:
+        from .utils.logging_config import get_logger
+
+        return get_logger("prompt_manager.init")
+    except Exception:
+        import logging
+
+        return logging.getLogger("prompt_manager.init")
+
+
+def _stop_background_work():
+    """Stop the image monitor, the preview worker and the prompt cleanup
+    thread against one TEARDOWN_SECONDS deadline, once.
+
+    Returns ``{"monitor", "thumbnails", "tracker"}`` booleans (True: it
+    stopped), leaving out parts that never started. Later calls return a
+    copy of the first result. A Ctrl+C inside a step is logged and the
+    step is False; one between steps is re-raised after the result (parts
+    not reached are False) is stored and the ``atexit`` entry removed.
+    """
+    global _background_work_result
+    with _background_work_lock:
+        if _background_work_result is not None:
+            return dict(_background_work_result)
+        monitor, thumbnails, tracker = (
+            _global_image_monitor,
+            api,
+            _global_prompt_tracker,
+        )
+        # A part whose global is set has started; False until its step says
+        # otherwise, so an interrupt between steps leaves an honest result.
+        started = (
+            ("monitor", monitor),
+            ("thumbnails", thumbnails),
+            ("tracker", tracker),
+        )
+        result = {name: False for name, part in started if part is not None}
+        try:
+            logger = _teardown_logger()
+            began = _clock()
+            deadline = began + TEARDOWN_SECONDS
+
+            def left(own_bound):
+                return max(0.0, min(own_bound, deadline - _clock()))
+
+            if monitor is not None:
+
+                def stop_monitor():
+                    from .utils.image_monitor import OBSERVER_JOIN_SECONDS
+
+                    # Callbacks first: an image in hand queues no preview into a
+                    # closing preview worker. The worker may have read the queue
+                    # callback already, so the API refuses new previews too (at
+                    # exit, Python 3.12+ refuses to start their worker thread).
+                    if thumbnails is not None:
+                        thumbnails.refuse_auto_thumbnails()
+                    monitor.set_review_recorder(None)
+                    monitor.set_thumbnail_queue(None)
+                    monitor.set_output_listener(None)
+                    return monitor.stop_monitoring(left(OBSERVER_JOIN_SECONDS))
+
+                result["monitor"] = _teardown_step(
+                    "the image monitor", stop_monitor, logger
+                )
+            if thumbnails is not None:
+
+                def close_previews():
+                    from .py.api.thumbnail_auto import CLOSE_WAIT_SECONDS
+
+                    return thumbnails.close_auto_thumbnails(
+                        final=True, timeout=left(CLOSE_WAIT_SECONDS)
+                    )
+
+                result["thumbnails"] = _teardown_step(
+                    "the preview worker", close_previews, logger
+                )
+            if tracker is not None:
+
+                def stop_tracker():
+                    from .utils.prompt_tracker import TRACKER_JOIN_SECONDS
+
+                    return tracker.shutdown(left(TRACKER_JOIN_SECONDS))
+
+                result["tracker"] = _teardown_step(
+                    "the prompt cleanup thread", stop_tracker, logger
+                )
+            elapsed = _clock() - began
+            failed = [name for name, ok in result.items() if not ok]
+            if failed:
+                logger.warning(
+                    f"Background work not stopped in time ({elapsed:.1f} s): "
+                    + ", ".join(failed)
+                )
+            else:
+                parts = " ".join(f"{name}=ok" for name in result)
+                logger.info(f"Background work stopped in {elapsed:.1f} s: {parts}")
+        finally:
+            _background_work_result = result
+            atexit.unregister(_stop_background_work)
+        return dict(result)
+
+
+async def _stop_background_work_on_cleanup(app):
+    """aiohttp ``on_cleanup``: no request is served then, so it runs inline."""
+    _stop_background_work()
+
+
+try:
+    atexit.register(_stop_background_work)
+    from .py.config import server_instance as _teardown_server
+
+    _teardown_host = getattr(_teardown_server, "app", None)
+    if _teardown_host is not None and hasattr(_teardown_host, "on_cleanup"):
+        _teardown_host.on_cleanup.insert(0, _stop_background_work_on_cleanup)
+except Exception as e:
+    try:
+        from .utils.logging_config import get_logger
+
+        get_logger("prompt_manager.init").error(
+            f"Failed to register the background work teardown: {e}"
+        )
+    except Exception:
+        pass
+
 __all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]
 
 # Print startup message with loaded tools

database/annotations.py

@@ -19,6 +19,11 @@ links (``PromptDatabase._move_tag_links``).
 Cheap reads (spec amendment S1) treat a byte record as *current* only while
 the file's present ``(size, mtime_ns)`` equals the record's verified
 fingerprint; a file without a current record shows no image tags.
+
+A write made from a tagging model's result passes ``mark_autotagged`` (#379):
+the byte record is then marked auto-tagged (``media_image_autotags``) in the
+same transaction, so a mark never exists without the write it records. Hand
+tags never mark.
 """
 
 import re
@@ -34,6 +39,7 @@ from .annotation_schema import (
     MAX_LOCATOR_LENGTH,
     METADATA_TABLE,
 )
+from .autotag_schema import AUTOTAG_TABLE
 from .library_commands import _UUID, LibraryCommandError, _validate_epoch
 from .models import utc_now_iso
 from .vocabulary import validate_vocabulary_tag_name
@@ -96,12 +102,24 @@ _TAGS_OF = (
     "JOIN tags t ON t.id=mit.tag_id WHERE mit.byte_id IN ({marks}) "
     "ORDER BY mit.byte_id,mit.position"
 )
-_RECORDS = (
-    "SELECT f.locator,b.id,b.size,b.mtime_ns,t.name "  # nosec B608
-    f"FROM {FILES_TABLE} f JOIN {BYTES_TABLE} b ON b.file_id=f.id "
-    f"LEFT JOIN {IMAGE_TAGS_TABLE} mit ON mit.byte_id=b.id "
-    "LEFT JOIN tags t ON t.id=mit.tag_id "
-    "ORDER BY f.locator,b.first_seen_at,b.id,mit.position"
+_MARK = f"INSERT OR IGNORE INTO {AUTOTAG_TABLE}(byte_id) VALUES(?)"  # nosec B608
+_MARKED_OF = (
+    f"SELECT byte_id FROM {AUTOTAG_TABLE} WHERE byte_id IN ({{marks}})"  # nosec B608
+)
+_MARKED_LOCATORS = (
+    f"SELECT DISTINCT f.locator FROM {AUTOTAG_TABLE} m "  # nosec B608
+    f"JOIN {BYTES_TABLE} b ON b.id=m.byte_id JOIN {FILES_TABLE} f ON f.id=b.file_id"
+)
+# Tag search (#379): the names that tag at least one image (the tag index
+# answers the EXISTS), then the locators carrying chosen names (by tag_id).
+_IMAGE_TAG_NAMES = (
+    "SELECT t.id,t.name FROM tags t WHERE EXISTS "  # nosec B608
+    f"(SELECT 1 FROM {IMAGE_TAGS_TABLE} mit WHERE mit.tag_id=t.id)"
+)
+_TAG_LOCATORS = (
+    f"SELECT DISTINCT f.locator FROM {IMAGE_TAGS_TABLE} mit "  # nosec B608
+    f"JOIN {BYTES_TABLE} b ON b.id=mit.byte_id "
+    f"JOIN {FILES_TABLE} f ON f.id=b.file_id WHERE mit.tag_id IN ({{marks}})"
 )
 
 
@@ -301,14 +319,17 @@ class AnnotationOperations:
         expected_epoch: str,
         expected_tag_revision: int,
         tags: list,
+        mark_autotagged: bool = False,
     ) -> dict:
         """Replace the set of these exact bytes, guarded by epoch and revision.
 
         Creates the owner and byte record when the bytes are new (an explicit
         empty set is a real save). The identical set at the current revision,
         or one behind it (a lost-response retry), is ``replayed`` and writes
-        nothing; any other revision mismatch is ``tag-conflict`` with the
-        current set and no writes.
+        no tag; any other revision mismatch is ``tag-conflict`` with the
+        current set and no writes. ``mark_autotagged`` marks the bytes
+        auto-tagged on a saved or replayed receipt (the Tag image dialog's
+        save after Generate suggestions).
         """
         _validate_target(locator, sha256, size, mtime_ns)
         _validate_epoch(expected_epoch)
@@ -329,6 +350,8 @@ class AnnotationOperations:
             ):
                 if refingerprinted:
                     conn.execute(_BUMP_INDEX)
+                if mark_autotagged:
+                    conn.execute(_MARK, (byte_id,))
                 return _receipt(epoch, sha256, current, revision, True)
             if expected_tag_revision != revision:
                 raise AnnotationCommandError(
@@ -337,6 +360,8 @@ class AnnotationOperations:
                     {"sha256": sha256, "tags": current, "tag_revision": revision},
                 )
             revision = self._write_image_tags(conn, byte_id, tags)
+            if mark_autotagged:
+                conn.execute(_MARK, (byte_id,))
             return _receipt(epoch, sha256, tags, revision, False)
 
     def add_image_tags(
@@ -348,16 +373,22 @@ class AnnotationOperations:
         mtime_ns: int,
         expected_epoch: str,
         tags: list,
+        mark_autotagged: bool = False,
     ) -> dict:
         """Union ``tags`` into the set of these exact bytes, keeping stored spelling.
 
         ``added`` counts the names that were new (case-insensitively). A union
         over ``MAX_IMAGE_TAGS`` is ``tag-limit`` with the current set and no
         writes; a union that adds nothing to an existing record is ``replayed``.
+        ``mark_autotagged`` (a tagging model's result) also marks the bytes
+        auto-tagged, replayed or not; only such a call may pass no tags (the
+        model found none: the image is marked and its set is unchanged).
         """
         _validate_target(locator, sha256, size, mtime_ns)
         _validate_epoch(expected_epoch)
         tags = normalize_image_tags(tags)
+        if not tags and not mark_autotagged:
+            raise ValueError("tags must name at least one tag")
         with self._pair_transaction() as conn:
             epoch = self._library_epoch(conn, expected_epoch)
             now = utc_now_iso()
@@ -375,6 +406,8 @@ class AnnotationOperations:
                     epoch,
                     {"sha256": sha256, "tags": current, "tag_revision": revision},
                 )
+            if mark_autotagged:
+                conn.execute(_MARK, (byte_id,))
             if not created and not added:
                 if refingerprinted:
                     conn.execute(_BUMP_INDEX)
@@ -403,6 +436,41 @@ class AnnotationOperations:
                 conn.execute(_BUMP_INDEX)
             return cursor.rowcount > 0
 
+    @staticmethod
+    def _validated_stats(stats: object) -> dict:
+        if not isinstance(stats, dict):
+            raise ValueError(
+                "stats must map locators to (size, mtime_ns) integer pairs"
+            )
+        for locator, fingerprint in stats.items():
+            _validate_fingerprint(locator, fingerprint)
+        return stats
+
+    @staticmethod
+    def _current_byte_records(conn: sqlite3.Connection, stats: dict) -> dict:
+        """``{locator: byte_id}`` of each locator's current byte record.
+
+        The one rule every cheap read uses: a record is current while its
+        verified ``(size, mtime_ns)`` equals the file's present fingerprint
+        in ``stats``; the most recently verified wins (ties on ``(verified_at,
+        byte_id)``). A locator without a current record is left out. Lookups
+        go in chunks of 500 locators.
+        """
+        locators = list(stats)
+        chosen: dict[str, tuple[tuple[str, str], str]] = {}
+        for start in range(0, len(locators), _LOOKUP_CHUNK):
+            chunk = locators[start : start + _LOOKUP_CHUNK]
+            marks = ",".join("?" * len(chunk))
+            for locator, byte_id, size, mtime_ns, verified_at in conn.execute(
+                _FINGERPRINTS.format(marks=marks), chunk
+            ):
+                if (size, mtime_ns) != stats[locator]:
+                    continue
+                key = (verified_at, byte_id)
+                if locator not in chosen or key > chosen[locator][0]:
+                    chosen[locator] = (key, byte_id)
+        return {locator: byte_id for locator, (_key, byte_id) in chosen.items()}
+
     def current_image_tags(self, stats: dict) -> dict:
         """Image tags of the files whose current ``(size, mtime_ns)`` is verified.
 
@@ -411,29 +479,11 @@ class AnnotationOperations:
         exactly that verified fingerprint; the most recently verified record
         wins when several do. Lookups go in chunks of 500 locators.
         """
-        if not isinstance(stats, dict):
-            raise ValueError(
-                "stats must map locators to (size, mtime_ns) integer pairs"
-            )
-        for locator, fingerprint in stats.items():
-            _validate_fingerprint(locator, fingerprint)
-        locators = list(stats)
-        chosen: dict[str, tuple[tuple[str, str], str]] = {}
-        result: dict[str, list[str]] = {}
+        stats = self._validated_stats(stats)
         with self._annotation_read() as conn:
-            for start in range(0, len(locators), _LOOKUP_CHUNK):
-                chunk = locators[start : start + _LOOKUP_CHUNK]
-                marks = ",".join("?" * len(chunk))
-                for locator, byte_id, size, mtime_ns, verified_at in conn.execute(
-                    _FINGERPRINTS.format(marks=marks), chunk
-                ):
-                    if (size, mtime_ns) != stats[locator]:
-                        continue
-                    key = (verified_at, byte_id)
-                    if locator not in chosen or key > chosen[locator][0]:
-                        chosen[locator] = (key, byte_id)
-            owners = {byte_id: locator for locator, (_key, byte_id) in chosen.items()}
-            result = {locator: [] for locator in chosen}
+            current = self._current_byte_records(conn, stats)
+            owners = {byte_id: locator for locator, byte_id in current.items()}
+            result: dict[str, list[str]] = {locator: [] for locator in current}
             byte_ids = list(owners)
             for start in range(0, len(byte_ids), _LOOKUP_CHUNK):
                 chunk = byte_ids[start : start + _LOOKUP_CHUNK]
@@ -442,20 +492,60 @@ class AnnotationOperations:
                     result[owners[byte_id]].append(name)
         return result
 
-    def iter_image_tag_records(self) -> Iterator[tuple[str, int, int, list[str]]]:
-        """Stream every byte record as ``(locator, size, mtime_ns, tags)``.
+    def autotag_state(self, stats: dict) -> dict:
+        """``{locator: bool}``: is each file's current byte record auto-tagged?
 
-        One SELECT ordered by locator, then by the bytes' first sighting, with
-        each set's names in position order.
+        ``stats`` as for :meth:`current_image_tags`, whose rule picks the
+        current record; a locator without one is False. One read snapshot.
         """
-        conn = self.model.get_connection()
-        current: tuple | None = None
-        for locator, byte_id, size, mtime_ns, name in conn.execute(_RECORDS):
-            if current is None or current[0] != byte_id:
-                if current is not None:
-                    yield current[1]
-                current = (byte_id, (locator, size, mtime_ns, []))
-            if name is not None:
-                current[1][3].append(name)
-        if current is not None:
-            yield current[1]
+        stats = self._validated_stats(stats)
+        with self._annotation_read() as conn:
+            current = self._current_byte_records(conn, stats)
+            byte_ids = list(dict.fromkeys(current.values()))
+            marked: set[str] = set()
+            for start in range(0, len(byte_ids), _LOOKUP_CHUNK):
+                chunk = byte_ids[start : start + _LOOKUP_CHUNK]
+                marks = ",".join("?" * len(chunk))
+                marked.update(
+                    row[0]
+                    for row in conn.execute(_MARKED_OF.format(marks=marks), chunk)
+                )
+        return {locator: current.get(locator) in marked for locator in stats}
+
+    def autotagged_locators(self) -> set:
+        """Locators with at least one auto-tagged byte record, current or not.
+
+        No fingerprint is checked (the Tag output images review's estimate).
+        """
+        with self._annotation_read() as conn:
+            return {row[0] for row in conn.execute(_MARKED_LOCATORS)}
+
+    def image_tag_ids(self, wanted, query: str) -> list[int]:
+        """Ids of the tag names on at least one image that a search wants.
+
+        A name counts when it is in ``wanted`` exactly (the Tags filter) or
+        contains ``query`` case-folded (the text search; ``query`` is
+        already folded). One read of the names that tag an image.
+        """
+        wanted = set(wanted)
+        with self._annotation_read() as conn:
+            return [
+                tag_id
+                for tag_id, name in conn.execute(_IMAGE_TAG_NAMES)
+                if name in wanted or (query and query in name.casefold())
+            ]
+
+    def image_tag_locators(self, tag_ids) -> set[str]:
+        """Locators with any byte record (current or not) carrying one of
+        ``tag_ids``, through the tag index, in chunks of 500 ids."""
+        ids = list(dict.fromkeys(tag_ids))
+        found: set[str] = set()
+        with self._annotation_read() as conn:
+            for start in range(0, len(ids), _LOOKUP_CHUNK):
+                chunk = ids[start : start + _LOOKUP_CHUNK]
+                marks = ",".join("?" * len(chunk))
+                found.update(
+                    row[0]
+                    for row in conn.execute(_TAG_LOCATORS.format(marks=marks), chunk)
+                )
+        return found

database/autotag_schema.py

@@ -0,0 +1,140 @@
+"""Auto-tagged marks (#379): which image bytes a tagging model has handled.
+
+One table, ``media_image_autotags``: one row per byte record of the image
+annotation group (``media_annotation_bytes``) means "a tagging model looked at
+these exact bytes and its result was stored", or that the bytes were found to
+be untaggable. "Skip already tagged" skips an image whose current byte record
+is marked; hand tags never mark. Rows are written only by the image tag store
+(``database/annotations.py``), in the transaction of the tag write they
+record.
+
+The group installs like ``image_favorites``: optional in old backups,
+required once a database is current, and never backfilled. Like the Needs
+review group it is valid only beside a valid image annotation group, because
+every mark cites one byte record (``ON DELETE CASCADE``). Validation reads
+only: the catalog compared after whitespace compaction, the columns and the
+foreign key through the PRAGMAs, then one bounded value pass and the foreign
+key check.
+"""
+
+import re
+import sqlite3
+from typing import Optional
+
+from .annotation_schema import BYTES_TABLE
+from .annotation_schema import TABLES as ANNOTATION_TABLES
+from .annotation_schema import _catalog as _annotation_catalog
+from .annotation_schema import _uuid, annotation_schema_error
+
+AUTOTAG_TABLE = "media_image_autotags"
+_DDL = (
+    f"CREATE TABLE {AUTOTAG_TABLE} (byte_id TEXT PRIMARY KEY "
+    f"REFERENCES {BYTES_TABLE}(id) ON DELETE CASCADE) WITHOUT ROWID"
+)
+# (cid, name, declared type, not null, default, primary key position): the
+# key of a WITHOUT ROWID table is implicitly NOT NULL.
+_COLUMNS = [(0, "byte_id", "TEXT", 1, None, 1)]
+# (column, parent table, parent column, on delete)
+_FOREIGN_KEYS = {("byte_id", BYTES_TABLE, "id", "CASCADE")}
+
+NEEDS_ANNOTATIONS = "Image auto-tag marks need the image annotation tables"
+INVALID_SCHEMA = "Image auto-tag marks have an invalid schema"
+INVALID_VALUES = "Image auto-tag marks contain invalid values"
+MISSING = "Missing image auto-tag marks schema"
+
+
+def _compact(sql: str) -> str:
+    return re.sub(r"\s+", "", sql).lower()
+
+
+def _catalog(conn: sqlite3.Connection) -> list:
+    return conn.execute(
+        "SELECT type,name,sql FROM sqlite_master WHERE name=? OR tbl_name=?",
+        (AUTOTAG_TABLE, AUTOTAG_TABLE),
+    ).fetchall()
+
+
+def autotag_without_annotations_error(conn: sqlite3.Connection) -> Optional[str]:
+    """Catalog only: the marks table present without its annotation tables.
+
+    Startup asks this before the annotation group installs, which would make
+    a marks table copied without it look valid. It reads no rows.
+    """
+    if not _catalog(conn):
+        return None
+    present = {
+        name for kind, name, _sql in _annotation_catalog(conn) if kind == "table"
+    }
+    if present != set(ANNOTATION_TABLES):
+        return NEEDS_ANNOTATIONS
+    return None
+
+
+def autotag_schema_error(
+    conn: sqlite3.Connection,
+    *,
+    allow_missing: bool = True,
+    annotations_valid: bool = False,
+) -> Optional[str]:
+    """Reject an unsupported marks table or invalid marks; reads only.
+
+    A database without the table is acceptable for backups that predate it
+    unless ``allow_missing`` is false. A present table requires a present,
+    valid image annotation group; ``annotations_valid`` says the caller has
+    just validated it (startup's annotation install), so only its presence is
+    checked again.
+    """
+    objects = _catalog(conn)
+    if not objects:
+        return None if allow_missing else MISSING
+    if annotations_valid:
+        if autotag_without_annotations_error(conn):
+            return NEEDS_ANNOTATIONS
+    elif annotation_schema_error(conn, allow_missing=False):
+        return NEEDS_ANNOTATIONS
+    actual = {(kind, name, _compact(sql or "")) for kind, name, sql in objects}
+    if actual != {("table", AUTOTAG_TABLE, _compact(_DDL))}:
+        return INVALID_SCHEMA
+    columns = [
+        (row[0], row[1], row[2].upper(), row[3], row[4], row[5])
+        for row in conn.execute(f"PRAGMA table_info({AUTOTAG_TABLE})")
+    ]
+    if columns != _COLUMNS:
+        return INVALID_SCHEMA
+    foreign_keys = {
+        (row[3], row[2], row[4], row[6])
+        for row in conn.execute(f"PRAGMA foreign_key_list({AUTOTAG_TABLE})")
+    }
+    if foreign_keys != _FOREIGN_KEYS:
+        return INVALID_SCHEMA
+    # Only this module's constants are interpolated into the SQL below.
+    if conn.execute(
+        f"SELECT 1 FROM {AUTOTAG_TABLE} "  # nosec B608
+        f"WHERE NOT ({_uuid('byte_id')}) LIMIT 1"
+    ).fetchone():
+        return INVALID_VALUES
+    if conn.execute(f"PRAGMA foreign_key_check({AUTOTAG_TABLE})").fetchone():
+        return INVALID_VALUES
+    return None
+
+
+def migrate_autotag_state(conn: sqlite3.Connection) -> None:
+    """Install the table atomically; validate before and after creating it.
+
+    Runs after ``migrate_annotation_state`` (which has just validated the
+    annotation group). Creates one empty table: no row is read or copied.
+    """
+    conn.execute("SAVEPOINT media_autotag_schema")
+    try:
+        error = autotag_schema_error(conn, annotations_valid=True)
+        if error:
+            raise sqlite3.DatabaseError(error)
+        conn.execute(_DDL.replace("CREATE TABLE", "CREATE TABLE IF NOT EXISTS", 1))
+        error = autotag_schema_error(conn, allow_missing=False, annotations_valid=True)
+        if error:
+            raise sqlite3.DatabaseError(error)
+        conn.execute("RELEASE media_autotag_schema")
+    except BaseException:
+        conn.execute("ROLLBACK TO media_autotag_schema")
+        conn.execute("RELEASE media_autotag_schema")
+        raise

database/category_import.py

@@ -192,7 +192,10 @@ class CategoryImportOperations:
                 outcome = "imported"
             created[prompt_hash] = prompt_id
         result[_COUNTERS[outcome]] += 1
-        for image in record.get("images") or []:
+        # Linked last to first: every workspace list shows a prompt's media
+        # newest link first, so the record's first image (the LoRA cover,
+        # #355) is the one a Library card shows.
+        for image in reversed(record.get("images") or []):
             if self._insert_image_link(conn, prompt_id, image):
                 result["images"] += 1
         result["rows"].append({"name": name, "outcome": outcome})

database/models.py

@@ -23,6 +23,11 @@ from . import restore_stage
 from .library_schema import library_schema_error, migrate_library_state
 from .image_favorites import image_favorites_schema_error, migrate_image_favorites
 from .annotation_schema import annotation_schema_error, migrate_annotation_state
+from .autotag_schema import (
+    autotag_schema_error,
+    autotag_without_annotations_error,
+    migrate_autotag_state,
+)
 from .review_schema import (
     migrate_review_state,
     review_schema_error,
@@ -338,8 +343,13 @@ class PromptModel:
         review_error = review_without_annotations_error(conn)
         if review_error:
             raise sqlite3.DatabaseError(review_error)
+        # The auto-tag marks cite annotation bytes the same way (#379).
+        autotag_error = autotag_without_annotations_error(conn)
+        if autotag_error:
+            raise sqlite3.DatabaseError(autotag_error)
         migrate_annotation_state(conn)
         migrate_review_state(conn)
+        migrate_autotag_state(conn)
         # Last: the older generated_images rebuilds run only before file_path.
         migrate_workflow_documents(conn)
 
@@ -1225,6 +1235,11 @@ class PromptModel:
             )
             if review_error:
                 return False, review_error
+            autotag_error = autotag_schema_error(
+                conn, allow_missing=not require_library_state
+            )
+            if autotag_error:
+                return False, autotag_error
             documents_error = workflow_documents_schema_error(
                 conn, allow_missing=not require_library_state, documents=documents
             )

prompt_manager_base.py

@@ -268,8 +268,10 @@ class PromptManagerBase:
 
         cache = get_trigger_cache()
 
-        # Lazy-load cache on first use
-        if not cache.is_loaded and IntegrationConfig.LORA_MANAGER_PATH:
+        # Lazy-load cache on first use; a failed load waits before the next try
+        # (#355: never a rescan of LoraManager's folders on every run).
+        retry_due = getattr(cache, "retry_due", lambda: True)
+        if not cache.is_loaded and IntegrationConfig.LORA_MANAGER_PATH and retry_due():
             cache.load(IntegrationConfig.LORA_MANAGER_PATH)
 
         modified, injected = inject_trigger_words(text, cache)

py/api/__init__.py

@@ -5,6 +5,8 @@ Split into domain-specific mixins for maintainability:
 - ImageRoutesMixin: gallery, thumbnails, image serving and linking
 - AdminRoutesMixin: duplicates, stats, settings, diagnostics, maintenance, backup, scan
 - LoggingRoutesMixin: log management endpoints
+- LogCleanupMixin: the reviewed rotated-log cleanup (a maintenance plan)
+- DiagnosticsReportMixin: the shareable diagnostic report, without secrets or paths
 - AutotagRoutesMixin: auto-tagging model management and tagging
 - JobRoutesMixin: the session job registry behind Activity (py/api/jobs.py)
 - ImageTagJobsMixin: bulk Add tags / Auto-tag as image-tags jobs
@@ -31,6 +33,7 @@ import math
 import ntpath
 import os
 import re
+import threading
 from pathlib import Path
 
 from aiohttp import web
@@ -47,6 +50,7 @@ from .review_events import ReviewEventsMixin
 from .saved_views import SavedViewRoutesMixin
 from .history import HistoryRoutesMixin
 from .images import ImageRoutesMixin
+from .gallery_listing import WALK_STOPPED, RootListing, WalkOutcome
 from .admin import AdminRoutesMixin
 from .settings_routes import SettingsRoutesMixin
 from .job_routes import JobRoutesMixin
@@ -63,6 +67,8 @@ from .duplicate_files import DuplicateFilesMixin
 from .maintenance_plans import PlanStore
 from .jobs import JobRegistry
 from .logging_routes import LoggingRoutesMixin
+from .log_cleanup import LogCleanupMixin
+from .diagnostics_report import DiagnosticsReportMixin
 from .autotag_routes import AutotagRoutesMixin
 from .lora_integration import LoraIntegrationMixin
 from .lora_import_routes import LoraImportRoutesMixin
@@ -87,6 +93,18 @@ def _get_project_root():
     return os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 
 
+# How long an executor thread waits for the loop to drop the listings.
+_OFF_LOOP_DROP_WAIT = 30
+
+
+def _running_loop():
+    """The event loop running in this thread, or None."""
+    try:
+        return asyncio.get_running_loop()
+    except RuntimeError:
+        return None
+
+
 def _public_path(path) -> str:
     """Render a server path for an API response without revealing the layout.
 
@@ -277,6 +295,10 @@ async def _gzip_middleware(request, handler):
     if len(compressed) >= len(body):
         return response
 
+    # A length the handler declared is the uncompressed one: drop it so the
+    # compressed body's own length is sent (#329: a stale length made the
+    # browser wait for bytes that never came).
+    response.headers.pop("Content-Length", None)
     response.body = compressed
     response.headers["Content-Encoding"] = "gzip"
     response.headers["Vary"] = "Accept-Encoding"
@@ -309,6 +331,8 @@ class PromptManagerAPI(
     WorkflowStorageRoutesMixin,
     DuplicateFilesMixin,
     LoggingRoutesMixin,
+    LogCleanupMixin,
+    DiagnosticsReportMixin,
     AutotagRoutesMixin,
     LoraIntegrationMixin,
     LoraImportRoutesMixin,
@@ -339,13 +363,28 @@ class PromptManagerAPI(
         # Private media captures of the annotation routes (py/api/annotations.py),
         # created on first use with their restore subscription.
         self._captures = None
+        # Capture tokens Generate suggestions ran on: a save of one marks the
+        # image auto-tagged (#379).
+        self._suggested_tokens = set()
         self._captures_unsubscribe = None
         # Set by close_annotation_captures (shutdown): no store is recreated.
         self._captures_closed = False
         self._cached_output_dir = None  # Lazy-cached by _find_comfyui_output_dir()
         self._html_cache = {}  # Cached HTML file contents keyed by path
-        self._gallery_cache = {}  # dict: path_str -> (files, timestamp)
-        self._gallery_cache_ttl = 30  # Cache TTL in seconds
+        # One shared listing per output root, keyed by str(root), and the
+        # background walks refreshing them (py/api/gallery_listing.py, #348).
+        self._root_listings: dict[str, RootListing] = {}
+        self._listing_tasks: set = set()
+        # The loop the walks run on, set by the startup warm-up or the first
+        # walk; the monitor's thread hops onto it (notify_output_settled).
+        self._listing_loop = None
+        # Set by cleanup_gallery_listings: no background walk starts after it.
+        self._listings_closed = False
+        # The workspace caches rebuilt behind a stored walk that changed the
+        # listing, once the host's startup warm-up has run (#348).
+        self._workspace_warm_enabled = False
+        self._workspace_warm_task = None
+        self._workspace_warm_again = False
         # Workspace listing values and sort orders derived from a cached scan
         # (py/api/images.py _workspace_listed/_workspace_orders).
         self._workspace_listed_cache = {}
@@ -465,23 +504,122 @@ class PromptManagerAPI(
             return await loop.run_in_executor(None, call)
         return await loop.run_in_executor(None, func, *args)
 
-    def invalidate_gallery_cache(self):
-        """Invalidate the cached gallery file listing.
+    def _root_listing(self, root) -> RootListing:
+        """The shared listing record of one output root (created empty)."""
+        return self._root_listings.setdefault(str(root), RootListing())
 
-        Called by the image monitor when new files are detected. The workspace
-        keeps its per-file values and card facts, so the next request rebuilds
-        only new or changed files (see ImageRoutesMixin._workspace_listed and
-        _card_facts); its sort orders
-        are dropped, as the rescan replaces them anyway, and so is the
-        favorites lookup, which holds the old scan list.
+    def invalidate_gallery_cache(self, retire=False):
+        """Drop every root's listing, so the next read waits for a new walk.
+
+        Called after files are deleted through the app (duplicate cleanup and
+        the legacy duplicate delete), never for thumbnail writes. A walk
+        running now is not stored (its generation moved on). The workspace
+        keeps its per-file values and card facts, so the next request
+        rebuilds only new or changed files (see ImageRoutesMixin.
+        _workspace_listed and _card_facts); its sort orders are dropped, as
+        the walk replaces them anyway, and so is the favorites lookup, which
+        holds the old list.
+
+        ``retire`` (the roots changed): no background walk of a root starts
+        again until a reader or the warm-up asks for it.
         """
-        self._gallery_cache = {}
+        loop = self._listing_loop
+        if loop is not None and loop.is_running() and _running_loop() is not loop:
+            # Called from an executor thread (a settings save, a test seed):
+            # listing records are touched only on the loop, and the caller
+            # expects the drop done when this returns.
+            dropped = threading.Event()
+
+            def drop():
+                try:
+                    self._drop_listings(retire)
+                finally:
+                    dropped.set()
+
+            loop.call_soon_threadsafe(drop)
+            if not dropped.wait(_OFF_LOOP_DROP_WAIT):
+                self.logger.warning("The Images listing drop is still queued")
+            return
+        self._drop_listings(retire)
+
+    def _drop_listings(self, retire=False):
+        for record in list(self._root_listings.values()):
+            record.drop()
+            if retire:
+                # The roots changed: a removed root must not come back through
+                # a pending timer, a trailing walk or a monitor mark.
+                record.retired = True
+                record.dirty = False
+                handle, record.rewalk_handle = record.rewalk_handle, None
+                if handle is not None:
+                    handle.cancel()
         self._workspace_order_cache = {}
         self._favorite_listing_cache = {}
 
+    async def warm_gallery_listings(self, app=None):
+        """Start one background walk per output root (aiohttp on_startup).
+
+        Registered by the root ``__init__.py``, so the first Images open after
+        ComfyUI starts finds the listing built. It never fails startup: a
+        root that cannot be walked is retried by the first read.
+        """
+        # Each stored walk that changes a listing then rebuilds the workspace's
+        # per-file values, orders and favorites behind it (_warm_workspace).
+        self._workspace_warm_enabled = True
+        self._listing_loop = asyncio.get_running_loop()
+        self._listings_closed = False
+        try:
+            for root in self._get_all_output_dirs():
+                self._root_listing(root).retired = False
+                self._schedule_walk(root)
+        except Exception as e:
+            self.logger.warning(f"Could not warm the Images listing: {e}")
+
+    def notify_output_settled(self, path):
+        """The image monitor settled an output at *path* (any thread).
+
+        Called on the monitor's worker thread with the resolved path. It only
+        hands the path to the event loop (``output_settled``) and never
+        touches a listing from this thread; before the loop is known, or once
+        the listings are cleaned up, it does nothing.
+        """
+        loop = self._listing_loop
+        if loop is None or self._listings_closed or not loop.is_running():
+            return
+        try:
+            loop.call_soon_threadsafe(self.output_settled, path)
+        except RuntimeError:
+            pass  # the loop closed meanwhile (shutdown)
+
+    async def cleanup_gallery_listings(self, app=None):
+        """Stop the background listing walks (aiohttp on_cleanup)."""
+        self._workspace_warm_enabled = False
+        # No mark, deferred walk or trailing walk starts a walk from now on.
+        self._listings_closed = True
+        # Before any await, so no delayed refresh can start a walk meanwhile.
+        for record in self._root_listings.values():
+            handle, record.rewalk_handle = record.rewalk_handle, None
+            if handle is not None:
+                handle.cancel()
+        warm, self._workspace_warm_task = self._workspace_warm_task, None
+        if warm is not None:
+            warm.cancel()
+            await asyncio.gather(warm, return_exceptions=True)
+        tasks = list(self._listing_tasks)
+        for task in tasks:
+            task.cancel()
+        if tasks:
+            await asyncio.gather(*tasks, return_exceptions=True)
+        self._listing_tasks.clear()
+        # A walk cancelled before its first step never ran its own cleanup.
+        for record in self._root_listings.values():
+            flight, record.flight = record.flight, None
+            if flight is not None and not flight.done():
+                flight.set_result(WalkOutcome.failed(RuntimeError(WALK_STOPPED)))
+
     def reset_gallery_roots_cache(self):
         """Drop every cached listing and derived workspace value (roots changed)."""
-        self.invalidate_gallery_cache()
+        self.invalidate_gallery_cache(retire=True)
         self._workspace_listed_cache = {}
         self._workspace_card_cache = {}
 
@@ -553,6 +691,7 @@ class PromptManagerAPI(
         self._register_settings_routes(routes)
         self._register_job_routes(routes)
         self._register_system_routes(routes)
+        self._register_diagnostics_report_routes(routes)
         self._register_library_location_routes(routes)
         self._register_maintenance_routes(routes)
         self._register_backup_restore_routes(routes)
@@ -625,7 +764,12 @@ class PromptManagerAPI(
     # ── Shared utilities used by multiple mixins ──────────────────────
 
     def _enrich_images(self, images):
-        """Add url and thumbnail_url to a flat list of image dicts."""
+        """Add url and thumbnail_url to a flat list of image dicts.
+
+        Each dict without ``is_video`` also gets ``is_video`` and
+        ``media_type`` from its extension (#355: a linked LoraManager video
+        outside the output folders is shown as a video, not a picture).
+        """
         from urllib.parse import quote as url_quote
 
         output_dirs = self._get_all_output_dirs()
@@ -635,6 +779,11 @@ class PromptManagerAPI(
             if not image_path_str:
                 continue
 
+            if "is_video" not in image:
+                video = is_video_path(image_path_str)
+                image["is_video"] = video
+                image["media_type"] = "video" if video else "image"
+
             img_path = Path(image_path_str)
 
             # Set fallback url via image ID
@@ -958,196 +1107,3 @@ class PromptManagerAPI(
                         result["parameters"][field] = metadata[field]
 
         return result
-
-    def _extract_readable_prompt(self, parsed_data):
-        """Extract human-readable prompt text from ComfyUI/A1111 data."""
-
-        def safe_to_string(value):
-            if isinstance(value, str):
-                return value
-            elif isinstance(value, list):
-                return " ".join(str(item) for item in value if item)
-            elif value is not None:
-                return str(value)
-            return None
-
-        # First check if we already extracted a positive prompt (A1111 format)
-        if parsed_data.get("positive_prompt"):
-            return parsed_data["positive_prompt"]
-
-        # Check if prompt is already a string
-        if isinstance(parsed_data.get("prompt"), str):
-            return parsed_data["prompt"]
-
-        # Check if prompt is a simple value that can be converted
-        if parsed_data.get("prompt") and not isinstance(
-            parsed_data.get("prompt"), dict
-        ):
-            return safe_to_string(parsed_data["prompt"])
-
-        prompt_data = parsed_data.get("prompt")
-        if isinstance(prompt_data, dict):
-            # Use the enhanced logic from parse-metadata.py
-            positive_prompt = self._extract_positive_prompt_from_comfyui_data(
-                prompt_data
-            )
-            if positive_prompt:
-                return positive_prompt
-
-        # Check workflow data if available
-        workflow_data = parsed_data.get("workflow")
-        if isinstance(workflow_data, dict):
-            positive_prompt = self._extract_positive_prompt_from_comfyui_data(
-                workflow_data
-            )
-            if positive_prompt:
-                return positive_prompt
-
-        # Check parameters for positive prompt
-        if parsed_data.get("parameters", {}).get("positive"):
-            return safe_to_string(parsed_data["parameters"]["positive"])
-
-        return None
-
-    def _get_node_inputs(self, node):
-        """Safely get inputs from a node, handling both dict and list formats.
-
-        Old format: inputs is a dict with direct key-value pairs
-            inputs = {"text": "my prompt", "seed": 123}
-
-        New format: inputs is a list of connection objects
-            inputs = [
-                {"name": "text", "type": "STRING", "link": null,
-                 "widget": {"name": "text"}},
-                {"name": "clip", "type": "CLIP", "link": 11}
-            ]
-        """
-        if not isinstance(node, dict):
-            return {}
-
-        inputs = node.get("inputs", {})
-
-        # If inputs is already a dict, return it
-        if isinstance(inputs, dict):
-            return inputs
-
-        # If inputs is a list, convert to dict format
-        if isinstance(inputs, list):
-            inputs_dict = {}
-            for input_item in inputs:
-                if isinstance(input_item, dict) and "name" in input_item:
-                    name = input_item["name"]
-                    inputs_dict[name] = input_item
-            return inputs_dict
-
-        return {}
-
-    def _find_text_in_node(self, node):
-        """Try to find text content in a node using various strategies.
-
-        Handles both old and new workflow formats.
-        """
-        if not isinstance(node, dict):
-            return None
-
-        # Strategy 1: Check normalized inputs for 'text' field
-        inputs = self._get_node_inputs(node)
-        if "text" in inputs and isinstance(inputs["text"], str):
-            return inputs["text"]
-
-        # Strategy 2: For text encoder nodes, check widgets_values
-        class_type = node.get("class_type", node.get("type", ""))
-        text_encoder_types = [
-            "CLIPTextEncode",
-            "CLIPTextEncodeSDXL",
-            "CLIPTextEncodeSDXLRefiner",
-            "CLIPTextEncodeFlux",
-            "PromptManager",
-            "PromptManagerText",
-            "BNK_CLIPTextEncoder",
-            "Text Encoder",
-            "CLIP Text Encode",
-        ]
-
-        if any(
-            encoder_type.lower() in class_type.lower()
-            for encoder_type in text_encoder_types
-        ):
-            widgets_values = node.get("widgets_values", [])
-            if widgets_values and len(widgets_values) > 0:
-                if isinstance(widgets_values[0], str) and widgets_values[0].strip():
-                    return widgets_values[0]
-
-        return None
-
-    def _extract_positive_prompt_from_comfyui_data(self, data):
-        """Extract positive prompt from ComfyUI data.
-
-        Handles both old and new formats.
-        """
-        if not isinstance(data, dict):
-            return None
-
-        # Build nodes dictionary
-        nodes_by_id = {}
-        if "nodes" in data:
-            # Handle nodes array format
-            for node in data["nodes"]:
-                if isinstance(node, dict):
-                    nid = node.get("id")
-                    if nid is not None:
-                        nodes_by_id[nid] = node
-        else:
-            # Handle flat dictionary format (node_id -> node_data)
-            for nid_str, node in data.items():
-                try:
-                    nid = int(nid_str)
-                except (ValueError, TypeError):
-                    nid = nid_str
-                if isinstance(node, dict):
-                    if "id" in node:
-                        nid = node["id"]
-                    nodes_by_id[nid] = node
-
-        if not nodes_by_id:
-            return None
-
-        # First, try to find positive/negative connection pattern
-        pos_id = None
-        for node in nodes_by_id.values():
-            if isinstance(node, dict):
-                inputs = self._get_node_inputs(node)
-                if "positive" in inputs and "negative" in inputs:
-                    try:
-                        pos_input = inputs["positive"]
-                        if isinstance(pos_input, list) and len(pos_input) > 0:
-                            pos_id = int(pos_input[0])
-                            break
-                    except (ValueError, TypeError, IndexError):
-                        continue
-
-        # Get text from the positive node
-        if pos_id is not None and pos_id in nodes_by_id:
-            text_val = self._find_text_in_node(nodes_by_id[pos_id])
-            if text_val:
-                return text_val
-
-        # Fallback: find any text encoder node with text content
-        text_nodes = []
-        for node in nodes_by_id.values():
-            if isinstance(node, dict):
-                text_val = self._find_text_in_node(node)
-                if text_val:
-                    # Try to determine if this is positive or negative
-                    node_title = node.get("title", "").lower()
-                    if "neg" not in node_title and "negative" not in node_title:
-                        # Prioritize non-negative prompts
-                        text_nodes.insert(0, text_val)
-                    else:
-                        text_nodes.append(text_val)
-
-        # Return the first positive-looking prompt
-        if text_nodes:
-            return text_nodes[0]
-
-        return None

py/api/admin.py

@@ -47,7 +47,7 @@ try:
         extract_generation_params,
         parse_page_json,
     )
-    from ...utils.prompt_pair_resolver import resolve_prompt_pair
+    from ...utils.prompt_pair_resolver import resolve_prompt_pair, sampler_less_prompt
     from ...utils.review_capture import reviewable
 except ImportError:
     from database.pair_ingestion import blank_positive, ingest_resolved_pair
@@ -62,7 +62,7 @@ except ImportError:
         extract_generation_params,
         parse_page_json,
     )
-    from utils.prompt_pair_resolver import resolve_prompt_pair
+    from utils.prompt_pair_resolver import resolve_prompt_pair, sampler_less_prompt
     from utils.review_capture import reviewable
 
 
@@ -489,9 +489,29 @@ def _diagnose_dependencies():
     }
 
 
-def _diagnose_output_dirs(configured_dirs):
+def legacy_checks(db_path, public_path=None):
+    """The four checks of ``GET /diagnostics`` (blocking).
+
+    Shared with the diagnostic report (``py/api/diagnostics_report.py``),
+    which passes its own ``public_path`` so a folder outside ComfyUI is never
+    named.
+    """
+    from ..config import GalleryConfig
+
+    return {
+        "database": _diagnose_database(db_path),
+        "dependencies": _diagnose_dependencies(),
+        "comfyui_output": _diagnose_output_dirs(
+            GalleryConfig.MONITORING_DIRECTORIES, public_path
+        ),
+        "image_monitor": _diagnose_image_monitor(public_path),
+    }
+
+
+def _diagnose_output_dirs(configured_dirs, public_path=None):
     """Configured gallery roots, ComfyUI's output dir, or relative fallbacks."""
     _public_path, _ = _public_helpers()
+    _public_path = public_path or _public_path
     candidates = list(configured_dirs)
     try:
         import folder_paths
@@ -525,9 +545,10 @@ def _diagnose_output_dirs(configured_dirs):
     }
 
 
-def _diagnose_image_monitor():
+def _diagnose_image_monitor(public_path=None):
     """Status of the running image monitor, with public directory names."""
     _public_path, _public_error = _public_helpers()
+    _public_path = public_path or _public_path
     try:
         monitor = _current_image_monitor()
         if monitor is None:
@@ -1055,16 +1076,7 @@ class AdminRoutesMixin:
     async def run_diagnostics(self, request):
         """Run comprehensive system diagnostics and health checks."""
         try:
-            from ..config import GalleryConfig
-
-            results = {
-                "database": _diagnose_database(self.db.model.db_path),
-                "dependencies": _diagnose_dependencies(),
-                "comfyui_output": _diagnose_output_dirs(
-                    GalleryConfig.MONITORING_DIRECTORIES
-                ),
-                "image_monitor": _diagnose_image_monitor(),
-            }
+            results = legacy_checks(self.db.model.db_path)
             return web.json_response({"success": True, "diagnostics": results})
 
         except Exception as e:
@@ -1742,13 +1754,24 @@ class AdminRoutesMixin:
             canonical.get("parameters"), str
         ):
             return resolution["state"]
+        elif canonical.get("prompt"):
+            # No node takes a positive or negative input (a guider or wrapper
+            # graph): the one wired text, never a guess (#252).
+            found = sampler_less_prompt(canonical["prompt"])
+            prompt_text = found["text"]
+            if prompt_text is None and isinstance(canonical.get("parameters"), str):
+                # A metadata saver also wrote A1111 text: its positive prompt.
+                parsed = self._parse_comfyui_prompt(metadata)["positive_prompt"]
+                prompt_text = parsed.strip() if parsed and parsed.strip() else None
+            if prompt_text is None:
+                linked = self._link_recorded_run(
+                    media_file, canonical, detailed, history
+                )
+                if linked is not None:
+                    return linked
+                return "unresolved" if found["state"] == "ambiguous" else "found"
         else:
-            parsed = self._parse_comfyui_prompt(metadata)
-            if not (parsed.get("prompt") or parsed.get("parameters")):
-                return None
-            prompt_text = self._extract_readable_prompt(parsed)
-            if prompt_text is not None and not isinstance(prompt_text, str):
-                prompt_text = str(prompt_text)
+            prompt_text = self._parse_comfyui_prompt(metadata)["positive_prompt"]
             if not (prompt_text and prompt_text.strip()):
                 return "found"
             prompt_text = prompt_text.strip()

py/api/annotation_suggest.py

@@ -10,12 +10,15 @@ filesystem or the database.
 
 import math
 
-WD14_MODELS = frozenset({"wd14-swinv2", "wd14-vit"})
-LLM_MODELS = frozenset({"gguf", "hf"})
-MODEL_TYPES = WD14_MODELS | LLM_MODELS
-
-MAX_INSTRUCTION_CHARS = 4000
-MAX_INSTRUCTION_BYTES = 16 * 1024
+from ..tagging_defaults import (  # noqa: F401 - re-exported for the route
+    LLM_MODEL_TYPES as LLM_MODELS,
+    MAX_INSTRUCTION_BYTES,
+    MAX_INSTRUCTION_CHARS,
+    MODEL_TYPES,
+    WD14_MODEL_TYPES as WD14_MODELS,
+    validate_template,
+    validate_threshold,
+)
 
 SUGGEST_FIELDS = frozenset(
     {"target", "capture_token", "expected_epoch", "model_type", "options"}
@@ -24,7 +27,7 @@ _COMMON = frozenset({"suggestion_limit", "use_gpu"})
 _WD14_REQUIRED = frozenset({"general_threshold", "character_threshold"})
 _LLM_REQUIRED = frozenset({"instructions"})
 
-UNAVAILABLE_HINT = "Download it from the legacy Auto-tag page."
+UNAVAILABLE_HINT = "Download it in System › Auto-tagging."
 
 
 class OptionError(ValueError):
@@ -32,27 +35,17 @@ class OptionError(ValueError):
 
 
 def _threshold(name: str, value) -> float:
-    if type(value) not in (int, float) or not math.isfinite(value):
-        raise OptionError(f"{name} must be a finite number")
-    if not 0 <= value <= 1:
-        raise OptionError(f"{name} must be between 0 and 1")
-    return float(value)
+    try:
+        return validate_threshold(name, value)
+    except ValueError as error:
+        raise OptionError(str(error)) from None
 
 
 def _instructions(value) -> str:
-    if not isinstance(value, str) or not value.strip():
-        raise OptionError("instructions must be non-empty text")
-    if len(value) > MAX_INSTRUCTION_CHARS:
-        raise OptionError(
-            f"instructions must be at most {MAX_INSTRUCTION_CHARS} characters"
-        )
     try:
-        encoded = value.encode("utf-8")
-    except UnicodeEncodeError:
-        raise OptionError("instructions must be valid Unicode text") from None
-    if len(encoded) > MAX_INSTRUCTION_BYTES:
-        raise OptionError("instructions are too long")
-    return value
+        return validate_template(value)
+    except ValueError as error:
+        raise OptionError(str(error)) from None
 
 
 def validate_options(model_type, options, *, default_limit: int, max_limit: int):

py/api/annotations.py

@@ -296,6 +296,7 @@ class AnnotationRoutesMixin:
                 self._captures_closed = True
             unsubscribe, self._captures_unsubscribe = self._captures_unsubscribe, None
             store, self._captures = self._captures, None
+            self._suggested_tokens = set()
         if unsubscribe is not None:
             unsubscribe()
         if store is not None:
@@ -515,6 +516,7 @@ class AnnotationRoutesMixin:
         store = self._captures
         if store is not None and _TOKEN.fullmatch(token) is not None:
             store.release(token)
+        self._suggested_tokens.discard(token)
         return web.json_response(
             {"success": True}, headers={"Cache-Control": "no-store"}
         )
@@ -564,6 +566,9 @@ class AnnotationRoutesMixin:
             return _coded("capture-expired", _OTHER_FILE)
         if facts.sha256 != capture.sha256:
             return _coded("file-changed")
+        # A save after Generate suggestions ran on this capture marks the
+        # image auto-tagged (#379), so a Skip batch leaves the review alone.
+        suggested = token in self._suggested_tokens
         try:
             receipt = await self._run_in_executor(
                 self.db.replace_image_tags,
@@ -574,6 +579,7 @@ class AnnotationRoutesMixin:
                 expected_epoch=expected_epoch,
                 expected_tag_revision=revision,
                 tags=tags,
+                mark_autotagged=suggested,
             )
         except AnnotationCommandError as exc:
             current = exc.current or {}
@@ -590,10 +596,23 @@ class AnnotationRoutesMixin:
         except Exception:
             self.logger.exception("Image tag save failed")
             return _error(500, "save-failed", "The tags could not be saved.")
+        # Dropped only after a saved or replayed receipt: a retry after a
+        # tag-conflict still marks.
+        self._suggested_tokens.discard(token)
         return web.json_response(
             {"success": True, **receipt}, headers={"Cache-Control": "no-store"}
         )
 
+    def _remember_suggested(self, store, token: str) -> None:
+        """Note that Generate ran on *token*; forget tokens whose capture is
+        gone. ``expires_in`` does not reset a capture's idle clock."""
+        self._suggested_tokens = {
+            kept
+            for kept in self._suggested_tokens
+            if store.expires_in(kept) is not None
+        }
+        self._suggested_tokens.add(token)
+
     # -- suggest ---------------------------------------------------------------
 
     async def suggest_image_tags(self, request: web.Request) -> web.Response:
@@ -675,6 +694,7 @@ class AnnotationRoutesMixin:
         finally:
             if not started:
                 store.release_use(token)
+        self._remember_suggested(store, token)
         return web.json_response(
             {
                 "success": True,

py/api/diagnostics_report.py

@@ -0,0 +1,289 @@
+"""The shareable diagnostic report (#329 System S12).
+
+``GET /prompt_manager/system/diagnostics`` answers a report built on the
+server from an explicit list of fields: the project and Viewer.js versions,
+Python and the platform, the four checks of the legacy ``GET /diagnostics``
+(one helper, ``admin.legacy_checks``), the database's public info, source
+counts, the log configuration and statistics, the last health summary and
+the configuration keys that only ``config.json`` holds. It never copies
+``PromptManagerConfig.get_config()``: no path leaf is listed, and the CivitAI
+key is reported only as ``has_civitai_api_key``.
+
+Every path in the report goes through ``report_path``: relative to the
+closest public anchor that is not a filesystem root, else ``"outside
+ComfyUI"``, never a basename that could be a user name. As a backstop,
+``scrub`` replaces any string that still looks like an absolute path, holds
+the saved key or the home folder (with or without its root), and counts each
+replacement in ``redacted`` (0 for a correct builder).
+
+The report opens the database, so it takes a registry lease: it is refused
+(409 ``busy``) while an ``exclusive`` job (a restore) runs, and a restore
+waits for it. It is built off the event loop.
+"""
+
+import datetime
+import json
+import ntpath
+import os
+import platform
+import posixpath
+import re
+from pathlib import Path, PurePosixPath, PureWindowsPath
+
+from aiohttp import web
+
+from . import admin as _admin
+from .job_routes import busy_response
+from .jobs import JobBusy
+from .system import health_summary
+
+try:
+    from ...utils.version import project_version
+except ImportError:  # loaded as the top-level ``py`` package (tests)
+    from utils.version import project_version
+
+DIAGNOSTICS_LEASE = "Diagnostics"
+_ROOT = Path(__file__).resolve().parents[2]
+VIEWERJS_PROVENANCE = str(_ROOT / "web" / "lib" / "viewerjs" / "provenance.json")
+OUTSIDE = "outside ComfyUI"
+REMOVED = "[removed]"
+# The CivitAI key is searched for only when it is long enough to be a key.
+MIN_KEY_LENGTH = 8
+_WINDOWS_ABSOLUTE = re.compile(r"^[A-Za-z]:[\\/]")
+
+
+def anchored_path(canonical, anchors, home, pathmod=os.path):
+    """``canonical`` relative to the closest usable anchor, else ``outside ComfyUI``.
+
+    All three are already canonical (``normcase``) in ``pathmod``'s spelling.
+    A filesystem root is never usable, nor is a strict ancestor of ``home``
+    (``/home``, ``C:\\Users``), whose relative paths would start with a user
+    name; so a path inside the home folder needs an anchor at or below it.
+    """
+    flavor = PureWindowsPath if pathmod is ntpath else PurePosixPath
+    target = flavor(canonical)
+    home_path = flavor(home) if home else None
+    usable = []
+    for anchor in map(flavor, anchors):
+        if anchor.parent == anchor:
+            continue
+        if home_path is not None and home_path != anchor:
+            if home_path.is_relative_to(anchor):
+                continue
+        if target.is_relative_to(anchor):
+            usable.append(anchor)
+    if not usable:
+        return OUTSIDE
+    anchor = max(usable, key=lambda a: len(a.parts))
+    return target.relative_to(anchor).as_posix() or "."
+
+
+def _canonical(path):
+    return os.path.normcase(os.path.realpath(str(path)))
+
+
+def report_path(path):
+    """``path`` relative to a public anchor (POSIX style), else ``outside ComfyUI``."""
+    if not path:
+        return ""
+    from ..config import GalleryConfig
+
+    try:
+        canonical = _canonical(path)
+        anchors = [_canonical(anchor) for anchor in GalleryConfig.path_anchors()]
+        home = os.path.expanduser("~")
+        home = _canonical(home) if home and home != "~" else None
+    except (OSError, ValueError):
+        return OUTSIDE
+    return anchored_path(canonical, anchors, home)
+
+
+def _looks_absolute(text):
+    return (
+        posixpath.isabs(text)
+        or ntpath.isabs(text)
+        or _WINDOWS_ABSOLUTE.match(text) is not None
+        or text.startswith("\\\\")
+    )
+
+
+# The home folder is matched only as whole path parts, never inside a word.
+_PART = r"(?<![\w.-]){}(?![\w.-])"
+MIN_HOME_NAME = 3
+
+
+def _home_patterns():
+    """``(pattern, paths_only)`` for the home folder: in full, rootless, its name.
+
+    Accepted residual risk: only this process's own home folder is known, so
+    another user's home (an output folder under /home/<them> while ComfyUI
+    runs as a service account) can still be named by a report path.
+    """
+    home = os.path.expanduser("~")
+    if not home or home == "~" or len(home) < 4 or home in ("/", "\\"):
+        return ()
+    spellings = {home, home.replace("\\", "/")}
+    relative = os.path.splitdrive(home)[1].strip("\\/")
+    for spelling in (relative, relative.replace("\\", "/")):
+        if "/" in spelling or "\\" in spelling:
+            spellings.add(spelling)
+    patterns = [
+        (re.compile(_PART.format(re.escape(spelling)), re.IGNORECASE), False)
+        for spelling in spellings
+    ]
+    name = re.split(r"[\\/]", relative)[-1] if relative else ""
+    if len(name) >= MIN_HOME_NAME:
+        # The bare name only inside a path ("info/x"), not a word ("INFO").
+        patterns.append(
+            (re.compile(_PART.format(re.escape(name)), re.IGNORECASE), True)
+        )
+    return tuple(patterns)
+
+
+def scrub(report, key):
+    """``report`` with leaked paths and the key replaced, counted in ``redacted``."""
+    key = key if isinstance(key, str) and len(key) >= MIN_KEY_LENGTH else None
+    homes = _home_patterns()
+    count = 0
+
+    def clean(value):
+        nonlocal count
+        if isinstance(value, str):
+            if (
+                _looks_absolute(value)
+                or (key and key in value)
+                or any(
+                    pattern.search(value)
+                    for pattern, paths_only in homes
+                    if not paths_only or "/" in value or "\\" in value
+                )
+            ):
+                count += 1
+                return REMOVED
+            return value
+        if isinstance(value, dict):
+            return {name: clean(item) for name, item in value.items()}
+        if isinstance(value, (list, tuple)):
+            return [clean(item) for item in value]
+        return value
+
+    cleaned = clean(report)
+    cleaned["redacted"] = int(cleaned.get("redacted") or 0) + count
+    return cleaned
+
+
+def viewerjs_version(path=None):
+    """The pinned Viewer.js version from its provenance file, or ``unknown``."""
+    try:
+        with open(path or VIEWERJS_PROVENANCE, encoding="utf-8") as handle:
+            version = json.load(handle).get("version")
+    except (OSError, ValueError, AttributeError):
+        return "unknown"
+    return version if isinstance(version, str) and version else "unknown"
+
+
+def public_config():
+    """The configuration keys only ``config.json`` holds, from an explicit list."""
+    from ..config import GalleryConfig, IntegrationConfig, PromptManagerConfig
+
+    return {
+        "database": {
+            "enable_duplicate_detection": (
+                PromptManagerConfig.ENABLE_DUPLICATE_DETECTION
+            ),
+            "enable_auto_save": PromptManagerConfig.ENABLE_AUTO_SAVE,
+        },
+        "web_ui": {
+            "result_timeout": PromptManagerConfig.RESULT_TIMEOUT,
+            "show_test_button": PromptManagerConfig.SHOW_TEST_BUTTON,
+            "webui_display_mode": PromptManagerConfig.WEBUI_DISPLAY_MODE,
+            "infinite_scroll": PromptManagerConfig.INFINITE_SCROLL,
+        },
+        "performance": {
+            "max_search_results": PromptManagerConfig.MAX_SEARCH_RESULTS,
+            "enable_fuzzy_search": PromptManagerConfig.ENABLE_FUZZY_SEARCH,
+            "auto_backup_interval": PromptManagerConfig.AUTO_BACKUP_INTERVAL,
+            "worker_threads": PromptManagerConfig.WORKER_THREADS,
+        },
+        "gallery": {
+            "processing_delay": GalleryConfig.PROCESSING_DELAY,
+            "prompt_timeout": GalleryConfig.PROMPT_TIMEOUT,
+            "cleanup_interval": GalleryConfig.CLEANUP_INTERVAL,
+            "auto_cleanup_missing_files": GalleryConfig.AUTO_CLEANUP_MISSING_FILES,
+            "max_image_age_days": GalleryConfig.MAX_IMAGE_AGE_DAYS,
+            "max_concurrent_processing": GalleryConfig.MAX_CONCURRENT_PROCESSING,
+            "metadata_extraction_timeout": GalleryConfig.METADATA_EXTRACTION_TIMEOUT,
+        },
+        "integrations": {
+            "lora_manager_enabled": bool(IntegrationConfig.LORA_MANAGER_ENABLED),
+            "has_civitai_api_key": bool(IntegrationConfig.CIVITAI_API_KEY),
+        },
+    }
+
+
+def _source_counts(sources):
+    configured = sources.get("configured") or []
+    effective = sources.get("effective") or []
+    return {
+        "configured": len(configured),
+        "effective": len(effective),
+        "watching": sum(1 for row in effective if row.get("watch") == "watching"),
+        "unavailable": sum(1 for row in configured if row.get("valid") is False),
+    }
+
+
+class DiagnosticsReportMixin:
+    """Mixin providing ``GET /prompt_manager/system/diagnostics``."""
+
+    def _register_diagnostics_report_routes(self, routes):
+        @routes.get("/prompt_manager/system/diagnostics")
+        async def diagnostics_report_route(request):
+            return await self.get_diagnostics_report(request)
+
+    async def get_diagnostics_report(self, request):
+        """The report, built off the loop under a lease (409 ``busy`` in a restore)."""
+        from ..config import IntegrationConfig
+
+        try:
+            async with self._jobs.lease(DIAGNOSTICS_LEASE):
+                report = await self._run_in_executor(self.build_report)
+        except JobBusy as busy:
+            return busy_response(busy)
+        except Exception:
+            self.logger.exception("The diagnostic report could not be built")
+            return web.json_response(
+                {
+                    "success": False,
+                    "code": None,
+                    "error": "The diagnostic report could not be built.",
+                },
+                status=500,
+            )
+        report = scrub(report, IntegrationConfig.CIVITAI_API_KEY)
+        return web.json_response(report, headers={"Cache-Control": "no-store"})
+
+    def build_report(self):
+        """The report's fields (blocking: reads the database and the log folder)."""
+        db = self.db
+        manager = self._get_logger_manager()
+        stats = dict(manager.get_log_stats())
+        stats["log_directory"] = report_path(stats.get("log_directory"))
+        info = dict(db.model.get_database_info() or {})
+        if "database_path" in info:
+            info["database_path"] = report_path(info["database_path"])
+        sources, _monitor = self._source_status()
+        return {
+            "success": True,
+            "generated_at": datetime.datetime.now().replace(microsecond=0).isoformat(),
+            "version": project_version(_ROOT),
+            "python": platform.python_version(),
+            "platform": {"system": platform.system(), "release": platform.release()},
+            "viewerjs": viewerjs_version(VIEWERJS_PROVENANCE),
+            "checks": _admin.legacy_checks(db.model.db_path, report_path),
+            "database_info": info,
+            "sources": _source_counts(sources),
+            "logging": {"config": dict(manager.get_config()), "stats": stats},
+            "health": health_summary(self._current_health_report()),
+            "config": public_config(),
+            "redacted": 0,
+        }

py/api/gallery_listing.py

@@ -0,0 +1,337 @@
+"""One shared listing per output root, and the pure helpers behind it (#348).
+
+The API keeps one ``RootListing`` per output root (``_root_listings`` in
+``py/api/__init__.py``). The record is read and written only on the event
+loop; the walk itself, the comparison with the previous listing and both
+folder sets run in the executor through ``walk_root``. Routes live in
+``py/api/images.py`` (``_listing``); this module has no aiohttp import so
+tests can exercise it without a server.
+
+A settled output the image monitor reports is added to its root's stored
+listing without a walk (``output_settled``, ``insert_entry``), in the place
+a walk would list it. When that cannot be exact, the root is marked dirty
+(``mark_root_dirty``) instead; a dirty root gets one background walk, no
+sooner than ``rewalk_interval`` after its previous walk started (PR 2).
+"""
+
+from __future__ import annotations
+
+import asyncio
+import os
+from bisect import bisect_left
+from dataclasses import dataclass, field
+from pathlib import PurePath
+from typing import Callable, NamedTuple
+
+# A listing older than this (seconds) is served as it is, and one background
+# walk replaces it. Read as ``gallery_listing.REFRESH_AFTER`` so tests can
+# patch it.
+REFRESH_AFTER = 30
+
+# The stale read is served at once; its refresh walk starts this many seconds
+# later, so the walk does not share the GIL with the page's own requests
+# (#348 live test: reads during the walk took 2.2 s instead of 0.07 s).
+REFRESH_DELAY = 1.0
+
+# No background walk of a root starts sooner than rewalk_interval(last walk's
+# duration) after its previous walk started: FACTOR times that duration, at
+# least FLOOR and at most CAP seconds. Walks up to CAP / FACTOR (3 s) then
+# hold the GIL at most ~20% of the time; the cap keeps a new output listed
+# within ~20 s, at the cost of a higher share (back to back from 15 s) on
+# slower walks. Read through this module so tests can patch them.
+REWALK_FLOOR = 5
+REWALK_FACTOR = 5
+REWALK_CAP = 15
+
+# A deferred walk is never armed sooner than this: no zero-delay loop.
+MIN_REWALK_DELAY = 0.5
+
+# A reader with no listing gives up (500) after this many walks in a row were
+# discarded by invalidations made while they ran.
+MAX_DISCARDED_WALKS = 3
+
+WALK_STOPPED = "The listing walk was stopped"
+
+STORED = "stored"
+DISCARDED = "discarded"
+FAILED = "failed"
+
+
+class WalkOutcome(NamedTuple):
+    """What one walk ended with; a walk's flight future resolves to this."""
+
+    kind: str
+    error: BaseException | None = None
+
+    @classmethod
+    def stored(cls) -> "WalkOutcome":
+        return cls(STORED)
+
+    @classmethod
+    def discarded(cls) -> "WalkOutcome":
+        return cls(DISCARDED)
+
+    @classmethod
+    def failed(cls, error: BaseException) -> "WalkOutcome":
+        return cls(FAILED, error)
+
+
+@dataclass
+class RootListing:
+    """The shared listing of one output root.
+
+    A record is never deleted: ``drop()`` clears the listing and bumps
+    ``generation``, so a walk that started before a drop can never be stored
+    after it.
+    """
+
+    # (path, mtime) newest first, as _scan_gallery_files_sync returns it.
+    files: list | None = None
+    folders: frozenset | None = None
+    folders_with_ancestors: frozenset | None = None
+    # Monotonic time the last walk finished, stored or failed.
+    walked_at: float | None = None
+    # Number of the last walk started; a running walk is always that one.
+    walk_seq: int = 0
+    # Number of the walk whose files are stored (Rescan waits on it).
+    stored_seq: int = 0
+    generation: int = 0
+    # The running walk's future (resolves to a WalkOutcome), or None.
+    flight: asyncio.Future | None = None
+    # True while walks keep failing: one warning per streak.
+    failing: bool = False
+    # The one deferred background walk not started yet (loop.call_later), or
+    # None: a stale refresh or a dirty root's rewalk, whichever is due first.
+    rewalk_handle: asyncio.TimerHandle | None = None
+    # normcase(realpath(root)), computed by the walk in the executor: monitor
+    # paths are matched against it without file I/O on the loop.
+    resolved_root: str | None = None
+    # Monotonic start and duration of the last walk (rewalk_interval).
+    last_started_at: float | None = None
+    last_duration: float | None = None
+    # A settled output was reported under this root; cleared when a walk starts.
+    dirty: bool = False
+    # Dropped because the output roots changed: no background walk until a
+    # reader (or the warm-up) asks for this root again. The monitor keeps
+    # watching a removed root until ComfyUI restarts.
+    retired: bool = False
+    # Relative paths of settled outputs waiting to be added to ``files``
+    # without a walk, and the one task adding them (``output_settled``).
+    pending_adds: list = field(default_factory=list)
+    add_task: asyncio.Task | None = None
+    # Settled outputs added to the stored listing since the last walk stored.
+    patched: int = 0
+
+    def drop(self) -> None:
+        self.files = None
+        self.folders = None
+        self.folders_with_ancestors = None
+        self.walked_at = None
+        self.pending_adds = []
+        self.patched = 0
+        self.generation += 1
+
+
+def folder_sets(root, files) -> tuple[frozenset, frozenset]:
+    """``(folders, folders_with_ancestors)`` of the files listed under *root*.
+
+    Folders keep the spelling ``/gallery/subfolders`` has always answered:
+    ``str(relative.parent)`` (native separators) for the folders holding
+    files, plus every ancestor joined by ``/``.
+    """
+    # From the path strings: relative_to per file was half of a large walk.
+    sep, prefix = _root_prefix(root)
+    folders = set()
+    for path, _mtime in files:
+        rel_dir = _folder_of(root, path, sep, prefix)
+        if rel_dir:
+            folders.add(rel_dir)
+    with_ancestors = set(folders)
+    for folder in folders:
+        with_ancestors.update(_ancestors(folder))
+    return frozenset(folders), frozenset(with_ancestors)
+
+
+def add_folder(root, path, folders, with_ancestors) -> tuple[frozenset, frozenset]:
+    """Both folder sets once *path* is listed too (the same sets when it adds none)."""
+    sep, prefix = _root_prefix(root)
+    rel_dir = _folder_of(root, path, sep, prefix)
+    if not rel_dir or rel_dir in folders:
+        return folders, with_ancestors
+    return folders | {rel_dir}, with_ancestors | {rel_dir, *_ancestors(rel_dir)}
+
+
+def _root_prefix(root) -> tuple[str, str]:
+    # The separator is the path flavour's own (tests use PureWindowsPath).
+    sep = str(type(root)("a", "b"))[1]
+    prefix = str(root)
+    if not prefix.endswith(sep):
+        prefix += sep
+    return sep, prefix
+
+
+def _folder_of(root, path, sep, prefix) -> str:
+    """The folder ``/gallery/subfolders`` names for *path*; "" for the root."""
+    text = str(path)
+    if text.startswith(prefix):
+        rel_dir = text[len(prefix) :].rpartition(sep)[0]
+    else:
+        rel_dir = str(path.relative_to(root).parent)
+    return "" if rel_dir == "." else rel_dir
+
+
+def _ancestors(folder: str) -> list[str]:
+    parts = folder.replace("\\", "/").split("/")
+    return ["/".join(parts[:i]) for i in range(1, len(parts))]
+
+
+def relative_part(resolved_root: str, path, pathmod=os.path) -> str | None:
+    """The part of the resolved *path* below *resolved_root*, as a walk spells it.
+
+    Kept in *path*'s own case (``realpath`` gives a file's on-disk case on
+    Windows) with the native separator. None when *path* is not below the
+    root, or when the case folding changed the length so the slice would
+    not be exact.
+    """
+    sep = pathmod.sep
+    text = str(path)
+    if sep == "\\":
+        text = _plain(text.replace("/", sep), pathmod)
+    folded = pathmod.normcase(text)
+    prefix = _plain(resolved_root, pathmod)
+    if not prefix.endswith(sep):
+        prefix += sep
+    if len(folded) != len(text) or not folded.startswith(prefix):
+        return None
+    relative = text[len(prefix) :]
+    if any(part in ("", ".", "..") for part in relative.split(sep)):
+        return None
+    return relative
+
+
+def insert_entry(files: list, entry: tuple, max_files: int) -> list | None:
+    """A new listing with *entry* ``(path, mtime)`` where a walk would list it.
+
+    *files* is newest first; an entry for the same path is replaced. Returns
+    *files* itself when it already holds *entry*, and None when the place is
+    not exact: another file has the same mtime (a walk orders those by its
+    own visit order), or the listing is at the walk's *max_files* cap.
+    Blocking (one pass over *files*): run it in the executor.
+    """
+    path, mtime = entry
+    text = str(path)
+    kept = files
+    for index, (listed, listed_mtime) in enumerate(files):
+        if str(listed) == text:
+            if listed_mtime == mtime:
+                return files
+            kept = files[:index] + files[index + 1 :]
+            break
+    else:
+        if len(files) >= max_files:
+            return None
+    index = bisect_left(kept, -mtime, key=lambda item: -item[1])
+    if index < len(kept) and kept[index][1] == mtime:
+        return None
+    return [*kept[:index], entry, *kept[index:]]
+
+
+# A listing that differs from the cached one by more entries than this is
+# rebuilt in full by the workspace caches (listing_delta).
+MAX_DELTA = 256
+
+
+def listing_delta(old: list, new: list, limit: int = MAX_DELTA):
+    """``(added, removed)`` entries from *old* to *new*, or None past *limit*.
+
+    A listing patched by ``insert_entry`` shares every unchanged entry object
+    with the one it came from, so entries are told apart by identity: a walk
+    builds new tuples, shares none and is rebuilt in full. *old* must still
+    be alive (the
+    caller's cache holds it), so no identity was reused.
+    """
+    if abs(len(new) - len(old)) > limit:
+        return None
+    old_ids = set(map(id, old))
+    added = []
+    for entry in new:
+        if id(entry) not in old_ids:
+            added.append(entry)
+            if len(added) > limit:
+                return None
+    if new and len(added) == len(new):
+        return None  # nothing shared: a walk
+    if len(old) + len(added) == len(new):
+        return added, []
+    new_ids = set(map(id, new))
+    return added, [entry for entry in old if id(entry) not in new_ids]
+
+
+def rewalk_interval(last_duration) -> float:
+    """Seconds from a walk's start to the next background walk of its root."""
+    scaled = REWALK_FACTOR * (last_duration or 0.0)
+    return min(REWALK_CAP, max(REWALK_FLOOR, scaled))
+
+
+def root_contains(resolved_root: str, path, pathmod=os.path) -> bool:
+    """True when the resolved *path* lies under *resolved_root* (no file I/O).
+
+    *resolved_root* is already ``normcase``d; *path* is folded the same way,
+    so Windows matches case-insensitively and with either separator. The
+    match ends at a separator: ``/out2/x.png`` is not under ``/out``.
+    """
+    target = _plain(pathmod.normcase(str(path)), pathmod)
+    prefix = _plain(resolved_root, pathmod)
+    if not prefix.endswith(pathmod.sep):
+        prefix += pathmod.sep
+    return target.startswith(prefix)
+
+
+def _plain(path: str, pathmod) -> str:
+    """*path* (normcased or not) without a Windows extended-length prefix.
+
+    ``realpath`` may keep ``\\\\?\\`` on a file past MAX_PATH while its shorter
+    root resolves without it.
+    """
+    if pathmod.sep != "\\":
+        return path
+    if path[:8].lower() == "\\\\?\\unc\\":
+        return "\\\\" + path[8:]
+    if path.startswith("\\\\?\\"):
+        return path[4:]
+    return path
+
+
+def resolve_root(root) -> str:
+    """``normcase(realpath(root))``, the spelling monitor paths are matched in.
+
+    File I/O (realpath follows links): call it in the executor.
+    """
+    return os.path.normcase(os.path.realpath(str(root)))
+
+
+def same_listing(old, new) -> bool:
+    """True when two listings hold the same ``(path, mtime)`` pairs in order."""
+    if old is None or new is None:
+        return False
+    return old is new or old == new
+
+
+def walk_root(
+    scan_fn: Callable[[PurePath], list], root, previous_files
+) -> tuple[list, frozenset, frozenset, str]:
+    """The single executor job of a walk.
+
+    Returns ``(files, folders, with_ancestors, resolved_root)``.
+
+    Opens the root first, so a missing or unreadable root raises ``OSError``
+    instead of listing nothing. Returns *previous_files* itself when nothing
+    changed, which keeps the identity-keyed caches built on it warm.
+    """
+    with os.scandir(root):
+        pass
+    files = scan_fn(root)
+    if same_listing(previous_files, files):
+        files = previous_files
+    folders, with_ancestors = folder_sets(root, files)
+    return files, folders, with_ancestors, resolve_root(root)

py/api/image_tag_jobs.py

@@ -2,7 +2,9 @@
 
 ``POST /prompt_manager/jobs/image-tags`` starts one ``image-tags`` job over
 1..500 listed images, named by the listing identity ``{root_index,
-root_scope, path}``. The job is record-changing (it writes image tag sets and
+root_scope, path}``, or over every image a listing ``filter`` admits (at most
+10,000, resolved at start in the listing's order; "Select all N matching",
+#392). The job is record-changing (it writes image tag sets and
 new vocabulary names), so it never runs beside the metadata scan.
 
 - **Add tags** (``mode: "add"``) hashes each current file and unions a fixed
@@ -18,13 +20,21 @@ the suggestion worker and the storage call ``add_image_tags``. Files are
 handled one at a time and the job stops at a file boundary when cancelled,
 keeping what it already wrote. Rows and log lines carry root-relative paths
 and public root labels only.
+
+Auto-tag marks each image it ran the model on as auto-tagged (#379), with the
+union of its tags. The ``autotag`` job ("Tag output images", started by
+``POST /jobs/autotag``) runs the same per-file loop over every still image the
+output folders list (:meth:`ImageTagJobsMixin._run_autotag_batch`): image
+tags only, never a prompt tag or prompt text.
 """
 
 import asyncio
+import dataclasses
 import functools
 import os
 import time
 from dataclasses import dataclass, field
+from typing import NamedTuple
 
 from aiohttp import web
 
@@ -45,10 +55,24 @@ from .annotations import (
     _submit,
     _target,
 )
-from .autotag_routes import model_busy_response
-from .images import _public_path
+from .autotag_routes import BATCH_CANCELLED, MODEL_BUSY_ERROR, model_busy_response
+from .images import (
+    MAX_LISTING_SELECTION,
+    ListingSourceChanged,
+    _current_fingerprint,
+    _listing_posix,
+    _public_path,
+    parse_listing_filter,
+)
 from .job_routes import busy_response
-from .jobs import IMAGE_TAG_GROUP_NAMES, IMAGE_TAG_JOB_KIND, JobBusy
+from .jobs import (
+    AUTOTAG_BATCH_JOB_KIND,
+    AUTOTAG_GROUP_NAMES,
+    IMAGE_TAG_GROUP_NAMES,
+    IMAGE_TAG_JOB_KIND,
+    JobBusy,
+)
+from .maintenance import disk_plan, short_space_message
 from .prompts import bad_request
 
 try:
@@ -75,6 +99,11 @@ except ImportError:
     from utils.video_metadata import is_video_path
 
 MAX_JOB_TARGETS = 500
+# A filter start resolves on the server, so the request body does not bound it.
+MAX_FILTER_TARGETS = MAX_LISTING_SELECTION
+NO_IMAGES = "No images match this view."
+FILTER_LISTING_FAILED = "The matching images could not be listed. Try again."
+TOO_MANY_IMAGES = "Narrow the view to at most {cap:,} images."
 # 500 maximal targets plus the options: a path of MAX_TARGET_PATH code points
 # takes at most 6 bytes each on the wire (a \uXXXX escape; raw UTF-8 is at most
 # 4), and the root index and scope fit in 256. The annotation routes' 64 KiB
@@ -88,9 +117,10 @@ ADD_TITLE = "Add tags to images"
 AUTO_TITLE = "Auto-tag images"
 GATE_OWNER_KIND = "image-tag-job"
 
+# Each mode's fields besides the images, named by ``targets`` or ``filter``.
 _FIELDS = {
-    "add": frozenset({"mode", "targets", "tags"}),
-    "auto": frozenset({"mode", "targets", "model_type", "options"}),
+    "add": frozenset({"mode", "tags"}),
+    "auto": frozenset({"mode", "model_type", "options"}),
 }
 _VERBS = {"add": "Add tags", "auto": "Auto-tag"}
 _LOG_PREFIXES = {"tagged": "+", "unchanged": "=", "skipped": "-", "errors": "!"}
@@ -107,6 +137,14 @@ READ_FAILED = "The file could not be read."
 SOURCE_CHANGED = "The source changed. Refresh the image collection."
 STORAGE_RESTORED = "Prompt storage was restored; start the job again."
 BUSY_RETRY = "The file could not be read now. Run the job again for it."
+# Tag output images (#379): the per-image batch.
+ALREADY_AUTOTAGGED = "Already auto-tagged"
+LISTING_FAILED = "The output folders could not be listed. Try again."
+LISTING_STATUS = "Listing output images…"
+_INTERNAL_ERROR = "An internal error occurred. Check server logs for details."
+# The pre-pass stats and looks up this many targets at a time, checking for a
+# cancel between chunks.
+PREPASS_CHUNK = 500
 
 _monotonic = time.monotonic  # the job's clock (a test can fake it)
 
@@ -141,6 +179,8 @@ class _Spec:
     tags: tuple = ()
     model_type: str | None = None
     options: dict | None = None
+    # A listing filter the start resolves into ``targets`` (#392).
+    filter: dict | None = None
 
     @property
     def title(self) -> str:
@@ -199,21 +239,35 @@ def parse_image_tag_request(data: dict):
     """A :class:`_Spec` for a start body, or ``(None, error response)``.
 
     ``{mode:"add", targets, tags}`` or ``{mode:"auto", targets, model_type,
-    options}`` exactly; options follow the Tag dialog's Generate rules.
+    options}`` exactly; options follow the Tag dialog's Generate rules. A
+    ``filter`` (a listing query object, parse_listing_filter) may stand in for
+    ``targets``; the start resolves it.
     """
     fields = _FIELDS.get(data.get("mode"))
     if fields is None:
         return None, bad_request('mode must be "add" or "auto"')
+    fields = fields | {"filter" if "filter" in data else "targets"}
     if set(data) != fields:
         return None, bad_request(
             "Request must contain exactly " + ", ".join(sorted(fields))
         )
-    targets, error = _parse_targets(data["targets"])
-    if error is not None:
-        return None, error
+    listing_filter, targets = None, ()
+    if "filter" in data:
+        try:
+            listing_filter = parse_listing_filter(data["filter"])
+        except ValueError as exc:
+            return None, bad_request(str(exc))
+    else:
+        targets, error = _parse_targets(data["targets"])
+        if error is not None:
+            return None, error
     if data["mode"] == "add":
-        return _parse_add(targets, data)
-    return _parse_auto(targets, data)
+        spec, error = _parse_add(targets, data)
+    else:
+        spec, error = _parse_auto(targets, data)
+    if spec is not None and listing_filter is not None:
+        spec = dataclasses.replace(spec, filter=listing_filter)
+    return spec, error
 
 
 def _capture_outcome(exc: CaptureError, root, relative: str):
@@ -246,6 +300,92 @@ async def _capacity_retried(job, attempt):
     return await attempt()
 
 
+class Refusal(NamedTuple):
+    """Why a Tag output images start was refused.
+
+    ``response`` is the native route's JSON answer; ``message`` the sentence
+    a legacy stream frame carries.
+    """
+
+    status: int
+    code: str
+    message: str
+    response: web.Response
+
+
+@dataclass(frozen=True)
+class AutotagRun:
+    """What one Tag output images job runs with (validated at its start)."""
+
+    model_type: str
+    existing: str
+    options: dict
+    keep_in_memory: bool
+    backup_on: bool
+    owner: object
+
+
+@dataclass(frozen=True)
+class _BatchTarget:
+    """One still image of the batch: the job target and its private keys."""
+
+    target: tuple  # (root_index, root_scope, relative): the image-tags target
+    path: str  # the listed file, for the pre-pass stat (never sent out)
+    locator: str  # the image tag key: normcase(join(realpath(root), relative))
+    label: str  # the root's public label
+
+
+def _still_targets(api, index, root, files, seen: set) -> list:
+    """Worker thread: one root's listed still images as _BatchTargets.
+
+    Newest first (the listing's order). A locator an earlier root already
+    produced (overlapping roots) is dropped; ``seen`` collects them.
+    """
+    scope = api._gallery_root_scope(root, index)
+    label = _public_path(root)
+    real = os.path.realpath(root)
+    prefix = os.path.join(str(root), "")
+    found = []
+    for path, _mtime in files:
+        relative = _listing_posix(root, prefix, path)
+        if is_video_path(relative):
+            continue
+        locator = os.path.normcase(os.path.join(real, *relative.split("/")))
+        if locator in seen:
+            continue
+        seen.add(locator)
+        found.append(_BatchTarget((index, scope, relative), str(path), locator, label))
+    return found
+
+
+def _prepass_chunk(db, chunk, skip_marked: bool, max_file: int):
+    """Worker thread: ``(remaining, skips)`` for a chunk of _BatchTargets.
+
+    Stats each file (no open, no hash): gone is "File not found", over the
+    capture limit "Too large to verify"; under "Skip already tagged" a file
+    whose current bytes are marked is "Already auto-tagged". ``skips`` are
+    ``(target, detail)`` pairs in target order.
+    """
+    stats, skips, alive = {}, [], []
+    for item in chunk:
+        fingerprint = _current_fingerprint(item.path)
+        if fingerprint is None:
+            skips.append((item, FILE_NOT_FOUND))
+        elif fingerprint[0] > max_file:
+            skips.append((item, TOO_LARGE))
+        else:
+            stats[item.locator] = fingerprint
+            alive.append(item)
+    marked = db.autotag_state(stats) if skip_marked and stats else {}
+    remaining = []
+    for item in alive:
+        if marked.get(item.locator):
+            skips.append((item, ALREADY_AUTOTAGGED))
+        else:
+            remaining.append(item)
+    return remaining, skips
+
+
 def _load_model(service, model_type: str, use_gpu: bool) -> None:
     """Worker thread: load (or swap to) *model_type*; never downloads."""
     if service.is_model_loaded() and service.get_loaded_model_type() == model_type:
@@ -254,6 +394,25 @@ def _load_model(service, model_type: str, use_gpu: bool) -> None:
         raise RuntimeError(f"{model_type} could not be loaded")
 
 
+def _refusal(status: int, code: str, message: str) -> Refusal:
+    response = web.json_response(
+        {"success": False, "code": code, "error": message}, status=status
+    )
+    return Refusal(status, code, message, response)
+
+
+def _busy_refusal(busy: JobBusy) -> Refusal:
+    title = getattr(busy.running, "title", "") or "Another job"
+    return Refusal(409, "busy", f"{title} already running", busy_response(busy))
+
+
+def _batch_cancelled(job) -> str:
+    """Say the batch was cancelled; its end state (the runner ends the job)."""
+    job.update(status_line=BATCH_CANCELLED)
+    job.log_line(BATCH_CANCELLED)
+    return "cancelled"
+
+
 class ImageTagJobsMixin:
     """The ``image-tags`` job kind: start route and runner."""
 
@@ -270,6 +429,10 @@ class ImageTagJobsMixin:
         spec, error = parse_image_tag_request(data)
         if error is not None:
             return error
+        if spec.filter is not None:
+            spec, error = await self._resolve_job_filter(spec)
+            if error is not None:
+                return error
         roots = await self._run_in_executor(self._job_roots, spec.targets)
         if any(root is None for root, _label in roots.values()):
             return _coded("source-changed")
@@ -301,6 +464,246 @@ class ImageTagJobsMixin:
             job.task.add_done_callback(lambda _task: model_gate.release(owner))
         return web.json_response({"success": True, "job": job.summary()}, status=202)
 
+    # -- Tag output images (#379) ---------------------------------------------
+
+    async def _autotag_targets(self) -> list:
+        """Every still image the output folders list, as _BatchTargets.
+
+        Root by root in configured order, each newest first (the shared
+        listing, ``_get_gallery_files``, used as it is even when stale). Videos
+        are not targets; a file under two overlapping roots is one target.
+        """
+        seen: set = set()
+        found = []
+        for index, root in enumerate(list(self._get_all_output_dirs())):
+            files = await self._get_gallery_files(root)
+            found.extend(
+                await self._run_in_executor(
+                    _still_targets, self, index, root, files, seen
+                )
+            )
+        return found
+
+    async def _start_autotag(
+        self, *, model_type, existing, options, keep_in_memory, title, owner_kind
+    ):
+        """Register a Tag output images job: ``(job, None)`` or ``(None, Refusal)``.
+
+        ``options`` are already validated (``validate_options``). The checks
+        run in this order: 409 ``model-unavailable``; 507
+        ``insufficient-space`` (only when the safety backup is on); 409
+        ``busy`` (another records job); 409 ``model-busy``. No await follows
+        the busy check. The gate is taken before the job registers and
+        released when the task ends, also before its runner ever starts.
+        """
+        from ..autotag import MODELS, get_autotag_service
+
+        backup_on = self._safety_backup_policy() == "on"
+        status = await self._run_in_executor(get_autotag_service().get_models_status)
+        _disk, short, _size = await self._run_in_executor(
+            functools.partial(
+                disk_plan, self.db.model.db_path, backup=backup_on, vacuum=False
+            )
+        )
+        label = MODELS[model_type]["label"]
+        if not (status.get(model_type) or {}).get("downloaded"):
+            message = (
+                f"{label} is not downloaded. Download it in System › Auto-tagging."
+            )
+            return None, _refusal(409, "model-unavailable", message)
+        if backup_on and short is not None:
+            return None, _refusal(507, "insufficient-space", short_space_message(short))
+        busy = self._jobs.blocker(AUTOTAG_BATCH_JOB_KIND, admission="records")
+        if busy is not None:
+            return None, _busy_refusal(JobBusy(busy))
+        owner = model_gate.new_owner(owner_kind)
+        if not model_gate.try_acquire(owner):
+            response = model_busy_response()
+            return None, Refusal(409, "model-busy", MODEL_BUSY_ERROR, response)
+        run = AutotagRun(
+            model_type, existing, options, keep_in_memory, backup_on, owner
+        )
+        try:
+            job = self._jobs.start(
+                AUTOTAG_BATCH_JOB_KIND,
+                title,
+                admission="records",
+                cancellable=True,
+                scope={"model_type": model_type, "existing": existing, "label": label},
+                groups=AUTOTAG_GROUP_NAMES,
+                runner=functools.partial(self._run_autotag_batch, run),
+            )
+        except BaseException as refused:
+            model_gate.release(owner)
+            if isinstance(refused, JobBusy):
+                return None, _busy_refusal(refused)
+            raise
+        job.task.add_done_callback(lambda _task: model_gate.release(owner))
+        return job, None
+
+    async def _run_autotag_batch(self, run: AutotagRun, job) -> None:
+        """The ``autotag`` job: backup, model, listing, pre-pass, per-image loop.
+
+        ``job.cancelled`` is checked between phases (and per pre-pass chunk
+        and per image). Each phase publishes ``{"type": "phase", "phase"}``.
+        With ``keep_in_memory`` false the model is unloaded under the gate.
+        The job ends only after that cleanup and the gate release, so a job
+        that reads as ended never still holds the gate.
+        """
+        state = "failed"
+        try:
+            state = await self._autotag_batch_phases(run, job)
+        except Exception:
+            self.logger.exception("Tag output images failed")
+            job.update(status_line=_INTERNAL_ERROR)
+            job.log_line(f"Tagging failed · {_INTERNAL_ERROR}")
+        finally:
+            try:
+                if not run.keep_in_memory:
+                    await self._unload_batch_model(run.owner)
+                if run.backup_on:
+                    await self._prune_backup_pool(job, self.db)
+            finally:
+                model_gate.release(run.owner)
+                job.publish({"type": state, "progress": job.progress})
+                job.finish(state)
+
+    async def _unload_batch_model(self, owner) -> None:
+        from ..autotag import get_autotag_service
+
+        service = get_autotag_service()
+        try:
+            if service.is_model_loaded():
+                await model_gate.run(owner, service.unload_model)
+        except Exception:
+            self.logger.exception("The tagging model could not be unloaded")
+
+    async def _autotag_batch_phases(self, run: AutotagRun, job) -> str:
+        """Run the phases; the job's end state (the caller ends the job)."""
+        job.publish({"type": "phase", "phase": "backup"})
+        ok, _backup = await self._safety_backup_step(job, self.db, run.backup_on)
+        if not ok:
+            return "failed"
+        if job.cancelled:
+            return _batch_cancelled(job)
+        job.publish({"type": "phase", "phase": "model"})
+        job.update(status_line="Loading the tagging model")
+        spec = _Spec("auto", (), model_type=run.model_type, options=run.options)
+        service = await self._prepare_tagging_model(job, spec, run.owner)
+        if service is None:
+            return "failed"
+        if job.cancelled:
+            return _batch_cancelled(job)
+        job.publish({"type": "phase", "phase": "listing"})
+        job.update(status_line=LISTING_STATUS)
+        epoch = await self._run_in_executor(self.db.get_execution_epoch)
+        try:
+            targets = await self._autotag_targets()
+        except Exception:
+            self.logger.exception("Tag output images could not list the outputs")
+            job.update(status_line=LISTING_FAILED)
+            job.log_line(f"! {LISTING_FAILED}")
+            return "failed"
+        total = len(targets)
+        job.scope["images"] = total
+        job.update(total=total)
+        policy = (
+            "skip images already auto-tagged" if run.existing == "skip" else "merge"
+        )
+        job.log_line(
+            f"Tagging started · {job.scope.get('label') or run.model_type} · "
+            f"{_plural(total, 'image')} · {policy}"
+        )
+        if job.cancelled:
+            return _batch_cancelled(job)
+        remaining = await self._autotag_prepass(job, targets, run.existing == "skip")
+        if remaining is None:
+            return _batch_cancelled(job)
+        done = total - len(remaining)
+        spec = dataclasses.replace(
+            spec, targets=tuple(item.target for item in remaining)
+        )
+        loop_run = _Run(job, spec, epoch, run.owner, service)
+        if not await self._tag_each_file(loop_run, done_before=done):
+            job.update(status_line=STORAGE_RESTORED)
+            job.log_line(f"Tagging stopped · {STORAGE_RESTORED}")
+            return "failed"
+        if job.cancelled:
+            return _batch_cancelled(job)
+        finished = f"Tagged {_plural(job.counters.get('tagged', 0), 'image')}"
+        job.update(status_line=finished, progress=100)
+        job.log_line(finished)
+        return "finished"
+
+    async def _autotag_prepass(self, job, targets, skip_marked: bool):
+        """The targets left for the model, or None when cancelled meanwhile.
+
+        Opens and hashes nothing: one stat per file and one indexed read per
+        chunk. Skips are counted with ``record_counted`` (exact counters, rows
+        up to the cap, no log line each).
+        """
+        max_file = self._capture_store().max_file
+        remaining, skipped = [], 0
+        total = len(targets)
+        for start in range(0, total, PREPASS_CHUNK):
+            if job.cancelled:
+                return None
+            chunk = targets[start : start + PREPASS_CHUNK]
+            left, skips = await self._run_in_executor(
+                _prepass_chunk, self.db, chunk, skip_marked, max_file
+            )
+            remaining.extend(left)
+            if skips:
+                job.record_counted(
+                    "skipped",
+                    len(skips),
+                    [
+                        {
+                            "path": item.target[2],
+                            "root": item.label,
+                            "root_index": item.target[0],
+                            "detail": detail,
+                        }
+                        for item, detail in skips
+                    ],
+                )
+                skipped += len(skips)
+                job.update(processed=skipped, progress=skipped * 100 // total)
+                job.publish({"type": "progress", "progress": job.progress})
+        if skipped:
+            job.log_line(f"Skipped {_plural(skipped, 'image')} before tagging")
+        return remaining
+
+    async def _resolve_job_filter(self, spec: _Spec):
+        """``spec`` with its filter resolved into targets, or ``(None, error)``.
+
+        The listing's own identities, in its order, kept only where a target
+        could have named them (a media path the job can tag).
+        """
+        cap = MAX_FILTER_TARGETS
+        try:
+            selection = await self.resolve_listing_filter(spec.filter, cap)
+        except ListingSourceChanged:
+            return None, _coded("source-changed")
+        except ValueError as exc:
+            return None, bad_request(str(exc))
+        except Exception:
+            # Never echo it: it can carry SQL or database text.
+            self.logger.error("A tagging filter could not be resolved", exc_info=True)
+            return None, _error(500, "listing-failed", FILTER_LISTING_FAILED)
+        if selection.truncated:
+            return None, _error(400, "too-many-images", TOO_MANY_IMAGES.format(cap=cap))
+        targets = []
+        for index, scope, relative in selection.targets:
+            target, error = _target(
+                {"root_index": index, "root_scope": scope, "path": relative}
+            )
+            if error is None:
+                targets.append(target)
+        if not targets:
+            return None, _error(400, "no-images", NO_IMAGES)
+        return dataclasses.replace(spec, targets=tuple(targets)), None
+
     # -- runner ----------------------------------------------------------------
 
     def _job_roots(self, targets) -> dict:
@@ -331,28 +734,39 @@ class ImageTagJobsMixin:
                     job.finish("failed")
                     return
             if not await self._tag_each_file(run):
+                job.update(status_line=STORAGE_RESTORED)
                 job.log_line(f"{verb} stopped · {STORAGE_RESTORED}")
                 job.finish("failed")
                 return
             state = "cancelled" if job.cancelled else "finished"
-            job.log_line(f"{verb} {state} · {_plural(job.processed, 'file')} processed")
+            # An ended job never keeps the loop's "about X min left" (#379).
+            ended = f"{verb} {state} · {_plural(job.processed, 'file')} processed"
+            job.update(status_line=ended)
+            job.log_line(ended)
             job.publish({"type": state, "progress": job.progress})
             job.finish(state)
         finally:
             if owner is not None:
                 model_gate.release(owner)
 
-    async def _tag_each_file(self, run: _Run) -> bool:
-        """Tag the targets in order; False when the job had to stop."""
-        job, total = run.job, len(run.spec.targets)
+    async def _tag_each_file(self, run: _Run, *, done_before: int = 0) -> bool:
+        """Tag the targets in order; False when the job had to stop.
+
+        ``done_before`` files were already counted (the batch's pre-pass): file
+        n of this loop is "file done_before + n" of the job, and the time left
+        uses this loop's rate only.
+        """
+        job, count = run.job, len(run.spec.targets)
+        total = done_before + count
         run.roots = await self._run_in_executor(self._job_roots, run.spec.targets)
         started = _monotonic()
         for number, target in enumerate(run.spec.targets, 1):
             if job.cancelled:
                 break
             # The scan's estimate (D56), with each finished file as one batch.
-            left = _time_left(number - 1, total, number - 1, _monotonic() - started)
-            job.update(status_line=f"Processing file {number:,} of {total:,}{left}")
+            left = _time_left(number - 1, count, number - 1, _monotonic() - started)
+            shown = done_before + number
+            job.update(status_line=f"Processing file {shown:,} of {total:,}{left}")
             job.publish({"type": "progress", "progress": job.progress})
             stopped = False
             try:
@@ -363,7 +777,7 @@ class ImageTagJobsMixin:
                 self.logger.exception("Image tagging failed for one file")
                 group, detail = "errors", SAVE_FAILED
             self._record_tag_outcome(run, target, group, detail)
-            job.update(processed=number, progress=number * 100 // total)
+            job.update(processed=shown, progress=shown * 100 // total)
             if stopped:
                 return False
         return True
@@ -439,9 +853,17 @@ class ImageTagJobsMixin:
             store.release(capture.token)
 
     async def _auto_tag_capture(self, run: _Run, store, capture, root, relative):
-        """Suggest on the capture, then union only onto the same current bytes."""
+        """Suggest on the capture, then union only onto the same current bytes.
+
+        The bytes are marked auto-tagged with the union, also when the model
+        returned no names; captured bytes no model can read are marked too
+        (and stay skipped), so a "Skip already tagged" run passes them by.
+        """
         if not capture.inferable:
-            return "skipped", NOT_A_STILL
+            group, detail = await self._union_image_tags(
+                capture, [], run.epoch, mark_autotagged=True
+            )
+            return (group, detail) if group == "errors" else ("skipped", NOT_A_STILL)
         if store.acquire(capture.token) is None:
             raise _JobStopped  # every capture was invalidated (restore)
         spec = run.spec
@@ -467,21 +889,30 @@ class ImageTagJobsMixin:
         if facts.locator != capture.locator or facts.sha256 != capture.sha256:
             return "skipped", FILE_CHANGED
         names = [str(name) for name, _score in pairs]
-        if not names:
-            return "unchanged", NO_NEW_TAGS
-        return await self._union_image_tags(facts, names, run.epoch)
+        return await self._union_image_tags(
+            facts, names, run.epoch, mark_autotagged=True
+        )
 
-    async def _union_image_tags(self, facts, tags: list, epoch: str):
-        """``add_image_tags`` on the verified bytes, as a (group, detail)."""
+    async def _union_image_tags(
+        self, facts, tags: list, epoch: str, *, mark_autotagged: bool = False
+    ):
+        """``add_image_tags`` on the verified bytes, as a (group, detail).
+
+        ``mark_autotagged`` (a model's result) marks the bytes auto-tagged in
+        the same write; then ``tags`` may be empty.
+        """
         try:
             receipt = await self._run_in_executor(
-                self.db.add_image_tags,
-                locator=facts.locator,
-                sha256=facts.sha256,
-                size=facts.size,
-                mtime_ns=facts.mtime_ns,
-                expected_epoch=epoch,
-                tags=tags,
+                functools.partial(
+                    self.db.add_image_tags,
+                    locator=facts.locator,
+                    sha256=facts.sha256,
+                    size=facts.size,
+                    mtime_ns=facts.mtime_ns,
+                    expected_epoch=epoch,
+                    tags=tags,
+                    mark_autotagged=mark_autotagged,
+                )
             )
         except LibraryCommandError as exc:
             if exc.code == "storage-changed":

py/api/inspection_service.py

@@ -129,8 +129,9 @@ def inspect_current_file(
         profile = (
             PREVIEW_INSPECTION_PROFILE if _in_host_temp(path) else INSPECTION_PROFILE
         )
+        # The file name anchors on the saver that wrote it (#381).
         evidence = inspect_prompt_evidence(
-            inspection.metadata, role_saved, profile=profile
+            inspection.metadata, role_saved, profile=profile, file_name=path.name
         )
     return {
         "file": {

py/api/job_routes.py

@@ -130,6 +130,14 @@ class JobRoutesMixin:
         async def start_image_tag_job_route(request):
             return await self.start_image_tag_job(request)
 
+        @routes.post("/prompt_manager/jobs/model-download")
+        async def start_model_download_job_route(request):
+            return await self.start_model_download_job(request)
+
+        @routes.post("/prompt_manager/jobs/autotag")
+        async def start_autotag_job_route(request):
+            return await self.start_autotag_job(request)
+
         @routes.post("/prompt_manager/jobs/thumbnails")
         async def start_thumbnail_job_route(request):
             return await self.start_thumbnail_job(request)

py/api/jobs.py

@@ -87,6 +87,8 @@ SCAN_GROUPS = {
 # Record-changing: it writes image tag sets and new vocabulary names.
 IMAGE_TAG_JOB_KIND = "image-tags"
 IMAGE_TAG_GROUP_NAMES = ("tagged", "unchanged", "skipped", "errors")
+# Tag output images (#328) counts its prompts the same way.
+AUTOTAG_GROUP_NAMES = IMAGE_TAG_GROUP_NAMES
 
 # Thumbnail generation (#249 System S5): previews written, already fresh, failed.
 THUMBNAIL_GROUP_NAMES = ("generated", "skipped", "errors")
@@ -109,6 +111,8 @@ DUPLICATE_CLEANUP_JOB_KIND = "duplicate_cleanup"
 THUMBNAILS_JOB_KIND = "thumbnails"
 LORA_IMPORT_JOB_KIND = "lora_import"
 AUTOTAG_BATCH_JOB_KIND = "autotag"
+# A tagging model download (#328): read admission, not cancellable.
+MODEL_DOWNLOAD_JOB_KIND = "model_download"
 # Duplicate image files (#249 System S6, py/api/duplicate_files.py): the
 # find is a cancellable ``read`` job; the reviewed removal is ``records``.
 DUPLICATES_JOB_KIND = "duplicates"

py/api/library.py

@@ -234,9 +234,22 @@ class LibraryRoutesMixin:
         )
 
     def _library_media(
-        self, records: list[dict], roots: list[Path], *, linked: bool = True
+        self,
+        records: list[dict],
+        roots: list[Path],
+        *,
+        linked: bool = True,
+        outputs: int | None = None,
     ) -> list[dict]:
+        """Workspace descriptors for a prompt's linked media under ``roots``.
+
+        Roots from index ``outputs`` on are linked-only (LoRA media, #355):
+        their media keeps its rooted identity, but gets no preview file (the
+        card loads the original; a video shows its label), no favorite star
+        and is marked ``linked_only`` (no Tag action).
+        """
         page = []
+        linked_only = set()
         for record in records:
             try:
                 raw_path = Path(record["image_path"])
@@ -250,10 +263,25 @@ class LibraryRoutesMixin:
                     canonical_root = _canonical(root)
                     if path.is_relative_to(canonical_root):
                         page.append((path, 0, canonical_root, index))
+                        if outputs is not None and index >= outputs:
+                            relative = path.relative_to(canonical_root).as_posix()
+                            linked_only.add((index, relative))
                         break
             except (OSError, ValueError, RuntimeError):
                 continue
-        return self._format_workspace_page(page, linked=linked)
+        images = self._format_workspace_page(page, linked=linked)
+        for image in images:
+            if (image["root_index"], image["path"]) in linked_only:
+                image["thumbnail_url"] = None
+                image["thumbnail_ready"] = False
+                image["linked_only"] = True
+                image.pop("favorite", None)
+        return images
+
+    def _library_roots(self) -> tuple[list[Path], int]:
+        """``(roots, number of output roots)`` for a prompt's linked media."""
+        outputs = list(self._get_all_output_dirs())
+        return self._media_roots(outputs), len(outputs)
 
     @pair_response
     async def get_library_options(self, request: web.Request) -> web.Response:
@@ -294,13 +322,13 @@ class LibraryRoutesMixin:
             return result, records
 
         result, records = await self._run_in_executor(read)
-        roots = list(self._get_all_output_dirs())
 
         def previews() -> None:
+            roots, outputs = self._library_roots()
             for parent in result["items"]:
                 # Previews belong to their parent; a per-parent link read is N+1.
                 parent["previews"] = self._library_media(
-                    records[parent["id"]], roots, linked=False
+                    records[parent["id"]], roots, linked=False, outputs=outputs
                 )
 
         await self._run_in_executor(previews)
@@ -342,9 +370,9 @@ class LibraryRoutesMixin:
         result, records = await self._run_in_executor(read)
         if result is None:
             return _missing()
-        roots = list(self._get_all_output_dirs())
+        roots, outputs = await self._run_in_executor(self._library_roots)
         result["positive"]["previews"] = await self._run_in_executor(
-            self._library_media, records, roots
+            lambda: self._library_media(records, roots, outputs=outputs)
         )
         return web.json_response({"success": True, **result})
 
@@ -358,7 +386,7 @@ class LibraryRoutesMixin:
         archive = _archive_scope(request)
         limit = _page_limit(request)
         cursor = request.query.get("cursor")
-        roots = list(self._get_all_output_dirs())
+        roots, outputs = await self._run_in_executor(self._library_roots)
         canonical_roots = [str(_canonical(root)) for root in roots]
 
         def read() -> dict | None:
@@ -391,7 +419,7 @@ class LibraryRoutesMixin:
         if result is None:
             return _missing()
         result["images"] = await self._run_in_executor(
-            self._library_media, result["images"], roots
+            lambda: self._library_media(result["images"], roots, outputs=outputs)
         )
         return web.json_response({"success": True, **result})
 

py/api/log_cleanup.py

@@ -0,0 +1,207 @@
+"""Reviewed rotated-log cleanup as a maintenance plan (#329 System S12).
+
+``POST /prompt_manager/maintenance/preview {operation: "rotated_logs",
+options: {}}`` lists the rotated copies of the active log that Rule R allows
+(``utils/logging_config.py``: ``prompt_manager.log.<n>`` regular files that
+are not links, directly in the log folder) and writes nothing. The plan keeps
+each copy's name, size, ``mtime_ns`` and inode under its token; the response
+is the maintenance ``Plan`` shape with basenames only, a ``none`` backup
+policy (no library record changes) and no ``disk`` key.
+
+``POST /prompt_manager/maintenance/apply {token}`` starts a ``maintenance``
+job titled "Rotated log copies" with admission ``read``: it may run beside a
+scan and is refused only beside another maintenance job or an ``exclusive``
+one. The job deletes exactly the reviewed copies under the logger's files
+lock and the file handler's lock, or nothing, failing ``plan-changed``, when
+any of them is missing, is no longer a rotated copy or differs in size,
+``mtime_ns`` or inode. A copy that cannot be deleted (open in another program
+on Windows) is an ``errors`` row; the others are deleted.
+"""
+
+import datetime
+import json
+
+from aiohttp import web
+
+try:
+    from ...utils.logging_config import RotatedChanged, rotated_sort_key
+except ImportError:  # loaded as the top-level ``py`` package (tests)
+    from utils.logging_config import RotatedChanged, rotated_sort_key
+
+from .jobs import MAINTENANCE_JOB_KIND
+from .maintenance_plans import ScopeTooLarge
+
+ROTATED_LOGS = "rotated_logs"
+LOG_CLEANUP_TITLE = "Rotated log copies"
+LOGS_CHANGED = (
+    "The log files changed since the review; nothing was deleted. Review again."
+)
+LOG_CLEANUP_FAILED = "The log cleanup failed."
+TOO_MANY_LOG_FILES = "Too many log files to review at once."
+LOG_CLEANUP_MEDIA = (
+    "Deletes only the listed log files. No image, video or library record changes."
+)
+_GROUPS = ("changed", "protected", "errors")
+
+
+def size_label(size):
+    """``1000 bytes``, ``2.0 KB``, ``10.0 MB`` or ``1.2 GB`` (1 KB = 1024 bytes)."""
+    size = max(0, int(size or 0))
+    if size < 1024:
+        return f"{size} {'byte' if size == 1 else 'bytes'}"
+    for unit, scale in (("KB", 2**10), ("MB", 2**20)):
+        if size < scale * 1024:
+            return f"{size / scale:.1f} {unit}"
+    return f"{size / 2**30:.1f} GB"
+
+
+def time_label(mtime_ns):
+    """The local modification time as ``YYYY-MM-DD HH:MM``."""
+    try:
+        moment = datetime.datetime.fromtimestamp(mtime_ns / 1e9)
+    except (OSError, OverflowError, ValueError):  # a time before 1970 on Windows
+        return "unknown time"
+    return moment.strftime("%Y-%m-%d %H:%M")
+
+
+def _count(count, singular, plural):
+    return f"{count} {singular if count == 1 else plural}"
+
+
+def _protected_reasons(rows):
+    """The plan's Protected reasons: what the cleanup keeps, zero counts left out."""
+    active = sum(1 for row in rows if row["kind"] == "active")
+    links = sum(1 for row in rows if row["kind"] == "link")
+    other = sum(1 for row in rows if row["kind"] == "other")
+    reasons = []
+    if active:
+        reasons.append("Kept: the active log")
+    if links:
+        reasons.append(f"Kept: {_count(links, 'link', 'links')}")
+    if other:
+        reasons.append(f"Kept: {_count(other, 'other file', 'other files')}")
+    return active + links + other, reasons
+
+
+def _scope_label(files):
+    if not files:
+        return "No rotated log copies"
+    total = sum(row["size"] for row in files)
+    return (
+        f"{_count(len(files), 'rotated log copy', 'rotated log copies')}"
+        f" · {size_label(total)}"
+    )
+
+
+class LogCleanupMixin:
+    """The ``rotated_logs`` maintenance plan and its job.
+
+    The logger manager is reached only through ``_get_logger_manager``
+    (``logging_routes.py``), so the tests can point it at a temporary folder.
+    """
+
+    async def preview_log_cleanup(self):
+        """The ``rotated_logs`` plan (runs inside the preview's lease)."""
+        from . import maintenance
+
+        manager = self._get_logger_manager()
+        try:
+            rows = await self._run_in_executor(manager.scan_log_folder)
+        except Exception:
+            self.logger.exception("Rotated log review failed")
+            return maintenance._failure("Failed to review maintenance", 500)
+        rotated = sorted(
+            (row for row in rows if row["kind"] == "rotated"),
+            key=rotated_sort_key,
+        )
+        files = [
+            {
+                "name": row["name"],
+                "size": row["size"],
+                "mtime_ns": row["mtime_ns"],
+                "ino": row["ino"],
+            }
+            for row in rotated
+        ]
+        protected, reasons = _protected_reasons(rows)
+        store = self._maintenance_plans
+        try:
+            token = store.issue(
+                ROTATED_LOGS,
+                json.dumps(files, sort_keys=True),
+                {"files": files, "protected": protected},
+                (),
+            )
+        except ScopeTooLarge:
+            return maintenance._failure(TOO_MANY_LOG_FILES, 413, "too-large")
+        plan = store.peek(token, ROTATED_LOGS)
+        return web.json_response(
+            {
+                "success": True,
+                "token": token,
+                "operation": ROTATED_LOGS,
+                "expires_at": maintenance._iso(plan.expires_at),
+                "scope": {"count": len(files), "label": _scope_label(files)},
+                "protected": {"count": protected, "reasons": reasons},
+                "backup": {
+                    "policy": "none",
+                    "destination_label": None,
+                    "expected_bytes": None,
+                },
+                "media": {"deletes_files": True, "label": LOG_CLEANUP_MEDIA},
+                "details": [
+                    {
+                        "label": row["name"],
+                        "detail": (
+                            f"{size_label(row['size'])} · {time_label(row['mtime_ns'])}"
+                        ),
+                    }
+                    for row in files
+                ],
+            },
+            headers={"Cache-Control": "no-store"},
+        )
+
+    def _start_log_cleanup(self, plan):
+        """Register the cleanup job (on the loop); raises JobBusy when refused."""
+        return self._jobs.start(
+            MAINTENANCE_JOB_KIND,
+            LOG_CLEANUP_TITLE,
+            admission="read",
+            cancellable=False,
+            scope={"operation": ROTATED_LOGS},
+            groups=_GROUPS,
+            runner=lambda job: self._run_log_cleanup(job, plan),
+        )
+
+    async def _run_log_cleanup(self, job, plan):
+        from . import maintenance
+
+        files = plan.payload["files"]
+        sizes = {row["name"]: row["size"] for row in files}
+        job.update(total=len(files), status_line="Deleting rotated log copies")
+        manager = self._get_logger_manager()
+        try:
+            result = await self._run_in_executor(manager.delete_rotated, files)
+        except RotatedChanged:
+            return maintenance._fail_job(job, "plan-changed", LOGS_CHANGED)
+        except Exception:
+            self.logger.exception("Rotated log cleanup failed")
+            return maintenance._fail_job(job, None, LOG_CLEANUP_FAILED)
+        for name in result["removed"]:
+            detail = f"Deleted · {size_label(sizes.get(name, 0))}"
+            job.record(
+                "changed", {"path": name, "detail": detail}, f"- {name} · {detail}"
+            )
+        for name, error in result["failed"]:
+            detail = self._public_error(error)
+            job.record(
+                "errors", {"path": name, "detail": detail}, f"! {name} · {detail}"
+            )
+        job.record_counted("protected", plan.payload["protected"])
+        removed, failed = len(result["removed"]), len(result["failed"])
+        line = f"Deleted {_count(removed, 'rotated log copy', 'rotated log copies')}"
+        if failed:
+            line += f", {failed} could not be deleted"
+        job.log_line(line)
+        job.update(processed=len(files), progress=100, status_line=line)

py/api/logging_routes.py

@@ -1,6 +1,13 @@
-"""Logging API routes for PromptManager."""
+"""Logging API routes for PromptManager.
+
+Every route that names a log file goes through Rule R (#329,
+``utils/logging_config.py``): a download is served only for a regular,
+non-link file listed directly in the log folder, and Clear deletes only
+rotated copies. File work runs off the event loop.
+"""
 
 import os
+import stat
 
 from aiohttp import web
 
@@ -85,6 +92,41 @@ def _validate_log_config(data):
     return clean, None
 
 
+def _read_log_bytes(path):
+    """The whole file at ``path``, opened without following a link (blocking).
+
+    The file is checked again through the open handle: a regular file with
+    one name and, when ``path`` carries it, the inode it was listed with. A
+    name swapped for a link or another file after it was listed, or a hard
+    link to a file elsewhere, is refused as missing. The handle is closed
+    before this returns.
+    """
+    flags = os.O_RDONLY | getattr(os, "O_BINARY", 0) | getattr(os, "O_NOFOLLOW", 0)
+    # A FIFO swapped in after the listing must not block the executor thread.
+    flags |= getattr(os, "O_NONBLOCK", 0)
+    try:
+        fd = os.open(str(path), flags)
+    except OSError as error:
+        if getattr(os, "O_NOFOLLOW", 0) and os.path.islink(str(path)):
+            raise FileNotFoundError("Log file not found") from error
+        raise
+    listed_ino = getattr(path, "listed_ino", 0)
+    with os.fdopen(fd, "rb") as handle:
+        opened = os.fstat(handle.fileno())
+        if (
+            not stat.S_ISREG(opened.st_mode)
+            or opened.st_nlink > 1  # a hard link to a file elsewhere
+            or (listed_ino and opened.st_ino and opened.st_ino != listed_ino)
+        ):
+            raise FileNotFoundError("Log file not found")
+        return handle.read()
+
+
+def _download(logger_manager, filename):
+    """``bytes`` of a downloadable log file; FileNotFoundError otherwise."""
+    return _read_log_bytes(logger_manager.log_file_entry(filename))
+
+
 class LoggingRoutesMixin:
     """Mixin providing logging-related API endpoints."""
 
@@ -195,16 +237,16 @@ class LoggingRoutesMixin:
                     {"success": False, "error": "Invalid filename"}, status=400
                 )
 
-            log_file_path = logger_manager.log_dir / filename
-
-            if not log_file_path.exists():
+            try:
+                file_content = await self._run_in_executor(
+                    _download, logger_manager, filename
+                )
+            except FileNotFoundError:
+                # Missing, a link, a folder or not listed: all read as absent.
                 return web.json_response(
                     {"success": False, "error": "Log file not found"}, status=404
                 )
 
-            with open(log_file_path, "rb") as f:
-                file_content = f.read()
-
             return web.Response(
                 body=file_content,
                 content_type="text/plain",
@@ -224,7 +266,7 @@ class LoggingRoutesMixin:
         """Truncate all log files."""
         try:
             logger_manager = self._get_logger_manager()
-            results = logger_manager.truncate_logs()
+            results = await self._run_in_executor(logger_manager.truncate_logs)
 
             return web.json_response(
                 {
@@ -266,7 +308,7 @@ class LoggingRoutesMixin:
                 return web.json_response({"success": False, "error": error}, status=400)
 
             logger_manager = self._get_logger_manager()
-            logger_manager.update_config(clean)
+            await self._run_in_executor(logger_manager.update_config, clean)
 
             return web.json_response(
                 {

py/api/lora_import_routes.py

@@ -5,9 +5,12 @@ it lists the LoraManager metadata files and parses them, and counts the
 current imports, those a saved pair uses and the example images an import
 would download. It writes nothing and requests nothing. It answers a
 ``Plan`` (the maintenance plan's shape, ``py/api/maintenance.py``) plus
-``{lora_files, with_metadata, current_imports, blocked_by_pairs,
-planned_downloads, network:{planned_downloads, api_key}}``. A plan that saved
-pairs block carries no token (nothing can be applied).
+``{lora_files, with_metadata, skipped, with_local_media, current_imports,
+blocked_by_pairs, planned_downloads, network:{planned_downloads, api_key},
+layout}`` (#355: ``layout`` says which LoraManager settings file, storage mode
+and library the import read, and ``error`` when they cannot be used). A plan
+that saved pairs block, or whose layout is unusable, carries no token
+(nothing can be applied).
 
 ``POST /prompt_manager/lora/import/apply {token}`` starts the job (202
 ``{job}``): kind ``lora_import``, titled "LoRA reference import", admission
@@ -31,6 +34,7 @@ import sqlite3
 from aiohttp import web
 
 from .. import lora_import, lora_utils
+from .inspection_service import SERVABLE_EXTENSIONS
 from .job_routes import busy_response
 from .jobs import LORA_IMPORT_JOB_KIND, JobBusy
 from .maintenance import (
@@ -152,8 +156,9 @@ class LoraImportRoutesMixin:
             return None, ("lora-path", _LORA_PATH_ERROR)
         return allowed, None
 
-    async def stage_lora_import(self, files, *, on_record=None, cancelled=None):
-        """Stage ``files`` off the loop: records, skips and download counts."""
+    async def stage_lora_import(self, discovery, *, on_record=None, cancelled=None):
+        """Stage ``discovery``'s sidecars off the loop: records, skips and
+        download counts."""
         from ..config import IntegrationConfig
 
         cache_dir = await self._run_in_executor(lora_utils.get_lora_image_cache_dir)
@@ -166,9 +171,10 @@ class LoraImportRoutesMixin:
 
         return await self._run_in_executor(
             lambda: lora_import.stage(
-                files,
+                discovery,
                 cache_dir,
                 IntegrationConfig.CIVITAI_API_KEY,
+                media_extensions=SERVABLE_EXTENSIONS,
                 on_record=report,
                 cancelled=cancelled or (lambda: False),
                 logger=self.logger,
@@ -176,8 +182,8 @@ class LoraImportRoutesMixin:
         )
 
     async def lora_files_unchanged(self, lm_path, expected):
-        """Whether the metadata files under ``lm_path`` still fingerprint as
-        ``expected`` (listed again, so an added file counts too)."""
+        """Whether LoraManager's sidecars for ``lm_path`` still fingerprint as
+        ``expected`` (found again, so an added file counts too)."""
 
         def current():
             return lora_import.fingerprint(lora_import.discover(lm_path))
@@ -188,8 +194,13 @@ class LoraImportRoutesMixin:
             return False
 
     async def replace_lora_imports(self, db, staged, *, expected_ids, allow_empty):
-        """Swap the collection for ``staged.records`` in one transaction."""
-        return await self._run_in_executor(
+        """Swap the collection for ``staged.records`` in one transaction.
+
+        Then the image routes' layout cache is dropped (#362): the import may
+        have linked files under a folder LoraManager created after the cache
+        stored its layout (its first example-image download creates one).
+        """
+        result = await self._run_in_executor(
             lambda: db.replace_category_prompts(
                 CATEGORY,
                 staged.records,
@@ -197,6 +208,8 @@ class LoraImportRoutesMixin:
                 allow_empty=allow_empty,
             )
         )
+        lora_utils.clear_layout_cache()
+        return result
 
     # ── preview ───────────────────────────────────────────────────────
 
@@ -220,8 +233,22 @@ class LoraImportRoutesMixin:
             cache_dir = await self._run_in_executor(
                 lambda: lora_utils.get_lora_image_cache_dir(create=False)
             )
-            found = await self._run_in_executor(lora_import.preview, lm_path, cache_dir)
+            found = await self._run_in_executor(
+                lora_import.preview, lm_path, cache_dir, SERVABLE_EXTENSIONS
+            )
             state = await self._run_in_executor(db.category_import_state, CATEGORY)
+        except OSError as error:
+            # A folder discovery cannot list refuses the import (it must not
+            # replace the collection with part of it): say which one.
+            self.logger.warning(
+                f"LoRA import review: a folder could not be listed: {error}"
+            )
+            return _failure(
+                f"A LoRA folder could not be listed ({self._public_error(error)}). "
+                "Nothing was changed.",
+                500,
+                "folder-unreadable",
+            )
         except Exception:
             self.logger.exception("LoRA import preview failed")
             return _failure("The LoRA import could not be reviewed.", 500)
@@ -248,7 +275,9 @@ class LoraImportRoutesMixin:
             return _failure("The LoRA import could not be reviewed.", 500)
         token = None
         expires_at = None
-        if not blocked:
+        layout = found["layout"]
+        # An unusable LoraManager layout found nothing it may replace with.
+        if not blocked and layout["error"] is None:
             payload = {
                 "path": lm_path,
                 "fingerprint": found["fingerprint"],
@@ -280,6 +309,9 @@ class LoraImportRoutesMixin:
                 "expires_at": expires_at,
                 "lora_files": found["lora_files"],
                 "with_metadata": found["with_metadata"],
+                "skipped": found["skipped"],
+                "with_local_media": found["with_local_media"],
+                "layout": layout,
                 "current_imports": current,
                 "blocked_by_pairs": blocked,
                 "planned_downloads": downloads,
@@ -342,8 +374,8 @@ class LoraImportRoutesMixin:
             store.discard(token)
             return _failure(INTEGRATION_CHANGED, 409, "plan-changed")
         try:
-            files = await self._run_in_executor(lora_import.discover, lm_path)
-            now = await self._run_in_executor(lora_import.fingerprint, files)
+            discovery = await self._run_in_executor(lora_import.discover, lm_path)
+            now = await self._run_in_executor(lora_import.fingerprint, discovery)
             backup = self._backup_promised(plan)
             _disk, short, _size = await self._run_in_executor(
                 disk_plan, db.model.db_path, backup=backup, vacuum=False
@@ -367,9 +399,14 @@ class LoraImportRoutesMixin:
                 lora_import.JOB_TITLE,
                 admission="records",
                 cancellable=True,
-                scope={"operation": LORA_OPERATION, "lora_files": len(files)},
+                scope={
+                    "operation": LORA_OPERATION,
+                    "lora_files": len(discovery.sidecars),
+                },
                 groups=lora_import.GROUPS,
-                runner=lambda job: self._run_lora_import(job, db, plan, files, backup),
+                runner=lambda job: self._run_lora_import(
+                    job, db, plan, discovery, backup
+                ),
             )
         except JobBusy as busy:
             return busy_response(busy)
@@ -378,8 +415,8 @@ class LoraImportRoutesMixin:
 
     # ── the job ───────────────────────────────────────────────────────
 
-    async def _run_lora_import(self, job, db, plan, files, backup_on):
-        total = len(files)
+    async def _run_lora_import(self, job, db, plan, discovery, backup_on):
+        total = len(discovery.sidecars)
         job.update(total=total, status_line="Preparing LoRA records")
         job.log_line(f"Found {_count(total, 'LoRA metadata file')}")
 
@@ -393,7 +430,7 @@ class LoraImportRoutesMixin:
 
         try:
             staged = await self.stage_lora_import(
-                files, on_record=on_record, cancelled=lambda: job.cancelled
+                discovery, on_record=on_record, cancelled=lambda: job.cancelled
             )
         except lora_import.ImportCancelled:
             job.log_line(f"{CANCELLED} {CACHE_NOTE}")

py/api/lora_integration.py

@@ -50,6 +50,15 @@ _IMPORTS_CHANGED = (
 )
 
 
+class LoraSettingsUnusable(Exception):
+    """LoraManager's settings cannot be used; nothing was imported (#355)."""
+
+    def __init__(self, reason):
+        super().__init__(
+            f"LoraManager settings: not usable: {reason}. Nothing was changed."
+        )
+
+
 class LoraFilesChanged(Exception):
     """A metadata file changed, appeared or went while the legacy scan staged."""
 
@@ -398,13 +407,19 @@ class LoraIntegrationMixin:
             return
         if isinstance(error, PlanChanged):
             message = _IMPORTS_CHANGED
-        elif isinstance(error, LoraFilesChanged):
+        elif isinstance(error, (LoraFilesChanged, LoraSettingsUnusable)):
             message = str(error)
         else:
             message = self._public_error(error)
         if isinstance(
             error,
-            (PlanChanged, LoraFilesChanged, EmptyReplacement, PairDependencyError),
+            (
+                PlanChanged,
+                LoraFilesChanged,
+                LoraSettingsUnusable,
+                EmptyReplacement,
+                PairDependencyError,
+            ),
         ):
             self.logger.warning(f"LoRA scan refused: {message}")
         else:
@@ -432,8 +447,11 @@ class LoraIntegrationMixin:
                 "progress": 2,
             }
         )
-        files = await self._run_in_executor(lora_import.discover, lm_path)
-        total = len(files)
+        discovery = await self._run_in_executor(lora_import.discover, lm_path)
+        if discovery.layout.error is not None:
+            raise LoraSettingsUnusable(discovery.layout.error)
+        sidecars = discovery.sidecars
+        total = len(sidecars)
         await send_progress(
             {
                 "type": "progress",
@@ -443,7 +461,7 @@ class LoraIntegrationMixin:
             }
         )
 
-        reviewed = await self._run_in_executor(lora_import.fingerprint, files)
+        reviewed = await self._run_in_executor(lora_import.fingerprint, discovery)
         events = asyncio.Queue()
         state = await self._run_in_executor(
             self.db.category_import_state, lora_import.LORA_CATEGORY
@@ -467,7 +485,7 @@ class LoraIntegrationMixin:
                 )
                 if not existing:
                     counts["imported"] += 1
-            status = record["name"] if record else files[index].name
+            status = record["name"] if record else sidecars[index].metadata_path.name
             if record and record["images"]:
                 status += f" ({len(record['images'])} images)"
             await send_progress(
@@ -490,7 +508,7 @@ class LoraIntegrationMixin:
         stop = threading.Event()
         staging = asyncio.ensure_future(
             self.stage_lora_import(
-                files,
+                discovery,
                 on_record=on_record,
                 cancelled=lambda: stop.is_set() or disconnected(),
             )

py/api/maintenance.py

@@ -2,7 +2,9 @@
 
 ``POST /prompt_manager/maintenance/preview {operation, options:{}}`` reviews
 one operation (``duplicate_prompts``, ``optimize``, ``unused_components`` or
-``missing_links``; ``database/maintenance.py``) off the event loop and
+``missing_links``; ``database/maintenance.py``; ``duplicate_files``,
+``py/api/duplicate_files.py``; ``rotated_logs``, the rotated log copies,
+``py/api/log_cleanup.py``, which has its own apply job) off the event loop and
 answers a ``Plan``: ``{success, token, operation, expires_at, scope:{count,
 label}, protected:{count, reasons}, backup:{policy, destination_label},
 media:{deletes_files, label}, details:[≤50 {label, detail}]}``. The preview
@@ -54,6 +56,7 @@ from aiohttp import web
 from .admin import _prune_safety_backups, _scan_location, _scan_roots
 from .job_routes import busy_response
 from .jobs import MAINTENANCE_JOB_KIND, JobBusy
+from .log_cleanup import ROTATED_LOGS
 from .maintenance_plans import PlanExpired, PlanUsed, ScopeTooLarge
 
 try:
@@ -83,7 +86,8 @@ MAINTENANCE_PREVIEW_LEASE = "Maintenance preview"
 DUPLICATE_PREVIEW_BODY_MAX = 1024 * 1024
 DUPLICATE_FILES = "duplicate_files"
 WORKFLOW_STORAGE = "workflow_storage"  # applied by py/api/workflow_storage.py
-PREVIEW_OPERATIONS = MAINTENANCE_OPERATIONS + (DUPLICATE_FILES,)
+# rotated_logs (#329, py/api/log_cleanup.py) reviews log files, not records.
+PREVIEW_OPERATIONS = MAINTENANCE_OPERATIONS + (DUPLICATE_FILES, ROTATED_LOGS)
 # Room left over beyond what a step writes, so a disk is never filled to 0.
 DISK_MARGIN_BYTES = 16 * 2**20
 # The concept's Maintenance row titles, which name each operation's job.
@@ -391,6 +395,8 @@ class MaintenanceRoutesMixin:
             return await self.preview_duplicate_files(options)
         if not isinstance(options, dict) or options:
             return _invalid(f"{operation} takes no options")
+        if operation == ROTATED_LOGS:
+            return await self.preview_log_cleanup()
         db = self.db
         identity = self._database_identity(db)
         try:
@@ -492,6 +498,17 @@ class MaintenanceRoutesMixin:
         if refused is not None:
             return refused
         store = self._maintenance_plans
+        if plan.operation == ROTATED_LOGS:
+            # Log files only: no database identity, backup or disk check.
+            try:
+                job = self._start_log_cleanup(plan)
+            except JobBusy as busy:
+                return busy_response(busy)  # the token stays usable
+            # Same loop turn as the peek and the start: the runner has not run.
+            store.consume(token, plan.operation, job_id=job.id)
+            return web.json_response(
+                {"success": True, "job": job.summary()}, status=202
+            )
         db = self.db
         if plan.db_identity != self._database_identity(db):
             store.discard(token)

py/api/prompts.py

@@ -1178,6 +1178,8 @@ class PromptRoutesMixin:
                 return web.json_response(
                     {"success": False, "error": "Expected a JSON object"}, status=400
                 )
+            if "images_filter" in data:
+                return await self._bulk_category_by_filter(data)
             if not data.get("prompt_ids"):
                 return web.json_response(
                     {"success": False, "error": "No prompt IDs provided"}, status=400
@@ -1214,6 +1216,66 @@ class PromptRoutesMixin:
                 status=500,
             )
 
+    async def _bulk_category_by_filter(self, data: dict) -> web.Response:
+        """Set the category on every linked positive a listing filter admits.
+
+        #392 "Select all N matching": ``{images_filter, category}``, the filter
+        being the Images listing's own query (parse_listing_filter), resolved
+        now. The answer adds ``prompt_count`` (the distinct linked positives)
+        and ``skipped`` (matching images without one); none linked changes
+        nothing.
+        """
+        from .images import (
+            MAX_LISTING_SELECTION,
+            ListingSourceChanged,
+            parse_listing_filter,
+        )
+
+        def refused(message, **extra):
+            return web.json_response(
+                {"success": False, "error": message, **extra}, status=400
+            )
+
+        if set(data) != {"images_filter", "category"}:
+            return refused("Request must contain exactly category, images_filter")
+        category = data["category"]
+        try:
+            params = parse_listing_filter(data["images_filter"])
+            validate_category(category)
+            selection = await self.resolve_listing_filter(params)
+        except ListingSourceChanged:
+            return web.json_response(
+                {
+                    "success": False,
+                    "code": "source-changed",
+                    "error": "The source changed. Refresh the image collection.",
+                },
+                status=409,
+            )
+        except ValueError as exc:
+            return refused(str(exc))
+        if selection.truncated:
+            return refused(
+                f"Narrow the view to at most {MAX_LISTING_SELECTION:,} images.",
+                code="too-many-images",
+            )
+        category = (category or "").strip()
+        ids = selection.positive_ids
+        updated = (
+            await self._run_in_executor(self.db.bulk_set_category, ids, category)
+            if ids
+            else 0
+        )
+        return web.json_response(
+            {
+                "success": True,
+                "message": f"Set category for {updated} prompts",
+                "updated_count": updated,
+                "prompt_count": len(ids),
+                "skipped": selection.unlinked,
+            }
+        )
+
     def _all_prompts_for_export(self):
         """Every prompt, fetched in EXPORT_PAGE_SIZE pages (blocking)."""
         prompts, offset = [], 0

py/api/settings_routes.py

@@ -47,11 +47,23 @@ _SETTINGS_FILE_KEYS = {
     "THUMBNAIL_FORMAT": ("thumbnails", "format"),
     "THUMBNAIL_QUALITY": ("thumbnails", "quality"),
     "THUMBNAIL_EDGE": ("thumbnails", "edge"),
+    # The one tagging configuration (#328), published to AutotagConfig.
+    "AUTOTAG_MODEL_TYPE": ("autotag", "defaults", "model_type"),
+    "AUTOTAG_EXISTING": ("autotag", "defaults", "existing"),
+    "AUTOTAG_GENERAL_THRESHOLD": ("autotag", "defaults", "general_threshold"),
+    "AUTOTAG_CHARACTER_THRESHOLD": ("autotag", "defaults", "character_threshold"),
+    "AUTOTAG_TEMPLATE": ("autotag", "defaults", "template"),
+    "AUTOTAG_SUGGESTION_LIMIT": ("autotag", "defaults", "suggestion_limit"),
 }
 # The thumbnail settings a running Convert outdated job fixes (#317).
 _THUMBNAIL_SETTINGS = ("THUMBNAIL_FORMAT", "THUMBNAIL_QUALITY", "THUMBNAIL_EDGE")
 # Attributes that live on GalleryConfig; the others on PromptManagerConfig.
 _GALLERY_SETTINGS = frozenset({"MONITORING_ENABLED"})
+# Attributes that live on AutotagConfig, named without the AUTOTAG_ prefix.
+_AUTOTAG_SETTINGS = frozenset(
+    name for name in _SETTINGS_FILE_KEYS if name.startswith("AUTOTAG_")
+)
+_AUTOTAG_PREFIX = "AUTOTAG_"
 SOURCE_CHANGE_JOB_KIND = "source_change"
 SOURCE_CHANGE_JOB_TITLE = "Source change"
 
@@ -151,6 +163,63 @@ def _set_nested(config, sections, key, value):
     config[sections[0]] = merged
 
 
+def _validate_autotag_settings(data):
+    """The ``autotag_*`` settings as ``{AUTOTAG_ATTR: value}``.
+
+    The first bad value raises ValueError with a message that names the
+    setting by its label in System › Auto-tagging.
+    """
+    from ..config import (
+        EXISTING_POLICIES,
+        MAX_SUGGESTION_LIMIT,
+        MODEL_TYPES,
+        validate_saved_threshold,
+        validate_template,
+    )
+
+    updates = {}
+    if "autotag_model_type" in data:
+        value = data["autotag_model_type"]
+        if not isinstance(value, str) or value not in MODEL_TYPES:
+            raise ValueError(
+                "Tagging model must be one of " + ", ".join(sorted(MODEL_TYPES)) + "."
+            )
+        updates["AUTOTAG_MODEL_TYPE"] = value
+    if "autotag_existing" in data:
+        value = data["autotag_existing"]
+        if not isinstance(value, str) or value not in EXISTING_POLICIES:
+            raise ValueError(
+                "Existing tags must be skip, merge or replace_after_review."
+            )
+        updates["AUTOTAG_EXISTING"] = value
+    for key, label in (
+        ("autotag_general_threshold", "General-tag confidence"),
+        ("autotag_character_threshold", "Character-tag confidence"),
+    ):
+        if key in data:
+            try:
+                value = validate_saved_threshold(label, data[key])
+            except ValueError as error:
+                raise ValueError(f"{error}.") from None
+            updates[key.upper()] = value
+    if "autotag_template" in data:
+        try:
+            updates["AUTOTAG_TEMPLATE"] = validate_template(
+                data["autotag_template"], "LLM tag template"
+            )
+        except ValueError as error:
+            raise ValueError(f"{error}.") from None
+    if "autotag_suggestion_limit" in data:
+        value = data["autotag_suggestion_limit"]
+        if type(value) is not int or not 1 <= value <= MAX_SUGGESTION_LIMIT:
+            raise ValueError(
+                "Suggestions per image must be a whole number from 1 to "
+                f"{MAX_SUGGESTION_LIMIT}."
+            )
+        updates["AUTOTAG_SUGGESTION_LIMIT"] = value
+    return updates
+
+
 async def _read_json(request):
     """Parse a JSON object body through the package's capped reader."""
     from . import _read_json_body
@@ -177,7 +246,7 @@ class SettingsRoutesMixin:
     async def get_settings(self, request):
         """Get current settings."""
         try:
-            from ..config import PromptManagerConfig, GalleryConfig
+            from ..config import AutotagConfig, PromptManagerConfig, GalleryConfig
 
             root_paths = [
                 self._public_path(d) for d in GalleryConfig.MONITORING_DIRECTORIES
@@ -203,6 +272,14 @@ class SettingsRoutesMixin:
                         "thumbnail_format": PromptManagerConfig.THUMBNAIL_FORMAT,
                         "thumbnail_quality": PromptManagerConfig.THUMBNAIL_QUALITY,
                         "thumbnail_edge": PromptManagerConfig.THUMBNAIL_EDGE,
+                        "autotag_model_type": AutotagConfig.MODEL_TYPE,
+                        "autotag_existing": AutotagConfig.EXISTING,
+                        "autotag_general_threshold": AutotagConfig.GENERAL_THRESHOLD,
+                        "autotag_character_threshold": (
+                            AutotagConfig.CHARACTER_THRESHOLD
+                        ),
+                        "autotag_template": AutotagConfig.TEMPLATE,
+                        "autotag_suggestion_limit": AutotagConfig.SUGGESTION_LIMIT,
                         "cpu_count": PromptManagerConfig.max_worker_threads(),
                         "gallery_root_paths": root_paths,
                         "gallery_root_path": root_paths[0] if root_paths else "",
@@ -425,7 +502,12 @@ class SettingsRoutesMixin:
         """
         from ..config import GalleryConfig, PromptManagerConfig
 
+        from ..config import AutotagConfig
+
         for name, value in updates.items():
+            if name in _AUTOTAG_SETTINGS:
+                setattr(AutotagConfig, name[len(_AUTOTAG_PREFIX) :], value)
+                continue
             owner = GalleryConfig if name in _GALLERY_SETTINGS else PromptManagerConfig
             setattr(owner, name, value)
         restart_fields = []
@@ -564,6 +646,7 @@ class SettingsRoutesMixin:
             updates["THUMBNAIL_EDGE"] = thumbnail_settings.validate_edge(
                 data["thumbnail_edge"]
             )
+        updates.update(_validate_autotag_settings(data))
         return updates
 
     def _parse_gallery_roots(self, data):

py/api/thumbnail_auto.py

@@ -488,10 +488,16 @@ class AutoThumbnailer:
                 f"Automatic preview failed for {src.name}", exc_info=True
             )
 
-    def close(self):
+    def close(self, timeout=None):
         """Stop the worker at its next file boundary (queued files are
-        dropped), kill a running ffmpeg and wait up to CLOSE_WAIT_SECONDS;
-        a worker still running after that is logged."""
+        dropped), kill a running ffmpeg and wait up to ``timeout`` seconds
+        (None: CLOSE_WAIT_SECONDS, read now); a worker still running after
+        that is logged.
+
+        Returns True when there was no worker or it ended; False when it is
+        still running, or when called on the worker itself (it only signals).
+        """
+        wait = CLOSE_WAIT_SECONDS if timeout is None else timeout
         with self._changed:
             self._closed = True
             self._queue.clear()
@@ -504,14 +510,18 @@ class AutoThumbnailer:
                 process.kill()
             except OSError:
                 pass
-        if worker is None or worker is threading.current_thread():
-            return
-        worker.join(CLOSE_WAIT_SECONDS)
+        if worker is None:
+            return True
+        if worker is threading.current_thread():
+            return False
+        worker.join(wait)
         if worker.is_alive():
             self._logger.warning(
                 "The automatic preview worker is still running after "
-                f"{CLOSE_WAIT_SECONDS} s; it stops at its next file"
+                f"{wait} s; it stops at its next file"
             )
+            return False
+        return True
 
     # ── waits (tests and shutdown; never timers) ──────────────────────
 
@@ -609,12 +619,19 @@ class AutoThumbnailMixin:
                 )
             return self._auto_thumbnailer
 
-    def close_auto_thumbnails(self, final=False):
+    def refuse_auto_thumbnails(self):
+        """Refuse every later capture without stopping the worker yet (the
+        package teardown, before ``close_auto_thumbnails(final=True)``)."""
+        with AutoThumbnailMixin._auto_thumbnailer_lock:
+            self._auto_thumbnails_shut = True
+
+    def close_auto_thumbnails(self, final=False, timeout=None):
         """Stop the capture worker and the view pool, and forget them.
 
-        Bounded (see AutoThumbnailer.close). ``final`` (the app's cleanup)
-        also keeps a late monitor event from starting a worker again; a
-        test reset passes False and the next use starts fresh ones.
+        Bounded by ``timeout`` (see AutoThumbnailer.close). ``final`` (the
+        package teardown) also keeps a late monitor event from starting a
+        worker again; a test reset passes False and the next use starts
+        fresh ones. Returns True when no capture worker is left running.
         """
         with AutoThumbnailMixin._auto_thumbnailer_lock:
             if final:
@@ -622,12 +639,14 @@ class AutoThumbnailMixin:
             thumbnailer, self._auto_thumbnailer = self._auto_thumbnailer, None
             pool, self._preview_pool_obj = self._preview_pool_obj, None
             self._preview_gate_obj = None
+        closed = True
         if thumbnailer is not None:
-            thumbnailer.close()
+            closed = thumbnailer.close(timeout)
         if pool is not None:
             pool.shutdown(wait=False, cancel_futures=True)
         if final:
             shutdown_encoders()  # kill JPEG XL / ffmpeg encoders still running
+        return closed
 
     def _auto_thumbnail_failures(self):
         thumbnailer = self._auto_thumbnailer

py/api/thumbnail_convert.py

@@ -175,7 +175,6 @@ class ThumbnailConvertMixin:
             job.log_line(f"Conversion finished · {NOTHING_OUTDATED.lower()}")
             return "finished"
         totals, left = await self._convert_in_batches(job, options, plan, output_dirs)
-        self.invalidate_gallery_cache()
         if totals["stopped"]:
             job.update(status_line=FORMAT_CHANGED.format(converted=totals["converted"]))
             job.log_line(

py/api/thumbnail_jobs.py

@@ -261,7 +261,6 @@ class ThumbnailJobsMixin:
         stats, start, left, attempted = await self._generate_in_batches(
             job, options, plan, roots, output_dirs
         )
-        self.invalidate_gallery_cache()
         generated = _plural(stats["generated"], "preview")
         if job.cancelled:
             return self._end_cancelled(

py/autotag.py

@@ -25,6 +25,23 @@ except ImportError:
     from database.annotations import MAX_IMAGE_TAGS
     from database.vocabulary import validate_vocabulary_tag_name
 
+# The tag template and thresholds live with the saved tagging defaults
+# (#328), so config.py never imports PIL.
+try:
+    from .tagging_defaults import DEFAULT_TAG_TEMPLATE
+except ImportError:
+    from py.tagging_defaults import DEFAULT_TAG_TEMPLATE
+
+
+def _autotag_config():
+    """The saved defaults; imported late, as config needs ComfyUI's server."""
+    try:
+        from .config import AutotagConfig
+    except ImportError:
+        from py.config import AutotagConfig
+    return AutotagConfig
+
+
 # Try to import logging from utils, fallback to standard logging
 try:
     from ..utils.logging_config import get_logger
@@ -45,10 +62,12 @@ except ImportError:
         return logger
 
 
-# Model configurations - same as standalone_tagger.py
+# Model configurations - same as standalone_tagger.py. ``label`` is the short
+# name System, Activity and a 409 model-busy show (#328).
 MODELS = {
     "gguf": {
         "name": "GGUF (Recommended)",
+        "label": "GGUF JoyCaption",
         "description": "Quantized model, ~4.5GB, faster loading",
         "size": "~4.5GB",
         "repo": "mradermacher/llama-joycaption-beta-one-hf-llava-GGUF",
@@ -59,6 +78,7 @@ MODELS = {
     },
     "hf": {
         "name": "HuggingFace",
+        "label": "HuggingFace JoyCaption",
         "description": "Full precision model, ~16GB, higher quality",
         "size": "~16GB",
         "repo": "fancyfeast/llama-joycaption-beta-one-hf-llava",
@@ -66,6 +86,7 @@ MODELS = {
     },
     "wd14-swinv2": {
         "name": "WD14 SwinV2",
+        "label": "WD14 SwinV2",
         "description": "Fast classifier tagger, ~400MB, no prompt needed",
         "size": "~400MB",
         "repo": "SmilingWolf/wd-swinv2-tagger-v3",
@@ -75,6 +96,7 @@ MODELS = {
     },
     "wd14-vit": {
         "name": "WD14 ViT",
+        "label": "WD14 ViT",
         "description": "Fast classifier tagger, ~400MB, ViT architecture",
         "size": "~400MB",
         "repo": "SmilingWolf/wd-vit-tagger-v3",
@@ -85,17 +107,7 @@ MODELS = {
 }
 
 # Default prompts
-DEFAULT_PROMPT = (
-    "Generate only comma-separated Danbooru tags (lowercase_underscores, no spaces).\n"
-    "Include: subject_count (1girl/1boy/etc), gender, ethnicity (asian, caucasian, "
-    "etc), age_approx (teen, young_woman), body_attributes, face_features, "
-    "hairstyle, appearance, clothing, accessories, pose, expression, action, "
-    "camera_angle, camera_shot, scene_composition (wide_shot, long_shot, "
-    "dutch_angle), environment, background_elements, lighting, mood.\n"
-    "Prioritize visual accuracy.\n"
-    "No sentences, no commentary, no captions. Only tags. Keep length short but "
-    "descriptive."
-)
+DEFAULT_PROMPT = DEFAULT_TAG_TEMPLATE
 
 # Upper bound of one suggestion request: the image tag set cap.
 MAX_SUGGESTION_LIMIT = MAX_IMAGE_TAGS
@@ -179,10 +191,6 @@ class AutoTagService:
         self._current_model_type: Optional[str] = None
         self._custom_prompt: str = DEFAULT_PROMPT
 
-        # WD14 threshold defaults
-        self._wd14_general_threshold: float = 0.35
-        self._wd14_character_threshold: float = 0.85
-
     @property
     def models_config(self) -> Dict[str, Dict[str, Any]]:
         """Get the models configuration dictionary."""
@@ -205,19 +213,13 @@ class AutoTagService:
 
     @property
     def wd14_general_threshold(self) -> float:
-        return self._wd14_general_threshold
-
-    @wd14_general_threshold.setter
-    def wd14_general_threshold(self, value: float):
-        self._wd14_general_threshold = max(0.0, min(1.0, value))
+        """The saved General-tag confidence (``autotag.defaults``)."""
+        return _autotag_config().GENERAL_THRESHOLD
 
     @property
     def wd14_character_threshold(self) -> float:
-        return self._wd14_character_threshold
-
-    @wd14_character_threshold.setter
-    def wd14_character_threshold(self, value: float):
-        self._wd14_character_threshold = max(0.0, min(1.0, value))
+        """The saved Character-tag confidence (``autotag.defaults``)."""
+        return _autotag_config().CHARACTER_THRESHOLD
 
     def get_models_status(self) -> Dict[str, Dict[str, Any]]:
         """Get availability status for all model types.
@@ -754,6 +756,24 @@ class AutoTagService:
 
             self.logger.info("Model unloaded, memory freed")
 
+    def wd14_device(self) -> str:
+        """``"gpu"`` when WD14 runs (or would run) on CUDA, else ``"cpu"``.
+
+        A loaded WD14 session answers from its own first provider; otherwise
+        ONNX Runtime's available providers say whether CUDA would be offered
+        (a session can still fall back to the processor). Loads no model.
+        """
+        tagger = self._tagger
+        if tagger is not None and tagger[0] == "wd14":
+            providers = tagger[1][0].get_providers()
+            return "gpu" if providers[:1] == ["CUDAExecutionProvider"] else "cpu"
+        try:
+            import onnxruntime as ort
+        except ImportError:
+            return "cpu"
+        available = ort.get_available_providers()
+        return "gpu" if "CUDAExecutionProvider" in available else "cpu"
+
     def is_model_loaded(self) -> bool:
         """Check if a model is currently loaded."""
         return self._tagger is not None
@@ -860,12 +880,12 @@ class AutoTagService:
             gen_thresh = (
                 general_threshold
                 if general_threshold is not None
-                else self._wd14_general_threshold
+                else _autotag_config().GENERAL_THRESHOLD
             )
             char_thresh = (
                 character_threshold
                 if character_threshold is not None
-                else self._wd14_character_threshold
+                else _autotag_config().CHARACTER_THRESHOLD
             )
             return self._generate_wd14(
                 session, tags_list, image, gen_thresh, char_thresh

py/config.py

@@ -563,18 +563,92 @@ class IntegrationConfig:
 DEFAULT_SUGGESTION_LIMIT = 10
 MAX_SUGGESTION_LIMIT = 100  # pinned to MAX_IMAGE_TAGS by tests/test_config.py
 
+# The tagging engines, options, template and validators (server-free, #328).
+try:
+    from .tagging_defaults import (  # noqa: F401 - re-exported
+        DEFAULT_TAG_TEMPLATE,
+        EXISTING_POLICIES,
+        LLM_MODEL_TYPES,
+        MAX_INSTRUCTION_BYTES,
+        MAX_INSTRUCTION_CHARS,
+        MODEL_TYPES,
+        WD14_MODEL_TYPES,
+        validate_saved_threshold,
+        validate_template,
+        validate_threshold,
+    )
+except ImportError:
+    from py.tagging_defaults import (  # noqa: F401 - re-exported
+        DEFAULT_TAG_TEMPLATE,
+        EXISTING_POLICIES,
+        LLM_MODEL_TYPES,
+        MAX_INSTRUCTION_BYTES,
+        MAX_INSTRUCTION_CHARS,
+        MODEL_TYPES,
+        WD14_MODEL_TYPES,
+        validate_saved_threshold,
+        validate_template,
+        validate_threshold,
+    )
+
+
+def _valid_model_type(value: Any) -> str:
+    if not isinstance(value, str) or value not in MODEL_TYPES:
+        raise ValueError("must be one of " + ", ".join(sorted(MODEL_TYPES)))
+    return value
+
+
+def _valid_existing(value: Any) -> str:
+    if not isinstance(value, str) or value not in EXISTING_POLICIES:
+        raise ValueError("must be one of " + ", ".join(EXISTING_POLICIES))
+    return value
+
+
+def _valid_suggestion_limit(value: Any) -> int:
+    if type(value) is not int or not 1 <= value <= MAX_SUGGESTION_LIMIT:
+        raise ValueError(f"must be an integer from 1 to {MAX_SUGGESTION_LIMIT}")
+    return value
+
 
 class AutotagConfig:
     """Persisted tagging defaults under ``autotag.defaults`` in config.json.
 
-    ``suggestion_limit`` is how many suggestions Generate returns (the top N
-    by score), an integer in ``1..MAX_SUGGESTION_LIMIT``. A hand-edited value
-    outside that range, or of another type, falls back to the default with a
-    warning rather than failing the load.
+    One tagging configuration (#328): the model, what a batch does with
+    prompts already tagged, the two WD14 thresholds, the language-model
+    template and how many suggestions Generate returns. Each key is checked
+    alone on load; a hand-edited value that fails its check falls back to
+    its default with one warning rather than failing the load.
     """
 
+    MODEL_TYPE = "wd14-swinv2"
+    EXISTING = "skip"
+    GENERAL_THRESHOLD = 0.35
+    CHARACTER_THRESHOLD = 0.85
+    TEMPLATE = DEFAULT_TAG_TEMPLATE
     SUGGESTION_LIMIT = DEFAULT_SUGGESTION_LIMIT
 
+    # config.json key -> (attribute, validator, default)
+    _KEYS = {
+        "model_type": ("MODEL_TYPE", _valid_model_type, "wd14-swinv2"),
+        "existing": ("EXISTING", _valid_existing, "skip"),
+        "general_threshold": (
+            "GENERAL_THRESHOLD",
+            lambda v: validate_saved_threshold("value", v),
+            0.35,
+        ),
+        "character_threshold": (
+            "CHARACTER_THRESHOLD",
+            lambda v: validate_saved_threshold("value", v),
+            0.85,
+        ),
+        "template": ("TEMPLATE", validate_template, DEFAULT_TAG_TEMPLATE),
+        "suggestion_limit": (
+            "SUGGESTION_LIMIT",
+            _valid_suggestion_limit,
+            DEFAULT_SUGGESTION_LIMIT,
+        ),
+    }
+
     @classmethod
     def suggestion_limit(cls) -> int:
         return cls.SUGGESTION_LIMIT
@@ -587,7 +661,14 @@ class AutotagConfig:
 
     @classmethod
     def get_config(cls) -> Dict[str, Any]:
-        return {"defaults": {"suggestion_limit": cls.SUGGESTION_LIMIT}}
+        """The saved defaults; the template only when it is not the built-in
+        one, so a later built-in template still reaches who never set one."""
+        defaults = {
+            key: getattr(cls, attr) for key, (attr, _v, _d) in cls._KEYS.items()
+        }
+        if defaults["template"] == DEFAULT_TAG_TEMPLATE:
+            del defaults["template"]
+        return {"defaults": defaults}
 
     @classmethod
     def update_config(cls, new_config: Any) -> None:
@@ -598,17 +679,18 @@ class AutotagConfig:
         if not isinstance(defaults, dict):
             config_logger.warning("Ignoring autotag.defaults that is not an object")
             return
-        if "suggestion_limit" not in defaults:
-            return
-        value = defaults["suggestion_limit"]
-        if cls.valid_suggestion_limit(value):
-            cls.SUGGESTION_LIMIT = value
-            return
-        config_logger.warning(
-            "autotag.defaults.suggestion_limit must be an integer from 1 to "
-            f"{MAX_SUGGESTION_LIMIT}; using {DEFAULT_SUGGESTION_LIMIT}"
-        )
-        cls.SUGGESTION_LIMIT = DEFAULT_SUGGESTION_LIMIT
+        for key, (attr, validate, default) in cls._KEYS.items():
+            if key not in defaults:
+                continue
+            try:
+                setattr(cls, attr, validate(defaults[key]))
+            except ValueError as error:
+                config_logger.warning(
+                    f"autotag.defaults.{key} {error}; using {default!r}"
+                    if key != "template"
+                    else f"autotag.defaults.template {error}; using the built-in one"
+                )
+                setattr(cls, attr, default)
 
 
 class PromptManagerConfig:

py/lora_import.py

@@ -1,18 +1,27 @@
-"""The staged LoRA reference import (#221, #249 System S10).
+"""The staged LoRA reference import (#221, #249 System S10, #355).
 
-The import reads LoraManager's ``*.metadata.json`` files and turns each LoRA
-into one prompt of the ``lora-manager`` category, tagged with its name and
-trigger words and linked to its preview images. It runs in three stages, and
-only the last writes to the database:
+The import reads LoraManager's ``*.metadata.json`` sidecars and turns each
+LoRA into one prompt of the ``lora-manager`` category, tagged with its name and
+trigger words and linked to its images. It runs in three stages, and only the
+last writes to the database:
 
-1. **discover**: list the metadata files (``discover``) and fingerprint them
-   (path, size and modification time; ``fingerprint``). ``preview`` adds the
-   counts a review shows. Nothing is written and nothing is requested.
-2. **stage**: read each file and build its record; CivitAI example images are
-   downloaded into the image cache first (best effort, counted). A cancelled
-   or failed stage leaves the database untouched; downloaded images stay in
-   the cache.
-3. **replace**: the files are listed and fingerprinted once more (a file
+1. **discover**: read LoraManager's settings the way LoraManager does
+   (``py/lora_manager_layout.py``: the settings file from the environment
+   folder, the portable plugin file or the user config folder; the LoRA
+   roots, the storage mode, the sidecar and example-images roots) and find
+   the sidecars (``discover``). In ``alongside`` mode a sidecar beside its
+   model is kept when ``<base>.safetensors`` exists; in ``centralized`` mode
+   every sidecar under the sidecar root is kept when its ``file_path`` names
+   a model inside a LoRA root. ``fingerprint`` covers every scanned sidecar,
+   kept or skipped (path, size, modification time, kept or not, #362) and the
+   layout; ``preview`` adds the counts a review shows. Nothing is written
+   and nothing is requested.
+2. **stage**: read each sidecar and build its record. Its LoraManager preview
+   and example images are linked where they are (``local_media``); only a
+   LoRA without any local image downloads its CivitAI example images into the
+   image cache first (best effort, counted). A cancelled or failed stage
+   leaves the database untouched; downloaded images stay in the cache.
+3. **replace**: the sidecars are found and fingerprinted once more (a file
    changed, removed or added while staging aborts the import), then
    ``PromptDatabase.replace_category_prompts`` swaps the old collection for
    the staged records in one transaction (or changes nothing).
@@ -24,9 +33,15 @@ Both the System job (``POST /lora/import/apply``) and the legacy ``POST
 import hashlib
 from dataclasses import dataclass, field
 from pathlib import Path
-from typing import Callable, Dict, List, Optional
+from typing import AbstractSet, Callable, Dict, List, Optional
 
 from . import lora_utils
+from .lora_manager_layout import (
+    Discovery,
+    discover_sidecars,
+    layout_summary,
+    local_media,
+)
 
 try:
     from ..utils.hashing import generate_prompt_hash
@@ -37,69 +52,97 @@ LORA_CATEGORY = "lora-manager"
 JOB_TITLE = "LoRA reference import"
 # The job's outcome groups, in its counter-tile order.
 GROUPS = ("imported", "linked", "skipped", "downloaded", "download_errors", "errors")
-METADATA_SUFFIX = "*.metadata.json"
 
 
 class ImportCancelled(Exception):
     """The import was cancelled while staging; nothing was written."""
 
 
-def discover(lora_manager_path: str) -> List[Path]:
-    """Every LoRA metadata file, sorted and without repeats.
+def discover(lora_manager_path: Optional[str]) -> Discovery:
+    """The sidecars of every LoRA whose model exists inside a LoRA root.
 
-    Raises whatever listing a folder raised: a discovery that cannot see
-    every folder must not replace the collection with part of it.
+    ``lora_manager_path`` is resolved as the integration resolves it (an
+    install under ``custom_nodes``; empty means auto-detection). Raises
+    whatever listing a folder raised: a discovery that cannot see every
+    folder must not replace the collection with part of it.
     """
-    seen = set()
-    files = []
-    for folder in lora_utils.find_lora_directories(lora_manager_path):
-        for path in Path(folder).rglob(METADATA_SUFFIX):
-            key = str(path)
-            if key not in seen:
-                seen.add(key)
-                files.append(path)
-    files.sort(key=str)
-    return files
+    return discover_sidecars(lora_utils.lora_manager_layout(lora_manager_path))
 
 
-def fingerprint(files: List[Path]) -> str:
-    """What a review saw of ``files``: each path, size and modification time."""
+def fingerprint(discovery: Discovery) -> str:
+    """What a review saw: the layout, then every scanned sidecar, kept or
+    skipped, with its path, size, modification time and whether it was kept
+    (#362). A LoraManager save that changes unrelated settings leaves it as
+    it was."""
+    layout = discovery.layout
     digest = hashlib.sha256()
-    for path in files:
+    for value in (
+        layout.settings_path,
+        layout.source,
+        layout.error,
+        layout.mode,
+        "\0".join(layout.lora_roots),
+        layout.sidecar_root,
+        layout.example_images_root,
+        layout.library,
+    ):
+        digest.update(f"{value}\n".encode("utf-8", "surrogatepass"))
+    for name in discovery.unreadable:
+        digest.update(f"unreadable\0{name}\n".encode("utf-8", "surrogatepass"))
+    kept = {str(sidecar.metadata_path) for sidecar in discovery.sidecars}
+    for path in discovery.scanned_files:
+        flag = 1 if str(path) in kept else 0
         try:
             stat = path.stat()
-            entry = f"{path}\0{stat.st_size}\0{stat.st_mtime_ns}\n"
+            entry = f"{path}\0{stat.st_size}\0{stat.st_mtime_ns}\0{flag}\n"
         except OSError:
-            entry = f"{path}\0missing\n"
+            entry = f"{path}\0missing\0{flag}\n"
         digest.update(entry.encode("utf-8", "surrogatepass"))
     return "sha256:" + digest.hexdigest()
 
 
-def preview(lora_manager_path: str, cache_dir: Path) -> Dict:
+def preview(
+    lora_manager_path: Optional[str],
+    cache_dir: Path,
+    media_extensions: AbstractSet[str],
+) -> Dict:
     """The review's counts (blocking; reads only, requests nothing).
 
-    ``{lora_files, with_metadata, planned_downloads, fingerprint, names}``:
-    the metadata files found, those that parse, the example images an import
-    would download (not yet in the cache) and the first LoRA names.
+    ``{lora_files, with_metadata, skipped, with_local_media,
+    planned_downloads, fingerprint, names, layout}``: the metadata files
+    seen, the kept LoRAs whose sidecar parses, the rest, the LoRAs with a
+    local image, the CivitAI images an import would download for the LoRAs
+    without one (not yet in the cache), the first LoRA names and what the
+    layout says (``layout_summary``).
     """
-    files = discover(lora_manager_path)
+    discovery = discover(lora_manager_path)
+    layout = discovery.layout
     with_metadata = 0
+    with_local_media = 0
     planned = 0
     names = []
-    for path in files:
-        metadata = lora_utils.read_lora_metadata(path)
+    for sidecar in discovery.sidecars:
+        metadata = lora_utils.read_lora_metadata(sidecar.metadata_path)
         if not metadata:
             continue
         with_metadata += 1
-        planned += lora_utils.planned_civitai_downloads(metadata, path, cache_dir)
+        if local_media(sidecar, metadata, layout, media_extensions):
+            with_local_media += 1
+        else:
+            planned += lora_utils.planned_civitai_downloads(
+                metadata, sidecar.metadata_path, cache_dir
+            )
         if len(names) < 50:
             names.append(lora_utils.get_model_name_from_metadata(metadata))
     return {
-        "lora_files": len(files),
+        "lora_files": discovery.scanned,
         "with_metadata": with_metadata,
+        "skipped": discovery.scanned - with_metadata,
+        "with_local_media": with_local_media,
         "planned_downloads": planned,
-        "fingerprint": fingerprint(files),
+        "fingerprint": fingerprint(discovery),
         "names": names,
+        "layout": layout_summary(layout, Path.home()),
     }
 
 
@@ -131,35 +174,45 @@ class StagedImport:
 
 
 def stage(
-    files: List[Path],
+    discovery: Discovery,
     cache_dir: Path,
     api_key: str = "",
     *,
+    media_extensions: AbstractSet[str],
     on_record: Optional[Callable[[int, Dict, "StagedImport"], None]] = None,
     cancelled: Callable[[], bool] = lambda: False,
     logger=None,
 ) -> StagedImport:
-    """Read each file and build its record, downloading its example images.
+    """Read each sidecar and build its record with its images.
 
-    Blocking. A file that cannot be read, or whose record fails to build, is
-    skipped by its name. ``cancelled()`` is asked before each file (raises
-    ImportCancelled); ``on_record(index, record_or_None, staged)`` follows
-    each one.
+    Blocking. Local images (``local_media``) come first; a LoRA without any
+    downloads its CivitAI example images. A sidecar that cannot be read, or
+    whose record fails to build, is skipped by its name, as are the
+    centralized sidecars discovery could not parse. ``cancelled()`` is asked
+    before each sidecar (raises ImportCancelled); ``on_record(index,
+    record_or_None, staged)`` follows each one.
     """
-    staged = StagedImport(total=len(files))
-    for index, path in enumerate(files):
+    sidecars = discovery.sidecars
+    staged = StagedImport(total=len(sidecars))
+    staged.skipped.extend(discovery.unreadable)
+    for index, sidecar in enumerate(sidecars):
         if cancelled():
             raise ImportCancelled()
         record = None
+        path = sidecar.metadata_path
         metadata = lora_utils.read_lora_metadata(path)
         if not metadata:
             staged.skipped.append(path.name)
         else:
             try:
-                local = lora_utils.get_preview_images_from_metadata(metadata, path)
-                remote = lora_utils.download_civitai_images(
-                    metadata, path, cache_dir, api_key, stats=staged.stats
+                local = local_media(
+                    sidecar, metadata, discovery.layout, media_extensions
                 )
+                remote = []
+                if not local:
+                    remote = lora_utils.download_civitai_images(
+                        metadata, path, cache_dir, api_key, stats=staged.stats
+                    )
                 images = list(dict.fromkeys([*local, *remote]))
                 record = build_record(metadata, path, images)
                 staged.records.append(record)

py/lora_layout_cache.py

@@ -0,0 +1,217 @@
+"""A per-process cache of LoraManager's layout for the image hot paths (#362).
+
+Every Library list, prompt detail, inspect, reveal and serve request needs the
+LoRA allow-list (``ImagesMixin._lora_image_dirs``). Building it means finding
+the LoraManager install, reading its plugin settings file and its settings
+file, and resolving every folder. ``LayoutCache`` keeps the last result and
+reuses it while all of these hold:
+
+- the key (the configured install path, stripped) and the home folder the
+  folder guard compares against are the same;
+- the entry is younger than ``MAX_AGE_SECONDS`` (monotonic clock);
+- the plugin settings file and the settings file have the same signature
+  (``st_mtime_ns``, ``st_size``, or ``MISSING``) as when it was stored;
+- the install and every stored media root still resolve to themselves (a
+  folder swapped for a symlink reloads, so the folder guard runs again).
+
+A result is stored only when no watched file is "racy" (modified within
+``RACY_SECONDS`` of the load, git's rule for racily clean index entries),
+every watched file could be checked, the settings file was readable, and no
+``clear()`` ran during the load. What each rule covers: signatures catch a
+settings change on the next request; the racy rule catches a write during the
+load, a half-written file and coarse timestamps; the maximum age bounds the
+inputs no signature sees (``extra_model_paths.yaml``, environment, temporary
+failures); ``clear()`` makes a finished import's new folders servable at once.
+
+Hits and loads take no lock: a slow ``os.stat`` on a network share holds up
+only its own request, and two threads that miss together both load (both
+loads only read). A short lock guards the compare-and-store and the logging
+state; no file I/O runs under it. Standard library only, so it is tested
+without ComfyUI or LoraManager.
+"""
+
+import logging
+import os
+import threading
+import time
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Callable, Optional, Tuple
+
+from .lora_manager_layout import UNREADABLE, LoraManagerLayout, _canonical
+
+# A watched file modified this recently is not trusted: LoraManager writes its
+# settings in place, and FAT/exFAT store modification times in 2 s steps.
+RACY_SECONDS = 3
+# Bounds what no signature sees (unwatched inputs, temporary failures).
+MAX_AGE_SECONDS = 30
+
+# The signature of a watched file that does not exist (a valid state).
+MISSING = object()
+# ERROR_BAD_NETPATH and ERROR_BAD_NET_NAME, which Windows raises as
+# FileNotFoundError.
+_OFFLINE_SHARE_ERRORS = frozenset({53, 67})
+
+logger = logging.getLogger("prompt_manager.lora_layout_cache")
+
+
+@dataclass(frozen=True)
+class _Entry:
+    key: str
+    home: str
+    install: Optional[str]
+    layout: LoraManagerLayout
+    signatures: Tuple[Tuple[str, object], ...]
+    stored_at: float
+
+
+class _CannotValidate(Exception):
+    """A watched file could not be checked (not merely missing)."""
+
+
+class LayoutCache:
+    """At most one ``(install, layout)`` for the active LoraManager config."""
+
+    def __init__(
+        self,
+        resolve: Callable[[str], Optional[str]],
+        load: Callable[[Optional[str]], LoraManagerLayout],
+        *,
+        wall_ns: Callable[[], int] = time.time_ns,
+        monotonic: Callable[[], float] = time.monotonic,
+        stat=os.stat,
+        pathmod=os.path,
+        home: Callable[[], str] = lambda: str(Path.home()),
+    ):
+        self._resolve = resolve
+        self._load = load
+        self._wall_ns = wall_ns
+        self._monotonic = monotonic
+        self._stat = stat
+        self._pathmod = pathmod
+        self._home = home
+        self._entry: Optional[_Entry] = None
+        self._generation = 0
+        self._lock = threading.Lock()
+        # What was last logged; survives clear() so a reload of the same
+        # layout stays quiet.
+        self._logged_layout: Optional[LoraManagerLayout] = None
+        self._logged_refused: Tuple[str, ...] = ()
+
+    def get(self, configured: str) -> Tuple[Optional[str], LoraManagerLayout]:
+        """``(install, layout)`` for the configured path ("" auto-detects)."""
+        key = (configured or "").strip()
+        home = self._home()
+        entry = self._entry
+        if entry is not None and self._valid(entry, key, home):
+            return entry.install, entry.layout
+        with self._lock:
+            if entry is not None and self._entry is entry:
+                self._entry = None
+            generation = self._generation
+        install = self._resolve(key)
+        layout = self._load(install)
+        self._log_refused(layout)
+        try:
+            signatures = tuple(
+                (path, self._signature(path)) for path in self._watched(install, layout)
+            )
+        except _CannotValidate:
+            return install, layout
+        if layout.error == UNREADABLE or self._racy(signatures, self._wall_ns()):
+            return install, layout
+        stored = _Entry(key, home, install, layout, signatures, self._monotonic())
+        changed = False
+        with self._lock:
+            if self._generation == generation:
+                self._entry = stored
+                changed = layout != self._logged_layout
+                if changed:
+                    self._logged_layout = layout
+        if changed:
+            logger.info(
+                f"LoraManager layout changed: {layout.source or 'no'} settings, "
+                f"{layout.mode} storage, {len(layout.media_roots)} media folders"
+            )
+        return install, layout
+
+    def clear(self) -> None:
+        """Drop the entry; a load that started before this stores nothing."""
+        with self._lock:
+            self._entry = None
+            self._generation += 1
+
+    def _log_refused(self, layout: LoraManagerLayout) -> None:
+        """One warning per default LoRA folder newly refused by the guard."""
+        refused = tuple(layout.refused_defaults)
+        with self._lock:
+            if refused == self._logged_refused:
+                return
+            new = [folder for folder in refused if folder not in self._logged_refused]
+            self._logged_refused = refused
+        for folder in new:
+            logger.warning(
+                f"ComfyUI LoRA folder '{folder}' is neither scanned nor served: "
+                "it is a filesystem root, the home folder or a folder that "
+                "contains it"
+            )
+
+    # ── validation ──────────────────────────────────────────────────
+
+    def _valid(self, entry: _Entry, key: str, home: str) -> bool:
+        if entry.key != key or entry.home != home:
+            return False
+        if self._monotonic() - entry.stored_at >= MAX_AGE_SECONDS:
+            return False
+        try:
+            for path, signature in entry.signatures:
+                if self._signature(path) != signature:
+                    return False
+        except _CannotValidate:
+            return False
+        folders = entry.layout.media_roots
+        if entry.install is not None:
+            folders = (entry.install,) + tuple(folders)
+        for folder in folders:
+            try:
+                if _canonical(folder, self._pathmod) != folder:
+                    return False
+            except (OSError, ValueError):
+                return False
+        return True
+
+    def _watched(self, install, layout) -> Tuple[str, ...]:
+        """The plugin settings file, then the settings file, each once."""
+        if install is None:
+            return ()
+        paths = [self._pathmod.join(install, "settings.json")]
+        if layout.settings_path is not None:
+            paths.append(str(layout.settings_path))
+        watched, seen = [], set()
+        for path in paths:
+            identity = self._pathmod.normcase(self._pathmod.abspath(path))
+            if identity not in seen:
+                seen.add(identity)
+                watched.append(path)
+        return tuple(watched)
+
+    def _signature(self, path: str):
+        try:
+            result = self._stat(path)
+        except (FileNotFoundError, NotADirectoryError) as error:
+            # Windows reports an offline share as "not found": that is a
+            # temporary failure, not a missing file.
+            if getattr(error, "winerror", None) in _OFFLINE_SHARE_ERRORS:
+                raise _CannotValidate(path) from error
+            return MISSING
+        except (OSError, ValueError) as error:
+            raise _CannotValidate(path) from error
+        return (result.st_mtime_ns, result.st_size)
+
+    @staticmethod
+    def _racy(signatures, now_ns: int) -> bool:
+        threshold = now_ns - RACY_SECONDS * 10**9
+        return any(
+            signature is not MISSING and signature[0] > threshold
+            for _path, signature in signatures
+        )

py/lora_manager_layout.py

@@ -0,0 +1,653 @@
+"""Where LoraManager keeps its files (#355).
+
+LoraManager (``custom_nodes/comfyui-lora-manager``) stores one
+``<name>.metadata.json`` sidecar per model, a preview image or video beside
+it, and each model's downloaded CivitAI example images. Where it stores them
+is a user setting, and its settings file itself can live in three places.
+This module repeats LoraManager's own rules, reading its files only (never
+importing it), so the LoRA import, the trigger-word cache and the image
+server share one definition:
+
+- ``load_layout`` finds the settings file (environment folder, portable
+  plugin file, or the user config folder, in LoraManager's order), keeps only
+  the seven keys the import needs, and resolves the LoRA roots, the sidecar
+  root (centralized storage), the example-images root and the active
+  LoraManager library. Every folder from the settings, and each of
+  ComfyUI's default LoRA folders, passes the folder guard: it must exist and
+  must not be a filesystem root, the home folder or a folder that contains
+  it. Default folders the guard refuses are listed in ``refused_defaults``.
+- ``discover_sidecars`` finds every sidecar whose model file exists inside a
+  LoRA root: beside the models in ``alongside`` mode, under the sidecar root
+  (matched to its model by ``file_path``) in ``centralized`` mode.
+- ``local_media`` lists a LoRA's preview and example images that the image
+  server may serve.
+
+Standard library plus ``platformdirs`` only (LoraManager depends on it), so
+it is testable outside ComfyUI.
+"""
+
+import json
+import logging
+import os
+import re
+from dataclasses import dataclass, replace
+from pathlib import Path
+from typing import (
+    AbstractSet,
+    Callable,
+    Dict,
+    Iterator,
+    List,
+    Mapping,
+    Optional,
+    Sequence,
+    Tuple,
+)
+
+# py/utils/settings_paths.py: SETTINGS_DIR_ENV, _LM_PORTABLE_ENV, APP_NAME.
+SETTINGS_DIR_ENV = "LORA_MANAGER_SETTINGS_DIR"
+PORTABLE_ENV = "LORA_MANAGER_PORTABLE"
+APP_NAME = "ComfyUI-LoRA-Manager"
+# py/utils/constants.py PREVIEW_EXTENSIONS, in LoraManager's order.
+PREVIEW_EXTENSIONS = (
+    ".webp",
+    ".preview.webp",
+    ".preview.png",
+    ".preview.jpeg",
+    ".preview.jpg",
+    ".preview.mp4",
+    ".png",
+    ".jpeg",
+    ".jpg",
+    ".mp4",
+    ".gif",
+    ".webm",
+    ".avif",
+    ".jxl",
+)
+# LoraManager's LoRA scanner accepts .safetensors only (py/services/lora_scanner.py).
+MODEL_SUFFIX = ".safetensors"
+# py/utils/sidecar_paths.py METADATA_SUFFIX.
+METADATA_SUFFIX = ".metadata.json"
+MAX_SETTINGS_BYTES = 5 * 1024 * 1024
+# The only settings the import reads; every other key (the file can hold API
+# keys) is dropped right after parsing.
+SETTINGS_KEYS = frozenset(
+    {
+        "sidecar_storage_mode",
+        "sidecar_storage_path",
+        "example_images_path",
+        "folder_paths",
+        "extra_folder_paths",
+        "libraries",
+        "active_library",
+    }
+)
+# py/utils/sidecar_paths.py STORAGE_MODE_ALONGSIDE / STORAGE_MODE_CENTRALIZED.
+MODE_ALONGSIDE = "alongside"
+MODE_CENTRALIZED = "centralized"
+# utils/video_metadata.py VIDEO_EXTENSIONS (not imported: that package needs
+# the node's relative imports).
+VIDEO_SUFFIXES = frozenset({".mp4", ".mov", ".m4v", ".webm", ".mkv", ".avi", ".wmv"})
+
+SOURCE_ENVIRONMENT = "environment"
+SOURCE_PORTABLE = "portable"
+SOURCE_USER_CONFIG = "user config"
+
+NO_INSTALL = "no LoraManager install found"
+UNREADABLE = "the settings file could not be read"
+NOT_JSON = "the settings file is not valid JSON"
+NOT_OBJECT = "the settings file is not a JSON object"
+TOO_LARGE = "the settings file is larger than 5 MB"
+NO_PLATFORMDIRS = "platformdirs is not available"
+NO_SIDECAR_ROOT = "the sidecar folder does not exist"
+BAD_SIDECAR_ROOT = (
+    "the sidecar folder is a filesystem root, the home folder or a folder "
+    "that contains it"
+)
+
+logger = logging.getLogger("prompt_manager.lora_manager_layout")
+
+
+@dataclass(frozen=True)
+class LoraManagerLayout:
+    """What LoraManager's settings say about where its files are."""
+
+    settings_path: Optional[Path]
+    source: Optional[str]
+    error: Optional[str]
+    mode: str
+    lora_roots: Tuple[str, ...]
+    sidecar_root: Optional[str]
+    example_images_root: Optional[str]
+    library: str
+    media_roots: Tuple[str, ...]
+    # ComfyUI's default LoRA folders that exist but that the folder guard
+    # refused (canonical): the layout cache logs them (#362).
+    refused_defaults: Tuple[str, ...] = ()
+
+
+@dataclass(frozen=True)
+class Sidecar:
+    """One LoRA's metadata file and the model file it describes."""
+
+    metadata_path: Path
+    model_path: Path
+
+
+@dataclass(frozen=True)
+class Discovery:
+    """The sidecars kept, every metadata file seen, and those unread."""
+
+    layout: LoraManagerLayout
+    sidecars: List[Sidecar]
+    # Every ``*.metadata.json`` seen, kept or skipped: resolved, once each,
+    # sorted by ``str(path)``. The import's fingerprint covers all of them.
+    scanned_files: Tuple[Path, ...]
+    unreadable: List[str]
+
+    @property
+    def scanned(self) -> int:
+        """How many metadata files were seen."""
+        return len(self.scanned_files)
+
+
+class _SettingsError(Exception):
+    """The settings file cannot be used, for the reason it carries."""
+
+
+# ── paths ────────────────────────────────────────────────────────────
+
+
+def _canonical(path: str, pathmod=os.path) -> str:
+    # py/config.py _canonical_path (not imported: py.config imports ComfyUI's
+    # ``server`` at import time).
+    return pathmod.normcase(pathmod.realpath(path))
+
+
+def _is_filesystem_root(path: str, pathmod=os.path) -> bool:
+    # py/config.py _is_filesystem_root: '/', 'C:\\' and UNC share roots.
+    return pathmod.dirname(path) == path
+
+
+def _guard_folder(
+    path: str,
+    home: str,
+    *,
+    pathmod=os.path,
+    isdir: Optional[Callable[[str], bool]] = None,
+) -> Optional[str]:
+    """The canonical form of ``path`` when it may be read and served, else None.
+
+    Kept only when it is a folder, not a filesystem root, and neither the
+    home folder nor one of its ancestors (``/home``, ``C:\\Users``: a
+    security review ruled that a folder holding the home folder must never
+    be read or served).
+    """
+    isdir = isdir or os.path.isdir
+    try:
+        canonical = _canonical(path, pathmod)
+        if not isdir(canonical) or _is_filesystem_root(canonical, pathmod):
+            return None
+        if _inside(home, (canonical,), pathmod):
+            return None
+    except (OSError, ValueError):
+        return None
+    return canonical
+
+
+def _inside(path, roots: Sequence[str], pathmod=os.path) -> bool:
+    """True when ``path`` (canonical) is one of ``roots`` or below one."""
+    try:
+        candidate = _canonical(str(path), pathmod)
+    except (OSError, ValueError):
+        return False
+    for root in roots:
+        prefix = root if root.endswith(pathmod.sep) else root + pathmod.sep
+        if candidate == root or candidate.startswith(prefix):
+            return True
+    return False
+
+
+def _absolute(value) -> Optional[str]:
+    """A settings path, stripped, ``~``-expanded and absolute; None when unset."""
+    if not isinstance(value, str) or not value.strip():
+        return None
+    return os.path.abspath(os.path.expanduser(value.strip()))
+
+
+# ── the settings file ───────────────────────────────────────────────
+
+
+def _platform_user_config_dir() -> str:
+    from platformdirs import user_config_dir
+
+    return user_config_dir(APP_NAME, appauthor=False)
+
+
+def _read_bytes(path: Path) -> bytes:
+    with open(path, "rb") as handle:
+        return handle.read(MAX_SETTINGS_BYTES + 1)
+
+
+def _read_settings(path: Path) -> Optional[Dict]:
+    """The parsed object in ``path``; None when it does not exist."""
+    try:
+        raw = _read_bytes(path)
+    except FileNotFoundError:
+        return None
+    except OSError:
+        raise _SettingsError(UNREADABLE) from None
+    if len(raw) > MAX_SETTINGS_BYTES:
+        raise _SettingsError(TOO_LARGE)
+    try:
+        data = json.loads(raw.decode("utf-8"))
+    except (UnicodeDecodeError, ValueError):
+        raise _SettingsError(NOT_JSON) from None
+    if not isinstance(data, dict):
+        raise _SettingsError(NOT_OBJECT)
+    return data
+
+
+def _settings_subset(data: Mapping) -> Dict:
+    """Only the keys the import reads."""
+    return {key: data[key] for key in SETTINGS_KEYS if key in data}
+
+
+def _portable_flag(environ: Mapping[str, str], plugin_settings: Path) -> bool:
+    """LoraManager's portable mode (settings_paths._should_use_portable_settings)."""
+    forced = environ.get(PORTABLE_ENV)
+    if forced == "1":
+        return True
+    if forced == "0":
+        return False
+    try:
+        data = _read_settings(plugin_settings)
+    except _SettingsError:
+        return False
+    return bool(data) and data.get("use_portable_settings") is True
+
+
+def _settings_location(
+    lora_manager_path: str,
+    environ: Mapping[str, str],
+    user_config_dir: Callable[[], str],
+) -> Tuple[Path, str]:
+    """``(settings file, source)`` in LoraManager's lookup order."""
+    override = environ.get(SETTINGS_DIR_ENV)
+    if override:
+        folder = os.path.abspath(os.path.expanduser(override))
+        return Path(folder) / "settings.json", SOURCE_ENVIRONMENT
+    plugin_settings = Path(lora_manager_path) / "settings.json"
+    if _portable_flag(environ, plugin_settings):
+        return plugin_settings, SOURCE_PORTABLE
+    try:
+        folder = user_config_dir()
+    except ImportError:
+        raise _SettingsError(NO_PLATFORMDIRS) from None
+    return Path(folder) / "settings.json", SOURCE_USER_CONFIG
+
+
+# ── libraries and folders ───────────────────────────────────────────
+
+
+def _sanitize_library_name(name: str) -> str:
+    # py/utils/example_images_paths.py sanitize_library_name.
+    safe = re.sub(r"[^A-Za-z0-9_.-]", "_", name or "")
+    return safe or "default"
+
+
+def _active_library(settings: Mapping) -> Tuple[str, Optional[Dict], int]:
+    """``(name, library dict or None, number of libraries)``."""
+    libraries = settings.get("libraries")
+    if not isinstance(libraries, dict) or not libraries:
+        return "default", None, 0
+    active = settings.get("active_library")
+    if not isinstance(active, str) or active not in libraries:
+        active = next(iter(libraries))
+    library = libraries[active]
+    return str(active), library if isinstance(library, dict) else None, len(libraries)
+
+
+def _lora_list(settings: Mapping, library: Optional[Dict], key: str) -> List[str]:
+    """The ``loras`` folders of ``key`` (the library's, else the top level)."""
+    source = library if library is not None and key in library else settings
+    section = source.get(key)
+    if not isinstance(section, dict):
+        return []
+    value = section.get("loras")
+    if isinstance(value, str):
+        value = [value]
+    if not isinstance(value, list):
+        return []
+    return [entry for entry in value if isinstance(entry, str) and entry.strip()]
+
+
+def _guarded(paths, home: str) -> Tuple[str, ...]:
+    kept = []
+    for path in paths:
+        absolute = _absolute(path)
+        guarded = _guard_folder(absolute, home) if absolute else None
+        if guarded and guarded not in kept:
+            kept.append(guarded)
+    return tuple(kept)
+
+
+def _refused(paths, home: str) -> Tuple[str, ...]:
+    """The folders in ``paths`` that exist but that the guard refuses."""
+    refused = []
+    for path in paths:
+        absolute = _absolute(path)
+        if not absolute or not os.path.isdir(absolute):
+            continue
+        if _guard_folder(absolute, home) is None:
+            try:
+                canonical = _canonical(absolute)
+            except (OSError, ValueError):
+                continue
+            if canonical not in refused:
+                refused.append(canonical)
+    return tuple(refused)
+
+
+def _example_images_root(
+    settings: Mapping, library: str, libraries: int, home: str
+) -> Optional[str]:
+    """py/utils/example_images_paths.py get_library_root, when the folder exists."""
+    configured = _absolute(settings.get("example_images_path"))
+    root = _guard_folder(configured, home) if configured else None
+    if root is None or libraries <= 1:
+        return root
+    # Guarded (canonical) like its root: a library name keeps its case, and
+    # the media check compares normcased paths.
+    return _guard_folder(os.path.join(root, _sanitize_library_name(library)), home)
+
+
+def _media_roots(*groups) -> Tuple[str, ...]:
+    roots = []
+    for group in groups:
+        for root in group:
+            if root and root not in roots:
+                roots.append(root)
+    return tuple(roots)
+
+
+def load_layout(
+    lora_manager_path: Optional[str],
+    *,
+    default_roots: Callable[[], List[str]],
+    environ: Mapping[str, str] = os.environ,
+    user_config_dir: Callable[[], str] = _platform_user_config_dir,
+) -> LoraManagerLayout:
+    """Read LoraManager's settings the way LoraManager does (read only).
+
+    ``lora_manager_path`` is the resolved install (``None`` when none was
+    found). An unusable layout carries ``error``, alongside mode and the
+    default LoRA roots, so serving and trigger words keep working.
+    """
+    home = str(Path.home())
+    default_list = list(default_roots())
+    defaults = _guarded(default_list, home)
+    refused_defaults = _refused(default_list, home)
+    fallback = LoraManagerLayout(
+        settings_path=None,
+        source=None,
+        error=NO_INSTALL,
+        mode=MODE_ALONGSIDE,
+        lora_roots=defaults,
+        sidecar_root=None,
+        example_images_root=None,
+        library="default",
+        media_roots=defaults,
+        refused_defaults=refused_defaults,
+    )
+    if not lora_manager_path:
+        return fallback
+    try:
+        settings_path, source = _settings_location(
+            lora_manager_path, environ, user_config_dir
+        )
+    except _SettingsError as error:
+        return replace(fallback, error=str(error))
+    fallback = replace(fallback, settings_path=settings_path, source=source)
+    try:
+        raw = _read_settings(settings_path)
+    except _SettingsError as error:
+        return replace(fallback, error=str(error))
+    settings = _settings_subset(raw or {})
+    return _layout_from_settings(
+        settings, settings_path, source, defaults, home, refused_defaults
+    )
+
+
+def _layout_from_settings(
+    settings, settings_path, source, defaults, home, refused_defaults=()
+):
+    library, entry, libraries = _active_library(settings)
+    lora_roots = _media_roots(
+        defaults,
+        _guarded(_lora_list(settings, entry, "folder_paths"), home),
+        _guarded(_lora_list(settings, entry, "extra_folder_paths"), home),
+    )
+    mode = settings.get("sidecar_storage_mode")
+    mode = MODE_CENTRALIZED if mode == MODE_CENTRALIZED else MODE_ALONGSIDE
+    example_root = _example_images_root(settings, library, libraries, home)
+    layout = LoraManagerLayout(
+        settings_path=settings_path,
+        source=source,
+        error=None,
+        mode=mode,
+        lora_roots=lora_roots,
+        sidecar_root=None,
+        example_images_root=example_root,
+        library=library,
+        media_roots=_media_roots(lora_roots, [example_root]),
+        refused_defaults=refused_defaults,
+    )
+    if mode != MODE_CENTRALIZED:
+        return layout
+    configured = _absolute(settings.get("sidecar_storage_path"))
+    configured = configured or os.path.join(str(settings_path.parent), "sidecars")
+    sidecar_root = _guard_folder(configured, home)
+    if sidecar_root is None:
+        reason = NO_SIDECAR_ROOT if not os.path.isdir(configured) else BAD_SIDECAR_ROOT
+        return replace(
+            layout,
+            error=reason,
+            lora_roots=defaults,
+            example_images_root=None,
+            media_roots=defaults,
+        )
+    return replace(
+        layout,
+        sidecar_root=sidecar_root,
+        media_roots=_media_roots(lora_roots, [sidecar_root], [example_root]),
+    )
+
+
+# ── sidecars ────────────────────────────────────────────────────────
+
+
+def _metadata_files(folder: str) -> Iterator[Path]:
+    """Every ``*.metadata.json`` under ``folder``; an unlistable folder raises.
+
+    Symlinked folders are followed, each real folder once (no loops).
+    """
+
+    def fail(error):
+        raise error
+
+    visited = set()
+    for current, dirs, files in os.walk(folder, onerror=fail, followlinks=True):
+        real = _canonical(current)
+        if real in visited:
+            dirs[:] = []
+            continue
+        visited.add(real)
+        dirs.sort()
+        for name in sorted(files):
+            if name.endswith(METADATA_SUFFIX):
+                yield Path(current) / name
+
+
+def _read_sidecar(path: Path) -> Optional[Dict]:
+    try:
+        with open(path, "r", encoding="utf-8") as handle:
+            data = json.load(handle)
+    except (OSError, ValueError):
+        return None
+    return data if isinstance(data, dict) else None
+
+
+def _model_for(path: Path, layout: LoraManagerLayout, unreadable: List[str]):
+    """The model file a sidecar describes, when it exists inside a LoRA root."""
+    if layout.mode == MODE_ALONGSIDE:
+        base = path.name[: -len(METADATA_SUFFIX)]
+        model = path.parent / f"{base}{MODEL_SUFFIX}"
+        return model if model.is_file() else None
+    metadata = _read_sidecar(path)
+    if metadata is None:
+        unreadable.append(path.name)
+        return None
+    file_path = metadata.get("file_path")
+    if not isinstance(file_path, str) or not file_path.strip():
+        return None
+    model = Path(file_path)
+    if not model.is_file() or not _inside(model, layout.lora_roots):
+        return None
+    return model
+
+
+def discover_sidecars(layout: LoraManagerLayout) -> Discovery:
+    """Every sidecar whose model exists inside a LoRA root, sorted, once each.
+
+    Raises ``OSError`` when a folder cannot be listed: a discovery that
+    cannot see every folder must not replace the collection with part of it.
+    """
+    if layout.error is not None:
+        return Discovery(layout, [], (), [])
+    if layout.mode == MODE_CENTRALIZED:
+        folders = [layout.sidecar_root]
+    else:
+        folders = list(layout.lora_roots)
+    seen = set()
+    scanned: List[Path] = []
+    unreadable: List[str] = []
+    sidecars = []
+    for folder in folders:
+        for path in _metadata_files(folder):
+            resolved = Path(os.path.realpath(path))
+            key = os.path.normcase(str(resolved))
+            if key in seen:
+                continue
+            seen.add(key)
+            scanned.append(resolved)
+            model = _model_for(resolved, layout, unreadable)
+            if model is not None:
+                sidecars.append(Sidecar(resolved, Path(os.path.realpath(model))))
+    sidecars.sort(key=lambda sidecar: str(sidecar.metadata_path))
+    scanned.sort(key=str)
+    return Discovery(layout, sidecars, tuple(scanned), unreadable)
+
+
+# ── images ──────────────────────────────────────────────────────────
+
+
+def _natural_key(name: str):
+    parts = re.split(r"(\d+)", name)
+    return [int(part) if part.isdigit() else part.lower() for part in parts], name
+
+
+def _example_files(folder: str) -> List[str]:
+    try:
+        with os.scandir(folder) as entries:
+            names = [entry.name for entry in entries if entry.is_file()]
+    except OSError:
+        return []
+    return [os.path.join(folder, name) for name in sorted(names, key=_natural_key)]
+
+
+def _preview_candidates(sidecar: Sidecar, metadata: Dict) -> Iterator[str]:
+    """The paths a preview is looked for at, in LoraManager's order."""
+    url = metadata.get("preview_url")
+    if isinstance(url, str) and url.strip():
+        if os.path.isabs(url.strip()):
+            yield url.strip()
+        else:
+            # LoraManager writes absolute paths; it would resolve a relative
+            # one against its working directory, not the sidecar folder.
+            logger.debug(
+                "Relative preview_url skipped in %s", sidecar.metadata_path.name
+            )
+    base = sidecar.metadata_path.name[: -len(METADATA_SUFFIX)]
+    for suffix in PREVIEW_EXTENSIONS:
+        yield str(sidecar.metadata_path.parent / f"{base}{suffix}")
+
+
+def local_media(
+    sidecar: Sidecar,
+    metadata: Dict,
+    layout: LoraManagerLayout,
+    media_extensions: AbstractSet[str],
+) -> List[str]:
+    """The LoRA's preview, then its example images: absolute, resolved paths.
+
+    A file counts only when its extension is in ``media_extensions`` (what the
+    image server serves) and it lies inside ``layout.media_roots``.
+    """
+
+    def usable(path: str) -> bool:
+        return (
+            os.path.splitext(path)[1].lower() in media_extensions
+            and os.path.isfile(path)
+            and _inside(path, layout.media_roots)
+        )
+
+    found: List[str] = []
+    for path in _preview_candidates(sidecar, metadata):
+        if usable(path):
+            found.append(path)
+            break
+    sha256 = metadata.get("sha256")
+    if layout.example_images_root and isinstance(sha256, str) and sha256.strip():
+        folder = os.path.join(layout.example_images_root, sha256.strip().lower())
+        found.extend(path for path in _example_files(folder) if usable(path))
+    media: List[str] = []
+    for path in found:
+        resolved = os.path.realpath(path)
+        if resolved not in media:
+            media.append(resolved)
+    return _cover_first(media)
+
+
+def _cover_first(media: List[str]) -> List[str]:
+    """A still image in front of a leading video (no thumbnails for these yet)."""
+    if not media or os.path.splitext(media[0])[1].lower() not in VIDEO_SUFFIXES:
+        return media
+    for index, path in enumerate(media):
+        if os.path.splitext(path)[1].lower() not in VIDEO_SUFFIXES:
+            return [path] + media[:index] + media[index + 1 :]
+    return media
+
+
+# ── the review ──────────────────────────────────────────────────────
+
+
+def layout_summary(layout: LoraManagerLayout, home: Path) -> Dict:
+    """What the review shows about the layout (no settings values)."""
+    settings_file = None
+    if layout.settings_path is not None:
+        settings_file = str(layout.settings_path)
+        try:
+            relative = Path(settings_file).relative_to(home)
+            settings_file = os.path.join("~", str(relative))
+        except ValueError:
+            pass
+    return {
+        "source": layout.source,
+        "settings_file": settings_file,
+        "error": layout.error,
+        "mode": layout.mode,
+        "library": layout.library,
+        "example_images": layout.example_images_root is not None,
+    }

py/lora_utils.py

@@ -13,6 +13,7 @@ import json
 import os
 import re
 import threading
+import time
 import urllib.error
 import urllib.request
 from pathlib import Path
@@ -27,6 +28,17 @@ except ImportError:
     sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
     from utils.logging_config import get_logger
 
+from dataclasses import replace
+
+from .lora_layout_cache import LayoutCache
+from .lora_manager_layout import (
+    MODE_ALONGSIDE,
+    METADATA_SUFFIX,
+    LoraManagerLayout,
+    discover_sidecars,
+    load_layout,
+)
+
 logger = get_logger("prompt_manager.lora_utils")
 
 # ── LoraManager detection ────────────────────────────────────────────
@@ -234,23 +246,22 @@ def resolve_lora_manager_path(path) -> Optional[str]:
 # ── Metadata reading ─────────────────────────────────────────────────
 
 
-def find_lora_directories(lora_manager_path: str) -> List[str]:
-    """Find directories that contain LoRA models (with .metadata.json files).
+def default_lora_roots() -> List[str]:
+    """The LoRA folders ComfyUI knows, without LoraManager's settings.
 
-    Searches: ComfyUI models/loras, extra_model_paths.yaml lora dirs,
-    and the LoraManager extension dir itself.
+    ComfyUI's ``models/loras``, the ``loras`` entries of
+    ``extra_model_paths.yaml`` and, inside ComfyUI, every folder
+    ``folder_paths`` registers for ``loras``. ``lora_manager_layout`` adds
+    the folders LoraManager's own settings name.
     """
     dirs = set()
-    lm_path = Path(lora_manager_path)
 
     root = find_comfyui_root()
     if root:
-        # Default models/loras
         models_loras = root / "models" / "loras"
         if models_loras.is_dir():
             dirs.add(str(models_loras.resolve()))
 
-        # Extra model paths from ComfyUI config
         for extra_dir in _get_extra_lora_paths(root):
             if extra_dir.is_dir():
                 dirs.add(str(extra_dir.resolve()))
@@ -267,13 +278,53 @@ def find_lora_directories(lora_manager_path: str) -> List[str]:
         # folder_paths unavailable — not running inside ComfyUI runtime
         pass
 
-    # Check for any .metadata.json in the LoraManager dir tree
-    for meta in lm_path.rglob("*.metadata.json"):
-        dirs.add(str(meta.parent.resolve()))
-
     return sorted(dirs)
 
 
+def lora_manager_install(lora_manager_path: Optional[str]) -> Optional[str]:
+    """The LoraManager install to read: the configured path when it is an
+    allowed install under ``custom_nodes``, auto-detection when it is empty."""
+    if isinstance(lora_manager_path, str) and lora_manager_path.strip():
+        return resolve_lora_manager_path(lora_manager_path)
+    detected = detect_lora_manager()
+    return resolve_lora_manager_path(detected) if detected else None
+
+
+def layout_for_install(install: Optional[str]) -> LoraManagerLayout:
+    """The layout of an already resolved install (None: none was found)."""
+    return load_layout(install, default_roots=default_lora_roots)
+
+
+def lora_manager_layout(lora_manager_path: Optional[str]) -> LoraManagerLayout:
+    """Where LoraManager keeps its files (``py/lora_manager_layout.py``).
+
+    A fresh read: the import review, Start, the legacy scan and the trigger
+    word cache use it. The image hot paths use ``cached_lora_manager_layout``.
+    """
+    return layout_for_install(lora_manager_install(lora_manager_path))
+
+
+# The image hot paths' layout cache (#362). The lambdas look the functions up
+# when called, so a test that patches them here is seen by the cache.
+_layout_cache = LayoutCache(
+    lambda path: lora_manager_install(path),
+    lambda install: layout_for_install(install),
+)
+
+
+def cached_lora_manager_layout(
+    configured: Optional[str],
+) -> Tuple[Optional[str], LoraManagerLayout]:
+    """``(install, layout)`` for the configured path, from the layout cache
+    while LoraManager's settings files are unchanged (``py/lora_layout_cache.py``)."""
+    return _layout_cache.get(configured or "")
+
+
+def clear_layout_cache() -> None:
+    """Drop the cached layout (after an import linked files in new folders)."""
+    _layout_cache.clear()
+
+
 def _get_extra_lora_paths(comfyui_root: Path) -> List[Path]:
     """Parse extra_model_paths.yaml for additional LoRA directories."""
     results = []
@@ -317,7 +368,7 @@ def read_lora_metadata(metadata_path: Path) -> Optional[Dict]:
     try:
         with open(metadata_path, "r", encoding="utf-8") as f:
             return json.load(f)
-    except (json.JSONDecodeError, OSError) as e:
+    except (ValueError, OSError) as e:  # JSONDecodeError, UnicodeDecodeError
         logger.debug(f"Failed to read {metadata_path}: {e}")
         return None
 
@@ -379,46 +430,6 @@ def get_model_name_from_metadata(metadata: Dict) -> str:
     return name
 
 
-def get_preview_images_from_metadata(metadata: Dict, metadata_path: Path) -> List[str]:
-    """Find all local preview/example image paths for a LoRA.
-
-    Returns:
-        List of absolute path strings to image files.
-    """
-    results = []
-    lora_dir = metadata_path.parent
-    file_name = metadata.get("file_name", "")
-    if not file_name:
-        stem = metadata_path.name.replace(".metadata.json", "")
-        file_name = stem
-
-    base_name = Path(file_name).stem
-
-    # Check standard preview naming conventions
-    for ext in (
-        ".png",
-        ".jpg",
-        ".jpeg",
-        ".webp",
-        ".preview.png",
-        ".preview.jpg",
-        ".preview.jpeg",
-    ):
-        candidate = lora_dir / f"{base_name}{ext}"
-        if candidate.exists():
-            results.append(str(candidate.resolve()))
-
-    return results
-
-
-def get_preview_image_from_metadata(
-    metadata: Dict, metadata_path: Path
-) -> Optional[str]:
-    """Find the first preview image path for a LoRA (backward compat)."""
-    images = get_preview_images_from_metadata(metadata, metadata_path)
-    return images[0] if images else None
-
-
 _THUMB_MAX_SIZE = 512
 
 # CivitAI's own domains (#340: civitai.red and civitai.green serve the same
@@ -837,30 +848,16 @@ def get_lora_image_cache_dir(create: bool = True) -> Path:
     return cache
 
 
-def get_example_images_dir(lora_manager_path: str) -> Optional[str]:
-    """Find the LoraManager example_images directory."""
-    lm_path = Path(lora_manager_path)
-
-    # Direct subdirectory
-    candidate = lm_path / "example_images"
-    if candidate.is_dir():
-        return str(candidate.resolve())
-
-    # Search one level in user data dirs
-    for child in lm_path.iterdir():
-        if child.is_dir():
-            sub = child / "example_images"
-            if sub.is_dir():
-                return str(sub.resolve())
-
-    return None
-
-
 # ── Trigger word cache & injection ───────────────────────────────────
 
 _LORA_PATTERN = re.compile(r"<lora:([^:>]+):[^>]+>", re.IGNORECASE)
 
 
+# A failed load is retried by a running node only after this long (an explicit
+# reload, from the settings routes, always runs).
+TRIGGER_RETRY_SECONDS = 60
+
+
 class TriggerWordCache:
     """Thread-safe cache mapping LoRA names to their trigger words.
 
@@ -871,52 +868,89 @@ class TriggerWordCache:
         self._cache: Dict[str, List[str]] = {}
         self._lock = threading.Lock()
         self._loaded = False
+        self._failed_at: Optional[float] = None
 
     def load(self, lora_manager_path: str) -> int:
-        """Scan LoRA metadata files and build the trigger word mapping.
+        """Build the trigger word map from the sidecars LoraManager uses.
+
+        Never raises (a node calls this while it runs): a folder that cannot
+        be listed, or any other failure, is logged and the previous map is
+        kept. When LoraManager's settings cannot be used, the reason is
+        logged and the default LoRA folders are read in alongside mode.
 
         Returns:
-            Number of LoRAs with trigger words found.
+            Number of LoRAs with trigger words in the map.
         """
-        new_cache: Dict[str, List[str]] = {}
-
-        lora_dirs = find_lora_directories(lora_manager_path)
-        for lora_dir in lora_dirs:
-            dir_path = Path(lora_dir)
-            for meta_file in dir_path.rglob("*.metadata.json"):
-                metadata = read_lora_metadata(meta_file)
-                if not metadata:
-                    continue
-
-                words = get_trigger_words_from_metadata(metadata)
-                if not words:
-                    continue
-
-                # Key by filename stem (what appears in <lora:NAME:weight>)
-                file_name = metadata.get("file_name", "")
-                if file_name:
-                    stem = Path(file_name).stem
-                    new_cache[stem.lower()] = words
-
-                # Also key by the metadata file stem
-                meta_stem = meta_file.name.replace(".metadata.json", "")
-                if meta_stem.lower() not in new_cache:
-                    new_cache[meta_stem.lower()] = words
+        try:
+            new_cache = self._build(lora_manager_path)
+        except OSError as error:
+            logger.warning(f"Trigger word cache not refreshed: {error}")
+            return self._failed()
+        except Exception:
+            # Not a disk error: keep the traceback (#362).
+            logger.exception("Trigger word cache not refreshed")
+            return self._failed()
 
         with self._lock:
             self._cache = new_cache
             self._loaded = True
+            self._failed_at = None
 
         logger.info(
             f"Trigger word cache loaded: {len(new_cache)} LoRAs with trigger words"
         )
         return len(new_cache)
 
+    def _failed(self) -> int:
+        """Keep the previous map and note when this load failed."""
+        with self._lock:
+            self._failed_at = time.monotonic()
+            return len(self._cache)
+
+    @staticmethod
+    def _build(lora_manager_path: str) -> Dict[str, List[str]]:
+        layout = lora_manager_layout(lora_manager_path)
+        if layout.error is not None:
+            logger.warning(
+                f"LoraManager settings not usable ({layout.error}); trigger words "
+                "come from the default LoRA folders"
+            )
+            layout = replace(
+                layout,
+                error=None,
+                mode=MODE_ALONGSIDE,
+                sidecar_root=None,
+                example_images_root=None,
+            )
+        new_cache: Dict[str, List[str]] = {}
+        for sidecar in discover_sidecars(layout).sidecars:
+            metadata = read_lora_metadata(sidecar.metadata_path)
+            if not metadata:
+                continue
+            words = get_trigger_words_from_metadata(metadata)
+            if not words:
+                continue
+            # Key by the model file name (what appears in <lora:NAME:weight>)
+            # and by the sidecar's name.
+            new_cache[sidecar.model_path.stem.lower()] = words
+            sidecar_stem = sidecar.metadata_path.name[: -len(METADATA_SUFFIX)]
+            new_cache.setdefault(sidecar_stem.lower(), words)
+        return new_cache
+
     def get_trigger_words(self, lora_name: str) -> List[str]:
         """Look up trigger words for a LoRA by name (case-insensitive)."""
         with self._lock:
             return self._cache.get(lora_name.lower(), [])
 
+    def retry_due(self) -> bool:
+        """Whether a node may try loading again: never failed, or the last
+        failure is TRIGGER_RETRY_SECONDS old (no rescan on every prompt run)."""
+        with self._lock:
+            failed_at = self._failed_at
+        return failed_at is None or time.monotonic() - failed_at >= (
+            TRIGGER_RETRY_SECONDS
+        )
+
     @property
     def is_loaded(self) -> bool:
         with self._lock:
@@ -926,6 +960,7 @@ class TriggerWordCache:
         with self._lock:
             self._cache.clear()
             self._loaded = False
+            self._failed_at = None
 
 
 # Module-level singleton

py/tagging_defaults.py

@@ -0,0 +1,90 @@
+"""The tagging configuration's constants and validators (#328).
+
+Server-free on purpose: ``py.api`` must import without ComfyUI's ``server``
+module, which ``py/config.py`` needs; config re-exports all of this.
+"""
+
+import math
+from typing import Any
+
+# The tagging engines (``py/autotag.py`` MODELS) and the options they take.
+WD14_MODEL_TYPES = frozenset({"wd14-swinv2", "wd14-vit"})
+LLM_MODEL_TYPES = frozenset({"gguf", "hf"})
+MODEL_TYPES = WD14_MODEL_TYPES | LLM_MODEL_TYPES
+MAX_INSTRUCTION_CHARS = 4000
+MAX_INSTRUCTION_BYTES = 16 * 1024
+# Tag output images' review estimate (#379): seconds per image for the WD14
+# engines, by where ONNX Runtime runs them. The graphics card figure was
+# measured in PR 1's live check (RTX 4090, CUDA: Auto-tag selected on 100
+# images in 16.7 s with the model load, 0.167 s/image). The processor figure
+# is an upper bound from the maintainer's cancelled CPU run (19 min / 697
+# images, backup, model load and skips included), kept as the fallback. The
+# language-model engines have no figure.
+WD14_SECONDS_PER_IMAGE = 1.6
+WD14_GPU_SECONDS_PER_IMAGE = 0.17
+
+
+def wd14_seconds_per_image(device: str) -> float:
+    """The estimate's rate for ``"gpu"`` or ``"cpu"`` (anything else)."""
+    return WD14_GPU_SECONDS_PER_IMAGE if device == "gpu" else WD14_SECONDS_PER_IMAGE
+
+
+# What a batch does with an image that already has tags (#328, #379).
+EXISTING_POLICIES = ("skip", "merge", "replace_after_review")
+
+# The language-model tag template every page starts from until one is saved.
+DEFAULT_TAG_TEMPLATE = (
+    "Generate only comma-separated Danbooru tags (lowercase_underscores, no spaces).\n"
+    "Include: subject_count (1girl/1boy/etc), gender, ethnicity (asian, caucasian, "
+    "etc), age_approx (teen, young_woman), body_attributes, face_features, "
+    "hairstyle, appearance, clothing, accessories, pose, expression, action, "
+    "camera_angle, camera_shot, scene_composition (wide_shot, long_shot, "
+    "dutch_angle), environment, background_elements, lighting, mood.\n"
+    "Prioritize visual accuracy.\n"
+    "No sentences, no commentary, no captions. Only tags. Keep length short but "
+    "descriptive."
+)
+
+
+def validate_threshold(name: str, value: Any) -> float:
+    """A WD14 confidence threshold in [0, 1], or ValueError naming ``name``."""
+    if type(value) not in (int, float) or not math.isfinite(value):
+        raise ValueError(f"{name} must be a finite number")
+    if not 0 <= value <= 1:
+        raise ValueError(f"{name} must be between 0 and 1")
+    return float(value)
+
+
+# Every page shows the thresholds in steps of 0.05 (the concept's System rows,
+# the Tag image dialogs and the legacy sliders), so a saved one must be on that
+# grid (#369). Per-request thresholds keep their own checks.
+THRESHOLD_STEP = 0.05
+_STEPS_PER_UNIT = round(1 / THRESHOLD_STEP)
+# A computed float can miss the grid by a hair: (0.1 + 0.2) * 20 is 6.000000000000001.
+_STEP_TOLERANCE = 1e-12  # in steps; refuses 0.35000000001
+
+
+def validate_saved_threshold(name: str, value: Any) -> float:
+    """A saved WD14 threshold: in [0, 1] and a multiple of ``THRESHOLD_STEP``,
+    returned exactly on the grid; else ValueError naming ``name``."""
+    value = validate_threshold(name, value)
+    steps = value * _STEPS_PER_UNIT
+    if abs(steps - round(steps)) > _STEP_TOLERANCE:
+        raise ValueError(f"{name} must be a multiple of {THRESHOLD_STEP}")
+    return round(steps) / _STEPS_PER_UNIT
+
+
+def validate_template(value: Any, name: str = "instructions") -> str:
+    """Non-empty language-model instructions within the character and byte
+    caps, or ValueError naming ``name``."""
+    if not isinstance(value, str) or not value.strip():
+        raise ValueError(f"{name} must be non-empty text")
+    if len(value) > MAX_INSTRUCTION_CHARS:
+        raise ValueError(f"{name} must be at most {MAX_INSTRUCTION_CHARS} characters")
+    try:
+        encoded = value.encode("utf-8")
+    except UnicodeEncodeError:
+        raise ValueError(f"{name} must be valid Unicode text") from None
+    if len(encoded) > MAX_INSTRUCTION_BYTES:
+        raise ValueError(f"{name} {'are' if name == 'instructions' else 'is'} too long")
+    return value

pyproject.toml

@@ -3,7 +3,7 @@ name = "promptmanager"
 description = "A powerful ComfyUI custom node that extends the standard text encoder with persistent prompt storage, advanced search capabilities, and an automatic image gallery system using SQLite."
 version = "3.3.1"
 license = {file = "LICENSE"}
-requires-python = ">=3.10"
+requires-python = ">=3.12"
 dependencies = ["watchdog>=2.1.0", "Pillow>=8.0.0"]
 
 [build-system]

tests/background_stops.py

@@ -0,0 +1,27 @@
+"""Final stops for the background threads a test starts (#301, #302).
+
+Every real ``ImageGenerationHandler``, ``ImageMonitor`` or ``PromptTracker``
+a test constructs ends with its final stop and an assertion, before the
+test's folder and databases go: ``close()`` for a handler,
+``stop_monitoring()`` for a monitor, ``shutdown()`` for a tracker.
+"""
+
+from utils.prompt_tracker import PromptTracker
+
+
+def stop_tracker(testcase, tracker):
+    """Shut a real tracker's cleanup thread down; mocks are left alone."""
+    if isinstance(tracker, PromptTracker):
+        testcase.assertTrue(tracker.shutdown(), "prompt cleanup thread still running")
+
+
+def close_handler(testcase, handler):
+    """Close ``handler`` for good, then stop the tracker it was built with."""
+    testcase.assertTrue(handler.close(), "image worker still running")
+    stop_tracker(testcase, getattr(handler, "prompt_tracker", None))
+
+
+def stop_monitor(testcase, monitor):
+    """Stop ``monitor`` (its observer and worker), then its tracker."""
+    testcase.assertTrue(monitor.stop_monitoring(), "image monitor still running")
+    stop_tracker(testcase, getattr(monitor, "prompt_tracker", None))

tests/browser/concept-inventory.mjs

@@ -676,3 +676,73 @@ export function measureInspector(selector) {
             primary:node.classList.contains('ca-primary'),minHeight:getComputedStyle(node).minHeight})),
     };
 }
+
+// #249 System S7 Task 20, shared since S12 (#329): the maintenance plan dialog's measurement and its D100 mapping,
+// moved unchanged from system-maintenance-concept.spec.mjs so the rotated-log review uses the same ones.
+/** Runs in the page: the open review dialog (plan or duplicates): its title, body and the concept's tokens. */
+export function measureReview() {
+    const dialog = document.querySelector('dialog#modal[open]');
+    const css = (node, ...keys) => node ? Object.fromEntries(keys.map(key => [key, getComputedStyle(node)[key]])) : null;
+    const name = node => [node.localName, ...[...node.classList].sort()].join('.');
+    const text = node => node?.textContent.trim() ?? null;
+    const body = dialog.querySelector('#modal-body');
+    const grid = body.querySelector(':scope > dl.meta-grid');
+    const compare = body.querySelector('.compare-grid');
+    const item = compare?.querySelector('.compare-item');
+    const notes = [...body.querySelectorAll(':scope > p.small')];
+    const note = notes.at(-1);
+    const actions = body.querySelector(':scope > .dialog-actions');
+    return {
+        title: text(dialog.querySelector('#modal-title')),
+        tree: [...body.children].map(name),
+        heading: body.querySelector(':scope > h3') && { text: text(body.querySelector(':scope > h3')),
+            ...css(body.querySelector(':scope > h3'), 'fontSize', 'fontWeight', 'color', 'marginBottom') },
+        grid: grid && { rows: [...grid.children].map(row => [text(row.querySelector('dt')), text(row.querySelector('dd'))]),
+            ...css(grid, 'display', 'gridTemplateColumns', 'columnGap', 'rowGap'),
+            dt: css(grid.querySelector('dt'), 'fontSize', 'color', 'textTransform'), dd: css(grid.querySelector('dd'), 'fontSize', 'color') },
+        details: body.querySelector(':scope > details') && { summary: text(body.querySelector(':scope > details > summary')),
+            tree: [...body.querySelector(':scope > details').children].map(name) },
+        backup: body.querySelector(':scope > .notice') && { tree: [...body.querySelector(':scope > .notice').children].map(name),
+            text: [...body.querySelectorAll(':scope > .notice > div:first-child > *')].map(node => [node.localName, text(node)]),
+            buttons: [...body.querySelectorAll(':scope > .notice button')].map(text) },
+        compare: compare && { tree: [...compare.children].map(name), ...css(compare, 'display', 'gridTemplateColumns', 'columnGap'),
+            items: [...compare.children].map(entry => ({ tree: [...entry.children].map(name), label: text(entry.querySelector('label')),
+                checked: entry.querySelector('input[type=radio]').checked, image: entry.querySelector('img')?.className ?? null })),
+            item: css(item, 'paddingTop', 'paddingLeft', 'backgroundColor', 'borderTopWidth', 'borderTopColor', 'borderTopLeftRadius'),
+            image: css(item.querySelector('img'), 'width', 'objectFit'),
+            label: css(item.querySelector('label'), 'fontSize', 'color'),
+            radio: { name: item.querySelector('input[type=radio]').name.startsWith('keep-') ? 'keep-*' : 'other',
+                type: item.querySelector('input').type } },
+        note: note && { text: text(note), ...css(note, 'fontSize', 'color', 'marginTop') },
+        actions: { tree: [...actions.children].map(name), ...css(actions, 'display', 'justifyContent', 'columnGap', 'marginTop'),
+            buttons: [...actions.children].map(item => ({ text: text(item), className: item.className,
+                ...css(item, 'backgroundColor', 'color', 'fontSize', 'paddingTop', 'paddingLeft', 'borderTopColor') })) },
+    };
+}
+
+export const BACKUP_BOX = Object.freeze({ tree: ['div', 'div.row-actions'], text: [['h3', 'Back up the database first (recommended)'],
+    ['p', 'Downloads a copy of the prompts database before this operation changes any records.']], buttons: ['Back up now'] });
+
+/**
+ * D100: the server's plan in the concept's dialog: the operation's row title as its `h3` (the concept prints its
+ * `data-plan` name), the four rows with the plan's values, the listed records (`details`), the hold line in the
+ * concept's `p.small`, the D55 backup box before the actions, and "Apply reviewed operation". No sample note.
+ */
+export function mapPlanConcept(reference, title, plan) {
+    const backup = plan.backup.policy === 'off' ? 'No safety backup (the policy is off)'
+        : `Create and verify before changes (${plan.backup.destination_label})`;
+    const tree = ['h3', 'dl.meta-grid', ...(plan.details.length ? ['details'] : []), 'p.small', 'div.notice', 'div.dialog-actions'];
+    const [cancel, apply] = reference.actions.buttons;
+    return {
+        ...reference,
+        tree,
+        heading: { ...reference.heading, text: title },
+        grid: { ...reference.grid, rows: [['Scope', plan.scope.label],
+            ['Protected', plan.protected.reasons.length ? plan.protected.reasons.join(' · ') : 'Nothing is protected'],
+            ['Backup', backup], ['Media on disk', plan.media.label]] },
+        details: plan.details.length ? { summary: `Listed records (${plan.details.length})`, tree: ['summary', 'pre'] } : null,
+        backup: BACKUP_BOX,
+        note: { ...reference.note, text: 'Nothing changes until you apply. This review holds for 15 minutes.' },
+        actions: { ...reference.actions, buttons: [cancel, { ...apply, text: 'Apply reviewed operation' }] },
+    };
+}

tests/browser/fast_reset.py

@@ -0,0 +1,283 @@
+"""Run a browser-test fixture seeder off the live database, then publish once (#384).
+
+The seeders make hundreds of small commits. On a slow CI disk the live
+database's commits queue behind WAL checkpoint syncs and a reset took over
+30 s. ``ScratchSeeder.run`` instead:
+
+1. copies the live database into a scratch database (SQLite backup API) whose
+   connections never sync (a crash loses only the copy);
+2. runs the unchanged seeder against an API proxy whose ``db`` is the scratch
+   database; everything else (files, thumbnails, caches, command state) is
+   the live API's, written exactly as before;
+3. replaces the rows of every table the seed changed in the live database, in
+   one transaction on the live connection. Tables the seed left alone are not
+   touched, so state another fixture owns stays as it was.
+
+A commit by any other live connection while the seed ran fails the reset
+instead of being overwritten (``PRAGMA data_version``).
+"""
+
+from __future__ import annotations
+
+import hashlib
+import os
+import shutil
+import sqlite3
+import tempfile
+import weakref
+from pathlib import Path
+from typing import Any, Callable, TypeVar
+
+T = TypeVar("T")
+
+# Set to 1 to run seeders on the live database as before #384 (the equivalence
+# proof, tests/browser/reset_equivalence.py, compares both ways).
+SEED_ON_LIVE_ENV = "PM_TEST_SEED_ON_LIVE"
+SCRATCH_SCHEMA = "reset_seed"
+# API calls a seed makes that must see the published rows (see _SeedApi).
+DEFERRED_CALLS = frozenset({"invalidate_gallery_cache"})
+# Linux's shared-memory tmpfs (present in the Playwright image and on runners).
+MEMORY_ROOT = Path("/dev/shm")
+# The largest fixtures' scratch copy is about 8 MB (database plus a WAL that
+# autocheckpoints near 4 MB). Docker's default /dev/shm is 64 MB, shared with
+# the browsers and the other workers; with less free than this, the scratch
+# copy goes on disk instead.
+MEMORY_FREE_BYTES = 32 * 1024 * 1024
+# Scratch folders are named <prefix><owner pid>-<random>.
+SCRATCH_PREFIX = "pm-reset-"
+
+
+def _quote(name: str) -> str:
+    return '"' + name.replace('"', '""') + '"'
+
+
+def _tables(conn: sqlite3.Connection, schema: str = "main") -> list[str]:
+    rows = conn.execute(
+        f"SELECT name, sql FROM {schema}.sqlite_master WHERE type = 'table' "
+        "ORDER BY name"
+    ).fetchall()
+    for name, sql in rows:
+        if sql and sql.lstrip().upper().startswith("CREATE VIRTUAL"):
+            raise NotImplementedError(f"virtual table {name} cannot be copied")
+    return [name for name, _sql in rows]
+
+
+def _columns(conn: sqlite3.Connection, table: str, schema: str = "main") -> list[str]:
+    """Writable columns (hidden and generated ones excluded), plus ``rowid``
+    when the table has a rowid that no INTEGER PRIMARY KEY column carries."""
+    info = conn.execute(f"PRAGMA {schema}.table_xinfo({_quote(table)})").fetchall()
+    columns = [row[1] for row in info if row[6] == 0]
+    keys = [row for row in info if row[5]]
+    sql = conn.execute(
+        f"SELECT sql FROM {schema}.sqlite_master WHERE type = 'table' AND name = ?",
+        (table,),
+    ).fetchone()[0]
+    without_rowid = sql is not None and "WITHOUT ROWID" in sql.upper()
+    integer_key = len(keys) == 1 and str(keys[0][2]).upper() == "INTEGER"
+    if not without_rowid and not integer_key and table != "sqlite_sequence":
+        columns.insert(0, "rowid")
+    return columns
+
+
+def table_digests(conn: sqlite3.Connection, schema: str = "main") -> dict[str, str]:
+    """A digest of every table's rows (rowids included), by table name."""
+    result = {}
+    for table in _tables(conn, schema):
+        selected = ", ".join(
+            _quote(c) if c != "rowid" else "rowid"
+            for c in _columns(conn, table, schema)
+        )
+        digest = hashlib.sha256()
+        rows = conn.execute(f"SELECT {selected} FROM {schema}.{_quote(table)}")
+        for row in sorted(repr(tuple(row)) for row in rows):
+            digest.update(row.encode("utf-8", "surrogatepass"))
+            digest.update(b"\n")
+        result[table] = digest.hexdigest()
+    return result
+
+
+def _process_alive(pid: int) -> bool:
+    try:
+        os.kill(pid, 0)
+    except ProcessLookupError:
+        return False
+    except OSError:
+        return True  # it exists but belongs to someone else
+    return True
+
+
+def remove_orphaned_scratch(root: Path) -> None:
+    """Remove scratch folders of servers that died without cleaning up.
+
+    A server killed outright (SIGKILL, a crash) never runs ``close``, and
+    tmpfs keeps its folder in memory until reboot. The folder name carries
+    the owner's process id; a folder whose process is gone is removed.
+    """
+    if os.name != "posix":
+        return  # os.kill(pid, 0) would terminate the process on Windows
+    for folder in root.glob(f"{SCRATCH_PREFIX}*-*"):
+        pid = folder.name[len(SCRATCH_PREFIX) :].split("-", 1)[0]
+        if pid.isdigit() and not _process_alive(int(pid)):
+            shutil.rmtree(folder, ignore_errors=True)
+
+
+class _SeedApi:
+    """The live API, except that ``db`` is the scratch database.
+
+    Cache drops the seed asks for (``DEFERRED_CALLS``) are recorded and made
+    after the publish: dropped earlier, a request in between would cache the
+    live database's old rows again.
+    """
+
+    def __init__(self, api: Any, db: Any) -> None:
+        object.__setattr__(self, "_api", api)
+        object.__setattr__(self, "db", db)
+        object.__setattr__(self, "deferred", [])
+
+    def __getattr__(self, name: str) -> Any:
+        if name in DEFERRED_CALLS:
+
+            def record(*args: Any, **kwargs: Any) -> None:
+                self.deferred.append((name, args, kwargs))
+
+            return record
+        return getattr(self._api, name)
+
+    def __setattr__(self, name: str, value: Any) -> None:
+        setattr(self._api, name, value)
+
+
+class ScratchSeeder:
+    """Seed into a scratch copy and publish the changed tables in one commit."""
+
+    def __init__(
+        self,
+        api: Any,
+        directory: Path,
+        *,
+        on_live: bool = False,
+        memory_root: Path | None = MEMORY_ROOT,
+    ) -> None:
+        self._api = api
+        self._fallback = Path(directory)
+        self._memory_root = memory_root
+        self._directory: Path | None = None
+        self._on_live = on_live
+        self._scratch = None
+        self._unsynced: "weakref.WeakSet[sqlite3.Connection]" = weakref.WeakSet()
+
+    def run(self, seed: Callable[[Any], T]) -> T:
+        """Run ``seed(api)`` (blocking; call it in an executor thread)."""
+        if self._on_live:
+            return seed(self._api)
+        live = self._api.db.model.get_connection()
+        if live.in_transaction:
+            raise RuntimeError("the live connection has an open transaction")
+        version = live.execute("PRAGMA data_version").fetchone()[0]
+        scratch = self._scratch_database()
+        target = self._scratch_connection(scratch)
+        with target.using():
+            live.backup(target)
+        before = table_digests(target)
+        target_api = _SeedApi(self._api, scratch)
+        result = seed(target_api)
+        target = self._scratch_connection(scratch)
+        if target.in_transaction:
+            raise RuntimeError("the seed left a scratch transaction open")
+        after = table_digests(target)
+        changed = [table for table in after if after[table] != before.get(table)]
+        if set(before) != set(after):
+            raise RuntimeError("the seed changed the database schema")
+        if live.execute("PRAGMA data_version").fetchone()[0] != version:
+            raise RuntimeError("the live database changed while the seed ran")
+        self._publish(live, scratch.model.db_path, changed, version)
+        for name, args, kwargs in target_api.deferred:
+            getattr(self._api, name)(*args, **kwargs)
+        return result
+
+    def _scratch_database(self):
+        if self._scratch is None:
+            from database.operations import PromptDatabase
+
+            self._directory = self._scratch_directory()
+            self._scratch = PromptDatabase(str(self._directory / "seed.db"))
+        return self._scratch
+
+    def _scratch_connection(self, scratch) -> sqlite3.Connection:
+        """The calling thread's scratch connection, set never to sync."""
+        conn = scratch.model.get_connection()
+        if conn not in self._unsynced:
+            conn.execute("PRAGMA synchronous = OFF")
+            self._unsynced.add(conn)
+        return conn
+
+    @staticmethod
+    def _publish(
+        live: sqlite3.Connection, path: str, tables: list[str], version: int
+    ) -> None:
+        """Replace ``tables`` with the scratch rows in one live transaction.
+
+        ``version`` is the live ``data_version`` read before the seed. It is
+        checked again under the write lock: a writer whose transaction was
+        open during the seed commits before ``BEGIN IMMEDIATE`` returns, and
+        its rows must fail the reset instead of being overwritten.
+        """
+        if not tables:
+            return
+        foreign_keys = live.execute("PRAGMA foreign_keys").fetchone()[0]
+        # Rows are copied as they are; no cascade may reach a table left alone.
+        live.execute("PRAGMA foreign_keys = OFF")
+        try:
+            live.execute(f"ATTACH DATABASE ? AS {SCRATCH_SCHEMA}", (path,))
+            try:
+                live.execute("BEGIN IMMEDIATE")
+                try:
+                    if live.execute("PRAGMA data_version").fetchone()[0] != version:
+                        raise RuntimeError(
+                            "the live database changed while the seed ran"
+                        )
+                    for table in tables:
+                        columns = ", ".join(
+                            _quote(c) if c != "rowid" else "rowid"
+                            for c in _columns(live, table)
+                        )
+                        name = _quote(table)
+                        live.execute(f"DELETE FROM main.{name}")
+                        live.execute(
+                            f"INSERT INTO main.{name} ({columns}) "
+                            f"SELECT {columns} FROM {SCRATCH_SCHEMA}.{name}"
+                        )
+                    live.commit()
+                except BaseException:
+                    live.rollback()
+                    raise
+            finally:
+                live.execute(f"DETACH DATABASE {SCRATCH_SCHEMA}")
+        finally:
+            live.execute(f"PRAGMA foreign_keys = {int(foreign_keys)}")
+
+    def close(self) -> None:
+        """Close every scratch connection, then remove the scratch files."""
+        if self._on_live:
+            return
+        if self._scratch is not None:
+            self._scratch.close_all()
+            self._scratch = None
+        if self._directory is not None:
+            shutil.rmtree(self._directory, ignore_errors=True)
+            self._directory = None
+
+    def _scratch_directory(self) -> Path:
+        """A folder in memory (tmpfs) where there is one, else ``directory``.
+
+        Even unsynced, scratch writes on the runner's disk wait whenever the
+        kernel is writing back the pages they rewrite.
+        """
+        root = self._memory_root
+        if root is not None and root.is_dir() and os.access(root, os.W_OK):
+            remove_orphaned_scratch(root)
+            if shutil.disk_usage(root).free >= MEMORY_FREE_BYTES:
+                prefix = f"{SCRATCH_PREFIX}{os.getpid()}-"
+                return Path(tempfile.mkdtemp(prefix=prefix, dir=root))
+        self._fallback.mkdir(parents=True, exist_ok=True)
+        return self._fallback

tests/browser/folder_trash.py

@@ -0,0 +1,78 @@
+"""Empty a browser-test media folder without waiting for the disk (#384).
+
+A reset used to ``shutil.rmtree`` the output and input folders the last
+fixture wrote. Unlinking a file whose pages are still being written back
+waits for that write, so on a slow CI disk a reset stalled in ``rmtree``.
+``replace_folder`` renames the old folder into ``<parent>/reset-trash`` (one
+metadata change) and makes a new empty one; a background thread deletes the
+trash, and ``close_trash`` stops that thread and removes what is left before
+the server's temp root goes.
+"""
+
+from __future__ import annotations
+
+import queue
+import shutil
+import threading
+import uuid
+from pathlib import Path
+
+TRASH_NAME = "reset-trash"
+
+
+class _Trash:
+    def __init__(self, directory: Path) -> None:
+        self.directory = directory
+        self._queue: "queue.SimpleQueue[Path | None]" = queue.SimpleQueue()
+        self._thread = threading.Thread(
+            target=self._work, name="pm-reset-trash", daemon=True
+        )
+        self._thread.start()
+
+    def _work(self) -> None:
+        while (folder := self._queue.get()) is not None:
+            shutil.rmtree(folder, ignore_errors=True)
+
+    def discard(self, folder: Path) -> None:
+        self.directory.mkdir(exist_ok=True)
+        moved = self.directory / f"{folder.name}-{uuid.uuid4().hex}"
+        folder.rename(moved)
+        self._queue.put(moved)
+
+    def close(self) -> None:
+        self._queue.put(None)
+        self._thread.join()
+        shutil.rmtree(self.directory, ignore_errors=True)
+
+
+_trashes: dict[Path, _Trash] = {}
+# Trash folders whose server has cleaned up: a reset still running then
+# deletes in place instead of starting a thread nobody would stop.
+_closed: set[Path] = set()
+_lock = threading.Lock()
+
+
+def replace_folder(folder: Path) -> None:
+    """Make ``folder`` an empty folder; its old content is deleted later."""
+    folder = Path(folder)
+    if folder.exists():
+        directory = folder.parent / TRASH_NAME
+        with _lock:
+            trash = _trashes.get(directory)
+            if trash is None and directory not in _closed:
+                trash = _trashes[directory] = _Trash(directory)
+            if trash is not None:
+                trash.discard(folder)
+        if folder.exists():
+            shutil.rmtree(folder)
+    folder.mkdir()
+
+
+def close_trash(parent: Path) -> None:
+    """Stop deleting under ``parent``'s trash and remove it (blocking)."""
+    directory = Path(parent) / TRASH_NAME
+    with _lock:
+        _closed.add(directory)
+        trash = _trashes.pop(directory, None)
+    if trash is not None:
+        trash.close()

tests/browser/legacy-autotag.spec.mjs

@@ -0,0 +1,258 @@
+// #328: the legacy admin and gallery auto-tag tools keep working beside System › Auto-tagging. The model download is
+// the `model_download` Activity job; the pages' stream attaches to it. No model is ever downloaded: the fixture's
+// fake download waits until the test releases it (`/__test__/tagging/download`).
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+
+const TITLE = 'Tagging model download · WD14 ViT';
+
+async function post(request, url, data) {
+    await expect(await request.post(url, data === undefined ? {} : { data })).toBeOK();
+}
+
+async function downloads(request) {
+    const response = await request.get('/prompt_manager/jobs');
+    await expect(response).toBeOK();
+    return (await response.json()).jobs.filter(job => job.kind === 'model_download');
+}
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    // The 3.2.0 update notice would cover the admin page's toolbar.
+    await page.addInitScript(() => { localStorage.setItem('pm_update_notice_dismissed', '3.2.0'); });
+    await post(request, '/__test__/jobs/restart');
+    await post(request, '/__test__/tagging/reset');
+    await post(request, '/__test__/tagging/models', { unavailable: ['wd14-vit'] });
+    await post(request, '/__test__/tagging/download', { mode: 'hold' });
+});
+
+test.afterEach(async ({ page, request, browserName }) => {
+    await saveCoverage(page, browserName);
+    // Releases a download a failed test left held, and puts the raising default back.
+    await post(request, '/__test__/tagging/reset');
+    await post(request, '/__test__/jobs/restart');
+});
+
+async function startDownload(page, request) {
+    await page.locator('#autoTagBtn').click();
+    const status = page.locator('#wd14VitModelStatus');
+    await status.getByRole('button', { name: 'Download', exact: true }).click();
+    const modal = page.locator('#autoTagDownloadModal');
+    await expect(modal).toBeVisible();
+    await expect(page.locator('#downloadStatus')).toHaveText('Downloading…');
+    await expect(page.locator('#downloadProgressBar')).toHaveClass(/animate-pulse/);
+    await expect(modal).toContainText('The download continues in Activity.');
+    await expect(page.locator('#cancelDownloadBtn')).toHaveText('Close');
+    const running = (await downloads(request)).filter(job => job.state === 'running');
+    expect(running.map(job => [job.title, job.cancellable])).toEqual([[TITLE, false]]);
+    return { modal, status };
+}
+
+test('admin download modal closes on complete and Activity lists the job without Cancel', async ({ page, request }) => {
+    await page.goto('/prompt_manager/admin');
+    const { modal, status } = await startDownload(page, request);
+
+    await page.goto('/prompt_manager/workspace#/activity');
+    const item = page.locator('#workspace-main section.surface > .activity-item')
+        .filter({ has: page.getByRole('link', { name: new RegExp(`${TITLE}$`) }) });
+    await expect(item.locator('.chip')).toHaveText('Running');
+    await expect(item.locator('progress')).not.toHaveAttribute('value');
+    await expect(item.getByRole('button', { name: 'Cancel job', exact: true })).toHaveCount(0);
+
+    // Back on the admin page a second download of the same model attaches to the running job.
+    await page.goto('/prompt_manager/admin');
+    await startDownload(page, request);
+    await post(request, '/__test__/tagging/download', { mode: 'succeed' });
+    await expect(modal).toBeHidden();
+    await expect(status).toContainText('Downloaded');
+    expect((await downloads(request)).map(job => [job.title, job.state])).toEqual([[TITLE, 'finished']]);
+});
+
+test('gallery download modal closes on complete', async ({ page, request }) => {
+    await page.goto('/prompt_manager/gallery');
+    const { modal, status } = await startDownload(page, request);
+    await post(request, '/__test__/tagging/download', { mode: 'succeed' });
+    await expect(modal).toBeHidden();
+    await expect(page.locator('#autoTagModal')).toBeVisible();
+    await expect(status).toContainText('Downloaded');
+    expect((await downloads(request)).map(job => job.state)).toEqual(['finished']);
+});
+
+test('a failed download closes the modal and says so', async ({ page, request }) => {
+    await page.goto('/prompt_manager/gallery');
+    const { modal, status } = await startDownload(page, request);
+    await post(request, '/__test__/tagging/download', { mode: 'fail' });
+    await expect(modal).toBeHidden();
+    await expect(page.getByText('Download failed: Download failed')).toBeVisible();
+    await expect(status.getByRole('button', { name: 'Download', exact: true })).toBeVisible();
+    expect((await downloads(request)).map(job => job.state)).toEqual(['failed']);
+});
+
+// (wd14-vit is not downloaded in these tests: beforeEach marks it so the download tests can offer it.)
+// The gallery's batch reader keyed on `data.status` values the server never sends, so its modal never moved or
+// closed (#328 Problem 5). It now reads `type` frames as the admin page does.
+async function watchProgress(page) {
+    await page.evaluate(() => {
+        window.progressSeen = [];
+        const node = document.getElementById('autoTagProgressPercent');
+        // Each change from its own record: frames that land in one task share one
+        // callback, and the node's text by then is only the last of them.
+        new MutationObserver(records => {
+            for (const record of records) {
+                if (record.type === 'characterData') window.progressSeen.push(record.target.data);
+                for (const added of record.addedNodes) window.progressSeen.push(added.textContent);
+            }
+        }).observe(node, { childList: true, characterData: true, subtree: true });
+    });
+}
+
+async function runGalleryBatch(page) {
+    await page.locator('#autoTagBtn').click();
+    await page.locator('input[name="autoTagModel"][value="wd14-swinv2"]').check();
+    await watchProgress(page);
+    const done = page.waitForResponse(response => response.url().includes('/prompt_manager/autotag/start'));
+    await page.locator('#startAutoTagBtn').click();
+    await done;
+    await expect(page.locator('#autoTagProgressModal')).toBeHidden();
+    // #379: the batch counts images, never prompts.
+    await expect(page.getByText(/^Auto tagging complete! Tagged \d+ images?\.$/)).toBeVisible();
+}
+
+const CLOSE_NOTE = 'Closing this window stops tagging. Tags already added are kept. Prompt Manager\'s Activity page shows the '
+    + 'time left.';
+
+async function serverJobs(request) {
+    const response = await request.get('/prompt_manager/jobs');
+    await expect(response).toBeOK();
+    return (await response.json()).jobs;
+}
+
+async function runNativeBatch(request) {
+    const started = await request.post('/prompt_manager/jobs/autotag', { data: { model_type: 'wd14-swinv2', existing: 'skip',
+        options: { general_threshold: 0.35, character_threshold: 0.85 } } });
+    expect(started.status()).toBe(202);
+    const { job } = await started.json();
+    await expect.poll(async () => (await serverJobs(request)).find(item => item.id === job.id)?.state).toBe('finished');
+}
+
+test('gallery batch modal counts progress and closes on complete', async ({ page, request }) => {
+    await page.goto('/prompt_manager/gallery');
+    await runGalleryBatch(page);
+    const seen = await page.evaluate(() => window.progressSeen);
+    // The phase frames (model 5%, listing 8%) then the per-image frames (from 10%) move the bar.
+    expect(seen).toContain('8%');
+    expect(seen.some(value => parseInt(value, 10) >= 10)).toBe(true);
+    await expect(page.locator('#autoTagCloseNote')).toHaveText(CLOSE_NOTE);
+    // The batch ran as the autotag job of the legacy page.
+    expect((await serverJobs(request)).filter(job => job.kind === 'autotag').map(job => [job.title, job.state]))
+        .toEqual([['Tag output images (legacy page)', 'finished']]);
+    expect((await downloads(request)).length).toBe(0);
+});
+
+test('admin batch copy names images, not prompts (#379)', async ({ page }) => {
+    await page.goto('/prompt_manager/admin');
+    await page.locator('#autoTagBtn').click();
+    await expect(page.locator('input[name="autoTagMode"][value="skip"] + span')).toHaveText('Skip images already auto-tagged');
+    await expect(page.getByText('"auto-scanned" is not counted as a real tag')).toHaveCount(0);
+    await expect(page.locator('#autoTagCloseNote')).toHaveText(CLOSE_NOTE);
+    await expect(page.locator('#retagConfirmModal h3')).toHaveText('Image Already Auto-tagged');
+    await expect(page.locator('#retagConfirmModal')).toContainText('A tagging model already tagged this image. Generate new tags?');
+});
+
+test('admin review opens the first image', async ({ page }) => {
+    await page.goto('/prompt_manager/admin');
+    await page.locator('#autoTagBtn').click();
+    await page.locator('input[name="autoTagModel"][value="wd14-swinv2"]').check();
+    await page.locator('#startReviewBtn').click();
+    // #379: no image is auto-tagged yet (prompt tags no longer count), so the review opens on the first image.
+    await expect(page.locator('#retagConfirmModal')).toBeHidden();
+    await expect(page.locator('#autoTagReviewModal')).toBeVisible();
+    await expect(page.locator('#reviewImageName')).not.toHaveText(/^(image_name\.png|Unknown|)$/);
+    await expect(page.getByText('Failed to start review mode')).toHaveCount(0);
+});
+
+test('gallery unload works and is refused while the gate is held', async ({ page, request }) => {
+    await page.goto('/prompt_manager/gallery');
+    await runGalleryBatch(page); // keeps the model in memory
+    await page.locator('#autoTagBtn').click();
+    const unload = page.locator('#unloadModelBtn');
+    await expect(unload).toBeVisible();
+
+    // A held download owns the model gate: Unload is refused with the server's error.
+    const held = await request.post('/prompt_manager/jobs/model-download', { data: { model_type: 'gguf' } });
+    expect(held.status()).toBe(202);
+    await unload.click();
+    await expect(page.getByText(/^Failed to unload model: A tagging model is busy/)).toBeVisible();
+
+    await post(request, '/__test__/tagging/download', { mode: 'succeed' });
+    await expect.poll(async () => (await downloads(request)).map(job => job.state)).toEqual(['finished']);
+    await unload.click();
+    await expect(page.getByText('WD14-SWINV2 model unloaded successfully')).toBeVisible();
+});
+
+/** The admin review lists every row, videos too: Skip any image that is not one until the confirmation shows. */
+async function untilAutoTagged(page, confirm) {
+    // Each image's skip check answers before its confirmation or its error shows.
+    const failed = page.locator('#reviewTagsVisible .text-pm-error');
+    for (let tries = 0; tries < 5; tries++) {
+        await expect.poll(async () => (await confirm.isVisible()) || (await failed.count()) > 0).toBe(true);
+        if (await confirm.isVisible()) return;
+        const answered = page.waitForResponse(item => item.url().endsWith('/prompt_manager/autotag/single'));
+        await page.locator('#skipReviewBtn').click();
+        await answered;
+    }
+    await expect(confirm).toBeVisible();
+}
+
+// #379: the admin review asks before re-tagging an image a model already tagged, and Apply & Next writes that image's
+// tags (its bytes, never its prompt).
+test('admin review: an auto-tagged image asks first; Re-tag then Apply & Next tags the image', async ({ page, request }) => {
+    await runNativeBatch(request);
+    await page.goto('/prompt_manager/admin');
+    await page.locator('#autoTagBtn').click();
+    await page.locator('input[name="autoTagModel"][value="wd14-swinv2"]').check();
+    await page.locator('#startReviewBtn').click();
+    const confirm = page.locator('#retagConfirmModal');
+    await untilAutoTagged(page, confirm);
+    await expect(confirm.locator('#retagExistingTags span').first()).toHaveText('sandstone');
+    await page.locator('#retagConfirmBtn').click();
+    await expect(page.locator('#autoTagReviewModal')).toBeVisible();
+    await expect(page.locator('#reviewTagsVisible .tag-chip').first()).toContainText('sandstone');
+    const applied = page.waitForRequest(item => item.url().endsWith('/prompt_manager/autotag/apply'));
+    const answer = page.waitForResponse(item => item.url().endsWith('/prompt_manager/autotag/apply'));
+    await page.locator('#applyReviewBtn').click();
+    const body = (await applied).postDataJSON();
+    expect(body.prompt_id).toBeUndefined();
+    expect(body.sha256).toMatch(/^[0-9a-f]{64}$/);
+    expect((await answer).status()).toBe(200);
+});
+
+test('admin review: Skip All Tagged passes every auto-tagged image', async ({ page, request }) => {
+    await runNativeBatch(request);
+    await page.goto('/prompt_manager/admin');
+    await page.locator('#autoTagBtn').click();
+    await page.locator('input[name="autoTagModel"][value="wd14-swinv2"]').check();
+    await page.locator('#startReviewBtn').click();
+    const confirm = page.locator('#retagConfirmModal');
+    await untilAutoTagged(page, confirm);
+    await page.locator('#retagSkipAllBtn').click();
+    await expect(page.locator('#retagConfirmModal')).toBeHidden();
+    await expect(page.getByText('Review complete!')).toBeVisible();
+});
+
+test('gallery review: Apply & Next tags the image by its path and bytes', async ({ page }) => {
+    await page.goto('/prompt_manager/gallery');
+    await page.locator('#autoTagBtn').click();
+    await page.locator('input[name="autoTagModel"][value="wd14-swinv2"]').check();
+    const suggested = page.waitForRequest(item => item.url().endsWith('/prompt_manager/autotag/single'));
+    await page.locator('#startReviewBtn').click();
+    expect((await suggested).postDataJSON().existing).toBe('merge');
+    await expect(page.locator('#reviewTagsContainer .tag-chip').first()).toContainText('sandstone');
+    const applied = page.waitForRequest(item => item.url().endsWith('/prompt_manager/autotag/apply'));
+    const answer = page.waitForResponse(item => item.url().endsWith('/prompt_manager/autotag/apply'));
+    await page.locator('#applyReviewBtn').click();
+    const body = (await applied).postDataJSON();
+    expect(Object.keys(body).sort()).toEqual(['path', 'root_index', 'sha256', 'tags'].filter(key => key in body).sort());
+    expect(body.prompt_id).toBeUndefined();
+    expect((await answer).status()).toBe(200);
+});

tests/browser/legacy-system-links.spec.mjs

@@ -0,0 +1,163 @@
+// System S13 (#330): the legacy admin and gallery pages open native System for their System tools. Each replaced
+// control is a plain link (`workspace#/system/<id>`, a new tab), and the legacy flows S13 keeps still work.
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+
+const PAGES = Object.freeze({ admin: '/prompt_manager/admin', gallery: '/prompt_manager/gallery' });
+const LABELS = Object.freeze({
+    overview: 'Overview',
+    appearance: 'Appearance',
+    sources: 'Sources & scans',
+    integrations: 'Integrations',
+    tagging: 'Auto-tagging',
+    maintenance: 'Maintenance',
+    backups: 'Backup & export',
+    diagnostics: 'Diagnostics & logs',
+});
+
+// One row per System link of the design's §2 map: the page, the control's label, how to find it, the section it opens
+// and what a test must arrange before the control shows.
+const LINKS = Object.freeze([
+    { page: 'admin', label: 'Diagnostics', locate: page => page.locator('#diagnosticsBtn'), section: 'diagnostics' },
+    { page: 'admin', label: 'View Logs', locate: page => page.locator('#logsBtn'), section: 'diagnostics' },
+]);
+
+async function post(request, url, data) {
+    await expect(await request.post(url, data === undefined ? {} : { data })).toBeOK();
+}
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    await post(request, '/__test__/reset');
+    await post(request, '/__test__/system/reset');
+    await post(request, '/__test__/tagging/reset');
+    // The 3.2.0 update notice would cover the admin page's toolbar.
+    await page.addInitScript(() => { localStorage.setItem('pm_update_notice_dismissed', '3.2.0'); });
+    page.legacyErrors = [];
+    page.on('pageerror', error => page.legacyErrors.push(error.message));
+});
+
+test.afterEach(async ({ page, request, browserName }) => {
+    await saveCoverage(page, browserName);
+    await post(request, '/__test__/tagging/reset');
+    await post(request, '/__test__/system/reset');
+    expect(page.legacyErrors).toEqual([]);
+});
+
+/** Opens the legacy page with the link showing; returns the link. */
+async function openLink(page, request, link) {
+    if (link.arrange) await link.arrange(page, request);
+    await page.goto(PAGES[link.page]);
+    if (link.reveal) await link.reveal(page);
+    const control = link.locate(page);
+    await expect(control).toBeVisible();
+    return control;
+}
+
+for (const link of LINKS) {
+    test(`legacy ${link.page} ${link.label} opens System ${link.section}`, async ({ page, context, request }) => {
+        const control = await openLink(page, request, link);
+        const legacyUrl = page.url();
+        await expect(control).toHaveAttribute('href', `workspace#/system/${link.section}`);
+        await expect(control).toHaveAttribute('target', '_blank');
+        await expect(control).toHaveAttribute('rel', 'noopener');
+        const opened = context.waitForEvent('page');
+        await control.click();
+        const system = await opened;
+        await expect(system).toHaveURL(new RegExp(`/prompt_manager/workspace#/system/${link.section}$`));
+        // System's page heading is "System"; the open section is the pressed button of its section switcher.
+        const main = system.locator('#workspace-main');
+        await expect(main.getByRole('heading', { level: 1, name: 'System', exact: true })).toBeVisible();
+        await expect(main.getByRole('group', { name: 'System sections', exact: true })
+            .getByRole('button', { name: LABELS[link.section], exact: true })).toHaveAttribute('aria-pressed', 'true');
+        expect(page.url()).toBe(legacyUrl);
+        await system.close();
+    });
+}
+
+test('a System link sends no request from the legacy page', async ({ page, context, request }) => {
+    for (const link of LINKS) {
+        const control = await openLink(page, request, link);
+        // The page's own start-up reads (list, film strips, settings) finish first; then the click must add none.
+        await page.waitForLoadState('networkidle');
+        const sent = [];
+        const record = item => sent.push(`${item.method()} ${item.url()}`);
+        page.on('request', record);
+        const opened = context.waitForEvent('page');
+        await control.click();
+        const system = await opened;
+        await system.waitForLoadState('domcontentloaded');
+        page.off('request', record);
+        expect(sent, `${link.page} ${link.label}`).toEqual([]);
+        await system.close();
+    }
+});
+
+test('kept admin flows still work', async ({ page, context }) => {
+    await page.goto(PAGES.admin);
+    const texts = page.locator('#resultsList .prompt-text');
+    await expect(texts.first()).toBeVisible();
+
+    // K1: sorting reorders the list.
+    for (const [value, order] of [['text_asc', 1], ['text_desc', -1]]) {
+        const listed = page.waitForResponse(item => /\/prompt_manager\/(recent|search)\?/.test(item.url()) && item.url().includes(`sort=${value}`));
+        await page.locator('#sortBy').selectOption(value);
+        await listed;
+        await expect.poll(async () => {
+            const shown = await texts.allTextContents();
+            // The server sorts case-insensitively (SQLite NOCASE), not by locale.
+            const key = text => text.toLowerCase();
+            const sorted = [...shown].sort((a, b) => order * (key(a) < key(b) ? -1 : key(a) > key(b) ? 1 : 0));
+            return shown.length > 1 && shown.join('\n') === sorted.join('\n');
+        }).toBe(true);
+    }
+    // K3: Add Prompt saves a prompt the list then shows.
+    await page.locator('#addPromptBtn').click();
+    await page.locator('#addPromptText').fill('Kept flow lighthouse');
+    const saved = page.waitForResponse(item => item.request().method() === 'POST' && item.url().endsWith('/prompt_manager/save'));
+    await page.locator('#saveNewPromptBtn').click();
+    expect((await saved).ok()).toBe(true);
+    await expect(page.locator('#addPromptModal')).toBeHidden();
+    await expect(texts.filter({ hasText: 'Kept flow lighthouse' })).toBeVisible();
+
+    // K1: a search narrows the list, and a selection enables the bulk buttons.
+    const all = await texts.allTextContents();
+    const word = all[0].trim().split(/\s+/)[0];
+    const searched = page.waitForResponse(item => item.url().includes('/prompt_manager/search?') && item.url().includes('text='));
+    await page.locator('#searchText').fill(word);
+    await page.locator('#searchBtn').click();
+    await searched;
+    await expect.poll(async () => {
+        const shown = await texts.allTextContents();
+        return shown.length > 0 && shown.length < all.length && shown.every(text => text.toLowerCase().includes(word.toLowerCase()));
+    }).toBe(true);
+    await expect(page.locator('#bulkDeleteBtn')).toBeDisabled();
+    await page.locator('#resultsList .prompt-checkbox').first().check();
+    for (const id of ['#bulkDeleteBtn', '#bulkTagBtn', '#bulkCategoryBtn']) await expect(page.locator(id)).toBeEnabled();
+
+    // K4: Stats reads the statistics again; Export downloads the prompts.
+    const stats = page.waitForResponse(item => item.url().endsWith('/prompt_manager/stats') && item.ok());
+    await page.locator('#statsBtn').click();
+    await stats;
+    await expect(page.getByText('Stats refreshed successfully!')).toBeVisible();
+    const download = page.waitForEvent('download');
+    await page.locator('#exportBtn').click();
+    expect((await download).suggestedFilename()).toMatch(/^prompts-\d{4}-\d{2}-\d{2}\.json$/);
+
+    // K5: Scan Images opens its dialog (with the quick backup) without starting a scan.
+    await page.locator('#scanBtn').click();
+    await expect(page.locator('#scanModal')).toBeVisible();
+    await expect(page.locator('#quickBackupBtn')).toBeVisible();
+    await page.locator('#cancelScan').click();
+    await expect(page.locator('#scanModal')).toBeHidden();
+
+    // K7: Metadata and Gallery open their pages in a new tab.
+    for (const [id, path] of [['#metadataBtn', '/prompt_manager/gallery.html'], ['#galleryBtn', '/prompt_manager/gallery']]) {
+        const opened = context.waitForEvent('page');
+        await page.locator(id).click();
+        const tab = await opened;
+        await tab.waitForLoadState('domcontentloaded');
+        expect(new URL(tab.url()).pathname).toBe(path);
+        await tab.close();
+    }
+});

tests/browser/reset_equivalence.py

@@ -0,0 +1,279 @@
+"""Prove the scratch-seeded resets leave the state the old resets left (#384).
+
+Run by hand on Linux (the browser server's platform):
+
+    python -m tests.browser.reset_equivalence
+
+It starts the browser server three times: twice seeding on the live database
+as before #384 (``PM_TEST_SEED_ON_LIVE=1``) and once with the scratch seeder.
+Each server gets the same sequence: every reset kind of ``/__test__/reset``
+and ``/__test__/concept/reset``, with other fixtures' resets and API writes
+between them. After every reset it reads every table's rows (by rowid), the
+output and input file trees (size, SHA-256, mtime) and the response body.
+
+Values that differ between the two old runs are wall-clock values (created_at,
+an unpinned concept "now", file mtimes); they are masked. Everything else must
+be equal between the old runs and the new one. Exit status 0 means equal.
+"""
+
+from __future__ import annotations
+
+import hashlib
+import json
+import os
+import sqlite3
+import subprocess
+import sys
+import tempfile
+import time
+import urllib.request
+from pathlib import Path
+
+REPO_ROOT = Path(__file__).resolve().parents[2]
+READY_TIMEOUT_S = 60
+CLOCK = "<clock>"
+
+RESETS = [
+    ("/__test__/reset", {}),
+    ("/__test__/reset", {"extra_images": 2}),
+    ("/__test__/reset", {"extra_images": 108}),
+    ("/__test__/reset", {"include_video": True}),
+    ("/__test__/reset", {"prompt_inspector": True}),
+    ("/__test__/reset", {"native_library": True}),
+    ("/__test__/reset", {"native_library": True, "extra_prompts": 125}),
+    ("/__test__/reset", {"native_library": True, "extra_variants": 41}),
+    ("/__test__/reset", {"workspace_visual": True}),
+    ("/__test__/reset", {"full_inspector": True}),
+    (
+        "/__test__/reset",
+        {"full_inspector": True, "include_video": True, "extra_images": 2},
+    ),
+    ("/__test__/reset", {"chronological_history": True}),
+    ("/__test__/reset", {"chronological_history": True, "history_runs": 85}),
+    ("/__test__/concept/reset", {}),
+    ("/__test__/concept/reset", {"extra_images": 100}),
+    ("/__test__/concept/reset", {"seedless_images": 2, "short_seedless": True}),
+    ("/__test__/concept/reset", {"now": 1_780_000_000}),
+]
+# Writes by other fixtures and the API between resets; the resets must keep or
+# replace them exactly as before.
+DIRTY = [
+    ("/__test__/tagging/reset", {}),
+    ("/__test__/system/reset", None),
+    (
+        "/__test__/saved-views/raw",
+        {"page": "images", "name": "dirty", "state": "{}"},
+    ),
+]
+
+
+class Server:
+    def __init__(self, on_live: bool) -> None:
+        self.tmp = tempfile.TemporaryDirectory(prefix="pm-equivalence-")
+        env = {**os.environ, "TMPDIR": self.tmp.name}
+        env.update(TEMP=self.tmp.name, TMP=self.tmp.name)
+        env.pop("PM_TEST_SEED_ON_LIVE", None)
+        if on_live:
+            env["PM_TEST_SEED_ON_LIVE"] = "1"
+        self.process = subprocess.Popen(
+            [
+                sys.executable,
+                "-m",
+                "tests.browser.server",
+                "--port",
+                "0",
+                "--exit-on-stdin-eof",
+            ],
+            cwd=REPO_ROOT,
+            env=env,
+            stdin=subprocess.PIPE,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.DEVNULL,
+        )
+        line = self.process.stdout.readline().decode()
+        if not line.startswith("PM_TEST_SERVER_PORT="):
+            raise RuntimeError(f"no port line: {line!r}")
+        self.base = f"http://127.0.0.1:{int(line.split('=', 1)[1])}"
+        deadline = time.monotonic() + READY_TIMEOUT_S
+        while True:
+            try:
+                self.post_json("GET", "/prompt_manager/test", None)
+                break
+            except OSError:
+                if time.monotonic() > deadline or self.process.poll() is not None:
+                    raise
+                time.sleep(0.1)
+        (self.root,) = Path(self.tmp.name).glob("pm-browser-*")
+
+    def post_json(self, method: str, path: str, data) -> dict:
+        body = None if data is None else json.dumps(data).encode()
+        request = urllib.request.Request(
+            self.base + path,
+            data=body if method == "POST" else None,
+            method=method,
+            headers={"Content-Type": "application/json"} if body else {},
+        )
+        with urllib.request.urlopen(request, timeout=120) as response:  # nosec B310
+            text = response.read().decode()
+        try:
+            return json.loads(text)
+        except ValueError:
+            return {"text": text[:200]}
+
+    def stop(self) -> None:
+        self.process.stdin.close()
+        self.process.wait(timeout=READY_TIMEOUT_S)
+        self.process.stdout.close()
+        self.tmp.cleanup()
+
+
+def read_tables(path: Path) -> dict:
+    conn = sqlite3.connect(path.as_uri() + "?mode=ro", uri=True)
+    try:
+        tables = {}
+        names = [
+            row[0]
+            for row in conn.execute(
+                "SELECT name FROM sqlite_master WHERE type='table' ORDER BY name"
+            )
+        ]
+        for name in names:
+            quoted = '"' + name.replace('"', '""') + '"'
+            columns = [row[1] for row in conn.execute(f"PRAGMA table_info({quoted})")]
+            try:
+                cursor = conn.execute(f"SELECT rowid, * FROM {quoted} ORDER BY rowid")
+                columns = ["rowid", *columns]
+            except sqlite3.OperationalError:
+                cursor = conn.execute(f"SELECT * FROM {quoted} ORDER BY 1")
+            rows = [
+                [value.hex() if isinstance(value, bytes) else value for value in row]
+                for row in cursor
+            ]
+            tables[name] = {"columns": columns, "rows": rows}
+        return tables
+    finally:
+        conn.close()
+
+
+def read_files(root: Path) -> dict:
+    files = {}
+    for top in ("output", "input"):
+        for path in sorted((root / top).rglob("*")):
+            if path.is_file():
+                stat = path.stat()
+                files[path.relative_to(root).as_posix()] = [
+                    stat.st_size,
+                    hashlib.sha256(path.read_bytes()).hexdigest(),
+                    stat.st_mtime_ns,
+                ]
+    return files
+
+
+def flatten(value, prefix="") -> dict:
+    if isinstance(value, dict):
+        out = {}
+        for key, item in value.items():
+            out.update(flatten(item, f"{prefix}/{key}"))
+        return out
+    if isinstance(value, list):
+        out = {f"{prefix}#len": len(value)}
+        for index, item in enumerate(value):
+            out.update(flatten(item, f"{prefix}[{index}]"))
+        return out
+    return {prefix: value}
+
+
+def snapshot(server: Server, response: dict) -> dict:
+    flat = {}
+    for table, data in read_tables(server.root / "browser.db").items():
+        flat[f"table {table}#rows"] = len(data["rows"])
+        for index, row in enumerate(data["rows"]):
+            for column, value in zip(data["columns"], row):
+                flat[f"table {table}[{index}].{column}"] = value
+    for name, (size, digest, mtime) in read_files(server.root).items():
+        flat[f"file {name}"] = [size, digest]
+        flat[f"file {name}#mtime"] = mtime
+    flat["files#count"] = sum(
+        1 for key in flat if key.startswith("file ") and "#" not in key
+    )
+    for key, value in flatten(response).items():
+        flat[f"response{key}"] = value
+    # Each server has its own temp root and a random storage epoch; name them
+    # instead of masking every column that carries them.
+    epoch = flat.get("table execution_history_metadata[0].storage_epoch")
+    names = [(str(server.root), "<root>")]
+    if isinstance(epoch, str) and epoch:
+        names.append((epoch, "<epoch>"))
+    for key, value in flat.items():
+        if isinstance(value, str):
+            for text, name in names:
+                value = value.replace(text, name)
+            flat[key] = value
+    return flat
+
+
+def run(on_live: bool) -> list[dict]:
+    server = Server(on_live)
+    try:
+        states = []
+        for index, (path, data) in enumerate(RESETS * 2):
+            dirty_path, dirty_data = DIRTY[index % len(DIRTY)]
+            server.post_json("POST", dirty_path, dirty_data)
+            started = time.monotonic()
+            response = server.post_json("POST", path, data)
+            elapsed = time.monotonic() - started
+            print(f"  {'old' if on_live else 'new'} {path} {data}: {elapsed:.2f}s")
+            states.append(snapshot(server, response))
+        return states
+    finally:
+        server.stop()
+
+
+def column_key(key: str) -> str:
+    """``table t[3].created_at`` -> ``table t.created_at`` (mask whole columns)."""
+    if key.startswith("table ") and "[" in key:
+        head, _, tail = key.partition("[")
+        return head + tail.partition("]")[2]
+    return key
+
+
+def main() -> int:
+    old_a, old_b, new = run(True), run(True), run(False)
+    failures = 0
+    masked_all = set()
+    for step, (path, data) in enumerate(RESETS * 2):
+        a, b, n = old_a[step], old_b[step], new[step]
+        masked = {
+            column_key(key)
+            for key in set(a) | set(b)
+            if a.get(key, CLOCK) != b.get(key, CLOCK)
+        }
+        masked_all |= masked
+        keys = set(a) | set(n)
+        diffs = [
+            key
+            for key in sorted(keys)
+            if column_key(key) not in masked
+            and a.get(key, "<missing>") != n.get(key, "<missing>")
+        ]
+        tables = len(
+            {k.split("[")[0].split("#")[0] for k in a if k.startswith("table ")}
+        )
+        status = "EQUAL" if not diffs else f"DIFFERENT ({len(diffs)} values)"
+        print(
+            f"{status}: {path} {json.dumps(data)}: {tables} tables, "
+            f"{a['files#count']} files, {len(keys)} values, "
+            f"{len(masked)} masked columns"
+        )
+        for key in diffs[:20]:
+            old, now = a.get(key, "<missing>"), n.get(key, "<missing>")
+            print(f"    {key}: old {old!r} new {now!r}")
+        failures += bool(diffs)
+    print("masked (differ between the two old runs):")
+    for key in sorted(masked_all):
+        print(f"    {key}")
+    return 1 if failures else 0
+
+
+if __name__ == "__main__":
+    sys.exit(main())

tests/browser/server.py

@@ -19,8 +19,10 @@ from aiohttp.web_runner import GracefulExit
 from PIL import Image
 from PIL.PngImagePlugin import PngInfo
 
+from tests.browser.folder_trash import close_trash, replace_folder
 from tests.browser.request_hold import register_request_holds
 from tests.browser import slow_reset_watch
+from tests.browser.fast_reset import SEED_ON_LIVE_ENV, ScratchSeeder
 from tests.browser.workspace_activity_fixture import register_activity_commands
 from tests.browser.workspace_system_fixture import register_system_commands
 from tests.browser.workspace_integrations_fixture import (
@@ -45,6 +47,10 @@ from tests.browser.workspace_library_editor_fixture import (
 from tests.browser.workspace_vocabulary_fixture import register_vocabulary_commands
 from tests.browser.workspace_tagging_fixture import register_tagging_commands
 from tests.browser.workspace_review_fixture import register_review_commands
+from tests.browser.workspace_diagnostics_fixture import (
+    register_diagnostics_commands,
+    repoint_logs,
+)
 
 CANONICAL_ROOT = Path(__file__).resolve().parents[2]
 CANONICAL_ASSETS = {
@@ -72,6 +78,8 @@ class TestModel:
     # Scored names the concept comparisons answer instead of the fixed list
     # (``/__test__/tagging/suggestions``); None keeps the fixed list.
     suggestions: list | None = None
+    # The engine's model table (``py/autotag.py`` MODELS), set at startup.
+    models_config: dict = {}
 
     def get_models_status(self) -> dict:
         return {
@@ -79,7 +87,7 @@ class TestModel:
                 "downloaded": name not in self.unavailable,
                 "loaded": self.loaded == name,
             }
-            for name in ("gguf", "hf", "wd14-vit", "wd14-convnext", "wd14-swinv2")
+            for name in self.models_config
         }
 
     def is_model_loaded(self) -> bool:
@@ -166,7 +174,20 @@ def register_reveal_stub(routes, api, root: Path):
     return types.SimpleNamespace(reset=reset)
 
 
+def isolate_lora_manager_settings(root: Path) -> Path:
+    """LoraManager's settings lookup reads an empty folder under ``root`` (#355).
+
+    The server's temporary root is removed when it exits, and with it this
+    folder: no page test reads the developer's real LoraManager settings.
+    """
+    folder = root / "lora-manager-settings"
+    folder.mkdir(exist_ok=True)
+    os.environ["LORA_MANAGER_SETTINGS_DIR"] = str(folder)
+    return folder
+
+
 def create_app(root: Path) -> web.Application:
+    isolate_lora_manager_settings(root)
     os.environ["PROMPT_MANAGER_CONFIG_PATH"] = str(root / "config.json")
     os.chdir(root)
     app = web.Application()
@@ -184,6 +205,8 @@ def create_app(root: Path) -> web.Application:
         directory.mkdir()
         setattr(folder_paths, f"get_{name}_directory", lambda path=directory: str(path))
     sys.modules["folder_paths"] = folder_paths
+    # S12: the logger writes into this server's root before any record is written.
+    repoint_logs(root)
 
     from py.config import GalleryConfig, PromptManagerConfig
 
@@ -194,6 +217,7 @@ def create_app(root: Path) -> web.Application:
     from py import autotag
     from utils.hashing import generate_prompt_hash
 
+    TestModel.models_config = autotag.MODELS
     model = TestModel()
     autotag.get_autotag_service = lambda: model
     api = PromptManagerAPI()
@@ -207,8 +231,13 @@ def create_app(root: Path) -> web.Application:
     register_activity_commands(app, routes, api)
     register_system_commands(app, routes, api, root)
     register_integrations_commands(app, routes, api, root)
+    reset_logs = register_diagnostics_commands(app, routes, api, root)
     request_holds = register_request_holds(app, routes)
     slow_reset_watch.install(app, api)
+    # Resets seed a scratch copy and publish it in one commit (#384).
+    seeder = ScratchSeeder(
+        api, root / "reset-scratch", on_live=os.environ.get(SEED_ON_LIVE_ENV) == "1"
+    )
 
     async def canonical_asset(request: web.Request) -> web.Response:
         filename, content_type = CANONICAL_ASSETS[request.path]
@@ -222,6 +251,7 @@ def create_app(root: Path) -> web.Application:
         routes.get(path)(canonical_asset)
 
     def seed(
+        target,
         extra_images: int = 0,
         include_video: bool = False,
         prompt_inspector: bool = False,
@@ -229,7 +259,7 @@ def create_app(root: Path) -> web.Application:
         extra_prompts: int = 0,
         extra_variants: int = 0,
     ) -> None:
-        with api.db.model.get_connection() as conn:
+        with target.db.model.get_connection() as conn:
             for table in (
                 "saved_views",
                 "image_favorites",
@@ -248,8 +278,7 @@ def create_app(root: Path) -> web.Application:
             ):
                 conn.execute(f"DELETE FROM {table}")
         for name in ("output", "input"):
-            shutil.rmtree(root / name)
-            (root / name).mkdir()
+            replace_folder(root / name)
         for index, (directory, text, tag) in enumerate(
             [
                 ("output", "Cat portrait", "cats"),
@@ -292,28 +321,30 @@ def create_app(root: Path) -> web.Application:
                     image.save(image_path, pnginfo=info)
             stamp = time.time() - index * 10
             os.utime(image_path, (stamp, stamp))
-            pid = api.db.save_prompt(
+            pid = target.db.save_prompt(
                 text, tags=[tag], prompt_hash=generate_prompt_hash(text)
             )
-            api.db.link_image_to_prompt(pid, str(image_path))
+            target.db.link_image_to_prompt(pid, str(image_path))
             if index == 0:
                 video_prompt_id = pid
                 for number in range(extra_images):
                     extra = root / directory / "bulk" / f"{number:04}.png"
                     extra.parent.mkdir(exist_ok=True)
                     shutil.copyfile(image_path, extra)
-                    api.db.link_image_to_prompt(pid, str(extra))
+                    target.db.link_image_to_prompt(pid, str(extra))
         if native_library:
-            positive = api.db.get_prompt_by_hash(generate_prompt_hash("Cat portrait"))
+            positive = target.db.get_prompt_by_hash(
+                generate_prompt_hash("Cat portrait")
+            )
             positive_id = positive["id"]
-            api.db.update_prompt_metadata(
+            target.db.update_prompt_metadata(
                 positive_id, category="Animals", tags=["cats", "studio"]
             )
             variants = []
             for index, negative in enumerate(
                 ["blurry, watermark", "low quality", "low contrast", ""]
             ):
-                pair_id = api.db.save_prompt_pair(
+                pair_id = target.db.save_prompt_pair(
                     "Cat portrait",
                     negative,
                     title=f"Portrait variant {index + 1}",
@@ -321,28 +352,30 @@ def create_app(root: Path) -> web.Application:
                     tags=["studio"] if index == 0 else ["outdoors"],
                 )
                 variants.append(pair_id)
-            with api.db.model.get_connection() as conn:
+            with target.db.model.get_connection() as conn:
                 images = conn.execute(
                     "SELECT id FROM generated_images WHERE prompt_id=? ORDER BY id",
                     (positive_id,),
                 ).fetchall()
             for index, image in enumerate(images[:2]):
-                api.db.link_image_to_pair(
+                target.db.link_image_to_pair(
                     variants[index], image["id"], {"source": "fixture", "anchor": index}
                 )
-            api.db.link_image_to_pair(
+            target.db.link_image_to_pair(
                 variants[0], images[0]["id"], {"source": "fixture second evidence"}
             )
-            api.db.record_prompt_pair_use(variants[0], times=3)
+            target.db.record_prompt_pair_use(variants[0], times=3)
             for number in range(extra_variants):
-                api.db.save_prompt_pair("Cat portrait", f"Negative extra {number:04}")
+                target.db.save_prompt_pair(
+                    "Cat portrait", f"Negative extra {number:04}"
+                )
             legacy = root / "output" / "legacy-unassigned.png"
             shutil.copyfile(root / "output" / "shared" / "same.png", legacy)
-            api.db.link_image_to_prompt(positive_id, str(legacy))
-            api.db.save_prompt("Dog landscape", category="Animals", tags=["dogs"])
-            api.db.save_prompt_pair("Dual role portrait", "Cat portrait")
+            target.db.link_image_to_prompt(positive_id, str(legacy))
+            target.db.save_prompt("Dog landscape", category="Animals", tags=["dogs"])
+            target.db.save_prompt_pair("Dual role portrait", "Cat portrait")
             for number in range(extra_prompts):
-                api.db.save_prompt(
+                target.db.save_prompt(
                     f"Library extra {number:04}", category="Bulk", tags=["bulk"]
                 )
         if prompt_inspector:
@@ -363,8 +396,8 @@ def create_app(root: Path) -> web.Application:
         from py.api.thumbnail_settings import ThumbnailSettings
 
         # 150 px previews in the default format (#317 thumbnail settings).
-        api._generate_gallery_thumbnails_sync(
-            api._get_all_output_dirs(), ThumbnailSettings("webp", 80, 150)
+        target._generate_gallery_thumbnails_sync(
+            target._get_all_output_dirs(), ThumbnailSettings("webp", 80, 150)
         )
         if include_video:
             # Seed after thumbnail generation to exercise a real unthumbnailed video.
@@ -372,8 +405,8 @@ def create_app(root: Path) -> web.Application:
             shutil.copyfile(
                 Path(__file__).resolve().parents[1] / "fixtures" / "tiny.webm", video
             )
-            api.db.link_image_to_prompt(video_prompt_id, str(video))
-        api.invalidate_gallery_cache()
+            target.db.link_image_to_prompt(video_prompt_id, str(video))
+        target.invalidate_gallery_cache()
 
     history_fixture = None
 
@@ -399,6 +432,7 @@ def create_app(root: Path) -> web.Application:
         # No preview queued by the last test may land in the new fixture.
         await api._run_in_executor(api.close_auto_thumbnails)
         library_editor_commands.reset()
+        await api._run_in_executor(reset_logs)
         data = await request.json() if request.can_read_body else {}
         if not isinstance(data, dict):
             raise web.HTTPBadRequest()
@@ -418,7 +452,10 @@ def create_app(root: Path) -> web.Application:
             raise web.HTTPBadRequest()
         if chronological_history:
             manifest = await api._run_in_executor(
-                lambda: seed_workspace_history(api, root, history_runs=history_runs)
+                seeder.run,
+                lambda target: seed_workspace_history(
+                    target, root, history_runs=history_runs
+                ),
             )
             history_fixture = manifest
             return web.json_response({"success": True, **manifest})
@@ -476,25 +513,31 @@ def create_app(root: Path) -> web.Application:
             raise web.HTTPBadRequest()
         if workspace_visual:
             history_fixture = None
-            await api._run_in_executor(seed_workspace_visual, api, root)
+            await api._run_in_executor(
+                seeder.run, lambda target: seed_workspace_visual(target, root)
+            )
             return web.json_response({"success": True})
         if full_inspector:
             history_fixture = None
             await api._run_in_executor(
-                lambda: seed_workspace_inspector(
-                    api, root, extra_images=extra, include_video=include_video
-                )
+                seeder.run,
+                lambda target: seed_workspace_inspector(
+                    target, root, extra_images=extra, include_video=include_video
+                ),
             )
             return web.json_response({"success": True})
         history_fixture = None
         await api._run_in_executor(
-            seed,
-            extra,
-            include_video,
-            prompt_inspector,
-            native_library,
-            extra_prompts,
-            extra_variants,
+            seeder.run,
+            lambda target: seed(
+                target,
+                extra,
+                include_video,
+                prompt_inspector,
+                native_library,
+                extra_prompts,
+                extra_variants,
+            ),
         )
         return web.json_response({"success": True})
 
@@ -534,14 +577,15 @@ def create_app(root: Path) -> web.Application:
         reveal_stub.reset()
         history_fixture = None
         manifest = await api._run_in_executor(
-            lambda: seed_workspace_concept(
-                api,
+            seeder.run,
+            lambda target: seed_workspace_concept(
+                target,
                 root,
                 extra_images=data.get("extra_images", 0),
                 seedless_images=data.get("seedless_images", 0),
                 short_seedless=data.get("short_seedless", False),
                 now=data.get("now"),
-            )
+            ),
         )
         return web.json_response({"success": True, **manifest})
 
@@ -609,9 +653,12 @@ def create_app(root: Path) -> web.Application:
     async def cleanup(application: web.Application) -> None:
         # A scan of an ambiguous fixture file captures it for Needs review.
         api.close_annotation_captures()
+        seeder.close()
         api.db.close_all()
+        # Old media folders still waiting for deletion go before the temp root.
+        close_trash(root)
 
-    seed()
+    seed(api)
     # Open Needs review change streams end first, as on the real host.
     app.on_shutdown.append(api.close_review_events)
     app.on_cleanup.append(cleanup)

tests/browser/system-diagnostics-concept.spec.mjs

@@ -0,0 +1,396 @@
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+import { SIZES, THEMES, seedConcept, openConcept, openProduction, diffInventory, mutate, measureReview, mapPlanConcept }
+    from './concept-inventory.mjs';
+
+// #249 System S12 Task 7 (#329): System › Diagnostics & logs (app.js renderSystem 694–695) and its log cleanup review
+// (the concept's `maintenancePlan("rotated logs")`, 953–958) against the immutable concept, on the concept-shaped
+// fixture with the logger writing into this server's own root and seeded with the concept's sample (four lines, a
+// 1.4 MB active log, three rotated copies, console logging off). Each concept measurement is mapped only by the recorded
+// deviations (D109, D110, and D100 for the review), each commented where it applies; after that the difference must be
+// empty, and a removed term, a renamed button, a reordered option, a primary Refresh, a squeezed select or a swapped
+// token must be noticed.
+test.use({ locale: 'en-US', timezoneId: 'UTC' });
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    await seedConcept(request);
+    await expect(await request.post('/__test__/system/reset')).toBeOK();
+    await expect(await request.post('/__test__/jobs/restart')).toBeOK();
+    await expect(await request.post('/__test__/logs/reset')).toBeOK();
+    await expect(await request.post('/__test__/logs/seed', { data: { mode: 'concept' } })).toBeOK();
+    page.conceptErrors = [];
+    page.on('pageerror', error => page.conceptErrors.push(error.message));
+});
+
+test.afterEach(async ({ page, request, browserName }) => {
+    await saveCoverage(page, browserName);
+    await request.post('/__test__/jobs/restart');
+    await request.post('/__test__/logs/reset');
+    await request.post('/__test__/system/reset');
+    expect(page.conceptErrors).toEqual([]);
+});
+
+const REPORT_URL = '/prompt_manager/system/diagnostics';
+const PREVIEW_URL = '/prompt_manager/maintenance/preview';
+const LINE_FORMAT = /^\d\d:\d\d:\d\d [A-Z]+ +\S/;
+
+/** Runs in the page: Diagnostics & logs under `mainSelector`: every surface's text, controls, geometry and tokens. */
+function measureDiagnostics([mainSelector, lineFormat]) {
+    const format = new RegExp(lineFormat);
+    const layout = document.querySelector(`${mainSelector} .settings-layout`);
+    const css = (node, ...keys) => node ? Object.fromEntries(keys.map(key => [key, getComputedStyle(node)[key]])) : null;
+    const tokens = (node, ...names) => Object.fromEntries(names.map(key => [key, getComputedStyle(node).getPropertyValue(key).trim()]));
+    const name = node => [node.localName, ...[...node.classList].sort()].join('.');
+    const text = node => node?.textContent.trim() ?? null;
+    const button = node => ({ text: text(node), className: node.className });
+    const control = row => {
+        const select = row.querySelector(':scope > select');
+        if (select) return { kind: 'select', id: select.id, options: [...select.options].map(option => option.textContent),
+            selected: select.selectedOptions[0]?.textContent ?? null, disabled: select.disabled };
+        const toggle = row.querySelector(':scope > * input[type="checkbox"]');
+        return toggle ? { kind: 'switch', id: toggle.id, wrapper: name(toggle.parentElement), checked: toggle.checked,
+            disabled: toggle.disabled } : null;
+    };
+    const operations = parent => [...parent.querySelectorAll(':scope > .operation')].map(row => ({ tree: [...row.children].map(name),
+        title: text(row.querySelector('h3')), description: text(row.querySelector('p')),
+        actions: [...row.querySelectorAll('.row-actions > button')].map(button) }));
+    const toolbarItem = node => ({ name: name(node), text: node.localName === 'select' || node.localName === 'input' ? null : text(node),
+        for: node.localName === 'label' ? node.htmlFor : null, id: node.id || null,
+        options: node.localName === 'select' ? [...node.options].map(option => option.textContent) : null,
+        // The chosen option, so a wrong default level is noticed.
+        selected: node.localName === 'select' ? node.selectedOptions[0]?.textContent ?? null : null,
+        input: node.localName === 'input' ? [node.type, node.min, node.max, node.value] : null,
+        className: node.localName === 'button' ? node.className : null });
+    const surfaces = [...layout.querySelectorAll(':scope > section.surface')];
+    const pre = layout.querySelector('pre');
+    const lines = (pre?.textContent ?? '').split('\n').filter(Boolean);
+    const details = layout.querySelector('details');
+    const firstRow = layout.querySelector('.setting-row');
+    const toolbar = layout.querySelector('.toolbar');
+    return {
+        layout: [...layout.children].map(name),
+        surfaces: surfaces.map(surface => {
+            const heading = surface.querySelector(':scope > .panel-heading');
+            const grid = surface.querySelector(':scope > .meta-grid');
+            return {
+                tree: [...surface.children].map(name),
+                heading: text(surface.querySelector(':scope > h2, :scope > .panel-heading > h2')),
+                panelHeading: heading && [...heading.children].map(node => [name(node), text(node)]),
+                grid: grid && [...grid.children].map(entry => [name(entry), text(entry.querySelector('dt')), text(entry.querySelector('dd'))]),
+                buttons: [...surface.querySelectorAll(':scope > button')].map(button),
+                toolbar: surface.querySelector(':scope > .toolbar') && [...surface.querySelector(':scope > .toolbar').children].map(toolbarItem),
+                pre: surface.querySelector(':scope > pre') && { tabIndex: pre.tabIndex, tree: [...pre.children].map(name), lines,
+                    format: lines.every(line => format.test(line)) },
+                notes: [...surface.querySelectorAll(':scope > p')].map(node => [name(node), text(node), node.getAttribute('role'),
+                    node.getAttribute('aria-label')]),
+                rows: [...surface.querySelectorAll(':scope > .setting-row')].map(row => ({ tree: [...row.children].map(name),
+                    text: [...row.firstElementChild.children].map(node => [name(node), text(node), node.localName === 'label' ? node.htmlFor : null]),
+                    control: control(row) })),
+                details: surface.querySelector(':scope > details') && {
+                    summary: text(details.querySelector(':scope > summary')), tree: [...details.children].map(name),
+                    notes: [...details.querySelectorAll(':scope > p')].map(node => [name(node), text(node)]),
+                    buttons: [...details.querySelectorAll(':scope > button')].map(button),
+                    files: [...details.querySelectorAll(':scope > .operation-list > .operation')].map(row => ({
+                        title: text(row.querySelector('h3')), detail: text(row.querySelector('p')), actions: [...row.querySelectorAll('.row-actions > button')].map(item =>
+                            [text(item), item.getAttribute('aria-label')]) })),
+                    operations: operations(details) },
+                operations: operations(surface),
+            };
+        }),
+        tokens: tokens(surfaces[0], '--line', '--panel', '--accent'),
+        surface: css(surfaces[1], 'paddingTop', 'paddingLeft', 'backgroundColor', 'borderTopWidth', 'borderTopColor', 'borderTopLeftRadius',
+            'marginTop'),
+        grid: css(layout.querySelector('.meta-grid'), 'display', 'gridTemplateColumns', 'columnGap', 'rowGap'),
+        toolbar: css(toolbar, 'display', 'flexWrap', 'alignItems', 'columnGap', 'rowGap', 'marginBottom'),
+        pre: css(pre, 'fontFamily', 'fontSize', 'backgroundColor', 'borderTopColor', 'borderTopLeftRadius', 'paddingTop', 'overflowX'),
+        row: css(firstRow, 'display', 'alignItems', 'justifyContent', 'columnGap', 'paddingTop', 'paddingBottom', 'borderTopWidth',
+            'borderTopColor'),
+        label: css(firstRow.querySelector('label'), 'fontSize', 'fontWeight', 'color'),
+        description: css(firstRow.querySelector('p'), 'fontSize', 'color', 'marginTop'),
+        select: css(firstRow.querySelector('select'), 'fontSize', 'minWidth', 'maxWidth', 'backgroundColor', 'color', 'borderTopColor'),
+        summary: css(details.querySelector('summary'), 'fontSize', 'fontWeight', 'color', 'cursor'),
+        small: css(details.querySelector(':scope > p.small'), 'fontSize', 'color'),
+        // Whether each select is as wide as the browser lays out a copy holding only its chosen option, i.e. it shows
+        // that option whole (the browser's own select sizing, arrow included).
+        selectsFit: [...layout.querySelectorAll('select')].map(select => {
+            const copy = select.cloneNode(false);
+            copy.removeAttribute('id');
+            copy.append(new Option(select.selectedOptions[0]?.textContent ?? ''));
+            Object.assign(copy.style, { position: 'absolute', visibility: 'hidden', width: 'max-content', minWidth: '0',
+                maxWidth: 'none', flex: 'none' });
+            select.parentElement.append(copy);
+            const needed = copy.getBoundingClientRect().width;
+            copy.remove();
+            return select.getBoundingClientRect().width + 0.5 >= needed;
+        }),
+        pageScroll: document.documentElement.scrollWidth > document.documentElement.clientWidth,
+    };
+}
+
+const plural = (count, one, many = `${one}s`) => `${count.toLocaleString('en-US')} ${count === 1 ? one : many}`;
+/** The server's size label (1 KB = 1024 bytes), as the section prints it. */
+function sizeText(bytes) {
+    if (bytes < 1024) return plural(bytes, 'byte');
+    if (bytes < 2 ** 20) return `${(bytes / 2 ** 10).toFixed(1)} KB`;
+    if (bytes < 2 ** 30) return `${(bytes / 2 ** 20).toFixed(1)} MB`;
+    return `${(bytes / 2 ** 30).toFixed(1)} GB`;
+}
+
+const KINDS = Object.freeze({ active: 'Active log', rotated: 'Rotated copy', other: 'Other file' });
+const RENDERER_NONE = 'No ComfyUI window is open in this browser, so its renderer is not known.';
+const COPY = Object.freeze({
+    testLink: 'Write a placeholder image record to check that linking works.',
+    runtimeLevel: 'How much the server writes to the log. Applied until the server restarts.',
+    console: 'Print Prompt Manager’s warnings and errors in the ComfyUI console (everything at DEBUG). Applied until the server restarts.',
+    clear: 'Empty the active log and delete its rotated copies.',
+    retention: 'Rotates at 10 MB · keeps 5 rotated copies · file logging on · memory buffer 1,000 entries',
+});
+
+/**
+ * The concept's Diagnostics & logs with the recorded deviations applied, for the server's `report` and the seeded
+ * `files` (`/logs/files`). The concept's own sample values the fixture reproduces stay as they are: the four log lines,
+ * the Viewer.js line, "prompt_manager.log · 1.4 MB · rotated copies: 3", INFO and console logging off.
+ */
+function mapDiagnosticsConcept(reference, { report, files, stats }) {
+    const [diagnostics, logs] = reference.surfaces;
+    const [levelLabel, level, refresh, download] = logs.toolbar;
+    const [runtime, consoleRow] = logs.rows;
+    const database = report.checks.database;
+    const { configured, watching, unavailable } = report.sources;
+    const sources = configured === 0 ? `ComfyUI output folder · ${watching ? 'watching' : 'manual scan'}`
+        : unavailable > 0 ? `${plural(configured, 'source')} · ${unavailable} not available`
+            : `${plural(configured, 'source')} · ${watching} watching`;
+    const errors = (stats.level_counts.ERROR ?? 0) + (stats.level_counts.CRITICAL ?? 0);
+    return {
+        ...reference,
+        surfaces: [
+            { ...diagnostics,
+                // D110: the Test image link operation follows the concept's Image-link diagnostics.
+                tree: [...diagnostics.tree, 'div.operation'],
+                // D110: live values. Database and Sources from `GET /system/diagnostics`, Host renderers is D106's
+                // renderer line (no ComfyUI window in this browser); the pinned Viewer.js line is the concept's own.
+                grid: diagnostics.grid.map(([entry, term, value]) => [entry, term, {
+                    Database: `Readable · ${sizeText(report.database_info.database_size_bytes)} · ${plural(database.image_count, 'image')}`,
+                    Sources: sources,
+                    'Host renderers': RENDERER_NONE }[term] ?? value]),
+                // D110: the buttons drop the concept's "sample".
+                buttons: diagnostics.buttons.map(item => ({ ...item, text: item.text.replace('Download sample diagnostic report',
+                    'Download diagnostic report') })),
+                operations: [
+                    // D110: "Inspect" opens the read-only Inspect a file page.
+                    ...diagnostics.operations.map(row => ({ ...row, actions: row.actions.map(item => ({ ...item, text: 'Inspect' })) })),
+                    // D110: the legacy synthetic link (S12-11), enabled: the fixture has a most recent prompt.
+                    { ...diagnostics.operations[0], title: 'Test image link', description: COPY.testLink,
+                        actions: [{ ...diagnostics.operations[0].actions[0], text: 'Create test link…' }] },
+                ] },
+            { ...logs,
+                // D109: the statistics line follows the viewer.
+                tree: [logs.tree[0], logs.tree[1], logs.tree[2], 'p.small', ...logs.tree.slice(3)],
+                toolbar: [
+                    levelLabel,
+                    // D109: all six minimum levels (the concept has three).
+                    { ...level, options: ['All levels', 'DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'] },
+                    // D109: the added Lines control, 1–500, default 100.
+                    { name: 'label.small', text: 'Lines', for: 'log-limit', id: null, options: null, selected: null, input: null,
+                        className: null },
+                    { name: 'input', text: null, for: null, id: 'log-limit', options: null, selected: null,
+                        input: ['number', '1', '500', '100'], className: null },
+                    refresh,
+                    // D109: the active log, not a sample.
+                    { ...download, text: 'Download log' },
+                ],
+                // D109: "Log statistics" (errors are ERROR + CRITICAL).
+                notes: [['p.small', `${plural(stats.buffer_count, 'entry', 'entries')} in memory · ${plural(errors, 'error')} · `
+                    + `${plural(stats.level_counts.WARNING ?? 0, 'warning')} · ${plural(stats.log_files_count, 'file')} · `
+                    + `${sizeText(stats.total_log_size)} on disk`, 'status', 'Log statistics']],
+                rows: [
+                    // D109: CRITICAL after the concept's levels; the value lasts until the server restarts.
+                    { ...runtime, text: [runtime.text[0], ['p', COPY.runtimeLevel, null]],
+                        control: { ...runtime.control, options: [...runtime.control.options, 'CRITICAL'] } },
+                    // D109: what the console setting does and that it lasts until the server restarts (off, as the
+                    // concept's sample, by the fixture's seed).
+                    { ...consoleRow, text: [consoleRow.text[0], ['p', COPY.console, null]] },
+                ],
+                details: { ...logs.details,
+                    // D109: the retention line, the files and Clear all logs follow the concept's line and review.
+                    tree: [...logs.details.tree, 'p.small', 'div.operation-list', 'div.operation'],
+                    notes: [...logs.details.notes, ['p.small', COPY.retention]],
+                    files: files.map(row => ({ title: row.filename, detail: `${sizeText(row.size)} · ${row.modified.slice(0, 16)
+                        .replace('T', ' ')} · ${KINDS[row.kind]}`, actions: [['Download', `Download ${row.filename}`]] })),
+                    operations: [{ tree: ['div', 'div.row-actions'], title: 'Clear all logs', description: COPY.clear,
+                        actions: [{ text: 'Clear all logs…', className: 'danger' }] }] } },
+        ],
+    };
+}
+
+async function conceptDiagnostics(page, theme) {
+    await openConcept(page, 'system', theme);
+    await page.locator('#main .section-nav').getByRole('button', { name: 'Diagnostics & logs', exact: true }).click();
+    await expect(page.locator('#main .settings-layout > section.surface')).toHaveCount(2);
+    await page.mouse.move(0, 0);
+    return page.evaluate(measureDiagnostics, ['#main', LINE_FORMAT.source]);
+}
+
+/** Production's section once every read answered, with the server's report, files and statistics it shows. */
+async function productionDiagnostics(page, request, theme) {
+    await openProduction(page, 'system/diagnostics', theme);
+    const main = page.locator('#workspace-main');
+    await expect(main.locator('.settings-layout > section.surface')).toHaveCount(2);
+    await expect(main.locator('.meta-grid dd')).not.toContainText(['Loading…']);
+    await expect(main.locator('.meta-grid dd').last()).toHaveText(RENDERER_NONE);
+    await expect(main.locator('#log-lines')).not.toHaveText('Loading…');
+    await expect(main.locator('#log-stats')).not.toHaveText('Loading…');
+    await expect(main.locator('details > p.small')).not.toContainText(['Loading…']);
+    await expect(main.locator('#runtime-level')).toBeEnabled();
+    await expect(main.locator('.operation').filter({ hasText: 'Create test link…' }).locator('button')).not.toHaveAttribute('aria-disabled', 'true');
+    await page.mouse.move(0, 0);
+    const production = await page.evaluate(measureDiagnostics, ['#workspace-main', LINE_FORMAT.source]);
+    const read = async url => (await request.get(url)).json();
+    const report = await read(REPORT_URL);
+    const { files } = await read('/prompt_manager/logs/files');
+    const { stats } = await read('/prompt_manager/logs/stats');
+    return { production, report, files, stats };
+}
+
+for (const theme of THEMES) for (const [width, height] of SIZES) {
+    test(`diagnostics and logs match the concept ${theme} ${width}x${height}`, async ({ page, request }, testInfo) => {
+        await page.setViewportSize({ width, height });
+        const concept = await conceptDiagnostics(page, theme);
+        await page.screenshot({ path: testInfo.outputPath(`concept-diagnostics-${theme}-${width}.png`), fullPage: true });
+        const { production, ...live } = await productionDiagnostics(page, request, theme);
+        await page.screenshot({ path: testInfo.outputPath(`production-diagnostics-${theme}-${width}.png`), fullPage: true });
+        expect(diffInventory(mapDiagnosticsConcept(concept, live), production)).toEqual([]);
+        expect(production.surfaces[1].pre.format).toBe(true);
+        expect(production.pageScroll).toBe(false);
+    });
+}
+
+// Below the concept's smallest size: on a 320px phone the Level and Runtime log level selects still show their whole
+// option, without page scroll.
+for (const theme of THEMES) test(`diagnostics selects fit at 320 wide ${theme}`, async ({ page, request }) => {
+    await page.setViewportSize({ width: 320, height: 700 });
+    const { production } = await productionDiagnostics(page, request, theme);
+    expect(production.selectsFit).toEqual([true, true]);
+    expect(production.pageScroll).toBe(false);
+});
+
+/**
+ * D100 with D109's rule for this plan: the server's `rotated_logs` plan in the concept's dialog, "Rotated log copies"
+ * as its `h3`, the plan's grid values (its Backup row says none is needed), "Listed files (N)", the hold line, no D55
+ * backup box (nothing in the library changes) and "Apply reviewed operation".
+ */
+function mapCleanupConcept(reference, plan) {
+    const mapped = mapPlanConcept(reference, 'Rotated log copies', plan);
+    return {
+        ...mapped,
+        // D109: no backup box for a plan that changes no library record.
+        tree: mapped.tree.filter(item => item !== 'div.notice'),
+        grid: { ...mapped.grid, rows: mapped.grid.rows.map(([term, value]) =>
+            [term, term === 'Backup' ? 'Not needed: no library record changes' : value]) },
+        backup: null,
+        // D109: the plan lists files, not records.
+        details: { ...mapped.details, summary: `Listed files (${plan.details.length})` },
+    };
+}
+
+async function conceptCleanup(page, theme) {
+    await conceptDiagnostics(page, theme);
+    await page.locator('#main details > summary').click();
+    await page.locator('#main [data-plan="rotated logs"]').click();
+    await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Review maintenance plan');
+    await page.mouse.move(0, 0);
+    return page.evaluate(measureReview);
+}
+
+async function productionCleanup(page, request, theme) {
+    await productionDiagnostics(page, request, theme);
+    await page.locator('#workspace-main details > summary').click();
+    const answer = page.waitForResponse(response => response.url().endsWith(PREVIEW_URL));
+    await page.locator('#workspace-main').getByRole('button', { name: 'Review log cleanup', exact: true }).click();
+    const plan = await (await answer).json();
+    await expect(page.locator('dialog#modal[open] #modal-body > h3')).toHaveText('Rotated log copies');
+    await page.mouse.move(0, 0);
+    return { plan, production: await page.evaluate(measureReview) };
+}
+
+for (const theme of THEMES) for (const [width, height] of SIZES) {
+    test(`log cleanup review matches the concept ${theme} ${width}x${height}`, async ({ page, request }, testInfo) => {
+        await page.setViewportSize({ width, height });
+        const concept = await conceptCleanup(page, theme);
+        expect(concept.heading.text).toBe('rotated logs');
+        expect(concept.tree).toEqual(['p.demo-note', 'h3', 'dl.meta-grid', 'p.small', 'div.dialog-actions']);
+        await page.screenshot({ path: testInfo.outputPath(`concept-log-cleanup-${theme}-${width}.png`) });
+        const { plan, production } = await productionCleanup(page, request, theme);
+        expect(plan.operation).toBe('rotated_logs');
+        await page.screenshot({ path: testInfo.outputPath(`production-log-cleanup-${theme}-${width}.png`) });
+        expect(diffInventory(mapCleanupConcept(concept, plan), production)).toEqual([]);
+    });
+}
+
+// Every path where production differs from the unmapped concept: D110's live values (Viewer.js is the concept's own),
+// renamed buttons and added operation, and D109's toolbar, statistics line, runtime rows and log files.
+const DEVIATED_PATHS = [
+    'surfaces.0.buttons.0', 'surfaces.0.grid.0', 'surfaces.0.grid.1', 'surfaces.0.grid.3', 'surfaces.0.operations.0',
+    'surfaces.0.operations.1', 'surfaces.0.operations.length', 'surfaces.0.tree.4', 'surfaces.0.tree.length',
+    'surfaces.1.details.files', 'surfaces.1.details.notes', 'surfaces.1.details.operations', 'surfaces.1.details.tree',
+    'surfaces.1.notes.0', 'surfaces.1.notes.length', 'surfaces.1.rows.0', 'surfaces.1.rows.1', 'surfaces.1.toolbar.1',
+    'surfaces.1.toolbar.2', 'surfaces.1.toolbar.3', 'surfaces.1.toolbar.4', 'surfaces.1.toolbar.5', 'surfaces.1.toolbar.length',
+    'surfaces.1.tree.3', 'surfaces.1.tree.5', 'surfaces.1.tree.6', 'surfaces.1.tree.length'].sort();
+
+test('diagnostics comparison detects mutations', async ({ page, request }) => {
+    await page.setViewportSize({ width: 1600, height: 1100 });
+    const concept = await conceptDiagnostics(page, 'dark');
+    const { production, ...live } = await productionDiagnostics(page, request, 'dark');
+    const expected = mapDiagnosticsConcept(concept, live);
+    expect(diffInventory(expected, production)).toEqual([]);
+    // Unmapped, the section differs only where D109 and D110 are recorded.
+    expect(diffInventory(concept, production).map(item => item.path.split('.').slice(0, 4).join('.'))
+        .filter((path, index, all) => all.indexOf(path) === index).sort()).toEqual(DEVIATED_PATHS);
+    const measure = () => page.evaluate(measureDiagnostics, ['#workspace-main', LINE_FORMAT.source]);
+    const paths = async () => diffInventory(expected, await measure()).map(item => item.path);
+    // A removed term.
+    const undoTerm = await mutate(page, { remove: ['#workspace-main .meta-grid > div:nth-child(2)'] });
+    expect(await paths()).toEqual(expect.arrayContaining(['surfaces.0.grid.length']));
+    await undoTerm();
+    // A renamed button.
+    await page.evaluate(() => { document.querySelector('#workspace-main section.surface > button').textContent = 'Download report'; });
+    expect(await paths()).toEqual(['surfaces.0.buttons.0.text']);
+    await page.evaluate(() => { document.querySelector('#workspace-main section.surface > button').textContent = 'Download diagnostic report'; });
+    // A reordered level option.
+    await page.evaluate(() => { const select = document.querySelector('#workspace-main #log-level'); select.append(select.options[1]); });
+    expect(await paths()).toEqual(expect.arrayContaining(['surfaces.1.toolbar.1.options.1']));
+    await page.evaluate(() => { const select = document.querySelector('#workspace-main #log-level'); select.insertBefore(select.options[5], select.options[1]); });
+    // A wrong default level.
+    await page.evaluate(() => { document.querySelector('#workspace-main #log-level').value = 'INFO'; });
+    expect(await paths()).toEqual(['surfaces.1.toolbar.1.selected']);
+    await page.evaluate(() => { document.querySelector('#workspace-main #log-level').value = ''; });
+    // A primary Refresh.
+    await page.evaluate(() => { document.querySelectorAll('#workspace-main .toolbar > button')[0].classList.add('ca-primary'); });
+    expect(await paths()).toEqual(expect.arrayContaining(['surfaces.1.toolbar.4.className']));
+    await page.evaluate(() => { document.querySelectorAll('#workspace-main .toolbar > button')[0].classList.remove('ca-primary'); });
+    // A select squeezed until its chosen option is cut.
+    const undoSqueeze = await mutate(page, { css: '#workspace-main #runtime-level { max-width: 30px !important; min-width: 0 !important; }' });
+    expect(await paths()).toEqual(expect.arrayContaining(['selectsFit.1']));
+    await undoSqueeze();
+    // A swapped token.
+    const undoToken = await mutate(page, { css: '#workspace-main .settings-layout { --line: rgb(255, 0, 0); }' });
+    expect(await paths()).toEqual(expect.arrayContaining(['tokens.--line', 'row.borderTopColor']));
+    await undoToken();
+    expect(diffInventory(expected, await measure())).toEqual([]);
+
+    // The log cleanup review: a changed grid term, a backup box that came back and a grid token are noticed.
+    const conceptReview = await conceptCleanup(page, 'dark');
+    const { plan } = await productionCleanup(page, request, 'dark');
+    const expectedReview = mapCleanupConcept(conceptReview, plan);
+    const reviewPaths = async () => diffInventory(expectedReview, await page.evaluate(measureReview)).map(item => item.path);
+    expect(await reviewPaths()).toEqual([]);
+    await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[2].textContent = 'Safety'; });
+    expect(await reviewPaths()).toEqual(['grid.rows.2.0']);
+    await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[2].textContent = 'Backup'; });
+    const undoGrid = await mutate(page, { css: 'dialog#modal dl.meta-grid { column-gap: 3px; }' });
+    expect(await reviewPaths()).toEqual(expect.arrayContaining(['grid.columnGap']));
+    await undoGrid();
+    expect(await reviewPaths()).toEqual([]);
+});
+

tests/browser/system-integrations-concept.spec.mjs

@@ -270,7 +270,8 @@ function mapImportConcept(reference, plan) {
         title: 'Review LoRA import',
         tree: ['h3', 'dl.meta-grid', 'details', 'p.small', 'div.notice', 'div.dialog-actions'],
         heading: { ...reference.heading, text: 'LoRA reference data' },
-        grid: { ...reference.grid, rows: [['Scope', plan.scope.label], ['Found', '2 metadata files · 2 readable'],
+        grid: { ...reference.grid, rows: [['LoraManager', 'environment settings · alongside storage · library default'],
+            ['Scope', plan.scope.label], ['Found', '2 metadata files · 2 LoRAs · 0 with local images'],
             ['Protected', 'Nothing is protected'], ['Network', 'Downloads up to 2 example images from CivitAI'],
             ['Backup', `Create and verify before changes (${plan.backup.destination_label})`],
             ['Media on disk', 'No files are removed; image links are replaced']] },
@@ -312,7 +313,7 @@ async function productionReview(page, request, theme) {
 for (const theme of THEMES) for (const [width, height] of SIZES) {
     test(`LoRA import review matches the concept ${theme} ${width}x${height}`, async ({ page, request }, testInfo) => {
         await page.setViewportSize({ width, height });
-        await fakeLoraManager(request, { loras: 2, civitai: true });
+        await fakeLoraManager(request, { loras: 2, civitai: true, preview: false });
         const concept = await conceptReview(page, theme);
         expect(concept.tree).toEqual(['p.demo-note', 'h3', 'dl.meta-grid', 'p.small', 'div.dialog-actions']);
         await page.screenshot({ path: testInfo.outputPath(`concept-plan-review-${theme}-${width}.png`) });
@@ -324,15 +325,15 @@ for (const theme of THEMES) for (const [width, height] of SIZES) {
 
 test('LoRA import review comparison detects mutations', async ({ page, request }) => {
     await page.setViewportSize({ width: 1600, height: 1100 });
-    await fakeLoraManager(request, { loras: 2, civitai: true });
+    await fakeLoraManager(request, { loras: 2, civitai: true, preview: false });
     const concept = await conceptReview(page, 'dark');
     const { plan } = await productionReview(page, request, 'dark');
     const expected = mapImportConcept(concept, plan);
     const paths = async () => diffInventory(expected, await page.evaluate(measureReview)).map(item => item.path);
     expect(await paths()).toEqual([]);
-    await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[3].textContent = 'Downloads'; });
-    expect(await paths()).toEqual(['grid.rows.3.0']);
-    await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[3].textContent = 'Network'; });
+    await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[4].textContent = 'Downloads'; });
+    expect(await paths()).toEqual(['grid.rows.4.0']);
+    await page.evaluate(() => { document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[4].textContent = 'Network'; });
     const undoGrid = await mutate(page, { css: 'dialog#modal dl.meta-grid { column-gap: 3px; }' });
     expect(await paths()).toEqual(expect.arrayContaining(['grid.columnGap']));
     await undoGrid();

tests/browser/system-maintenance-concept.spec.mjs

@@ -1,6 +1,7 @@
 import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
 import { test, expect } from './fixtures.mjs';
-import { SIZES, THEMES, seedConcept, openConcept, openProduction, diffInventory, mutate } from './concept-inventory.mjs';
+import { SIZES, THEMES, seedConcept, openConcept, openProduction, diffInventory, mutate, measureReview, mapPlanConcept }
+    from './concept-inventory.mjs';
 
 // #249 System S7 Task 20: System › Maintenance (app.js renderSystem 688–690), its plan dialog (`maintenancePlan`,
 // 953–958) for each operation and its duplicates dialog (`duplicates`, 1457–1461) against the immutable concept, on
@@ -103,47 +104,6 @@ for (const theme of THEMES) for (const [width, height] of SIZES) {
     });
 }
 
-/** Runs in the page: the open review dialog (plan or duplicates): its title, body and the concept's tokens. */
-function measureReview() {
-    const dialog = document.querySelector('dialog#modal[open]');
-    const css = (node, ...keys) => node ? Object.fromEntries(keys.map(key => [key, getComputedStyle(node)[key]])) : null;
-    const name = node => [node.localName, ...[...node.classList].sort()].join('.');
-    const text = node => node?.textContent.trim() ?? null;
-    const body = dialog.querySelector('#modal-body');
-    const grid = body.querySelector(':scope > dl.meta-grid');
-    const compare = body.querySelector('.compare-grid');
-    const item = compare?.querySelector('.compare-item');
-    const notes = [...body.querySelectorAll(':scope > p.small')];
-    const note = notes.at(-1);
-    const actions = body.querySelector(':scope > .dialog-actions');
-    return {
-        title: text(dialog.querySelector('#modal-title')),
-        tree: [...body.children].map(name),
-        heading: body.querySelector(':scope > h3') && { text: text(body.querySelector(':scope > h3')),
-            ...css(body.querySelector(':scope > h3'), 'fontSize', 'fontWeight', 'color', 'marginBottom') },
-        grid: grid && { rows: [...grid.children].map(row => [text(row.querySelector('dt')), text(row.querySelector('dd'))]),
-            ...css(grid, 'display', 'gridTemplateColumns', 'columnGap', 'rowGap'),
-            dt: css(grid.querySelector('dt'), 'fontSize', 'color', 'textTransform'), dd: css(grid.querySelector('dd'), 'fontSize', 'color') },
-        details: body.querySelector(':scope > details') && { summary: text(body.querySelector(':scope > details > summary')),
-            tree: [...body.querySelector(':scope > details').children].map(name) },
-        backup: body.querySelector(':scope > .notice') && { tree: [...body.querySelector(':scope > .notice').children].map(name),
-            text: [...body.querySelectorAll(':scope > .notice > div:first-child > *')].map(node => [node.localName, text(node)]),
-            buttons: [...body.querySelectorAll(':scope > .notice button')].map(text) },
-        compare: compare && { tree: [...compare.children].map(name), ...css(compare, 'display', 'gridTemplateColumns', 'columnGap'),
-            items: [...compare.children].map(entry => ({ tree: [...entry.children].map(name), label: text(entry.querySelector('label')),
-                checked: entry.querySelector('input[type=radio]').checked, image: entry.querySelector('img')?.className ?? null })),
-            item: css(item, 'paddingTop', 'paddingLeft', 'backgroundColor', 'borderTopWidth', 'borderTopColor', 'borderTopLeftRadius'),
-            image: css(item.querySelector('img'), 'width', 'objectFit'),
-            label: css(item.querySelector('label'), 'fontSize', 'color'),
-            radio: { name: item.querySelector('input[type=radio]').name.startsWith('keep-') ? 'keep-*' : 'other',
-                type: item.querySelector('input').type } },
-        note: note && { text: text(note), ...css(note, 'fontSize', 'color', 'marginTop') },
-        actions: { tree: [...actions.children].map(name), ...css(actions, 'display', 'justifyContent', 'columnGap', 'marginTop'),
-            buttons: [...actions.children].map(item => ({ text: text(item), className: item.className,
-                ...css(item, 'backgroundColor', 'color', 'fontSize', 'paddingTop', 'paddingLeft', 'borderTopColor') })) },
-    };
-}
-
 // The concept's plan names (`data-plan`) and production's operation, row and button for each.
 const PLANS = Object.freeze([
     ['duplicate prompts', 'duplicate_prompts', 'Duplicate prompt text'],
@@ -151,32 +111,6 @@ const PLANS = Object.freeze([
     ['unused prompt components', 'unused_components', 'Unused prompt components'],
     ['missing-file links', 'missing_links', 'Missing-file links'],
 ]);
-const BACKUP_BOX = Object.freeze({ tree: ['div', 'div.row-actions'], text: [['h3', 'Back up the database first (recommended)'],
-    ['p', 'Downloads a copy of the prompts database before this operation changes any records.']], buttons: ['Back up now'] });
-
-/**
- * D100: the server's plan in the concept's dialog: the operation's row title as its `h3` (the concept prints its
- * `data-plan` name), the four rows with the plan's values, the listed records (`details`), the hold line in the
- * concept's `p.small`, the D55 backup box before the actions, and "Apply reviewed operation". No sample note.
- */
-function mapPlanConcept(reference, title, plan) {
-    const backup = plan.backup.policy === 'off' ? 'No safety backup (the policy is off)'
-        : `Create and verify before changes (${plan.backup.destination_label})`;
-    const tree = ['h3', 'dl.meta-grid', ...(plan.details.length ? ['details'] : []), 'p.small', 'div.notice', 'div.dialog-actions'];
-    const [cancel, apply] = reference.actions.buttons;
-    return {
-        ...reference,
-        tree,
-        heading: { ...reference.heading, text: title },
-        grid: { ...reference.grid, rows: [['Scope', plan.scope.label],
-            ['Protected', plan.protected.reasons.length ? plan.protected.reasons.join(' · ') : 'Nothing is protected'],
-            ['Backup', backup], ['Media on disk', plan.media.label]] },
-        details: plan.details.length ? { summary: `Listed records (${plan.details.length})`, tree: ['summary', 'pre'] } : null,
-        backup: BACKUP_BOX,
-        note: { ...reference.note, text: 'Nothing changes until you apply. This review holds for 15 minutes.' },
-        actions: { ...reference.actions, buttons: [cancel, { ...apply, text: 'Apply reviewed operation' }] },
-    };
-}
 
 async function conceptPlan(page, theme, name) {
     await conceptMaintenance(page, theme);

tests/browser/system-tagging-concept.spec.mjs

@@ -0,0 +1,403 @@
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+import { SIZES, THEMES, seedConcept, openConcept, openProduction, diffInventory, mutate } from './concept-inventory.mjs';
+
+// #328 System S11 Task 8: System › Auto-tagging (app.js renderSystem 685–686) and the Tag output images review against
+// the immutable concept, on the concept-shaped fixture with the fake tagging model (every engine downloaded, none
+// loaded). Each concept measurement is mapped only by the recorded deviations (D132, D133, D134), each commented where
+// it applies; after that the difference must be empty, and a mutated label, option, order, class, select width or
+// token must be noticed. The concept has no batch review, so the Tag output images review is compared with the
+// concept's own record-changing review, `maintenancePlan` (953–958), whose shell, grid, note and actions it shares.
+test.use({ locale: 'en-US', timezoneId: 'UTC' });
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    // The tagging reset restores the fake model (nothing loaded, every engine on disk) and the saved tagging defaults;
+    // the concept fixture then replaces its rows and files.
+    await expect(await request.post('/__test__/tagging/reset', { data: {} })).toBeOK();
+    await seedConcept(request);
+    await expect(await request.post('/__test__/system/reset')).toBeOK();
+    await expect(await request.post('/__test__/jobs/restart')).toBeOK();
+    page.conceptErrors = [];
+    page.on('pageerror', error => page.conceptErrors.push(error.message));
+});
+
+test.afterEach(async ({ page, request, browserName }) => {
+    await saveCoverage(page, browserName);
+    await request.post('/__test__/jobs/restart');
+    await request.post('/__test__/system/reset');
+    await request.post('/__test__/tagging/reset', { data: {} });
+    expect(page.conceptErrors).toEqual([]);
+});
+
+const PREVIEW_URL = '/prompt_manager/autotag/batch/preview';
+const MODEL_OPTIONS = ['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB'];
+const SUGGESTIONS = 'From 1 to 100: the most suggestions Generate shows for one image.';
+const BATCH = 'Tag each output image from its own pixels with the model above. Prompts are not changed. Review the scope first.';
+
+/** Runs in the page: Auto-tagging's surface under `mainSelector`: rows, field, actions, operation, geometry and tokens. */
+function measureTagging(mainSelector) {
+    const layout = document.querySelector(`${mainSelector} .settings-layout`);
+    const css = (node, ...keys) => node ? Object.fromEntries(keys.map(key => [key, getComputedStyle(node)[key]])) : null;
+    const name = node => [node.localName, ...[...node.classList].sort()].join('.');
+    const text = node => node?.textContent.trim() ?? null;
+    const control = row => {
+        const select = row.querySelector(':scope > select');
+        if (select) return { kind: 'select', id: select.id, options: [...select.options].map(option => [option.textContent, option.disabled]),
+            selected: select.selectedOptions[0]?.textContent ?? null, disabled: select.disabled };
+        const input = row.querySelector(':scope > input');
+        return input ? { kind: `input.${input.type}`, id: input.id, value: input.value, disabled: input.disabled } : null;
+    };
+    const surface = layout.querySelector(':scope > section.surface');
+    const firstRow = surface.querySelector('.setting-row');
+    const field = surface.querySelector(':scope > .field');
+    const actions = surface.querySelector(':scope > .row-actions');
+    return {
+        layout: [...layout.children].map(name),
+        tree: [...surface.children].map(name),
+        heading: text(surface.querySelector(':scope > h2')),
+        intro: text(surface.querySelector(':scope > p')),
+        // Per row: whether it may wrap, and whether its control sits under the text (a wrapped row) or beside it.
+        rows: [...surface.querySelectorAll(':scope > .setting-row')].map(row => ({ tree: [...row.children].map(name),
+            text: [...row.firstElementChild.children].map(node => [name(node), text(node), node.localName === 'label' ? node.htmlFor : null]),
+            control: control(row), flexWrap: getComputedStyle(row).flexWrap,
+            controlBelow: row.lastElementChild.getBoundingClientRect().top >= row.firstElementChild.getBoundingClientRect().bottom - 0.5 })),
+        field: { tree: [...field.children].map(name), label: [text(field.querySelector('label')), field.querySelector('label').htmlFor],
+            textarea: { id: field.querySelector('textarea').id, value: field.querySelector('textarea').value,
+                ...css(field.querySelector('textarea'), 'fontSize', 'minHeight', 'backgroundColor', 'color', 'borderTopColor') },
+            ...css(field, 'display', 'rowGap', 'fontSize', 'marginTop', 'marginBottom') },
+        actions: { buttons: [...actions.children].map(item => [text(item), item.className]),
+            ...css(actions, 'display', 'flexWrap', 'columnGap', 'justifyContent'),
+            primary: css(actions.querySelector('.ca-primary'), 'backgroundColor', 'color', 'fontSize', 'paddingTop', 'paddingLeft'),
+            plain: css(actions.querySelector('button:not(.ca-primary)'), 'backgroundColor', 'color', 'fontSize', 'borderTopColor') },
+        operations: [...surface.querySelectorAll(':scope > .operation')].map(row => ({ tree: [...row.children].map(name),
+            title: text(row.querySelector('h3')), description: text(row.querySelector('p')),
+            actions: [...row.querySelectorAll('.row-actions > button')].map(item => [text(item), item.className]) })),
+        surface: css(surface, 'paddingTop', 'paddingLeft', 'backgroundColor', 'borderTopWidth', 'borderTopColor', 'borderTopLeftRadius'),
+        row: css(firstRow, 'display', 'alignItems', 'justifyContent', 'columnGap', 'paddingTop', 'paddingBottom', 'borderTopWidth',
+            'borderTopColor', 'marginTop'),
+        label: css(firstRow.querySelector('label'), 'fontSize', 'fontWeight', 'color'),
+        description: css(firstRow.querySelector('p'), 'fontSize', 'color', 'marginTop', 'maxWidth'),
+        select: css(firstRow.querySelector('select'), 'fontSize', 'minWidth', 'backgroundColor', 'color', 'borderTopColor'),
+        number: css(surface.querySelector('.setting-row input[type="number"]'), 'fontSize', 'minWidth', 'maxWidth', 'backgroundColor',
+            'color', 'borderTopColor'),
+        // Whether each select is as wide as the browser lays out a copy holding only its chosen option, i.e. it shows
+        // that option whole (the browser's own select sizing, arrow included).
+        selectsFit: [...surface.querySelectorAll('.setting-row > select')].map(select => {
+            const copy = select.cloneNode(false);
+            copy.removeAttribute('id');
+            copy.append(new Option(select.selectedOptions[0]?.textContent ?? ''));
+            // Important inline values: the phone cap is an !important rule (concept.css), which a plain inline style loses to.
+            for (const [key, value] of [['position', 'absolute'], ['visibility', 'hidden'], ['width', 'max-content'], ['min-width', '0'],
+                ['max-width', 'none'], ['flex', 'none']]) copy.style.setProperty(key, value, 'important');
+            select.parentElement.append(copy);
+            const needed = copy.getBoundingClientRect().width;
+            copy.remove();
+            return select.getBoundingClientRect().width + 0.5 >= needed;
+        }),
+        pageScroll: document.documentElement.scrollWidth > document.documentElement.clientWidth,
+    };
+}
+
+/**
+ * The concept's Auto-tagging with the recorded deviations applied, for the fixture (all engines on disk, none loaded).
+ * `phone` is a viewport at the concept's 700px breakpoint or below.
+ */
+function mapTaggingConcept(reference, { template, phone }) {
+    const [model, existing, general, character] = reference.rows;
+    const [preview] = reference.actions.buttons;
+    return {
+        ...reference,
+        // D133 adds a row after the thresholds; D134 adds the operation after the actions.
+        tree: [...reference.tree.slice(0, 6), 'div.setting-row', ...reference.tree.slice(6), 'div.operation'],
+        rows: [
+            // D132 (OQ5, OQ6): the four real engines with their download size, and the chosen one's live status.
+            { ...model, text: [model.text[0], ['p', 'Downloaded. Not loaded.', null]],
+                control: { ...model.control, options: MODEL_OPTIONS.map(label => [label, false]), selected: MODEL_OPTIONS[0] },
+                // D132: at phone width the row wraps, so the engine select sits whole under its text.
+                ...(phone ? { flexWrap: 'wrap', controlBelow: true } : {}) },
+            existing, general, character,
+            // D133: the persisted suggestion count, on the concept's number row.
+            { ...general, text: [['label', 'Suggestions per image', 'tag-suggestions'], ['p', SUGGESTIONS, null]],
+                control: { ...general.control, id: 'tag-suggestions', value: '10' } },
+        ],
+        // The saved template (the server's default until one is saved) replaces the concept's sample text.
+        field: { ...reference.field, textarea: { ...reference.field.textarea, value: template } },
+        // D132: Download (for an engine already on disk, "Download again") and Unload replace the two simulated jobs.
+        actions: { ...reference.actions, buttons: [preview, ['Download again', ''], ['Unload', '']] },
+        // D134: the prompt-tag batch, reviewed first.
+        operations: [{ tree: ['div', 'div.row-actions'], title: 'Tag output images', description: BATCH, actions: [['Review', '']] }],
+        // D132: the engine select shows its whole chosen option at every width (at 390 the concept's 120px cap cuts it;
+        // `#tag-model` alone may grow there). Existing tags keeps the concept's own fit, cut or not.
+        selectsFit: reference.selectsFit.map((fit, index) => (index === 0 ? true : fit)),
+    };
+}
+
+async function conceptTagging(page, theme) {
+    await openConcept(page, 'system', theme);
+    await page.locator('#main .section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
+    await expect(page.locator('#main #tag-template')).toBeVisible();
+    await page.mouse.move(0, 0);
+    return page.evaluate(measureTagging, '#main');
+}
+
+async function productionTagging(page, theme) {
+    await openProduction(page, 'system/tagging', theme);
+    // Compare once the settings and the model status answered.
+    await expect(page.locator('#workspace-main #tag-model')).toBeEnabled();
+    await expect(page.locator('#workspace-main .setting-row').first().locator('p')).toHaveText('Downloaded. Not loaded.');
+    await page.mouse.move(0, 0);
+    return page.evaluate(measureTagging, '#workspace-main');
+}
+
+async function savedTemplate(request, page) {
+    const response = await request.get('/prompt_manager/settings');
+    await expect(response).toBeOK();
+    return { template: (await response.json()).settings.autotag_template, phone: page.viewportSize().width <= 700 };
+}
+
+for (const theme of THEMES) for (const [width, height] of SIZES) {
+    test(`auto-tagging matches the concept ${theme} ${width}x${height}`, async ({ page, request }, testInfo) => {
+        await page.setViewportSize({ width, height });
+        const concept = await conceptTagging(page, theme);
+        await page.screenshot({ path: testInfo.outputPath(`concept-tagging-${theme}-${width}.png`), fullPage: true });
+        const production = await productionTagging(page, theme);
+        await page.screenshot({ path: testInfo.outputPath(`production-tagging-${theme}-${width}.png`), fullPage: true });
+        expect(diffInventory(mapTaggingConcept(concept, await savedTemplate(request, page)), production)).toEqual([]);
+        expect(production.pageScroll).toBe(false);
+    });
+}
+
+// D132 below the concept's smallest size: on a 320px phone the engine select still shows its whole option.
+for (const theme of THEMES) test(`auto-tagging engine select fits at 320 wide ${theme}`, async ({ page }) => {
+    await page.setViewportSize({ width: 320, height: 700 });
+    const production = await productionTagging(page, theme);
+    for (const model of ['hf', 'gguf', 'wd14-swinv2']) {
+        await page.locator('#workspace-main #tag-model').selectOption(model);
+        expect((await page.evaluate(measureTagging, '#workspace-main')).selectsFit[0], model).toBe(true);
+    }
+    expect(production.pageScroll).toBe(false);
+});
+
+test('auto-tagging comparison detects mutations', async ({ page, request }) => {
+    await page.setViewportSize({ width: 1600, height: 1100 });
+    const concept = await conceptTagging(page, 'dark');
+    const saved = await savedTemplate(request, page);
+    const expected = mapTaggingConcept(concept, saved);
+    const production = await productionTagging(page, 'dark');
+    expect(diffInventory(expected, production)).toEqual([]);
+    // Unmapped, the section differs only where D132, D133 and D134 are recorded (and the saved template's text).
+    expect(diffInventory(concept, production).map(item => item.path.split('.').slice(0, 3).join('.'))
+        .filter((path, index, all) => all.indexOf(path) === index).sort()).toEqual([
+        'actions.buttons.1', 'actions.buttons.2', 'field.textarea.value', 'operations.0.actions', 'operations.0.description',
+        'operations.0.title', 'operations.0.tree', 'operations.length', 'rows.0.control', 'rows.0.text', 'rows.4.control', 'rows.4.controlBelow',
+        'rows.4.flexWrap', 'rows.4.text', 'rows.4.tree', 'rows.length', 'tree.6', 'tree.7', 'tree.8', 'tree.9', 'tree.length'].sort());
+    const measure = () => page.evaluate(measureTagging, '#workspace-main');
+    const paths = async () => diffInventory(expected, await measure()).map(item => item.path);
+    // A removed row.
+    const undoRow = await mutate(page, { remove: ['#workspace-main section.surface > .setting-row:nth-of-type(2)'] });
+    expect(await paths()).toEqual(expect.arrayContaining(['rows.length', 'tree.length']));
+    await undoRow();
+    // A renamed label.
+    await page.evaluate(() => { document.querySelector('#workspace-main label[for="tag-existing"]').textContent = 'Existing'; });
+    expect(await paths()).toEqual(['rows.1.text.0.1']);
+    await page.evaluate(() => { document.querySelector('#workspace-main label[for="tag-existing"]').textContent = 'Existing tags'; });
+    // A reordered option.
+    await page.evaluate(() => { const select = document.querySelector('#workspace-main #tag-existing'); select.append(select.options[0]); });
+    expect(await paths()).toEqual(expect.arrayContaining(['rows.1.control.options.0.0']));
+    await page.evaluate(() => { const select = document.querySelector('#workspace-main #tag-existing'); select.prepend(select.options[2]); });
+    // ca-primary moved to another action.
+    await page.evaluate(() => {
+        const [first, second] = document.querySelectorAll('#workspace-main section.surface > .row-actions > button');
+        first.classList.remove('ca-primary');
+        second.classList.add('ca-primary');
+    });
+    expect(await paths()).toEqual(expect.arrayContaining(['actions.buttons.0.1', 'actions.buttons.1.1']));
+    await page.evaluate(() => {
+        const [first, second] = document.querySelectorAll('#workspace-main section.surface > .row-actions > button');
+        second.classList.remove('ca-primary');
+        first.classList.add('ca-primary');
+    });
+    // A select squeezed until its chosen option is cut.
+    const undoSqueeze = await mutate(page, { css: '#workspace-main #tag-model { max-width: 60px !important; min-width: 0 !important; }' });
+    expect(await paths()).toEqual(expect.arrayContaining(['selectsFit.0']));
+    await undoSqueeze();
+    // A row that wraps where the concept's does not.
+    const undoWrap = await mutate(page, { css: '#workspace-main .setting-row:has(> #tag-existing) { flex-wrap: wrap; }' });
+    expect(await paths()).toEqual(['rows.1.flexWrap']);
+    await undoWrap();
+    // A swapped token.
+    const undoToken = await mutate(page, { css: '#workspace-main .settings-layout { --line: rgb(255, 0, 0); }' });
+    expect(await paths()).toEqual(expect.arrayContaining(['row.borderTopColor']));
+    await undoToken();
+    expect(diffInventory(expected, await measure())).toEqual([]);
+});
+
+// D132 at phone width, unmapped: only the engine row wraps; Existing tags keeps the concept's cut select.
+test('auto-tagging at 390 wraps only the engine row', async ({ page, request }) => {
+    await page.setViewportSize({ width: 390, height: 844 });
+    const concept = await conceptTagging(page, 'dark');
+    const production = await productionTagging(page, 'dark');
+    expect(diffInventory(mapTaggingConcept(concept, await savedTemplate(request, page)), production)).toEqual([]);
+    expect(production.rows.map(row => row.flexWrap)).toEqual(['wrap', 'nowrap', 'nowrap', 'nowrap', 'nowrap']);
+    expect(production.selectsFit[1]).toBe(concept.selectsFit[1]);
+});
+
+/** Runs in the page: the open review dialog: its title, body and the concept's tokens. */
+function measureReview() {
+    const dialog = document.querySelector('dialog#modal[open]');
+    const css = (node, ...keys) => node ? Object.fromEntries(keys.map(key => [key, getComputedStyle(node)[key]])) : null;
+    const name = node => [node.localName, ...[...node.classList].sort()].join('.');
+    const text = node => node?.textContent.trim() ?? null;
+    const body = dialog.querySelector('#modal-body');
+    const grid = body.querySelector(':scope > dl.meta-grid');
+    const note = [...body.querySelectorAll(':scope > p.small')].at(-1);
+    const actions = body.querySelector(':scope > .dialog-actions');
+    return {
+        title: text(dialog.querySelector('#modal-title')),
+        tree: [...body.children].map(name),
+        heading: { text: text(body.querySelector(':scope > h3')),
+            ...css(body.querySelector(':scope > h3'), 'fontSize', 'fontWeight', 'color', 'marginBottom') },
+        grid: { rows: [...grid.children].map(row => [text(row.querySelector('dt')), text(row.querySelector('dd'))]),
+            ...css(grid, 'display', 'gridTemplateColumns', 'columnGap', 'rowGap'),
+            dt: css(grid.querySelector('dt'), 'fontSize', 'color', 'textTransform'), dd: css(grid.querySelector('dd'), 'fontSize', 'color') },
+        backup: body.querySelector(':scope > .notice') && { tree: [...body.querySelector(':scope > .notice').children].map(name),
+            text: [...body.querySelectorAll(':scope > .notice > div:first-child > *')].map(node => [node.localName, text(node)]),
+            buttons: [...body.querySelectorAll(':scope > .notice button')].map(text) },
+        note: { text: text(note), ...css(note, 'fontSize', 'color', 'marginTop') },
+        actions: { tree: [...actions.children].map(name), ...css(actions, 'display', 'justifyContent', 'columnGap', 'marginTop'),
+            buttons: [...actions.children].map(item => ({ text: text(item), className: item.className,
+                ...css(item, 'backgroundColor', 'color', 'fontSize', 'paddingTop', 'paddingLeft', 'borderTopColor') })) },
+    };
+}
+
+const number = value => value.toLocaleString('en-US');
+/** DEC11 (#379): the Time row the preview's estimate reads as (WD14 on the test server's processor). */
+function timeRow(plan) {
+    const minutes = Math.max(1, Math.ceil(plan.estimate_seconds / 60));
+    const text = minutes < 90 ? `about ${minutes} min`
+        : `about ${Math.floor(minutes / 60)} h${minutes % 60 ? ` ${minutes % 60} min` : ''}`;
+    return `${text} on a processor; a graphics card can be faster.`;
+}
+
+/**
+ * D134 (#379): the server's batch preview in the concept's review: "Review tag output images" with "Tag output images"
+ * as its `h3`, the model, policy, image counts, time estimate and settings in the concept's `dl.meta-grid` (Backup in
+ * the concept's wording), the estimate sentence in the concept's `p.small`, the D55 backup box and Cancel / "Start
+ * tagging".
+ */
+function mapBatchConcept(reference, plan) {
+    const [cancel, start] = reference.actions.buttons;
+    return {
+        ...reference,
+        title: 'Review tag output images',
+        tree: ['h3', 'dl.meta-grid', 'p.small', 'div.notice', 'div.dialog-actions'],
+        heading: { ...reference.heading, text: 'Tag output images' },
+        grid: { ...reference.grid, rows: [['Model', 'WD14 SwinV2 · ~400 MB'], ['Existing tags', 'Merge with existing'],
+            ['Images', number(plan.images)], ['Already auto-tagged', number(plan.already_tagged)],
+            ['Images to tag', `about ${number(plan.to_tag)}`], ['Time', timeRow(plan)],
+            ['Settings', `General 0.35 · Character 0.85 · up to ${number(plan.suggestion_limit)} tags per image`],
+            ['Backup', 'Create and verify before changes']] },
+        backup: { tree: ['div', 'div.row-actions'], text: [['h3', 'Back up the database first (recommended)'],
+            ['p', 'Downloads a copy of the prompts database before this operation changes any records.']], buttons: ['Back up now'] },
+        note: { ...reference.note, text: 'Nothing is written until you start. The number to tag is an estimate: images changed '
+            + 'since they were tagged are tagged again, and missing files are skipped. Activity reports what was tagged.' },
+        actions: { ...reference.actions, buttons: [cancel, { ...start, text: 'Start tagging' }] },
+    };
+}
+
+async function conceptReview(page, theme) {
+    await openConcept(page, 'system', theme);
+    await page.locator('#main .section-nav').getByRole('button', { name: 'Maintenance', exact: true }).click();
+    await page.locator('#main [data-plan="duplicate prompts"]').click();
+    await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Review maintenance plan');
+    await page.mouse.move(0, 0);
+    return page.evaluate(measureReview);
+}
+
+async function productionReview(page, theme) {
+    await productionTagging(page, theme);
+    // Merge reviews every listed still image (#379): a batch with work, the full review the concept's shell is compared
+    // with.
+    await page.locator('#workspace-main #tag-existing').selectOption('merge');
+    const answer = page.waitForResponse(response => response.url().endsWith(PREVIEW_URL));
+    await page.locator('#workspace-main .operation').getByRole('button', { name: 'Review', exact: true }).click();
+    const plan = await (await answer).json();
+    await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Review tag output images');
+    await page.mouse.move(0, 0);
+    return { plan, production: await page.evaluate(measureReview) };
+}
+
+for (const theme of THEMES) for (const [width, height] of SIZES) {
+    test(`tag output images review matches the concept ${theme} ${width}x${height}`, async ({ page }, testInfo) => {
+        await page.setViewportSize({ width, height });
+        const concept = await conceptReview(page, theme);
+        expect(concept.tree).toEqual(['p.demo-note', 'h3', 'dl.meta-grid', 'p.small', 'div.dialog-actions']);
+        await page.screenshot({ path: testInfo.outputPath(`concept-plan-review-${theme}-${width}.png`) });
+        const { plan, production } = await productionReview(page, theme);
+        // Under Merge every listed still image is tagged again: the batch has work to review.
+        expect(plan.to_tag).toBeGreaterThan(0);
+        expect(plan.estimate_device).toBe('cpu');
+        await page.screenshot({ path: testInfo.outputPath(`production-tagging-review-${theme}-${width}.png`) });
+        expect(diffInventory(mapBatchConcept(concept, plan), production)).toEqual([]);
+    });
+}
+
+/**
+ * D134 (CUJ 5): Replace after review never runs as a batch: the same review shell with the counts, the reason as its
+ * `p.small`, no backup box and only Cancel (the shared close-only review Integrations also uses).
+ */
+function mapCancelOnlyConcept(reference, plan) {
+    const [cancel] = reference.actions.buttons;
+    const mapped = mapBatchConcept(reference, plan);
+    return {
+        ...mapped,
+        tree: ['h3', 'dl.meta-grid', 'p.small', 'div.dialog-actions'],
+        grid: { ...mapped.grid, rows: mapped.grid.rows.map(([term, value]) => [term, term === 'Existing tags' ? 'Replace after review' : value]) },
+        backup: null,
+        note: { ...reference.note, text: 'Replacing tags needs a review of each image. Use Preview tagging review, or choose Skip or '
+            + 'Merge for a batch run.' },
+        actions: { ...reference.actions, tree: [reference.actions.tree[0]], buttons: [cancel] },
+    };
+}
+
+test('the Cancel-only review matches the concept review shell', async ({ page }) => {
+    await page.setViewportSize({ width: 1600, height: 1100 });
+    const concept = await conceptReview(page, 'dark');
+    await productionTagging(page, 'dark');
+    await page.locator('#workspace-main #tag-existing').selectOption('replace_after_review');
+    const answer = page.waitForResponse(response => response.url().endsWith(PREVIEW_URL));
+    await page.locator('#workspace-main .operation').getByRole('button', { name: 'Review', exact: true }).click();
+    const plan = await (await answer).json();
+    expect(plan.review_required).toBe(true);
+    await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Review tag output images');
+    await page.mouse.move(0, 0);
+    expect(diffInventory(mapCancelOnlyConcept(concept, plan), await page.evaluate(measureReview))).toEqual([]);
+});
+
+test('tag output images review comparison detects mutations', async ({ page }) => {
+    await page.setViewportSize({ width: 1600, height: 1100 });
+    const concept = await conceptReview(page, 'dark');
+    const { plan } = await productionReview(page, 'dark');
+    const expected = mapBatchConcept(concept, plan);
+    const paths = async () => diffInventory(expected, await page.evaluate(measureReview)).map(item => item.path);
+    expect(await paths()).toEqual([]);
+    // Every label of the grid is compared (#379's rows included): a changed one is named by its row.
+    for (const [index, [term]] of expected.grid.rows.entries()) {
+        await page.evaluate(([at, label]) => {
+            document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[at].textContent = label;
+        }, [index, `${term}!`]);
+        expect(await paths()).toEqual([`grid.rows.${index}.0`]);
+        await page.evaluate(([at, label]) => {
+            document.querySelectorAll('dialog#modal[open] dl.meta-grid dt')[at].textContent = label;
+        }, [index, term]);
+    }
+    expect(await paths()).toEqual([]);
+    const undoGrid = await mutate(page, { css: 'dialog#modal dl.meta-grid { column-gap: 3px; }' });
+    expect(await paths()).toEqual(expect.arrayContaining(['grid.columnGap']));
+    await undoGrid();
+    const undoBox = await mutate(page, { remove: ['dialog#modal[open] #modal-body > .notice'] });
+    expect(await paths()).toEqual(expect.arrayContaining(['backup', 'tree.length']));
+    await undoBox();
+    expect(await paths()).toEqual([]);
+});

tests/browser/tagging-concept.spec.mjs

@@ -236,7 +236,7 @@ test('paired Tag dialog captures', async ({ page, request }, testInfo) => {
     await expect(await request.post('/__test__/tagging/models', { data: { unavailable: ['wd14-swinv2'] } })).toBeOK();
     await openTagDialog(page, 'production', 'dark');
     await generateWith(page, 'production').catch(() => {});
-    await expect(status()).toHaveText('WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.');
+    await expect(status()).toHaveText('WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.');
     await shot('production-unavailable');
     await expect(await request.post('/__test__/tagging/models', { data: { unavailable: [] } })).toBeOK();
 

tests/browser/workflows.spec.mjs

@@ -42,8 +42,13 @@ test('actual gallery form saves a prompt that the admin page can edit and reload
     await page.locator(`[data-action="edit"][data-prompt-id="${id}"]`).click();
     const editor = page.locator(`.prompt-text[data-id="${id}"]`);
     await editor.fill('Browser edited portrait');
+    // The page shows the edit at once and saves it after: reload only once the save answered (a reload that wins the
+    // race abandons the PUT, as seen on WebKit in CI).
+    const savedEdit = page.waitForResponse(item => item.request().method() === 'PUT'
+        && item.url().endsWith(`/prompt_manager/prompts/${id}`));
     await editor.press('Enter');
     await expect(page.locator('.prompt-text').filter({ hasText: 'Browser edited portrait' })).toBeVisible();
+    expect((await savedEdit).ok()).toBe(true);
     await page.reload();
     await expect(page.locator('.prompt-text').filter({ hasText: 'Browser edited portrait' })).toBeVisible();
     const saved = await request.post('/prompt_manager/save', { data: { text: 'Browser saved landscape' } });
@@ -127,7 +132,8 @@ test('the gallery cache clear keeps preferences and other tools caches', async (
     }))).toEqual({ theme: 'light', other: 'keep', prefixed: 'keep', notice: '3.2.0', caches: ['other-tool-gallery-thumbnails'] });
 });
 
-test('actual gallery review generates and persists tags for the selected root', async ({ page, request }) => {
+// #379: the reviewed tags are that image's own tags; no prompt changes.
+test('actual gallery review generates and persists tags for the selected root\'s image', async ({ page, request }) => {
     await page.goto('/prompt_manager/gallery');
     await expect(page.locator('#galleryGrid .image-item')).toHaveCount(2);
     await page.locator('#autoTagBtn').click();
@@ -135,13 +141,15 @@ test('actual gallery review generates and persists tags for the selected root',
     await page.locator('#startReviewBtn').click();
     const generation = await generated;
     expect(generation.request().postDataJSON().root_index).toBe(0);
-    await expect(page.locator('#reviewTagsContainer')).toContainText('generated');
+    await expect(page.locator('#reviewTagsContainer')).toContainText('sandstone');
     const result = page.waitForResponse(response => response.url().endsWith('/prompt_manager/autotag/apply'));
     await page.locator('#applyReviewBtn').click();
     expect((await (await result).json()).success).toBe(true);
     const data = await (await request.get('/prompt_manager/recent?limit=20')).json();
-    expect(data.results.find(prompt => prompt.text === 'Cat portrait').tags).toContain('generated');
-    expect(data.results.find(prompt => prompt.text === 'Dog landscape').tags).not.toContain('generated');
+    expect(data.results.find(prompt => prompt.text === 'Cat portrait').tags).toEqual(['cats']);
+    expect(data.results.find(prompt => prompt.text === 'Dog landscape').tags).toEqual(['dogs']);
+    const tagged = await (await request.get('/prompt_manager/images/output?mode=workspace&tags=sandstone')).json();
+    expect(tagged.images.map(image => `${image.root_index}:${image.path}`)).toEqual(['0:shared/same.png']);
 });
 
 test('actual Tags page reloads the selected filter and opens its image viewer', async ({ page }) => {
@@ -257,6 +265,18 @@ async function chooseRestore(page, file) {
     await page.locator('#restoreFileInput').setInputFiles(file);
 }
 
+// Confirms the chosen restore and waits for the server's answer, not for a timer: a restore is disk-bound and can take
+// longer than an expect timeout on a slow runner (#359). The modal closes only after that answer.
+async function confirmRestoreAndWait(page) {
+    const restored = page.waitForResponse(response => response.url().endsWith('/prompt_manager/restore'));
+    await page.locator('#confirmRestore').click();
+    const response = await restored;
+    const body = await response.text();
+    expect(response.status(), body).toBe(200);
+    expect(JSON.parse(body)).toMatchObject({ success: true, prompt_count: 2, backup_created: expect.any(String) });
+    await expect(page.locator('#restoreModal')).toBeHidden();
+}
+
 function confirmNextDialog(page, accept, message) {
     page.once('dialog', async dialog => {
         expect(dialog.type()).toBe('confirm');
@@ -287,12 +307,7 @@ test('downloaded backup restores deleted prompts, tags, and image links through
     expect(await promptSnapshot(request)).not.toEqual(before);
     await chooseRestore(page, backup);
     confirmNextDialog(page, true, backup.name);
-    const restored = page.waitForResponse(response => response.url().endsWith('/prompt_manager/restore'));
-    await page.locator('#confirmRestore').click();
-    const response = await restored;
-    expect(response.ok()).toBe(true);
-    expect(await response.json()).toMatchObject({ success: true, prompt_count: 2, backup_created: expect.any(String) });
-    await expect(page.locator('#restoreModal')).toBeHidden();
+    await confirmRestoreAndWait(page);
     await expect(page.locator('.prompt-text')).toHaveCount(2);
     await page.reload();
     await expect(page.locator('.prompt-text').filter({ hasText: 'Cat portrait' })).toBeVisible();
@@ -335,8 +350,7 @@ test('restore validation and cancellation preserve live data and allow a valid r
     expect(await promptSnapshot(request)).toEqual(before);
     await page.locator('#restoreFileInput').setInputFiles(backup);
     confirmNextDialog(page, true, backup.name);
-    await page.locator('#confirmRestore').click();
-    await expect(page.locator('#restoreModal')).toBeHidden();
+    await confirmRestoreAndWait(page);
     expect(await promptSnapshot(request)).toEqual(before);
 });
 
@@ -356,8 +370,7 @@ test('backup and restore recover from interrupted network requests without losin
     await expect(page.locator('#restoreModal')).toBeVisible();
     expect(await promptSnapshot(request)).toEqual(before);
     confirmNextDialog(page, true, backup.name);
-    await page.locator('#confirmRestore').click();
-    await expect(page.locator('#restoreModal')).toBeHidden();
+    await confirmRestoreAndWait(page);
     expect(await promptSnapshot(request)).toEqual(before);
 });
 

tests/browser/workspace-activity.spec.mjs

@@ -1088,6 +1088,36 @@ test('a held legacy job and the health check show no tiles, no Results and no ma
     await expect(toast(page)).toHaveText('Health check finished.');
 });
 
+// #328: a tagging model download is a job of its own kind with no byte progress and no Cancel; Activity shows it
+// through the generic held view (its title, status line and an indeterminate bar), then its end toast.
+test('a held model download shows its title, an indeterminate bar and no Cancel; its end toast follows', async ({ page, request }) => {
+    await page.setViewportSize({ width: 1600, height: 1100 });
+    const title = 'Tagging model download · WD14 ViT';
+    await expect(await request.post('/__test__/tagging/reset')).toBeOK();
+    await expect(await request.post('/__test__/tagging/download', { data: { mode: 'hold' } })).toBeOK();
+    try {
+        const response = await request.post('/prompt_manager/jobs/model-download', { data: { model_type: 'wd14-vit' } });
+        expect(response.status()).toBe(202);
+        const job = (await response.json()).job;
+        expect([job.kind, job.title, job.cancellable]).toEqual(['model_download', title, false]);
+        await page.goto(`${workspace}#/activity`);
+        const item = items(page).filter({ has: page.getByRole('link', { name: new RegExp(`${title}$`) }) });
+        await expect(item.locator('progress')).not.toHaveAttribute('value');
+        await expect(item.getByRole('button', { name: 'Cancel job', exact: true })).toHaveCount(0);
+        await item.getByRole('link').click();
+        await expect(heading(page).locator('h1')).toHaveText(title);
+        await expect(progressSection(page).locator('.panel-heading > span.small')).toHaveText('Downloading WD14 ViT (~400 MB)');
+        await expect(progressSection(page).locator('progress')).not.toHaveAttribute('value');
+        await expect(progressSection(page).locator('dl.stat-row')).toHaveCount(0);
+        await expect(heading(page).getByRole('button', { name: /^Cancel/ })).toHaveCount(0);
+        await expect(await request.post('/__test__/tagging/download', { data: { mode: 'succeed' } })).toBeOK();
+        await expect(toast(page)).toHaveText(`${title} finished.`);
+        await expect(heading(page).locator('p.muted')).toHaveText(/^Finished \d\d:\d\d$/);
+    } finally {
+        await request.post('/__test__/tagging/reset');
+    }
+});
+
 // S5 review I3: a thumbnail job with nothing to generate ends on the server's final line ("No previews to generate · N
 // already up to date"), never on a stale "Processing file 0 of 0" under the Completed chip.
 test('a finished thumbnail job with nothing to do says so', async ({ page, request }) => {

tests/browser/workspace-images.spec.mjs

@@ -2189,3 +2189,248 @@ test('scan for metadata opens the review dialog from Import', async ({ page, req
     await expect.poll(async () => (await (await request.get('/prompt_manager/jobs')).json()).jobs
         .map(job => [job.kind, job.state])).toEqual([['backup', 'finished']]);
 });
+
+// #392 (D135): file-manager selection beyond the concept's checkbox.
+const selectedCount = page => bulkbar(page).locator('.bulkbar > strong');
+const cardAt = (page, index) => page.locator(`article[data-image-key][data-index="${index}"]`);
+const boxAt = (page, index) => cardAt(page, index).getByRole('checkbox', { name: /^Select / });
+const checkedIndexes = page => page.locator('article[data-image-key]').evaluateAll(nodes => nodes
+    .filter(node => node.querySelector('.image-overlays input[type="checkbox"]').checked)
+    .map(node => Number(node.dataset.index)).sort((a, b) => a - b));
+const range = (from, to) => Array.from({ length: to - from + 1 }, (_, index) => from + index);
+async function bulkReset(page, request) {
+    await page.addInitScript(() => { window.IntersectionObserver = undefined; });
+    await expect(await request.post('/__test__/reset', { data: { extra_images: 200 } })).toBeOK();
+    await page.goto(workspace);
+    await expect(cards(page)).toHaveCount(40);
+}
+/** A touch press on `locator` the way a finger makes one: pointerdown, (held), pointerup. */
+const touchDown = locator => locator.evaluate(node => {
+    const { left, top } = node.getBoundingClientRect();
+    node.dispatchEvent(new PointerEvent('pointerdown', { bubbles: true, isPrimary: true, pointerType: 'touch', clientX: left + 5, clientY: top + 5 }));
+});
+const touchUpAndClick = locator => locator.evaluate(node => {
+    node.dispatchEvent(new PointerEvent('pointerup', { bubbles: true, isPrimary: true, pointerType: 'touch' }));
+    // A tap's click counts one press (`detail` 1); a keyboard click (and `HTMLElement.click()`) counts none.
+    node.dispatchEvent(new MouseEvent('click', { bubbles: true, cancelable: true, detail: 1 }));
+});
+async function touchTap(locator) {
+    await touchDown(locator);
+    await touchUpAndClick(locator);
+}
+
+test('Shift+click selects a range across an appended batch in Grid, List and Masonry', async ({ page, request }) => {
+    await bulkReset(page, request);
+    await page.getByRole('button', { name: 'Load more images', exact: true }).click();
+    await expect(caption(page)).toContainText('80 of 202 images');
+    for (const mode of ['Grid', 'List', 'Masonry']) {
+        await page.getByRole('group', { name: 'Image layout', exact: true }).getByRole('button', { name: mode, exact: true }).click();
+        // The anchor is the last image toggled on its own (List hides the concept's checkbox: the card carries it).
+        await cardAt(page, 3).locator('.media-info h3').click({ modifiers: ['ControlOrMeta'] });
+        await expect(selectedCount(page)).toHaveText('1 selected');
+        // The range runs into the second batch (index 40 on), and backwards from the same anchor.
+        await cardAt(page, 45).locator('.media-info h3').click({ modifiers: ['Shift'] });
+        await expect(selectedCount(page)).toHaveText('43 selected');
+        expect(await checkedIndexes(page)).toEqual(range(3, 45));
+        await cardAt(page, 0).locator('.media-info h3').click({ modifiers: ['Shift'] });
+        await expect(selectedCount(page)).toHaveText('46 selected');
+        expect(await checkedIndexes(page)).toEqual(range(0, 45));
+        await expect(page.locator('dialog[open]')).toHaveCount(0);
+        if (mode !== 'List') {
+            // A Shift+click on a checkbox gives its range the box's new state: here, unchecked.
+            await boxAt(page, 3).uncheck();
+            await boxAt(page, 10).click({ modifiers: ['Shift'] });
+            await expect(boxAt(page, 10)).not.toBeChecked();
+            await expect(selectedCount(page)).toHaveText('38 selected');
+            expect(await checkedIndexes(page)).toEqual([0, 1, 2, ...range(11, 45)]);
+        }
+        await bulkbar(page).getByRole('button', { name: 'Clear', exact: true }).click();
+        await expect(bulkbar(page)).toBeEmpty();
+    }
+});
+
+test('Ctrl/Cmd+click toggles a card without opening it, and a plain click still opens the viewer', async ({ page }) => {
+    await page.goto(workspace);
+    await expect(cards(page)).toHaveCount(2);
+    const first = cards(page).first();
+    const inspectorBefore = await details(page).innerText();
+    await first.getByRole('button', { name: 'Open same.png', exact: true }).click({ modifiers: ['ControlOrMeta'] });
+    await expect(selectedCount(page)).toHaveText('1 selected');
+    await expect(checkbox(first, 'same.png')).toBeChecked();
+    await cards(page).last().getByRole('button', { name: 'Inspect same.png', exact: true }).click({ modifiers: ['ControlOrMeta'] });
+    await expect(selectedCount(page)).toHaveText('2 selected');
+    await star(first, 'same.png').click({ modifiers: ['ControlOrMeta'] });
+    await expect(selectedCount(page)).toHaveText('1 selected');
+    await expect(star(first, 'same.png')).toHaveAttribute('aria-pressed', 'false');
+    await expect(page.locator('dialog[open]')).toHaveCount(0);
+    expect(await details(page).innerText()).toBe(inspectorBefore);
+    // A plain click keeps its meaning: the image opens the viewer.
+    await first.getByRole('button', { name: 'Open same.png', exact: true }).click();
+    await expect(page.locator('#viewer-dialog[open]')).toHaveCount(1);
+    await expect(selectedCount(page)).toHaveText('1 selected');
+});
+
+test('Ctrl/Cmd+A, Select all N matching and Add tags tag every matching image on the server', async ({ page, request }) => {
+    await bulkReset(page, request);
+    // Ctrl/Cmd+A in the search box stays the field's own.
+    await search(page).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await expect(bulkbar(page)).toBeEmpty();
+    await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await expect(selectedCount(page)).toHaveText('40 selected');
+    const offer = bulkbar(page).getByRole('button', { name: 'Select all 202 matching', exact: true });
+    await expect(offer).toBeVisible();
+    await expect(bulkbar(page).locator('.bulkbar > *').nth(1)).toHaveText('Select all 202 matching');
+    await offer.click();
+    await expect(selectedCount(page)).toHaveText('All 202 matching selected');
+    await expect(offer).toHaveCount(0);
+    await expect(bulkbar(page).getByRole('button', { name: 'Export metadata', exact: true })).toHaveAttribute('aria-disabled', 'true');
+    // A later batch arrives checked.
+    await page.getByRole('button', { name: 'Load more images', exact: true }).click();
+    await expect(caption(page)).toContainText('80 of 202 images');
+    await expect(boxAt(page, 70)).toBeChecked();
+    await expect(selectedCount(page)).toHaveText('All 202 matching selected');
+    // Unchecking one image leaves "all matching": the other loaded images stay selected.
+    await boxAt(page, 0).uncheck();
+    await expect(selectedCount(page)).toHaveText('79 selected');
+    await expect(bulkbar(page).getByRole('button', { name: 'Export metadata', exact: true })).not.toHaveAttribute('aria-disabled', 'true');
+    await cardAt(page, 1).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await bulkbar(page).getByRole('button', { name: 'Select all 202 matching', exact: true }).click();
+    await expect(selectedCount(page)).toHaveText('All 202 matching selected');
+    // Add tags sends the listing filter, not 202 identities, and the server tags every match.
+    await bulkbar(page).getByRole('button', { name: 'Add tags', exact: true }).click();
+    const dialog = page.getByRole('dialog', { name: 'Tag selected images', exact: true });
+    await dialog.getByRole('textbox', { name: 'Tags, separated by commas', exact: true }).fill('picked392');
+    const started = page.waitForRequest(item => item.method() === 'POST' && new URL(item.url()).pathname === '/prompt_manager/jobs/image-tags');
+    await dialog.getByRole('button', { name: 'Apply', exact: true }).click();
+    expect((await started).postDataJSON()).toEqual({ mode: 'add', filter: { sort: 'newest' }, tags: ['picked392'] });
+    await expect.poll(async () => (await (await request.get('/prompt_manager/images/output?mode=workspace&limit=1&tags=picked392')).json()).total,
+        { timeout: 20000 }).toBe(202);
+    await expect(selectedCount(page)).toHaveText('All 202 matching selected');
+    // Escape in the grid clears the selection.
+    await cardAt(page, 2).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('Escape');
+    await expect(bulkbar(page)).toBeEmpty();
+    await expect(boxAt(page, 2)).not.toBeChecked();
+});
+
+test('Shift+arrow keys extend the selection from the focused card, and Escape in the bar clears it', async ({ page, request }) => {
+    await bulkReset(page, request);
+    await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('Shift+ArrowRight');
+    await page.keyboard.press('Shift+ArrowRight');
+    await expect(cardAt(page, 2).getByRole('button', { name: /^Open / })).toBeFocused();
+    await expect(selectedCount(page)).toHaveText('3 selected');
+    expect(await checkedIndexes(page)).toEqual([0, 1, 2]);
+    // A plain arrow moves without selecting; Shift+End reaches the last loaded card from the same anchor.
+    await page.keyboard.press('ArrowRight');
+    await expect(selectedCount(page)).toHaveText('3 selected');
+    await page.keyboard.press('Shift+End');
+    await expect(selectedCount(page)).toHaveText('40 selected');
+    await bulkbar(page).getByRole('button', { name: 'Clear', exact: true }).focus();
+    await page.keyboard.press('Escape');
+    await expect(bulkbar(page)).toBeEmpty();
+    await expect(page.locator('#workspace-main h1')).toBeFocused();
+});
+
+test('a touch long-press starts selection mode, taps then toggle, and an empty selection ends it', async ({ page }, testInfo) => {
+    await page.goto(workspace);
+    await expect(cards(page)).toHaveCount(2);
+    const [first, second] = [cards(page).first(), cards(page).last()];
+    const open = card => card.getByRole('button', { name: 'Open same.png', exact: true });
+    await touchDown(open(first));
+    // The context menu of a held press belongs to the long press.
+    expect(await open(first).evaluate(node => !node.dispatchEvent(new MouseEvent('contextmenu', { bubbles: true, cancelable: true })))).toBe(true);
+    // Held: the long press selects the card once its delay passed.
+    await expect(selectedCount(page)).toHaveText('1 selected');
+    await touchUpAndClick(open(first));
+    await expect(page.locator('dialog[open]')).toHaveCount(0);
+    await expect(checkbox(first, 'same.png')).toBeChecked();
+    // Taps now toggle instead of opening.
+    if (testInfo.project.name === 'touch') await open(second).tap();
+    else await touchTap(open(second));
+    await expect(selectedCount(page)).toHaveText('2 selected');
+    // A keyboard Enter keeps its meaning in touch selection mode: the image opens.
+    await open(first).focus();
+    await page.keyboard.press('Enter');
+    await expect(page.locator('#viewer-dialog[open]')).toHaveCount(1);
+    await page.keyboard.press('Escape');
+    await expect(page.locator('#viewer-dialog[open]')).toHaveCount(0);
+    await expect(selectedCount(page)).toHaveText('2 selected');
+    await touchTap(open(first));
+    await touchTap(open(second));
+    await expect(bulkbar(page)).toBeEmpty();
+    await expect(page.locator('dialog[open]')).toHaveCount(0);
+    // The selection is empty, so touch selection mode ended: a tap opens the image again.
+    await touchTap(open(first));
+    await expect(page.locator('#viewer-dialog[open]')).toHaveCount(1);
+});
+
+test('all matching sets the category through the listing filter and survives a return visit as the loaded images', async ({ page, request }) => {
+    await bulkReset(page, request);
+    await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await bulkbar(page).getByRole('button', { name: 'Select all 202 matching', exact: true }).click();
+    // The offer left with its press: focus moves to the bar's first action.
+    await expect(bulkbar(page).getByRole('button', { name: 'Add tags', exact: true })).toBeFocused();
+    await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await expect(selectedCount(page)).toHaveText('All 202 matching selected');
+    // Export metadata waits for loaded images: a press does nothing.
+    const exportButton = bulkbar(page).getByRole('button', { name: 'Export metadata', exact: true });
+    await expect(exportButton).toHaveAttribute('title', 'Export metadata reads each image in the browser, so it works on loaded images only.');
+    // No match linked (a stubbed answer): the nothing-linked sentence, and the selection stays.
+    await page.route('**/prompt_manager/bulk/category', route => route.fulfill({ json: { success: true, updated_count: 0, prompt_count: 0, skipped: 202 } }), { times: 1 });
+    const categorize = page.getByRole('dialog', { name: 'Categorize selected images', exact: true });
+    await bulkbar(page).getByRole('button', { name: 'Set category', exact: true }).click();
+    await categorize.getByRole('textbox', { name: 'Category', exact: true }).fill('Bulk392');
+    await categorize.getByRole('button', { name: 'Apply', exact: true }).click();
+    await expect(toast(page)).toHaveText("None of the selected images is linked to a saved prompt, so there is no prompt category to set.");
+    await expect(selectedCount(page)).toHaveText('All 202 matching selected');
+    // The real write: one request with the filter, every matching image's positive changes.
+    await bulkbar(page).getByRole('button', { name: 'Set category', exact: true }).click();
+    await categorize.getByRole('textbox', { name: 'Category', exact: true }).fill('Bulk392');
+    const posted = page.waitForRequest(item => item.method() === 'POST' && new URL(item.url()).pathname === '/prompt_manager/bulk/category');
+    await categorize.getByRole('button', { name: 'Apply', exact: true }).click();
+    expect((await posted).postDataJSON()).toEqual({ images_filter: { sort: 'newest' }, category: 'Bulk392' });
+    await expect(toast(page)).toHaveText(/^Category set on \d+ prompts?\.$/);
+    await expect(bulkbar(page)).toBeEmpty();
+    const filtered = await (await request.get('/prompt_manager/images/output?mode=workspace&limit=1&category=Bulk392')).json();
+    expect(filtered.total).toBe(202);
+    // A return visit keeps "all matching" as the loaded images, and the offer shows again.
+    await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await bulkbar(page).getByRole('button', { name: 'Select all 202 matching', exact: true }).click();
+    await page.evaluate(() => { window.location.hash = '/overview'; });
+    await expect(page.locator('#workspace-main h1')).toHaveText('Overview');
+    await page.evaluate(() => { window.location.hash = '/images'; });
+    await expect(selectedCount(page)).toHaveText('40 selected');
+    await expect(bulkbar(page).getByRole('button', { name: 'Select all 202 matching', exact: true })).toBeVisible();
+    // Escape in the bar with nothing selected does nothing; with a selection it clears.
+    await bulkbar(page).getByRole('button', { name: 'Clear', exact: true }).focus();
+    await page.keyboard.press('Escape');
+    await expect(bulkbar(page)).toBeEmpty();
+});
+
+test('all matching over 10,000 images says so before any dialog or request', async ({ page, request }) => {
+    await page.route(url => url.pathname === '/prompt_manager/images/output' && url.searchParams.get('limit') !== '1', async route => {
+        const response = await route.fetch();
+        const body = await response.json();
+        await route.fulfill({ response, json: { ...body, total: 20002 } });
+    });
+    await bulkReset(page, request);
+    await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await bulkbar(page).getByRole('button', { name: 'Select all 20,002 matching', exact: true }).click();
+    await expect(selectedCount(page)).toHaveText('All 20,002 matching selected');
+    let posted = 0;
+    page.on('request', item => { if (item.method() === 'POST') posted += 1; });
+    for (const action of ['Set category', 'Add tags', 'Auto-tag selected']) {
+        await bulkbar(page).getByRole('button', { name: action, exact: true }).click();
+        await expect(toast(page)).toHaveText('Narrow the view to at most 10,000 images.');
+        await expect(page.locator('dialog[open]')).toHaveCount(0);
+    }
+    expect(posted).toBe(0);
+});

tests/browser/workspace-system-backups.spec.mjs

@@ -485,5 +485,6 @@ test('a safety backup file (no .db extension) can be picked and reviewed (M3)',
     const answer = await chooseBackup(page, bytes, 'prompts.db.backup_20261025_093000_000000');
     expect((await answer).status()).toBe(200);
     await expect(dialog(page).locator('#modal-title')).toHaveText('Restore preview');
-    expect((await gridOf(page))[0][1]).toMatch(/^prompts\.db\.backup_20261025_093000_000000 · \d+ KB · .+$/);
+    // The copy's size depends on what earlier tests on this server wrote: KB or MB.
+    expect((await gridOf(page))[0][1]).toMatch(/^prompts\.db\.backup_20261025_093000_000000 · [\d,.]+ (KB|MB) · .+$/);
 });

tests/browser/workspace-system-diagnostics.spec.mjs

@@ -0,0 +1,590 @@
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+import { seedConcept } from './concept-inventory.mjs';
+
+// System › Diagnostics & logs (#249 System S12, #329) on the concept-shaped fixture, with the logger writing into this
+// server's own root (workspace_diagnostics_fixture.py): the meta-grid's live values, Run checks, the report, Inspect and
+// the test link (D110); the log viewer, statistics, downloads and runtime drafts (D109); and the reviewed rotated-log
+// cleanup (D100) and Clear all logs, which delete only inside that temporary log folder.
+const workspace = '/prompt_manager/workspace';
+const REPORT_URL = '/prompt_manager/system/diagnostics';
+const LOGS_URL = '/prompt_manager/logs';
+const CONFIG_URL = '/prompt_manager/logs/config';
+const PREVIEW_URL = '/prompt_manager/maintenance/preview';
+const APPLY_URL = '/prompt_manager/maintenance/apply';
+const TEST_LINK_URL = '/prompt_manager/diagnostics/test-link';
+const CHANGED = 'The log files changed since the review; nothing was deleted. Review again.';
+const KEY = 'sk-s12-browser-SECRET-0123456789';
+const LEVELS = ['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'];
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    await seedConcept(request);
+    await expect(await request.post('/__test__/system/reset')).toBeOK();
+    await expect(await request.post('/__test__/integrations/reset')).toBeOK();
+    await expect(await request.post('/__test__/jobs/restart')).toBeOK();
+    await expect(await request.post('/__test__/logs/reset')).toBeOK();
+    page.systemErrors = [];
+    page.on('pageerror', error => page.systemErrors.push(error.message));
+});
+
+test.afterEach(async ({ page, request, browserName }) => {
+    await saveCoverage(page, browserName);
+    await request.post('/__test__/release');
+    await request.post('/__test__/jobs/restart');
+    await request.post('/__test__/logs/reset');
+    await request.post('/__test__/integrations/reset');
+    await request.post('/__test__/system/reset');
+    expect(page.systemErrors).toEqual([]);
+});
+
+const toast = page => page.locator('#workspace-toast');
+const layoutOf = page => page.locator('#workspace-main .settings-layout');
+const dialog = page => page.locator('dialog#modal[open]');
+const surfaceOf = (page, title) => layoutOf(page).locator(':scope > section.surface').filter({
+    has: page.getByRole('heading', { level: 2, name: title, exact: true }) });
+const cell = (page, term) => surfaceOf(page, 'Diagnostics').locator('.meta-grid > div').filter({
+    has: page.locator(`dt:text-is("${term}")`) }).locator('dd');
+const lines = page => page.locator('#log-lines > code');
+const operation = (page, title) => layoutOf(page).locator('.operation').filter({ has: page.locator(`h3:text-is("${title}")`) });
+const settingOf = (page, label) => layoutOf(page).locator('.setting-row').filter({ has: page.locator(`label:text-is("${label}")`) });
+const status = page => page.locator('#settings-status');
+const save = page => page.getByRole('button', { name: 'Save preferences', exact: true });
+
+async function serverJson(request, url) {
+    const response = await request.get(url);
+    await expect(response).toBeOK();
+    return response.json();
+}
+
+async function seedLogs(request, data = {}) {
+    await expect(await request.post('/__test__/logs/seed', { data })).toBeOK();
+}
+
+const names = async request => (await serverJson(request, '/__test__/logs/state')).entries.map(entry => entry.name);
+
+async function openDiagnostics(page) {
+    if (page.url().endsWith('#/system/diagnostics')) await page.reload();
+    else await page.goto(`${workspace}#/system/diagnostics`);
+    await expect(layoutOf(page).locator(':scope > section.surface')).toHaveCount(2);
+    await expect(lines(page)).not.toHaveText('Loading…');
+    await expect(cell(page, 'Database')).not.toHaveText('Loading…');
+    // The renderer line settles first: its text can move the rows below.
+    await expect(cell(page, 'Host renderers')).not.toHaveText('Loading…');
+    await expect(page.locator('#log-stats')).not.toHaveText('Loading…');
+    return layoutOf(page);
+}
+
+async function openFiles(page) {
+    const details = surfaceOf(page, 'Logs').locator('details');
+    if (!(await details.evaluate(node => node.open))) await details.locator('summary').click();
+    await expect(details.locator(':scope > p.small').first()).not.toHaveText('Loading…');
+    return details;
+}
+
+/** The levels of the viewer's lines, in order. */
+const shownLevels = async page => (await lines(page).textContent()).split('\n').filter(Boolean)
+    .map(line => line.split(/ +/)[1]);
+
+async function ended(request, id) {
+    await expect.poll(async () => (await serverJson(request, `/prompt_manager/jobs/${id}`)).job.state).not.toBe('running');
+    return (await serverJson(request, `/prompt_manager/jobs/${id}`)).job;
+}
+
+/** A second page of this origin that serves a fake ComfyUI window on the send bridge. */
+async function fakeComfyWindow(context, renderer) {
+    const host = await context.newPage();
+    await host.goto(`${workspace}#/overview`);
+    await host.evaluate(async drawn => {
+        const { createBridgeHost } = await import('/prompt_manager/js/shared/toolkit/prompt-bridge.js');
+        window.fakeHost = createBridgeHost({ namespace: '/', origin: location.origin, label: 'PromptManager — ComfyUI',
+            adapter: { listTargets: () => [{ id: '7', label: 'Prompt Manager', type: 'PromptManager', roles: ['positive'],
+                renderer: drawn }], preview() { throw new Error('unused'); }, apply() { throw new Error('unused'); } } });
+    }, renderer);
+    return host;
+}
+
+async function readBlob(download) {
+    const chunks = await (await download.createReadStream()).toArray();
+    return Buffer.concat(chunks).toString('utf8');
+}
+
+// ── Task 4: the Diagnostics surface ─────────────────────────────────────────────────────────────────────────────────
+
+test('meta-grid shows real database and source status, the pinned Viewer.js version and the host renderers',
+    async ({ page, request, context }) => {
+        const mutations = [];
+        page.on('request', item => { if (!['GET', 'HEAD', 'OPTIONS'].includes(item.method())) mutations.push(item.url()); });
+        await openDiagnostics(page);
+        const report = await serverJson(request, REPORT_URL);
+        const surface = surfaceOf(page, 'Diagnostics');
+        await expect(surface.locator(':scope > .panel-heading > h2')).toHaveText('Diagnostics');
+        await expect(surface.locator(':scope > .panel-heading > button')).toHaveText('Run checks');
+        await expect(surface.locator('.meta-grid dt')).toHaveText(['Database', 'Sources', 'Viewer.js', 'Host renderers']);
+        const images = report.checks.database.image_count;
+        await expect(cell(page, 'Database')).toHaveText(new RegExp(`^Readable · [\\d.]+ (bytes|KB|MB|GB) · ${images.toLocaleString('en-US')} images?$`));
+        // The size is the database's real size (`database_size_bytes`), never a missing key read as 0.
+        expect(report.database_info.database_size_bytes).toBeGreaterThan(0);
+        await expect(cell(page, 'Database')).not.toContainText('· 0 bytes ·');
+        const { configured, watching } = report.sources;
+        await expect(cell(page, 'Sources')).toHaveText(configured
+            ? `${configured} source${configured === 1 ? '' : 's'} · ${watching} watching`
+            : `ComfyUI output folder · ${watching ? 'watching' : 'manual scan'}`);
+        await expect(cell(page, 'Viewer.js')).toHaveText('1.15.2 · pinned vendor');
+        await expect(cell(page, 'Host renderers')).toHaveText('No ComfyUI window is open in this browser, so its renderer is not known.');
+        // A ComfyUI window with a Classic node: the line Integrations shows (D106).
+        const host = await fakeComfyWindow(context, 'classic');
+        await openDiagnostics(page);
+        await expect(cell(page, 'Host renderers')).toHaveText('Detected: Classic (1 ComfyUI window).');
+        await host.close();
+        // A refused read names the running job (D57's naming).
+        await page.route(`**${REPORT_URL}`, route => route.fulfill({ status: 409, contentType: 'application/json',
+            body: JSON.stringify({ success: false, code: 'busy', error: 'busy', running: { id: 'a'.repeat(32), title: 'Restore' } }) }));
+        await openDiagnostics(page);
+        await expect(cell(page, 'Database')).toHaveText('Busy: Restore is running.');
+        await page.unroute(`**${REPORT_URL}`);
+        await expect(await request.post('/__test__/system/fail', { data: { path: REPORT_URL, times: 1 } })).toBeOK();
+        await openDiagnostics(page);
+        await expect(cell(page, 'Sources')).toHaveText('Could not be read.');
+        expect(mutations).toEqual([]);
+    });
+
+test('Run checks opens the shared Health report', async ({ page, request }) => {
+    const before = await serverJson(request, '/__test__/system/digest');
+    await openDiagnostics(page);
+    const run = surfaceOf(page, 'Diagnostics').getByRole('button', { name: 'Run checks', exact: true });
+    await run.click();
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Health report');
+    await expect(run).toHaveText('Run checks');
+    await dialog(page).getByRole('button', { name: 'Close', exact: true }).click();
+    await expect(dialog(page)).toHaveCount(0);
+    await expect(run).toBeFocused();
+    // The same report Overview reads: Overview's metric names it.
+    expect((await serverJson(request, '/prompt_manager/system/health')).report).toBeTruthy();
+    expect((await serverJson(request, '/__test__/system/digest')).rows).toEqual(before.rows);
+});
+
+test('report download goes through the api client and holds no secret or absolute path', async ({ page, request }) => {
+    const { revision } = await serverJson(request, '/prompt_manager/settings');
+    await expect(await request.post('/prompt_manager/lora/enable', { data: { enabled: false, trigger_words_enabled: false, path: '',
+        civitai_api_key: KEY, expected_revision: revision } })).toBeOK();
+    await openDiagnostics(page);
+    const reads = [];
+    page.on('request', item => { if (item.url().endsWith(REPORT_URL)) reads.push(item.url()); });
+    const download = page.waitForEvent('download');
+    await surfaceOf(page, 'Diagnostics').getByRole('button', { name: 'Download diagnostic report', exact: true }).click();
+    const file = await download;
+    expect(file.suggestedFilename()).toMatch(/^prompt-manager-diagnostics-\d{8}-\d{4}\.json$/);
+    await expect(toast(page)).toHaveText('Diagnostic report downloaded.');
+    expect(reads).toHaveLength(1);
+    const text = await readBlob(file);
+    const report = JSON.parse(text);
+    expect(report.host_renderers).toBe('No ComfyUI window is open in this browser, so its renderer is not known.');
+    expect(report.config.integrations.has_civitai_api_key).toBe(true);
+    expect(report.redacted).toBe(0);
+    expect(report.viewerjs).toBe('1.15.2');
+    expect(Object.keys(report.checks)).toEqual(['database', 'dependencies', 'comfyui_output', 'image_monitor']);
+    expect(text).not.toContain(KEY);
+    expect(text).not.toContain('pm-browser-');
+    const strings = [];
+    const walk = value => {
+        if (typeof value === 'string') strings.push(value);
+        else if (value && typeof value === 'object') Object.values(value).forEach(walk);
+    };
+    walk(report);
+    expect(strings.filter(value => /^(\/|[A-Za-z]:[\\/]|\\\\)/.test(value))).toEqual([]);
+    // A refused report names the job and saves nothing.
+    await page.route(`**${REPORT_URL}`, route => route.fulfill({ status: 409, contentType: 'application/json',
+        body: JSON.stringify({ success: false, code: 'busy', error: 'busy', running: { id: 'a'.repeat(32), title: 'Restore' } }) }));
+    let saved = false;
+    page.on('download', () => { saved = true; });
+    await surfaceOf(page, 'Diagnostics').getByRole('button', { name: 'Download diagnostic report', exact: true }).click();
+    await expect(toast(page)).toHaveText('Busy: Restore is running. Try again when it ends.');
+    await page.unroute(`**${REPORT_URL}`);
+    await page.route(`**${REPORT_URL}`, route => route.fulfill({ status: 500, contentType: 'application/json',
+        body: JSON.stringify({ success: false, error: 'The diagnostic report could not be built.' }) }));
+    await surfaceOf(page, 'Diagnostics').getByRole('button', { name: 'Download diagnostic report', exact: true }).click();
+    await expect(toast(page)).toHaveText('The diagnostic report could not be downloaded. Nothing was saved to this device.');
+    expect(saved).toBe(false);
+});
+
+test('Inspect opens the Inspect a file page and writes nothing', async ({ page, request }) => {
+    const before = await serverJson(request, '/__test__/system/digest');
+    const mutations = [];
+    page.on('request', item => { if (!['GET', 'HEAD', 'OPTIONS'].includes(item.method())) mutations.push(item.url()); });
+    await openDiagnostics(page);
+    const row = operation(page, 'Image-link diagnostics');
+    await expect(row.locator('p')).toHaveText('Check a file-to-prompt association without changing it.');
+    await row.getByRole('button', { name: 'Inspect', exact: true }).click();
+    await expect(page).toHaveURL(`${workspace}#/inspect`);
+    await expect(page.locator('#workspace-main h1')).toHaveText('Inspect a file');
+    expect(mutations).toEqual([]);
+    expect(await serverJson(request, '/__test__/system/digest')).toEqual(before);
+});
+
+test('Create test link confirms first and names the prompt', async ({ page, request }) => {
+    const [prompt] = (await serverJson(request, '/prompt_manager/recent?limit=1')).results;
+    const posts = [];
+    page.on('request', item => { if (item.url().endsWith(TEST_LINK_URL)) posts.push(item.postDataJSON()); });
+    await openDiagnostics(page);
+    const row = operation(page, 'Test image link');
+    await expect(row.locator('p')).toHaveText('Write a placeholder image record to check that linking works.');
+    const create = row.getByRole('button', { name: 'Create test link…', exact: true });
+    await expect(create).not.toHaveAttribute('aria-disabled', 'true');
+    await create.click();
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Create test link');
+    await expect(dialog(page).locator('#modal-body > p')).toHaveText(new RegExp('^Writes a placeholder image record '
+        + `\\(prompt_manager_test_link\\.png\\) linked to prompt #${prompt.id} “.+”\\. Maintenance › Missing-file links removes it later\\.$`));
+    await dialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    await expect(dialog(page)).toHaveCount(0);
+    expect(posts).toEqual([]);
+    await create.click();
+    await dialog(page).getByRole('button', { name: 'Create', exact: true }).click();
+    await expect(toast(page)).toHaveText(/^Test link created \(image record \d+\)\.$/);
+    expect(posts).toEqual([{ prompt_id: prompt.id }]);
+    // A failed write says nothing was changed.
+    await page.route(`**${TEST_LINK_URL}`, route => route.fulfill({ status: 500, contentType: 'application/json',
+        body: JSON.stringify({ success: false, error: 'Test link failed' }) }));
+    await create.click();
+    await dialog(page).getByRole('button', { name: 'Create', exact: true }).click();
+    await expect(toast(page)).toHaveText('The test link could not be created. Nothing was changed.');
+    // With no prompt to link, the button is unavailable and says why.
+    await page.route('**/prompt_manager/recent?limit=1', route => route.fulfill({ status: 200, contentType: 'application/json',
+        body: JSON.stringify({ success: true, results: [] }) }));
+    await openDiagnostics(page);
+    await expect(operation(page, 'Test image link').locator('p'))
+        .toHaveText('Write a placeholder image record to check that linking works. Add a prompt first.');
+    await expect(operation(page, 'Test image link').getByRole('button')).toHaveAttribute('aria-disabled', 'true');
+});
+
+// ── Task 5: the log viewer, statistics and runtime settings ─────────────────────────────────────────────────────────
+
+test('level filter is minimum-level over all six choices', async ({ page, request }) => {
+    await seedLogs(request);
+    const urls = [];
+    page.on('request', item => { if (new URL(item.url()).pathname === LOGS_URL) urls.push(new URL(item.url()).search); });
+    await openDiagnostics(page);
+    const level = page.locator('#log-level');
+    await expect(level.locator('option')).toHaveText(['All levels', 'DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL']);
+    await expect(page.locator('label[for="log-level"]')).toHaveText('Level');
+    // All levels: the concept's four lines first, newest first, in its format.
+    await expect(lines(page)).toContainText('09:42:18 INFO  Scan completed: 12 enriched, 0 duplicate links\n'
+        + '09:42:18 WARNING 3 images have ambiguous prompt metadata\n09:39:04 INFO  Database backup verified\n'
+        + '09:38:52 INFO  Source monitor started: output');
+    for (const line of (await lines(page).textContent()).split('\n')) expect(line).toMatch(/^\d\d:\d\d:\d\d [A-Z]+ +\S/);
+    expect(urls.at(-1)).toBe('?limit=100');
+    for (const minimum of LEVELS) {
+        await level.selectOption(minimum);
+        await expect.poll(() => urls.at(-1)).toBe(`?limit=100&level=${minimum}`);
+        await expect(lines(page)).toContainText('CRITICAL The database could not be opened');
+        const shown = await shownLevels(page);
+        expect(shown.every(name => LEVELS.indexOf(name) >= LEVELS.indexOf(minimum)), `${minimum}: ${shown}`).toBe(true);
+        if (minimum === 'DEBUG') await expect(lines(page)).toContainText('DEBUG Thumbnail cache lookup');
+        if (minimum === 'WARNING') {
+            await expect(lines(page)).not.toContainText('Database backup verified');
+            await expect(lines(page)).toContainText('ERROR A source folder could not be read');
+        }
+    }
+    await level.selectOption('');
+    await expect.poll(() => urls.at(-1)).toBe('?limit=100');
+});
+
+test('Lines accepts 1 to 500 and sends nothing when invalid', async ({ page, request }) => {
+    await seedLogs(request, { filler: 30 });
+    const urls = [];
+    page.on('request', item => { if (new URL(item.url()).pathname === LOGS_URL) urls.push(new URL(item.url()).search); });
+    await openDiagnostics(page);
+    const limit = page.locator('#log-limit');
+    await expect(page.locator('label[for="log-limit"]')).toHaveText('Lines');
+    await expect(limit).toHaveValue('100');
+    expect(await limit.evaluate(node => [node.type, node.min, node.max, node.title]))
+        .toEqual(['number', '1', '500', 'Lines to show: a whole number from 1 to 500.']);
+    await limit.fill('20');
+    await limit.dispatchEvent('change');
+    await expect.poll(() => urls.at(-1)).toBe('?limit=20');
+    await expect.poll(async () => (await lines(page).textContent()).split('\n').length).toBe(20);
+    const sent = urls.length;
+    for (const value of ['0', '501', '2.5', '']) {
+        await limit.fill(value);
+        await limit.dispatchEvent('change');
+        await expect(limit).toHaveAttribute('aria-invalid', 'true');
+    }
+    // A Level change while Lines is invalid sends nothing either.
+    await page.locator('#log-level').selectOption('WARNING');
+    await page.evaluate(() => new Promise(resolve => requestAnimationFrame(() => requestAnimationFrame(resolve))));
+    expect(urls.length).toBe(sent);
+    await limit.fill('500');
+    await limit.dispatchEvent('change');
+    await expect(limit).not.toHaveAttribute('aria-invalid');
+    await expect.poll(() => urls.at(-1)).toBe('?limit=500&level=WARNING');
+});
+
+test('logs refresh handles empty, error and stale answers', async ({ page, request }) => {
+    await seedLogs(request);
+    await openDiagnostics(page);
+    const level = page.locator('#log-level');
+    const refresh = surfaceOf(page, 'Logs').getByRole('button', { name: 'Refresh', exact: true });
+    // Empty: nothing at this level once the buffer is cleared.
+    await expect(await request.post('/__test__/logs/reset')).toBeOK();
+    await level.selectOption('CRITICAL');
+    await expect(lines(page)).toHaveText('No log entries at this level.');
+    // Error.
+    await page.route(`**${LOGS_URL}?*`, route => route.fulfill({ status: 500, contentType: 'application/json',
+        body: JSON.stringify({ success: false, error: 'boom', logs: [] }) }));
+    await refresh.click();
+    await expect(lines(page)).toHaveText('The log could not be read.');
+    await page.unroute(`**${LOGS_URL}?*`);
+    // Stale: an older answer that arrives after a newer request never paints.
+    await seedLogs(request);
+    await expect(await request.post('/__test__/hold', { data: { path: LOGS_URL } })).toBeOK();
+    await level.selectOption('DEBUG');
+    await expect.poll(async () => (await serverJson(request, '/__test__/hold')).held[LOGS_URL] ?? 0).toBe(1);
+    await level.selectOption('ERROR');
+    await expect.poll(async () => (await serverJson(request, '/__test__/hold')).held[LOGS_URL] ?? 0).toBe(2);
+    await expect(await request.post('/__test__/release')).toBeOK();
+    await expect(lines(page)).toContainText('CRITICAL The database could not be opened');
+    await page.evaluate(() => new Promise(resolve => requestAnimationFrame(() => requestAnimationFrame(resolve))));
+    expect((await shownLevels(page)).every(name => ['ERROR', 'CRITICAL'].includes(name))).toBe(true);
+});
+
+test('log statistics show entries, errors, warnings, files and size', async ({ page, request }) => {
+    await seedLogs(request, { rotated: [2048, 1024], other: true, link: true, active: 512 });
+    await openDiagnostics(page);
+    const stats = page.getByRole('status', { name: 'Log statistics', exact: true });
+    await expect(stats).toHaveAttribute('id', 'log-stats');
+    const text = await stats.textContent();
+    const match = /^([\d,]+) entr(?:y|ies) in memory · (\d+) errors? · (\d+) warnings? · (\d+) files? · (.+) on disk$/.exec(text);
+    expect(match, text).not.toBeNull();
+    const [, entries, errors, warnings, files, size] = match;
+    expect(Number(entries.replace(/,/g, ''))).toBeGreaterThanOrEqual(7);
+    expect(Number(errors)).toBeGreaterThanOrEqual(2);
+    expect(Number(warnings)).toBeGreaterThanOrEqual(1);
+    // The active log, two rotated copies and the .bak; the link is not counted (Rule R).
+    expect(Number(files)).toBe(4);
+    expect(size).toMatch(/^[\d.]+ (bytes|KB|MB)$/);
+});
+
+test('Download log saves the active log', async ({ page, request }) => {
+    await seedLogs(request, { active: 300 });
+    await openDiagnostics(page);
+    const download = page.waitForEvent('download');
+    await surfaceOf(page, 'Logs').getByRole('button', { name: 'Download log', exact: true }).click();
+    const file = await download;
+    expect(file.suggestedFilename()).toBe('prompt_manager.log');
+    expect((await readBlob(file)).length).toBeGreaterThanOrEqual(300);
+    await page.route('**/prompt_manager/logs/download/**', route => route.fulfill({ status: 404, contentType: 'application/json',
+        body: JSON.stringify({ success: false, error: 'Log file not found' }) }));
+    await surfaceOf(page, 'Logs').getByRole('button', { name: 'Download log', exact: true }).click();
+    await expect(toast(page)).toHaveText('The log could not be downloaded.');
+});
+
+test('runtime level (including CRITICAL) and console logging save and say they apply until the server restarts',
+    async ({ page, request }) => {
+        const posts = [];
+        page.on('request', item => { if (item.method() === 'POST' && item.url().endsWith(CONFIG_URL)) posts.push(item.postDataJSON()); });
+        await openDiagnostics(page);
+        const level = settingOf(page, 'Runtime log level');
+        await expect(level.locator('p')).toHaveText('How much the server writes to the log. Applied until the server restarts.');
+        await expect(level.locator('option')).toHaveText(['INFO', 'WARNING', 'DEBUG', 'ERROR', 'CRITICAL']);
+        await expect(level.locator('select')).toHaveValue('INFO');
+        const consoleRow = settingOf(page, 'Console logging');
+        await expect(consoleRow.locator('p')).toHaveText('Print Prompt Manager’s warnings and errors in the ComfyUI console '
+            + '(everything at DEBUG). Applied until the server restarts.');
+        const toggle = consoleRow.locator('input[type="checkbox"]');
+        await expect(toggle).toBeChecked();
+        await level.locator('select').selectOption('CRITICAL');
+        await toggle.uncheck();
+        await expect(status(page)).toHaveText('Unsaved changes.');
+        await save(page).click();
+        await expect(status(page)).toHaveText('Applied until the server restarts.');
+        expect(posts).toEqual([{ level: 'CRITICAL', console_logging: false }]);
+        const { config } = await serverJson(request, CONFIG_URL);
+        expect([config.level, config.console_logging]).toEqual(['CRITICAL', false]);
+        // Read again on a fresh page: the server's values.
+        await openDiagnostics(page);
+        await expect(settingOf(page, 'Runtime log level').locator('select')).toHaveValue('CRITICAL');
+        await expect(settingOf(page, 'Console logging').locator('input[type="checkbox"]')).not.toBeChecked();
+        // Only the changed key is sent.
+        await settingOf(page, 'Runtime log level').locator('select').selectOption('DEBUG');
+        await save(page).click();
+        await expect(status(page)).toHaveText('Applied until the server restarts.');
+        expect(posts.at(-1)).toEqual({ level: 'DEBUG' });
+    });
+
+test('a refused runtime value is marked invalid', async ({ page }) => {
+    await page.route(`**${CONFIG_URL}`, route => (route.request().method() === 'POST'
+        ? route.fulfill({ status: 400, contentType: 'application/json', body: JSON.stringify({ success: false, error: 'Invalid log level' }) })
+        : route.continue()));
+    await openDiagnostics(page);
+    const select = settingOf(page, 'Runtime log level').locator('select');
+    await select.selectOption('WARNING');
+    await save(page).click();
+    await expect(status(page)).toHaveText('Some changes were not saved. Review the highlighted settings.');
+    await expect(select).toHaveAttribute('aria-invalid', 'true');
+    await expect(settingOf(page, 'Console logging').locator('input[type="checkbox"]')).not.toHaveAttribute('aria-invalid');
+    // The draft stays: an edit clears the mark.
+    await expect(select).toHaveValue('WARNING');
+    await select.selectOption('ERROR');
+    await expect(select).not.toHaveAttribute('aria-invalid');
+});
+
+test('runtime values that cannot be read stay disabled and say so', async ({ page }) => {
+    await page.route(`**${CONFIG_URL}`, route => route.fulfill({ status: 500, contentType: 'application/json',
+        body: JSON.stringify({ success: false, error: 'boom' }) }));
+    await openDiagnostics(page);
+    for (const label of ['Runtime log level', 'Console logging']) {
+        const row = settingOf(page, label);
+        await expect(row.locator('p.small')).toHaveText('The current value could not be read.');
+        await expect(row.locator('select, input[type="checkbox"]')).toBeDisabled();
+    }
+});
+
+// ── Task 6: log files, the reviewed cleanup and Clear all logs ─────────────────────────────────────────────────────
+
+const LOG_FOLDER = { rotated: [3000, 2048, 1024], other: true, link: true, active: 100 };
+const LINKS = process.platform === 'win32' ? 0 : 1;
+
+test('Review log cleanup lists only rotated copies and keeps the rest', async ({ page, request }) => {
+    await seedLogs(request, LOG_FOLDER);
+    const before = await names(request);
+    const previews = [];
+    page.on('request', item => { if (item.url().endsWith(PREVIEW_URL)) previews.push(item.postDataJSON()); });
+    await openDiagnostics(page);
+    const details = await openFiles(page);
+    await expect(details.locator(':scope > p.small').first()).toHaveText(/^prompt_manager\.log · [\d.]+ (bytes|KB) · rotated copies: 3$/);
+    await details.getByRole('button', { name: 'Review log cleanup', exact: true }).click();
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Review maintenance plan');
+    await expect(dialog(page).locator('#modal-body > h3')).toHaveText('Rotated log copies');
+    expect(previews).toEqual([{ operation: 'rotated_logs', options: {} }]);
+    const grid = await dialog(page).locator('dl.meta-grid > div').evaluateAll(items => items.map(item =>
+        [item.querySelector('dt').textContent, item.querySelector('dd').textContent]));
+    expect(grid.map(([term]) => term)).toEqual(['Scope', 'Protected', 'Backup', 'Media on disk']);
+    expect(grid[0][1]).toMatch(/^3 rotated log copies · 5\.9 KB$/);
+    expect(grid[1][1]).toBe(['Kept: the active log', ...(LINKS ? ['Kept: 1 link'] : []), 'Kept: 1 other file'].join(' · '));
+    expect(grid[2][1]).toBe('Not needed: no library record changes');
+    expect(grid[3][1]).toBe('Deletes only the listed log files. No image, video or library record changes.');
+    await expect(dialog(page).locator('details > summary')).toHaveText('Listed files (3)');
+    await expect(dialog(page).locator('details pre')).toHaveText(/^prompt_manager\.log\.1 · 2\.9 KB · .+\nprompt_manager\.log\.2 · 2\.0 KB · .+\nprompt_manager\.log\.3 · 1\.0 KB · .+$/);
+    // No D55 backup box: nothing in the library changes.
+    await expect(dialog(page).locator('.notice')).toHaveCount(0);
+    await expect(dialog(page).getByRole('button', { name: 'Back up now' })).toHaveCount(0);
+    await dialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    await expect(dialog(page)).toHaveCount(0);
+    expect(await names(request)).toEqual(before);
+});
+
+test('Apply deletes exactly the listed files and Activity lists them', async ({ page, request }) => {
+    await seedLogs(request, LOG_FOLDER);
+    await openDiagnostics(page);
+    const details = await openFiles(page);
+    await details.getByRole('button', { name: 'Review log cleanup', exact: true }).click();
+    await dialog(page).getByRole('button', { name: 'Apply reviewed operation', exact: true }).click();
+    await expect(dialog(page)).toHaveCount(0);
+    await expect(page).toHaveURL(/#\/activity\/[0-9a-f]{32}$/);
+    const job = await ended(request, page.url().split('/').pop());
+    expect([job.kind, job.state, job.title, job.counters.changed]).toEqual(['maintenance', 'finished', 'Rotated log copies', 3]);
+    await expect(toast(page)).toHaveText(/Rotated log copies (started|finished · 3 changed)/);
+    const main = page.locator('#workspace-main');
+    await expect(main.locator('h1')).toHaveText('Rotated log copies');
+    for (const name of ['prompt_manager.log.1', 'prompt_manager.log.2', 'prompt_manager.log.3']) await expect(main).toContainText(name);
+    // Only those three are gone: the active log, the user's .bak and the link are kept.
+    expect(await names(request)).toEqual(['prompt_manager.log', ...(LINKS ? ['prompt_manager.log.4'] : []), 'prompt_manager.log.bak']);
+});
+
+test('a rollover after the review deletes nothing and Activity offers Review again', async ({ page, request }) => {
+    await seedLogs(request, LOG_FOLDER);
+    await openDiagnostics(page);
+    const details = await openFiles(page);
+    await details.getByRole('button', { name: 'Review log cleanup', exact: true }).click();
+    await expect(dialog(page).locator('#modal-body > h3')).toHaveText('Rotated log copies');
+    await expect(await request.post('/__test__/logs/rotate')).toBeOK();
+    const rolled = await serverJson(request, '/__test__/logs/state');
+    await dialog(page).getByRole('button', { name: 'Apply reviewed operation', exact: true }).click();
+    await expect(page).toHaveURL(/#\/activity\/[0-9a-f]{32}$/);
+    const job = await ended(request, page.url().split('/').pop());
+    expect([job.state, job.scope.failure]).toEqual(['failed', 'plan-changed']);
+    await expect(page.locator('#workspace-main')).toContainText(CHANGED);
+    expect((await serverJson(request, '/__test__/logs/state')).entries.map(entry => entry.name))
+        .toEqual(rolled.entries.map(entry => entry.name));
+    const previews = [];
+    page.on('request', item => { if (item.url().endsWith(PREVIEW_URL)) previews.push(item.postDataJSON()); });
+    await page.locator('#workspace-main').getByRole('button', { name: 'Review again', exact: true }).click();
+    await expect(dialog(page).locator('#modal-body > h3')).toHaveText('Rotated log copies');
+    expect(previews).toEqual([{ operation: 'rotated_logs', options: {} }]);
+});
+
+test('Clear all logs states both counts, confirms first and reads everything again', async ({ page, request }) => {
+    await seedLogs(request, LOG_FOLDER);
+    const truncates = [];
+    page.on('request', item => { if (item.url().endsWith('/prompt_manager/logs/truncate')) truncates.push(item.url()); });
+    await openDiagnostics(page);
+    await expect(lines(page)).toContainText('Database backup verified');
+    const details = await openFiles(page);
+    const clearRow = operation(page, 'Clear all logs');
+    await expect(clearRow.locator('p')).toHaveText('Empty the active log and delete its rotated copies.');
+    const clear = clearRow.getByRole('button', { name: 'Clear all logs…', exact: true });
+    await expect(clear).toHaveClass(/\bdanger\b/);
+    await clear.click();
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Clear all logs');
+    await expect(dialog(page).locator('#modal-body > p')).toHaveText('Empties prompt_manager.log, deletes 3 rotated copies (5.9 KB) '
+        + 'and clears the lines shown here. The other files in the log folder are kept. This cannot be undone.');
+    await dialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    await expect(dialog(page)).toHaveCount(0);
+    expect(truncates).toEqual([]);
+    await clear.click();
+    await dialog(page).getByRole('button', { name: 'Clear', exact: true }).click();
+    await expect(toast(page)).toHaveText('Logs cleared · 3 rotated copies deleted.');
+    expect(truncates).toHaveLength(1);
+    // Read again: the viewer, the file line and the list.
+    await expect(lines(page)).not.toContainText('Database backup verified');
+    await expect(details.locator(':scope > p.small').first()).toHaveText(/rotated copies: 0$/);
+    const kept = ['prompt_manager.log', 'prompt_manager.log.bak', ...(LINKS ? ['prompt_manager.log.4'] : [])];
+    // The server lists newest first: compare as a set.
+    await expect.poll(async () => (await details.locator('.operation-list h3').allTextContents()).sort()).toEqual([...kept].sort());
+    expect(await names(request)).toEqual(['prompt_manager.log', ...(LINKS ? ['prompt_manager.log.4'] : []), 'prompt_manager.log.bak']);
+});
+
+test('Clear all logs reads the files again before it states what it deletes', async ({ page, request }) => {
+    await seedLogs(request, { rotated: [1024], active: 100 });
+    await openDiagnostics(page);
+    const details = await openFiles(page);
+    await expect(details.locator(':scope > p.small').first()).toHaveText(/rotated copies: 1$/);
+    // The log rolls over while the page stays open: Clear names what it deletes now, not the count shown.
+    await seedLogs(request, { records: false, rotated: [1024, 1024, 1024] });
+    await operation(page, 'Clear all logs').getByRole('button', { name: 'Clear all logs…', exact: true }).click();
+    await expect(dialog(page).locator('#modal-body > p')).toHaveText(/^Empties prompt_manager\.log, deletes 3 rotated copies \(3\.0 KB\) /);
+    await expect(details.locator(':scope > p.small').first()).toHaveText(/rotated copies: 3$/);
+    await dialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    // A list that cannot be read gives the general sentence, never an old count.
+    await page.route('**/prompt_manager/logs/files', route => route.fulfill({ status: 500, contentType: 'application/json',
+        body: JSON.stringify({ success: false, error: 'boom', files: [] }) }));
+    await operation(page, 'Clear all logs').getByRole('button', { name: 'Clear all logs…', exact: true }).click();
+    await expect(dialog(page).locator('#modal-body > p')).toHaveText(/^Empties prompt_manager\.log, deletes its rotated copies and clears/);
+    await dialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    expect(await names(request)).toEqual(['prompt_manager.log', 'prompt_manager.log.1', 'prompt_manager.log.2', 'prompt_manager.log.3']);
+});
+
+test('each listed file downloads by its returned name and a link has no Download', async ({ page, request }) => {
+    await seedLogs(request, LOG_FOLDER);
+    await openDiagnostics(page);
+    const details = await openFiles(page);
+    await expect(details.locator(':scope > p.small').nth(1))
+        .toHaveText('Rotates at 10 MB · keeps 5 rotated copies · file logging on · memory buffer 1,000 entries');
+    const list = details.locator('.operation-list');
+    expect((await list.locator('h3').allTextContents()).sort()).toEqual(['prompt_manager.log', 'prompt_manager.log.1',
+        'prompt_manager.log.2', 'prompt_manager.log.3', ...(LINKS ? ['prompt_manager.log.4'] : []), 'prompt_manager.log.bak'].sort());
+    const item = name => list.locator('.operation').filter({ has: page.locator(`h3:text-is("${name}")`) });
+    await expect(item('prompt_manager.log.1').locator('p')).toHaveText(/^2\.9 KB · \d{4}-\d\d-\d\d \d\d:\d\d · Rotated copy$/);
+    await expect(item('prompt_manager.log.bak').locator('p')).toHaveText(/^0 bytes · .+ · Other file$/);
+    if (LINKS) {
+        await expect(item('prompt_manager.log.4').locator('p')).toHaveText(/ · Link, not downloaded$/);
+        await expect(item('prompt_manager.log.4').getByRole('button')).toHaveCount(0);
+    }
+    for (const name of ['prompt_manager.log.1', 'prompt_manager.log.bak']) {
+        const download = page.waitForEvent('download');
+        await item(name).getByRole('button', { name: `Download ${name}`, exact: true }).click();
+        const file = await download;
+        expect(file.suggestedFilename()).toBe(name);
+        if (name === 'prompt_manager.log.1') expect((await readBlob(file)).length).toBe(3000);
+    }
+});

tests/browser/workspace-system-integrations.spec.mjs

@@ -322,7 +322,7 @@ test('a partial save made from Integrations keeps its outcome when Sources opens
 
 test('Review import shows replacement, blocked items and network effects with the backup box; Start opens the job (D107)',
     async ({ page, request }) => {
-        await lora(request, { loras: 3, civitai: true, previous: 2 });
+        await lora(request, { loras: 3, civitai: true, preview: false, previous: 2 });
         const previews = [];
         const applies = [];
         page.on('request', item => {
@@ -339,13 +339,17 @@ test('Review import shows replacement, blocked items and network effects with th
         await expect(dialog(page).locator('#modal-body > h3')).toHaveText('LoRA reference data');
         expect(previews).toEqual([{}]);
         expect(await gridOf(page)).toEqual([
+            ['LoraManager', 'environment settings · alongside storage · library default'],
             ['Scope', 'Replace 2 imported prompts with 3 LoRAs'],
-            ['Found', '3 metadata files · 3 readable'],
+            ['Found', '3 metadata files · 3 LoRAs · 0 with local images'],
             ['Protected', 'Nothing is protected'],
             ['Network', 'Downloads up to 3 example images from CivitAI'],
             ['Backup', 'Create and verify before changes (browser.db.backup_<date and time>)'],
             ['Media on disk', 'No files are removed; image links are replaced'],
         ]);
+        // #355: the settings file the server read is the LoraManager row's hover title.
+        await expect(dialog(page).locator('dl.meta-grid > div').first().locator('dd'))
+            .toHaveAttribute('title', /lora-manager-settings[\/\\]settings\.json$/);
         await expect(dialog(page).locator('details > summary')).toHaveText('LoRAs found (3)');
         await expect(dialog(page).locator('.notice h3')).toHaveText('Back up the database first (recommended)');
         await expect(dialog(page).locator('p.small').last()).toContainText('stay in the image cache');
@@ -381,7 +385,8 @@ test('saved pairs block the import: the review explains it and offers only Close
     await openIntegrations(page);
     await enable(page);
     await layoutOf(page).getByRole('button', { name: 'Review import', exact: true }).click();
-    expect((await gridOf(page))[2]).toEqual(['Protected', '1 imported prompt used by saved pairs']);
+    // gridOf reads once; poll until the review has rendered its rows.
+    await expect.poll(async () => (await gridOf(page))[3]).toEqual(['Protected', '1 imported prompt used by saved pairs']);
     await expect(dialog(page).locator('p.small')).toHaveText(
         'Delete or change the saved pairs that use these prompts, then review the import again. Nothing was changed.');
     expect(await dialog(page).locator('.dialog-actions button').allTextContents()).toEqual(['Close']);
@@ -389,6 +394,51 @@ test('saved pairs block the import: the review explains it and offers only Close
     await expect(dialog(page)).toHaveCount(0);
 });
 
+test('unusable LoraManager settings: the review says why and offers only Close (#355)', async ({ page, request }) => {
+    await lora(request, { previous: 1, settings: 'invalid' });
+    await openIntegrations(page);
+    await enable(page);
+    const before = await serverJson(request, '/__test__/integrations/state');
+    await layoutOf(page).getByRole('button', { name: 'Review import', exact: true }).click();
+    await expect.poll(async () => (await gridOf(page))[0])
+        .toEqual(['LoraManager', 'Not usable: the settings file is not valid JSON']);
+    await expect(dialog(page).locator('p.small')).toHaveText(
+        'LoraManager settings: not usable: the settings file is not valid JSON. Nothing was changed.');
+    expect(await dialog(page).locator('.dialog-actions button').allTextContents()).toEqual(['Close']);
+    await dialog(page).getByRole('button', { name: 'Close', exact: true }).click();
+    await expect(dialog(page)).toHaveCount(0);
+    expect(await serverJson(request, '/__test__/integrations/state')).toEqual(before);
+});
+
+test('imported LoRA previews show on the Library card and open in the inspector and viewer (#355 G6)', async ({ page, request }) => {
+    await lora(request, { loras: 1 });
+    await openIntegrations(page);
+    await enable(page);
+    await layoutOf(page).getByRole('button', { name: 'Review import', exact: true }).click();
+    await dialog(page).getByRole('button', { name: 'Start import', exact: true }).click();
+    await expect(page).toHaveURL(/#\/activity\/[0-9a-f]{32}$/);
+    expect((await ended(request, page.url().split('/').pop())).state).toBe('finished');
+    await page.goto(`${workspace}#/library`);
+    const card = page.locator('#workspace-main article.prompt-card').filter({ hasText: 'Style 01' });
+    const cover = card.locator('.card-art img');
+    await expect(cover).toHaveAttribute('src', /\/prompt_manager\/images\/serve\/style_01\.png\?root=\d+&root_scope=[0-9a-f]{64}$/);
+    await expect.poll(() => cover.evaluate(node => node.complete && node.naturalWidth)).toBeGreaterThan(0);
+    await expect(card.locator('.card-art')).not.toContainText('No available image previews');
+    // The prompt's gallery: Info inspects the file and the viewer opens it; no Tag action or star for LoRA media.
+    await card.getByRole('button', { name: 'Explore history', exact: true }).click();
+    const item = page.getByRole('region', { name: 'Shared gallery', exact: true }).locator('article[data-image-key]').first();
+    await expect(item.getByRole('button', { name: 'Tag or auto-tag style_01.png', exact: true })).toHaveCount(0);
+    await expect(item.locator('.star-button')).toHaveCount(0);
+    await item.getByRole('button', { name: 'Inspect style_01.png', exact: true }).click();
+    const inspector = page.getByRole('complementary', { name: 'Selected image details', exact: true });
+    await expect(inspector).toContainText('style_01.png');
+    await item.getByRole('button', { name: 'Open style_01.png', exact: true }).click();
+    await expect(page.locator('dialog[open] .viewer-canvas img')).toBeVisible();
+    await expect.poll(() => page.locator('dialog[open] .viewer-canvas img').evaluate(node => node.complete && node.naturalWidth))
+        .toBeGreaterThan(0);
+    await page.keyboard.press('Escape');
+});
+
 test('a failed import keeps old imports and its job says so', async ({ page, request }) => {
     await lora(request, { loras: 2, previous: 2 });
     await openIntegrations(page);
@@ -407,7 +457,7 @@ test('a failed import keeps old imports and its job says so', async ({ page, req
 });
 
 test('the import can be cancelled while it downloads; then nothing is written', async ({ page, request }) => {
-    await lora(request, { loras: 2, civitai: true, previous: 1 });
+    await lora(request, { loras: 2, civitai: true, preview: false, previous: 1 });
     await openIntegrations(page);
     await enable(page);
     const before = await serverJson(request, '/__test__/integrations/state');

tests/browser/workspace-system-sources.spec.mjs

@@ -429,7 +429,9 @@ test('Rebuild all is explicit and the plan line says every preview is regenerate
     await expect(page).toHaveURL(/#\/activity\/[0-9a-f]{32}$/);
     expect(seen.starts).toEqual([{ mode: 'rebuild' }]);
     const id = page.url().split('/').pop();
-    await expect.poll(async () => (await serverJson(request, `/prompt_manager/jobs/${id}`)).job.state).toBe('finished');
+    // Rebuild regenerates all 24 previews with real image work: on a busy CI
+    // runner that took over 5 s (12 of 24 done at the default poll budget).
+    await expect.poll(async () => (await serverJson(request, `/prompt_manager/jobs/${id}`)).job.state, { timeout: 30000 }).toBe('finished');
 });
 
 test('a plan that cannot be read says so; Start still starts', async ({ page }) => {

tests/browser/workspace-system-tagging.spec.mjs

@@ -0,0 +1,394 @@
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+
+// System › Auto-tagging (#328, System S11 Tasks 6–7) on the tagging fixture (workspace_tagging_fixture.py) with the
+// injected fake model: no model file exists and nothing is downloaded or run for real. The fake download waits on the
+// fixture (`/__test__/tagging/download {mode}`), and every reset releases it. Every test asserts that no legacy
+// download stream (`/autotag/download/`) was requested: the section downloads only through the Activity job.
+const workspace = '/prompt_manager/workspace';
+const MODELS_URL = '/prompt_manager/autotag/models';
+const PREVIEW_URL = '/prompt_manager/autotag/batch/preview';
+const SETTINGS_URL = '/prompt_manager/settings';
+const MODEL_LABELS = ['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB'];
+const FIRST = 'tagging/dunes_00001.png';
+const SECOND = 'tagging/dunes_00002.png';
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    await expect(await request.post('/__test__/tagging/reset', { data: {} })).toBeOK();
+    await expect(await request.post('/__test__/system/reset')).toBeOK();
+    await expect(await request.post('/__test__/jobs/restart')).toBeOK();
+    page.systemErrors = [];
+    page.on('pageerror', error => page.systemErrors.push(error.message));
+    page.downloads = [];
+    page.modelCalls = [];
+    page.on('request', item => {
+        const { pathname } = new URL(item.url());
+        if (pathname.includes('/autotag/download/')) page.downloads.push(pathname);
+        if (pathname.startsWith('/prompt_manager/autotag/') || pathname.startsWith('/prompt_manager/image-annotations/suggest')
+            || pathname.startsWith('/prompt_manager/jobs/model-download')) page.modelCalls.push(`${item.method()} ${pathname}`);
+    });
+});
+
+test.afterEach(async ({ page, request, browserName }) => {
+    await saveCoverage(page, browserName);
+    // The reset releases a held fake download, so no runner outlives the test.
+    await request.post('/__test__/tagging/reset', { data: {} });
+    await request.post('/__test__/jobs/restart');
+    await request.post('/__test__/system/reset');
+    expect(page.systemErrors).toEqual([]);
+    expect(page.downloads).toEqual([]);
+});
+
+const toast = page => page.locator('#workspace-toast');
+const layoutOf = page => page.locator('#workspace-main .settings-layout');
+const dialog = page => page.locator('dialog#modal[open]');
+const status = page => page.locator('#settings-status');
+const save = page => page.getByRole('button', { name: 'Save preferences', exact: true });
+const surface = page => layoutOf(page).locator(':scope > section.surface');
+const settingOf = (page, label) => layoutOf(page).locator('.setting-row').filter({ has: page.locator(`label:text-is("${label}")`) });
+const modelRow = page => settingOf(page, 'Tagging model');
+const actionOf = (page, name) => surface(page).locator(':scope > .row-actions').getByRole('button', { name, exact: true });
+const reviewButton = page => surface(page).locator('.operation').getByRole('button', { name: 'Review', exact: true });
+const card = (page, path) => page.locator(`article[data-image-key="0:${path}"]`);
+const tagDialog = page => page.getByRole('dialog', { name: 'Tag image', exact: true });
+const gridOf = page => dialog(page).locator('dl.meta-grid > div').evaluateAll(items => items.map(item =>
+    [item.querySelector('dt').textContent, item.querySelector('dd').textContent]));
+
+async function serverJson(request, url) {
+    const response = await request.get(url);
+    await expect(response).toBeOK();
+    return response.json();
+}
+
+async function fakeDownload(request, mode) {
+    await expect(await request.post('/__test__/tagging/download', { data: { mode } })).toBeOK();
+}
+
+async function unavailable(request, models) {
+    await expect(await request.post('/__test__/tagging/models', { data: { unavailable: models } })).toBeOK();
+}
+
+async function ended(request, id) {
+    await expect.poll(async () => (await serverJson(request, `/prompt_manager/jobs/${id}`)).job.state).not.toBe('running');
+    return (await serverJson(request, `/prompt_manager/jobs/${id}`)).job;
+}
+
+/** System › Auto-tagging on a fresh page (the drafts live for the page session, Q10), settled on the model status. */
+async function openTagging(page) {
+    if (page.url().endsWith('#/system/tagging')) await page.reload();
+    else await page.goto(`${workspace}#/system/tagging`);
+    await expect(surface(page)).toHaveCount(1);
+    await expect(page.locator('#tag-model')).toBeEnabled();
+    await expect(modelRow(page).locator('p').first()).not.toHaveText('Loading model status…');
+}
+
+/** Select `path` in Images (the concept's `state.selectedImage`), then open System › Auto-tagging from the sidebar. */
+async function selectThenOpen(page, path) {
+    await page.goto(`${workspace}#/images`);
+    await card(page, path).getByRole('button', { name: `Inspect ${path.split('/').pop()}`, exact: true }).click();
+    await expect(card(page, path)).toHaveClass(/\bselected\b/);
+    await page.locator('aside.sidebar a[href="#/system"]').click();
+    await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
+    await expect(page.locator('#tag-model')).toBeEnabled();
+    await expect(modelRow(page).locator('p').first()).not.toHaveText('Loading model status…');
+}
+
+test('model options are the four real engines with size and the description shows live status', async ({ page, request }) => {
+    await unavailable(request, ['wd14-vit', 'hf']);
+    await openTagging(page);
+    expect(await surface(page).locator(':scope > h2').textContent()).toBe('Auto-tagging');
+    expect(await page.locator('#tag-model option').allTextContents()).toEqual(MODEL_LABELS);
+    await expect(page.locator('#tag-model')).toHaveValue('wd14-swinv2');
+    const line = modelRow(page).locator('p').first();
+    await expect(line).toHaveText('Downloaded. Not loaded.');
+    await expect(actionOf(page, 'Download again')).toBeVisible();
+    // Choosing another engine drafts it and tells its own status; nothing is downloaded or loaded.
+    await page.locator('#tag-model').selectOption('wd14-vit');
+    await expect(line).toHaveText('Not downloaded. Download size ~400 MB.');
+    await expect(actionOf(page, 'Download')).toBeVisible();
+    await page.locator('#tag-model').selectOption('hf');
+    await expect(line).toHaveText('Not downloaded. Download size ~16 GB.');
+    await expect(status(page)).toHaveText('Unsaved changes.');
+    // The other rows keep the concept's copy and the saved values (D133 adds Suggestions per image).
+    expect(await surface(page).locator(':scope > .setting-row label').allTextContents()).toEqual(['Tagging model', 'Existing tags',
+        'General-tag confidence', 'Character-tag confidence', 'Suggestions per image']);
+    await expect(page.locator('#tag-existing')).toHaveValue('skip');
+    await expect(page.locator('#threshold-general')).toHaveValue('0.35');
+    await expect(page.locator('#threshold-character')).toHaveValue('0.85');
+    await expect(page.locator('#tag-suggestions')).toHaveValue('10');
+    const settings = await serverJson(request, SETTINGS_URL);
+    await expect(page.locator('#tag-template')).toHaveValue(settings.settings.autotag_template);
+    // Unload is offered only while a model is loaded (none is).
+    await expect(actionOf(page, 'Unload')).toBeDisabled();
+});
+
+test('entering the section makes no model call besides status', async ({ page }) => {
+    await openTagging(page);
+    await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Integrations', exact: true }).click();
+    await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
+    await expect(page.locator('#tag-model')).toBeEnabled();
+    await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded. Not loaded.');
+    // One status read per mount (two mounts), and nothing else that could load, run or download a model.
+    expect(page.modelCalls).toEqual([`GET ${MODELS_URL}`, `GET ${MODELS_URL}`]);
+    const models = await (await page.request.get(MODELS_URL)).json();
+    expect(models.model_loaded).toBe(false);
+});
+
+test('defaults save through Save preferences and the Tag image dialog uses them', async ({ page, request }) => {
+    await openTagging(page);
+    await page.locator('#tag-existing').selectOption('merge');
+    await page.locator('#threshold-general').fill('0.4');
+    await page.locator('#threshold-general').press('Tab');
+    await page.locator('#tag-suggestions').fill('15');
+    await page.locator('#tag-suggestions').press('Tab');
+    const posted = page.waitForRequest(item => item.method() === 'POST' && new URL(item.url()).pathname === SETTINGS_URL);
+    await save(page).click();
+    const body = (await posted).postDataJSON();
+    expect(body).toMatchObject({ autotag_existing: 'merge', autotag_general_threshold: 0.4, autotag_suggestion_limit: 15 });
+    expect(typeof body.expected_revision).toBe('string');
+    await expect(status(page)).toHaveText('Saved to the server configuration.');
+    const saved = (await serverJson(request, SETTINGS_URL)).settings;
+    expect([saved.autotag_existing, saved.autotag_general_threshold, saved.autotag_character_threshold, saved.autotag_suggestion_limit])
+        .toEqual(['merge', 0.4, 0.85, 15]);
+    const models = await serverJson(request, MODELS_URL);
+    expect([models.existing, models.wd14_general_threshold, models.suggestion_limit]).toEqual(['merge', 0.4, 15]);
+    // The Tag image dialog in a fresh page starts from them.
+    await page.goto(`${workspace}#/images`);
+    await card(page, FIRST).getByRole('button', { name: `Tag or auto-tag ${FIRST.split('/').pop()}`, exact: true }).click();
+    await expect(tagDialog(page)).toBeVisible();
+    await expect(tagDialog(page).locator('#image-general-threshold')).toHaveValue('0.4');
+    await expect(tagDialog(page).locator('#image-character-threshold')).toHaveValue('0.85');
+    await expect(tagDialog(page).locator('#image-suggestion-limit')).toHaveValue('15');
+});
+
+test('a refused value shows the server\'s message', async ({ page, request }) => {
+    const before = (await serverJson(request, SETTINGS_URL)).settings;
+    // An image is selected, so Preview tagging review is held back only by the invalid value below.
+    await selectThenOpen(page, FIRST);
+    await page.locator('#threshold-general').fill('1.5');
+    await page.locator('#threshold-general').press('Tab');
+    await save(page).click();
+    await expect(status(page)).toHaveText('General-tag confidence must be between 0 and 1.');
+    await expect(page.locator('#threshold-general')).toHaveAttribute('aria-invalid', 'true');
+    // Nothing was written; the draft is kept for the next Save.
+    expect((await serverJson(request, SETTINGS_URL)).settings.autotag_general_threshold).toBe(before.autotag_general_threshold);
+    await expect(page.locator('#threshold-general')).toHaveValue('1.5');
+    // While the value is invalid, Preview tagging review is aria-disabled and explains instead of opening (Playwright
+    // waits on an aria-disabled control, so it is pressed from the keyboard, as a user can).
+    await expect(actionOf(page, 'Preview tagging review')).toHaveAttribute('aria-disabled', 'true');
+    await actionOf(page, 'Preview tagging review').focus();
+    await page.keyboard.press('Enter');
+    await expect(toast(page)).toHaveText('General-tag confidence must be between 0 and 1.');
+    await expect(tagDialog(page)).toHaveCount(0);
+    await page.locator('#threshold-general').fill('0.5');
+    await page.locator('#threshold-general').press('Tab');
+    await expect(page.locator('#threshold-general')).not.toHaveAttribute('aria-invalid', 'true');
+    await expect(status(page)).toHaveText('Unsaved changes.');
+    await expect(actionOf(page, 'Preview tagging review')).not.toHaveAttribute('aria-disabled', 'true');
+});
+
+test('a value off the 0.05 step is refused and never reaches the Tag image dialog (#369)', async ({ page, request }) => {
+    const before = (await serverJson(request, SETTINGS_URL)).settings;
+    const STEP = 'General-tag confidence must be a multiple of 0.05.';
+    await selectThenOpen(page, FIRST);
+    await page.locator('#threshold-general').fill('0.37');
+    await page.locator('#threshold-general').press('Tab');
+    // Preview tagging review explains instead of opening a dialog whose Generate the browser would block.
+    await expect(actionOf(page, 'Preview tagging review')).toHaveAttribute('aria-disabled', 'true');
+    await actionOf(page, 'Preview tagging review').focus();
+    await page.keyboard.press('Enter');
+    await expect(toast(page)).toHaveText(STEP);
+    await expect(tagDialog(page)).toHaveCount(0);
+    // The server refuses the save with the same sentence and writes nothing.
+    await save(page).click();
+    await expect(status(page)).toHaveText(STEP);
+    expect((await serverJson(request, SETTINGS_URL)).settings.autotag_general_threshold).toBe(before.autotag_general_threshold);
+    // A value on the step opens the dialog, and its Generate passes the browser's own check and sends.
+    await page.locator('#threshold-general').fill('0.4');
+    await page.locator('#threshold-general').press('Tab');
+    await expect(actionOf(page, 'Preview tagging review')).not.toHaveAttribute('aria-disabled', 'true');
+    await actionOf(page, 'Preview tagging review').click();
+    await expect(tagDialog(page).locator('#image-general-threshold')).toHaveValue('0.4');
+    expect(await tagDialog(page).locator('#image-general-threshold').evaluate(input => input.checkValidity())).toBe(true);
+    const suggested = page.waitForResponse(item => item.url().endsWith('/image-annotations/suggest'));
+    await tagDialog(page).getByRole('button', { name: 'Generate suggestions', exact: true }).click();
+    const answer = await suggested;
+    expect(answer.request().postDataJSON().options.general_threshold).toBe(0.4);
+});
+
+test('Download starts the job and Activity shows it without Cancel', async ({ page, request }) => {
+    await unavailable(request, ['wd14-vit']);
+    await fakeDownload(request, 'hold');
+    await openTagging(page);
+    await page.locator('#tag-model').selectOption('wd14-vit');
+    const started = page.waitForResponse(item => new URL(item.url()).pathname === '/prompt_manager/jobs/model-download');
+    await actionOf(page, 'Download').click();
+    const answer = await started;
+    expect(answer.status()).toBe(202);
+    expect(answer.request().postDataJSON()).toEqual({ model_type: 'wd14-vit' });
+    const { job } = await answer.json();
+    expect(job.title).toBe('Tagging model download · WD14 ViT');
+    await expect(toast(page)).toHaveText('Tagging model download · WD14 ViT started.');
+    await expect(page).toHaveURL(`${workspace}#/activity/${job.id}`);
+    const main = page.locator('#workspace-main');
+    await expect(main.locator('h1')).toHaveText('Tagging model download · WD14 ViT');
+    await expect(main.getByRole('button', { name: /^Cancel/ })).toHaveCount(0);
+    // Indeterminate: the server knows no byte progress.
+    await expect(main.locator('progress').first()).toBeVisible();
+    expect(await main.locator('progress').first().evaluate(node => node.hasAttribute('value'))).toBe(false);
+    await fakeDownload(request, 'succeed');
+    expect((await ended(request, job.id)).state).toBe('finished');
+    await expect(toast(page)).toHaveText('Tagging model download · WD14 ViT finished.');
+    // Back in the section, the engine reads as on disk (the fake marks it downloaded on success).
+    await page.goto(`${workspace}#/system/tagging`);
+    await expect(page.locator('#tag-model')).toBeEnabled();
+    await page.locator('#tag-model').selectOption('wd14-vit');
+    await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded. Not loaded.');
+    expect(page.modelCalls.filter(call => call.startsWith('POST'))).toEqual(['POST /prompt_manager/jobs/model-download']);
+});
+
+test('Unload is enabled only while a model is loaded, and a held gate\'s refusal names the operation', async ({ page, request }) => {
+    await openTagging(page);
+    await expect(actionOf(page, 'Unload')).toBeDisabled();
+    // Load WD14 SwinV2 the way a user does: Generate suggestions in the Tag image dialog.
+    await page.goto(`${workspace}#/images`);
+    await card(page, FIRST).getByRole('button', { name: `Tag or auto-tag ${FIRST.split('/').pop()}`, exact: true }).click();
+    await expect(tagDialog(page)).toBeVisible();
+    const suggested = page.waitForResponse(item => item.url().endsWith('/image-annotations/suggest'));
+    await tagDialog(page).getByRole('button', { name: 'Generate suggestions', exact: true }).click();
+    expect((await suggested).status()).toBe(200);
+    await tagDialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    await openTagging(page);
+    await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded and loaded.');
+    await expect(actionOf(page, 'Unload')).toBeEnabled();
+    // A download holds the model gate: Unload is refused and the toast names it; nothing is unloaded.
+    await unavailable(request, ['wd14-vit']);
+    await fakeDownload(request, 'hold');
+    const held = await request.post('/prompt_manager/jobs/model-download', { data: { model_type: 'wd14-vit' } });
+    expect(held.status()).toBe(202);
+    const { job } = await held.json();
+    const refused = page.waitForResponse(item => item.url().endsWith('/autotag/unload'));
+    await actionOf(page, 'Unload').click();
+    const refusal = await refused;
+    expect(refusal.status()).toBe(409);
+    expect(await refusal.json()).toMatchObject({ code: 'model-busy', operation: 'Tagging model download · WD14 ViT' });
+    await expect(toast(page)).toHaveText('The tagging model is busy: Tagging model download · WD14 ViT. Try again when it finishes.');
+    expect((await serverJson(request, MODELS_URL)).loaded_model_type).toBe('wd14-swinv2');
+    await expect(actionOf(page, 'Unload')).toBeEnabled();
+    // Once the download ended, Unload works, says so and the row follows.
+    await fakeDownload(request, 'succeed');
+    await ended(request, job.id);
+    await actionOf(page, 'Unload').click();
+    await expect(toast(page)).toHaveText('WD14 SwinV2 unloaded.');
+    await expect(modelRow(page).locator('p').first()).toHaveText('Downloaded. Not loaded.');
+    await expect(actionOf(page, 'Unload')).toBeDisabled();
+});
+
+test('Preview tagging review opens the Tag image dialog for the selected image', async ({ page }) => {
+    await selectThenOpen(page, SECOND);
+    // The section's current (unsaved) values are what the dialog starts from.
+    await page.locator('#threshold-character').fill('0.6');
+    await page.locator('#threshold-character').press('Tab');
+    await page.locator('#tag-model').selectOption('wd14-vit');
+    const preview = actionOf(page, 'Preview tagging review');
+    await expect(preview).toHaveClass(/ca-primary/);
+    await expect(preview).not.toHaveAttribute('aria-disabled', 'true');
+    const observed = page.waitForResponse(item => item.url().endsWith('/image-annotations/observe'));
+    await preview.click();
+    expect((await observed).status()).toBe(200);
+    await expect(tagDialog(page)).toBeVisible();
+    await expect(tagDialog(page).locator('.tag-image-heading p.small')).toHaveText('dunes_00002.png');
+    await expect(tagDialog(page).getByRole('combobox', { name: 'Tagging model', exact: true })).toHaveValue('wd14-vit');
+    await expect(tagDialog(page).locator('#image-character-threshold')).toHaveValue('0.6');
+    await expect(tagDialog(page).locator('#image-general-threshold')).toHaveValue('0.35');
+});
+
+test('Preview tagging review without a selection toasts the D115 sentence', async ({ page }) => {
+    await openTagging(page);
+    const preview = actionOf(page, 'Preview tagging review');
+    await expect(preview).toHaveAttribute('aria-disabled', 'true');
+    // An aria-disabled control still takes a press; it only explains.
+    await preview.focus();
+    await page.keyboard.press('Enter');
+    await expect(toast(page)).toHaveText('Select an image in Images first.');
+    await expect(tagDialog(page)).toHaveCount(0);
+});
+
+test('Tag output images reviews the images, tags each one and never a prompt (#379)', async ({ page, request }) => {
+    const before = await serverJson(request, '/__test__/tagging/snapshot');
+    await openTagging(page);
+    // The saved policy is Skip: no image is auto-tagged yet, so every listed still image is to tag.
+    const previewed = page.waitForResponse(item => new URL(item.url()).pathname === PREVIEW_URL);
+    await reviewButton(page).click();
+    const answer = await previewed;
+    expect(answer.request().postDataJSON()).toEqual({ model_type: 'wd14-swinv2', existing: 'skip' });
+    const plan = await answer.json();
+    // Four still images (two linked, a copy, an unlinked one); the video is not a target.
+    expect([plan.images, plan.already_tagged, plan.to_tag]).toEqual([4, 0, 4]);
+    expect(plan.prompts).toBeUndefined();
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Review tag output images');
+    await expect(dialog(page).locator('#modal-body > h3')).toHaveText('Tag output images');
+    expect(await gridOf(page)).toEqual([['Model', 'WD14 SwinV2 · ~400 MB'], ['Existing tags', 'Skip already tagged'],
+        ['Images', '4'], ['Already auto-tagged', '0'], ['Images to tag', 'about 4'],
+        ['Time', 'about 1 min on a processor; a graphics card can be faster.'],
+        ['Settings', `General 0.35 · Character 0.85 · up to ${plan.suggestion_limit} tags per image`],
+        ['Backup', 'Create and verify before changes']]);
+    await expect(dialog(page).locator('#modal-body > p.small')).toHaveText('Nothing is written until you start. The number to '
+        + 'tag is an estimate: images changed since they were tagged are tagged again, and missing files are skipped. '
+        + 'Activity reports what was tagged.');
+    await expect(dialog(page).locator('#modal-body > .notice h3')).toHaveText('Back up the database first (recommended)');
+    // The review wrote nothing.
+    expect(await serverJson(request, '/__test__/tagging/snapshot')).toEqual(before);
+    await expect(dialog(page).locator('.dialog-actions button')).toHaveText(['Cancel', 'Start tagging']);
+    const started = page.waitForResponse(item => new URL(item.url()).pathname === '/prompt_manager/jobs/autotag');
+    await dialog(page).getByRole('button', { name: 'Start tagging', exact: true }).click();
+    const start = await started;
+    expect(start.request().postDataJSON()).toEqual({ model_type: 'wd14-swinv2', existing: 'skip',
+        options: { general_threshold: 0.35, character_threshold: 0.85 } });
+    const { job } = await start.json();
+    await expect(page).toHaveURL(`${workspace}#/activity/${job.id}`);
+    await expect(page.locator('#workspace-main h1')).toHaveText('Tag output images');
+    const finished = await ended(request, job.id);
+    expect(finished.state).toBe('finished');
+    expect(finished.status_line).toBe('Tagged 4 images');
+    // Each image got its own tags; no prompt, pair or link row changed.
+    expect(await serverJson(request, '/__test__/tagging/snapshot')).toEqual(before);
+
+    // Under Skip every image is now auto-tagged: nothing to start.
+    await openTagging(page);
+    await reviewButton(page).click();
+    await expect(dialog(page).locator('#modal-body > p.small')).toHaveText('Every output image is already auto-tagged.');
+    expect((await gridOf(page)).slice(2, 5)).toEqual([['Images', '4'], ['Already auto-tagged', '4'], ['Images to tag', 'about 0']]);
+    await expect(dialog(page).locator('.dialog-actions button')).toHaveText(['Cancel']);
+});
+
+test('Replace after review shows only Cancel with the reason', async ({ page, request }) => {
+    const before = await serverJson(request, '/__test__/tagging/snapshot');
+    await openTagging(page);
+    await page.locator('#tag-existing').selectOption('replace_after_review');
+    await reviewButton(page).click();
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Review tag output images');
+    expect((await gridOf(page)).map(([term]) => term)).toEqual(['Model', 'Existing tags', 'Images', 'Already auto-tagged',
+        'Images to tag', 'Time', 'Settings', 'Backup']);
+    await expect(dialog(page).locator('#modal-body > p.small')).toHaveText('Replacing tags needs a review of each image. '
+        + 'Use Preview tagging review, or choose Skip or Merge for a batch run.');
+    await expect(dialog(page).locator('.dialog-actions button')).toHaveText(['Cancel']);
+    await dialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    await expect(dialog(page)).toHaveCount(0);
+    expect(await serverJson(request, '/__test__/tagging/snapshot')).toEqual(before);
+    expect((await serverJson(request, '/prompt_manager/jobs')).jobs.filter(item => item.kind === 'autotag')).toEqual([]);
+});
+
+test('a model that is not downloaded cannot be reviewed for a batch; the button says why', async ({ page, request }) => {
+    await unavailable(request, ['gguf']);
+    await openTagging(page);
+    await page.locator('#tag-model').selectOption('gguf');
+    await expect(reviewButton(page)).toHaveAttribute('aria-disabled', 'true');
+    // Playwright waits on an aria-disabled control: press it from the keyboard, as a user can.
+    await reviewButton(page).focus();
+    await page.keyboard.press('Enter');
+    await expect(toast(page)).toHaveText('GGUF JoyCaption is not downloaded. Download it first.');
+    await expect(dialog(page)).toHaveCount(0);
+    expect(page.modelCalls.filter(call => call.includes('/batch/preview'))).toEqual([]);
+});

tests/browser/workspace-system.spec.mjs

@@ -1,6 +1,7 @@
 import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
 import { test, expect } from './fixtures.mjs';
 import { seedConcept } from './concept-inventory.mjs';
+import { readCoverageTable, parseControl, CONTROL_EXEMPTIONS } from '../../tools/vendor/legacy-coverage.mjs';
 
 // System › Overview (#249 System S2 Task 6) on the concept-shaped real fixture: the metrics, rows, Statistics dialog and
 // Health report read the server, never sample values (D93, D95, D96). The hooks are workspace_system_fixture.py's.
@@ -412,15 +413,16 @@ test('out-of-order overview responses never repaint a newer section', async ({ p
     await nav.getByRole('button', { name: 'Appearance', exact: true }).click();
     await nav.getByRole('button', { name: 'Overview', exact: true }).click();
     await expect.poll(held).toBe(2);
-    // Auto-tagging still hands off (S11), so its body is one known panel.
-    await nav.getByRole('button', { name: 'Auto-tagging', exact: true }).click();
+    // Diagnostics & logs is native (S12): its body is its two surfaces.
+    await nav.getByRole('button', { name: 'Diagnostics & logs', exact: true }).click();
+    await expect(layout.locator(':scope > section.surface')).toHaveCount(2);
     await expect(await request.post('/__test__/release')).toBeOK();
     await expect.poll(held).toBe(0);
-    // Both late answers reached a section that had left: Auto-tagging keeps its own body.
-    await expect(layout.locator(':scope > section.handoff')).toBeVisible();
+    // Both late answers reached a section that had left: Diagnostics keeps its own body.
     await page.evaluate(() => new Promise(resolve => requestAnimationFrame(() => requestAnimationFrame(resolve))));
     await expect(layout.locator('.summary-metrics')).toHaveCount(0);
-    expect(await layout.evaluate(node => [...node.children].map(child => child.className))).toEqual(['surface handoff', 'save-row']);
+    expect(await layout.evaluate(node => [...node.children].map(child => `${child.localName}.${child.className}`)))
+        .toEqual(['section.surface', 'section.surface', 'div.save-row']);
     // Back on Overview, one fresh read paints one set of metrics.
     await nav.getByRole('button', { name: 'Overview', exact: true }).click();
     await expect(layout.locator('.summary-metrics')).toHaveCount(1);
@@ -793,3 +795,45 @@ test('reset restores defaults without touching other keys', async ({ page }) =>
     expect(stored).toEqual({ gridColumns: 5, defaultLimit: 200, thumbnailPromptDismissed: 'kept', workspaceLayout: 'grid',
         videoMute: true, showImageInfo: true });
 });
+
+// TESTING.md "Legacy System capability coverage" (#249 System S12, #329): each `covered` row's native control is on its
+// System section, found by role and accessible name (a `term` by its text, a disclosure by its summary). Collapsed
+// `details` are opened first, so a control inside one counts once it is shown. tests/vendor/legacy-coverage.test.mjs
+// checks the rest of each row.
+test('every covered legacy System capability has its native control', async ({ page, request }) => {
+    // Download is offered for a model that is not on disk ("Download again" otherwise): the selected default's file is
+    // missing here.
+    await expect(await request.post('/__test__/tagging/models', { data: { unavailable: ['wd14-swinv2'] } })).toBeOK();
+    try {
+        await findControls(page);
+    } finally {
+        await request.post('/__test__/tagging/reset', { data: {} });
+    }
+});
+
+async function findControls(page) {
+    const covered = readCoverageTable().filter(row => row.Status === 'covered')
+        .map(row => ({ capability: row.Capability, ...parseControl(row['Native control']) }));
+    // A covered row without a control is one of the recorded exemptions, never silently skipped.
+    expect(covered.filter(row => !row.section).map(row => row.capability)).toEqual(Object.keys(CONTROL_EXEMPTIONS));
+    const controls = covered.filter(row => row.section);
+    expect(controls.length).toBeGreaterThan(40);
+    const sections = [...new Set(controls.map(row => row.section))];
+    for (const section of sections) {
+        await page.goto(`${workspace}#/system/${section}`);
+        const main = page.locator('#workspace-main');
+        await expect(layoutOf(page).locator(':scope > *').first()).toBeVisible();
+        for (const details of await main.locator('details:not([open]) > summary').all()) await details.click();
+        for (const { capability, role, name, row } of controls.filter(item => item.section === section)) {
+            // A name several rows share is looked up inside the row the table names.
+            const within = row ? main.locator('.operation').filter({ has: page.locator(`h3:text-is("${row}")`) }) : main;
+            const exact = new RegExp(`^${name.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')}$`);
+            // A `dt` (term) and a `details` disclosure (group) have no name from content: the term's text, the summary's.
+            const control = role === 'term' ? within.getByRole('term').filter({ hasText: exact })
+                : role === 'group' ? within.locator('details').filter({ has: page.locator(':scope > summary', { hasText: exact }) })
+                    .or(within.getByRole('group', { name, exact: true }))
+                    : within.getByRole(role, { name, exact: true });
+            await expect(control.first(), `${capability}: ${section} · ${role} · "${name}"${row ? ` in "${row}"` : ''}`).toBeVisible();
+        }
+    }
+}

tests/browser/workspace-tagging-bulk.spec.mjs

@@ -17,7 +17,7 @@ const chips = page => modal(page).locator('#tag-suggestions .chip.tag-suggestion
 const actionButtons = page => modal(page).locator('.dialog-actions button');
 const panel = page => page.getByRole('complementary', { name: 'Selected image details', exact: true });
 const tagRow = page => panel(page).locator('.detail-inner > .tags').last();
-const NOT_DOWNLOADED = 'WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.';
+const NOT_DOWNLOADED = 'WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.';
 
 test.beforeEach(async ({ page, request, browserName }) => {
     await startCoverage(page, browserName);

tests/browser/workspace-tagging.spec.mjs

@@ -246,7 +246,7 @@ test('unavailable model shows inline status and never downloads', async ({ page,
     await expect(await request.post('/__test__/tagging/models', { data: { unavailable: ['wd14-swinv2'] } })).toBeOK();
     await openTag(page);
     expect((await generated(page)).status()).toBe(409);
-    await expect(status(page)).toHaveText('WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.');
+    await expect(status(page)).toHaveText('WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.');
     await expect(chips(page)).toHaveCount(0);
     await expect(dialog(page).locator('#suggestion-count')).toHaveText('Not generated');
     // D116: Retry leads the actions while the controller allows it, and generates again.
@@ -513,6 +513,41 @@ test('search finds an image by its image tag', async ({ page, request }) => {
     await expect(card(page, UNLINKED)).toBeVisible();
 });
 
+// #379 CUJ 8: the Tags filter finds images by their own image tags through the tag index; no prompt carries them, and
+// selecting a match shows its prompt. A linked prompt's tag still combines with the image tags.
+test('the Tags filter finds images by image tags only, and selecting one shows its prompt (#379)', async ({ page, request }) => {
+    await saveImageTags(request, FIRST, ['beach', '1girl', 'waves']);
+    await saveImageTags(request, SECOND, ['beach', 'waves']);
+    await saveImageTags(request, UNLINKED, ['beach', '1girl', 'waves', 'gulls']);
+    await page.goto(images);
+    await expect(page.locator('.gallery-body article[data-image-key]')).toHaveCount(manifest.files.length);
+    const filters = page.locator('#workspace-main search.toolbar').getByRole('button', { name: /^Filters(?: · \d+)?$/ });
+    const refine = page.getByRole('dialog', { name: 'Refine this view', exact: true });
+    const applyTags = async value => {
+        await filters.click();
+        await refine.getByLabel('Tags', { exact: true }).fill(value);
+        const listing = page.waitForRequest(item => item.url().includes('/images/output?')
+            && new URL(item.url()).searchParams.get('tags') !== null);
+        await refine.getByRole('button', { name: 'Apply filters', exact: true }).click();
+        await listing;
+    };
+    await applyTags('beach, 1girl, waves');
+    // Every listed image whose image tags hold all three; SECOND lacks 1girl.
+    await expect(page.locator('.gallery-body article[data-image-key]')).toHaveCount(2);
+    await expect(card(page, FIRST)).toBeVisible();
+    await expect(card(page, UNLINKED)).toBeVisible();
+    await expect(card(page, SECOND)).toHaveCount(0);
+    // The newest match is selected; the inspector shows its linked prompt.
+    await infoButton(page, FIRST).click();
+    await expect(card(page, FIRST)).toHaveClass(/\bselected\b/);
+    await expect(panel(page).locator('.panel-heading h2')).toHaveText(manifest.title);
+    // The linked positive's own tag combines: SECOND has beach and waves itself and minimal through its prompt.
+    await applyTags(`beach, waves, ${manifest.prompt_tags[0]}`);
+    await expect(page.locator('.gallery-body article[data-image-key]')).toHaveCount(2);
+    await expect(card(page, FIRST)).toBeVisible();
+    await expect(card(page, SECOND)).toBeVisible();
+});
+
 // Task C4 rulings: a save re-reads the selected file's details without a loading flash, and under a Tags filter or a
 // search the loaded listing is re-read in place (scroll and selection kept while the file still matches).
 const cards = page => page.locator('.gallery-body article[data-image-key]');

tests/browser/workspace.spec.mjs

@@ -18,7 +18,7 @@ const routes = [
     ['tags', 'Tags & categories', null],
     // #249 local Inspect: the native Inspect a file page; Overview's tool card still links the legacy metadata page.
     ['inspect', 'Inspect a file', null],
-    // #249 System S2: native System; its undelivered sections hand off per section (D94, asserted below).
+    // #249 System S2: native System; every section native since S12 (D94 retired, asserted below).
     ['system', 'System', null],
     // #249 D51: SAVED VIEWS' Favorites, Images filtered to favorites.
     ['favorites', 'Favorites', null],
@@ -395,7 +395,7 @@ const SURFACE = {
     intro: { fontSize: '12px', marginTop: '7px' },
 };
 
-for (const width of [1600, 390]) test(`overview and handoff render with concept surfaces ${width}`, async ({ page }) => {
+for (const width of [1600, 390]) test(`overview renders with concept surfaces and no System section hands off ${width}`, async ({ page }) => {
     await page.setViewportSize({ width, height: 900 });
     await page.goto(`${workspace}#/overview`);
     const main = page.locator('#workspace-main');
@@ -412,23 +412,23 @@ for (const width of [1600, 390]) test(`overview and handoff render with concept
     expect(await page.evaluate(() => document.documentElement.scrollWidth <= window.innerWidth)).toBe(true);
 
     await sidebarLink(page, 'System').click();
-    // System's Overview is native (S2 Task 6); a section not delivered yet still hands off (D94).
-    await main.locator('.section-nav').getByRole('button', { name: 'Auto-tagging', exact: true }).click();
-    const handoff = main.locator('section.handoff');
-    await expect(handoff).toHaveClass(/\bsurface\b/);
-    expect(await handoff.evaluate(surfaceStyle)).toMatchObject(SURFACE);
-    await expect(handoff.locator('a[href="/prompt_manager/admin"]')).toBeVisible();
+    // Every System section is native (S12 retired D94): the last one, Diagnostics & logs, shows concept surfaces.
+    await main.locator('.section-nav').getByRole('button', { name: 'Diagnostics & logs', exact: true }).click();
+    const logs = main.locator('.settings-layout > section.surface').last();
+    await expect(logs.locator(':scope > h2')).toHaveText('Logs');
+    expect(await logs.evaluate(surfaceStyle)).toMatchObject(SURFACE);
+    await expect(main.locator('.handoff')).toHaveCount(0);
     await expect(main.locator('.panel')).toHaveCount(0);
     expect(await page.evaluate(() => document.documentElement.scrollWidth <= window.innerWidth)).toBe(true);
 });
 
-// #249 System S2 Task 5: the concept's renderSystem shell (app.js 698–706) at `#/system/<section>`, every section a D94
-// hand-off until its PR, and the Save row's truthful status (D92).
+// #249 System S2 Task 5: the concept's renderSystem shell (app.js 698–706) at `#/system/<section>`, every section native
+// (S12 retired the D94 hand-off), and the Save row's truthful status (D92).
 const SYSTEM_SECTION_LABELS = ['Overview', 'Appearance', 'Sources & scans', 'Integrations', 'Auto-tagging', 'Maintenance',
     'Backup & export', 'Diagnostics & logs'];
 const SYSTEM_HASHES = ['overview', 'appearance', 'sources', 'integrations', 'tagging', 'maintenance', 'backups', 'diagnostics'];
 
-test('System is native: the concept shell, section navigation, sections, hand-offs and the Save row', async ({ page }) => {
+test('System is native: the concept shell, section navigation, sections and the Save row', async ({ page }) => {
     const mutations = [];
     page.on('request', item => { if (!['GET', 'HEAD', 'OPTIONS'].includes(item.method())) mutations.push(item.url()); });
     await page.goto(`${workspace}#/system`);
@@ -465,8 +465,10 @@ test('System is native: the concept shell, section navigation, sections, hand-of
         // S2 Task 6: Overview is native (workspace-system.spec.mjs), and so are Appearance (S3 Task 8) and Sources & scans
         // (S4 Task 11, workspace-system-sources.spec.mjs, its update notice shown in a fresh browser), Integrations (S10
         // Task 27, workspace-system-integrations.spec.mjs), Maintenance (S7 Task 19,
-        // workspace-system-maintenance.spec.mjs) and Backup & export (S9 Task 24, workspace-system-backups.spec.mjs);
-        // every other section hands off.
+        // workspace-system-maintenance.spec.mjs), Backup & export (S9 Task 24, workspace-system-backups.spec.mjs) and
+        // Auto-tagging (S11 Task 6, workspace-system-tagging.spec.mjs) and Diagnostics & logs (S12,
+        // workspace-system-diagnostics.spec.mjs): none hands off.
+        if (hash === 'tagging') await expect(layout.locator('#tag-model')).toBeVisible();
         if (hash === 'overview') await expect(layout.locator(':scope > .summary-metrics')).toBeVisible();
         if (hash === 'sources') await expect(layout.locator('#source-list .operation')).toHaveCount(2);
         expect(await layout.evaluate(node => [...node.children].map(child => `${child.localName}.${child.className}`)))
@@ -474,13 +476,10 @@ test('System is native: the concept shell, section navigation, sections, hand-of
                 sources: ['div.notice', 'section.surface', 'div.save-row'],
                 integrations: ['section.surface', 'section.surface', 'div.save-row'],
                 maintenance: ['div.notice', 'section.surface', 'section.surface', 'div.save-row'],
-                backups: ['div.two-col', 'section.surface', 'div.save-row'] }[hash]
-                ?? ['section.surface handoff', 'div.save-row']);
-        if (['overview', 'appearance', 'sources', 'integrations', 'maintenance', 'backups'].includes(hash)) continue;
-        const handoff = layout.locator('section.handoff');
-        await expect(handoff.locator('h2')).toHaveText('Your current tools are ready');
-        expect(await handoff.locator('a.workspace-link').evaluateAll(links => links.map(link => link.getAttribute('href'))))
-            .toEqual(['/prompt_manager/admin']);
+                backups: ['div.two-col', 'section.surface', 'div.save-row'],
+                tagging: ['section.surface', 'div.save-row'],
+                diagnostics: ['section.surface', 'section.surface', 'div.save-row'] }[hash]);
+        await expect(layout.locator('.handoff')).toHaveCount(0);
         await expect(layout.locator('#settings-status')).toHaveText('No unsaved changes.');
         await expect(page.locator('aside.sidebar a[href="#/system"]')).toHaveAttribute('aria-current', 'page');
     }

tests/browser/workspace_concept_fixture.py

@@ -16,7 +16,6 @@ import json
 import math
 import os
 from pathlib import Path
-import shutil
 import time
 from types import SimpleNamespace
 from typing import TYPE_CHECKING
@@ -34,6 +33,7 @@ from utils.execution_contexts import (
 from utils.execution_history_events import make_finish, make_start
 from utils.execution_outputs import OutputBundle, OutputReference, snapshot_output_roots
 from utils.pair_execution import EXECUTION_KEY
+from tests.browser.folder_trash import replace_folder
 
 if TYPE_CHECKING:
     from py.api import PromptManagerAPI
@@ -300,8 +300,7 @@ def _clear(api: PromptManagerAPI, root: Path) -> None:
         for table in _TABLES:
             conn.execute(f"DELETE FROM {table}")
     for name in ("output", "input"):
-        shutil.rmtree(root / name)
-        (root / name).mkdir()
+        replace_folder(root / name)
 
 
 def _record_run(

tests/browser/workspace_diagnostics_fixture.py

@@ -0,0 +1,267 @@
+"""System › Diagnostics & logs test hooks for the browser tests (#249 System S12).
+
+The logger writes into ``<server root>/logs`` (``repoint_logs``, called by
+``create_app`` before any record is written), so no test reads or deletes a
+real log folder. Every route refuses a log folder outside the server root.
+
+- ``POST /__test__/logs/reset`` restores the default logging configuration,
+  empties the active log, removes every other entry of the log folder (a
+  link is removed, never followed) and clears the in-memory buffer. The
+  global ``/__test__/reset`` calls it too;
+- ``POST /__test__/logs/seed`` ``{records, filler, rotated, active, link,
+  other}`` writes buffer records with fixed times (``records``: the concept's
+  four lines, then one DEBUG, ERROR and CRITICAL record, older; ``filler``
+  more INFO records older still), ``active`` bytes into the active log,
+  rotated copies ``prompt_manager.log.<n>`` of the listed sizes (fixed
+  times), on POSIX a symlink ``prompt_manager.log.<n+1>`` to a file outside
+  the folder (``link``) and a user's ``prompt_manager.log.bak`` (``other``).
+  ``{mode: "concept"}`` reproduces the concept's Logs sample (app.js 695)
+  for the comparison: the buffer holds only its four lines, the active log
+  is 1.4 MB with three rotated copies ("prompt_manager.log · 1.4 MB · rotated
+  copies: 3") and console logging is off, as the concept's toggle;
+- ``POST /__test__/logs/rotate`` rolls the copies over as the handler does
+  (``.2`` → ``.3``, ``.1`` → ``.2``, a new ``.1``), so a reviewed plan no
+  longer matches;
+- ``GET /__test__/logs/state`` answers the folder's entries (name, size, link)
+  and the buffer's length.
+"""
+
+import datetime
+import logging
+import os
+import shutil
+from pathlib import Path
+
+from aiohttp import web
+
+ACTIVE = "prompt_manager.log"
+SEED_DAY = datetime.datetime(2026, 10, 26)
+# The concept's four lines (app.js 695), oldest first: the viewer shows them
+# newest first.
+CONCEPT_RECORDS = (
+    ("09:38:52", logging.INFO, "Source monitor started: output"),
+    ("09:39:04", logging.INFO, "Database backup verified"),
+    ("09:42:18", logging.WARNING, "3 images have ambiguous prompt metadata"),
+    ("09:42:18", logging.INFO, "Scan completed: 12 enriched, 0 duplicate links"),
+)
+# Older than the concept's lines, so they come after them: the levels the
+# concept does not show.
+LEVEL_RECORDS = (
+    ("09:30:01", logging.DEBUG, "Thumbnail cache lookup"),
+    ("09:30:02", logging.ERROR, "A source folder could not be read"),
+    ("09:30:03", logging.CRITICAL, "The database could not be opened"),
+)
+ROTATED_TIME = datetime.datetime(2026, 10, 25, 14, 2)
+# The concept's "prompt_manager.log · 1.4 MB · rotated copies: 3": the active
+# log stays under 1.45 MB while the server writes its own lines.
+CONCEPT_ACTIVE = int(1.4 * 1024 * 1024)
+CONCEPT_ROTATED = (3072, 2048, 1024)
+MAX_SEED_BYTES = 64 * 1024 * 1024
+DEFAULT_CONFIG = {
+    "level": "INFO",
+    "max_file_size": 10 * 1024 * 1024,
+    "backup_count": 5,
+    "console_logging": True,
+    "file_logging": True,
+    "buffer_size": 1000,
+}
+
+
+def _manager():
+    from utils.logging_config import get_logger_manager
+
+    return get_logger_manager()
+
+
+def repoint_logs(root: Path) -> Path:
+    """Point the logger at ``<root>/logs`` before anything is logged.
+
+    The logger is built while ``logs_dir`` answers that folder, so its first
+    handler never opens a log file anywhere else (a node folder with a legacy
+    database would otherwise name a real log folder).
+    """
+    from utils import library_location
+
+    folder = Path(root) / "logs"
+    folder.mkdir(exist_ok=True)
+    original = library_location.logs_dir
+    library_location.logs_dir = lambda **_kwargs: str(folder)
+    try:
+        manager = _manager()
+    finally:
+        library_location.logs_dir = original
+    with manager._files_lock:
+        manager.log_dir = folder
+        manager._setup_loggers()
+    return folder
+
+
+def _require_inside(root: Path, folder: Path) -> None:
+    resolved = Path(os.path.realpath(folder))
+    if Path(os.path.realpath(root)) not in resolved.parents:
+        raise web.HTTPForbidden(text="The log folder is outside the test server root")
+
+
+def _record(time_text, level, message, index):
+    record = logging.LogRecord(
+        "prompt_manager.test", level, __file__, index, message, None, None
+    )
+    hours, minutes, seconds = (int(part) for part in time_text.split(":"))
+    moment = SEED_DAY.replace(hour=hours, minute=minutes, second=seconds)
+    # Equal times keep their order: each later record is a microsecond newer.
+    record.created = moment.timestamp() + index / 1e6
+    return record
+
+
+def _touch(path: Path, size: int, moment: datetime.datetime) -> None:
+    # A link at this name is replaced, never written through.
+    if path.is_symlink():
+        path.unlink()
+    with open(path, "wb") as handle:
+        handle.write(b"x" * size)
+    stamp = moment.timestamp()
+    os.utime(path, (stamp, stamp))
+
+
+def _bounded(value, name, top=MAX_SEED_BYTES):
+    if isinstance(value, bool) or not isinstance(value, int) or not 0 <= value <= top:
+        raise web.HTTPBadRequest(text=f"{name} must be an integer 0..{top}")
+    return value
+
+
+def register_diagnostics_commands(app, routes, api, root: Path):
+    """Register the hooks; returns ``reset()`` for the global reset."""
+
+    def folder() -> Path:
+        path = Path(_manager().log_dir)
+        _require_inside(root, path)
+        return path
+
+    def reset() -> None:
+        manager = _manager()
+        log_dir = folder()
+        if manager.get_config() != DEFAULT_CONFIG:
+            manager.update_config(dict(DEFAULT_CONFIG))
+        with manager._files_lock:
+            held = manager._acquire_file_handlers()
+            try:
+                with os.scandir(log_dir) as entries:
+                    found = list(entries)
+                for entry in found:
+                    path = Path(entry.path)
+                    if entry.name == ACTIVE and entry.is_file(follow_symlinks=False):
+                        manager._truncate_main_log(path)
+                    elif entry.is_dir(follow_symlinks=False):
+                        shutil.rmtree(path)
+                    else:
+                        os.unlink(path)
+            finally:
+                manager._release_handlers(held)
+        with manager._buffer_lock:
+            manager._log_buffer.clear()
+
+    def seed_concept() -> None:
+        manager = _manager()
+        log_dir = folder()
+        manager.update_config({"console_logging": False})
+        with manager._buffer_lock:
+            manager._log_buffer.clear()
+        for index, (time_text, level, message) in enumerate(CONCEPT_RECORDS):
+            record = _record(time_text, level, message, index)
+            manager.add_to_buffer(record, record.getMessage())
+        with open(log_dir / ACTIVE, "ab") as handle:
+            handle.write(b"x" * CONCEPT_ACTIVE)
+        for number, size in enumerate(CONCEPT_ROTATED, start=1):
+            moment = ROTATED_TIME - datetime.timedelta(hours=number)
+            _touch(log_dir / f"{ACTIVE}.{number}", size, moment)
+
+    def seed(data) -> None:
+        if data.get("mode") == "concept":
+            seed_concept()
+            return
+        manager = _manager()
+        log_dir = folder()
+        with_records = data.get("records", True) is not False
+        filler = _bounded(data.get("filler", 0), "filler", 900)
+        older = [
+            (f"08:{index // 60:02}:{index % 60:02}", logging.INFO, f"Filler {index}")
+            for index in range(filler)
+        ]
+        named = list(LEVEL_RECORDS) + list(CONCEPT_RECORDS) if with_records else []
+        ordered = older + named
+        for index, (time_text, level, message) in enumerate(ordered):
+            record = _record(time_text, level, message, index)
+            manager.add_to_buffer(record, record.getMessage())
+        active = _bounded(data.get("active", 0), "active")
+        if active:
+            with open(log_dir / ACTIVE, "ab") as handle:
+                handle.write(b"x" * active)
+        rotated = data.get("rotated", [])
+        if not isinstance(rotated, list) or len(rotated) > 20:
+            raise web.HTTPBadRequest(text="rotated must be a list of sizes")
+        for number, size in enumerate(rotated, start=1):
+            moment = ROTATED_TIME - datetime.timedelta(hours=number)
+            _touch(log_dir / f"{ACTIVE}.{number}", _bounded(size, "size"), moment)
+        if data.get("link") and os.name != "nt":
+            target = Path(root) / "outside-log-target.txt"
+            target.write_bytes(b"not a log of this folder")
+            os.symlink(target, log_dir / f"{ACTIVE}.{len(rotated) + 1}")
+        if data.get("other"):
+            _touch(log_dir / f"{ACTIVE}.bak", 0, ROTATED_TIME)
+
+    def rotate() -> None:
+        manager = _manager()
+        log_dir = folder()
+        with manager._files_lock:
+            held = manager._acquire_file_handlers()
+            try:
+                for number in (2, 1):
+                    source = log_dir / f"{ACTIVE}.{number}"
+                    if source.is_file() and not source.is_symlink():
+                        os.replace(source, log_dir / f"{ACTIVE}.{number + 1}")
+                _touch(log_dir / f"{ACTIVE}.1", 4096, datetime.datetime.now())
+            finally:
+                manager._release_handlers(held)
+
+    def state():
+        manager = _manager()
+        log_dir = folder()
+        entries = []
+        with os.scandir(log_dir) as listing:
+            found = sorted(listing, key=lambda item: item.name)
+        for entry in found:
+            info = entry.stat(follow_symlinks=False)
+            entries.append(
+                {"name": entry.name, "size": info.st_size, "link": entry.is_symlink()}
+            )
+        with manager._buffer_lock:
+            buffered = len(manager._log_buffer)
+        return {"entries": entries, "buffer": buffered, "config": manager.get_config()}
+
+    async def body(request):
+        data = await request.json() if request.can_read_body else {}
+        if not isinstance(data, dict):
+            raise web.HTTPBadRequest()
+        return data
+
+    @routes.post("/__test__/logs/reset")
+    async def logs_reset(request: web.Request) -> web.Response:
+        await api._run_in_executor(reset)
+        return web.json_response({"success": True})
+
+    @routes.post("/__test__/logs/seed")
+    async def logs_seed(request: web.Request) -> web.Response:
+        data = await body(request)
+        await api._run_in_executor(seed, data)
+        return web.json_response({"success": True})
+
+    @routes.post("/__test__/logs/rotate")
+    async def logs_rotate(request: web.Request) -> web.Response:
+        await api._run_in_executor(rotate)
+        return web.json_response({"success": True})
+
+    @routes.get("/__test__/logs/state")
+    async def logs_state(request: web.Request) -> web.Response:
+        return web.json_response(await api._run_in_executor(state))
+
+    return reset

tests/browser/workspace_integrations_fixture.py

@@ -7,13 +7,18 @@ reaches a real LoraManager, ComfyUI install or the network:
   no key, no trigger words), removes the fake install, its LoRA folder and
   the image cache, forgets every LoRA import and injected failure, and opens
   the download gate;
-- ``POST /__test__/integrations/lora-manager`` ``{loras, civitai, previous}``
-  writes ``custom_nodes/ComfyUI-Lora-Manager`` (detected through the
-  ``folder_paths`` stub's base path) and ``loras`` metadata files under
-  ``models/loras``, each with a local preview PNG; ``civitai`` adds one
-  CivitAI example image per LoRA (served by the stub opener below);
-  ``previous`` saves that many earlier ``lora-manager`` imports with tags and
-  image links;
+- ``POST /__test__/integrations/lora-manager``
+  ``{loras, civitai, preview, previous, settings}`` writes
+  ``custom_nodes/ComfyUI-Lora-Manager`` (detected through the
+  ``folder_paths`` stub's base path) and ``loras`` LoRAs under
+  ``models/loras``: each a ``<stem>.safetensors`` model beside its
+  ``<stem>.metadata.json`` sidecar (LoraManager's alongside layout, #355)
+  and, unless ``preview`` is false, a local preview PNG; ``civitai`` adds one
+  CivitAI example image per LoRA (served by the stub opener below; an import
+  downloads it only for a LoRA without a local preview); ``previous`` saves
+  that many earlier ``lora-manager`` imports with tags and image links;
+  ``settings: "invalid"`` makes LoraManager's settings file unreadable JSON
+  (the server's own isolated settings folder, ``LORA_MANAGER_SETTINGS_DIR``);
 - ``POST /__test__/integrations/gate`` ``{hold}`` holds every CivitAI
   download until it is released (``{"hold": false}``), so a test sees the job
   while it downloads;
@@ -30,6 +35,7 @@ test ever opens a network connection.
 
 import io
 import json
+import os
 import shutil
 import threading
 from pathlib import Path
@@ -91,7 +97,11 @@ def register_integrations_commands(app, routes, api, root: Path):
 
     type(api.db).replace_category_prompts = replace
 
+    def settings_file():
+        return Path(os.environ["LORA_MANAGER_SETTINGS_DIR"]) / "settings.json"
+
     def reset():
+        settings_file().unlink(missing_ok=True)
         IntegrationConfig.LORA_MANAGER_ENABLED = False
         IntegrationConfig.LORA_MANAGER_PATH = ""
         IntegrationConfig.LORA_TRIGGER_WORDS_ENABLED = False
@@ -118,11 +128,17 @@ def register_integrations_commands(app, routes, api, root: Path):
         data = await request.json() if request.can_read_body else {}
         count = data.get("loras", 2)
         previous = data.get("previous", 0)
+        preview = data.get("preview", True)
+        settings = data.get("settings")
         for value in (count, previous):
             if isinstance(value, bool) or not isinstance(value, int):
                 raise web.HTTPBadRequest()
         if not 0 <= count <= MAX_LORAS or not 0 <= previous <= MAX_LORAS:
             raise web.HTTPBadRequest()
+        if not isinstance(preview, bool) or settings not in (None, "invalid"):
+            raise web.HTTPBadRequest()
+        if settings == "invalid":
+            settings_file().write_text("{not json", encoding="utf-8")
         (lora_manager / "py").mkdir(parents=True, exist_ok=True)
         (lora_manager / "__init__.py").write_text("")
         loras.mkdir(parents=True, exist_ok=True)
@@ -141,8 +157,10 @@ def register_integrations_commands(app, routes, api, root: Path):
                 "model_name": f"Style {number + 1:02}",
                 "civitai": civitai,
             }
+            (loras / f"{stem}.safetensors").write_bytes(b"model")
             (loras / f"{stem}.metadata.json").write_text(json.dumps(meta))
-            (loras / f"{stem}.png").write_bytes(_png())
+            if preview:
+                (loras / f"{stem}.png").write_bytes(_png())
         for number in range(previous):
             text = f"previous lora import {number + 1}"
             prompt_id = api.db.save_prompt(

tests/browser/workspace_library_editor_fixture.py

@@ -3,11 +3,11 @@
 from __future__ import annotations
 
 from pathlib import Path
-import shutil
 from typing import TYPE_CHECKING
 
 from aiohttp import web
 from PIL import Image
+from tests.browser.folder_trash import replace_folder
 
 if TYPE_CHECKING:
     from py.api import PromptManagerAPI
@@ -51,8 +51,7 @@ def seed_library_editor(api: PromptManagerAPI, root: Path) -> dict:
         for table in _TABLES:
             conn.execute(f"DELETE FROM {table}")
     for name in ("output", "input"):
-        shutil.rmtree(root / name)
-        (root / name).mkdir()
+        replace_folder(root / name)
     epoch = db.get_execution_epoch()
     receipt = db.create_library_recipe(
         EDITOR_POSITIVE,

tests/browser/workspace_review_fixture.py

@@ -52,6 +52,7 @@ from typing import TYPE_CHECKING
 from aiohttp import web
 from PIL import Image
 from PIL.PngImagePlugin import PngInfo
+from tests.browser.folder_trash import replace_folder
 
 if TYPE_CHECKING:
     from py.api import PromptManagerAPI
@@ -225,8 +226,7 @@ def seed_review(
             conn.execute(f"DELETE FROM {table}")
     api.close_annotation_captures()
     for name in ("output", "input"):
-        shutil.rmtree(root / name)
-        (root / name).mkdir()
+        replace_folder(root / name)
     shutil.rmtree(root / "temp" / "review", ignore_errors=True)
     output = root / "output"
     files = []

tests/browser/workspace_system_fixture.py

@@ -97,15 +97,25 @@ def register_system_commands(app, routes, api, root: Path):
     real_move = library_move.move_library
     keep = PromptManagerConfig.KEEP_LIBRARY_IN_NODE_FOLDER
     config_bytes = config_path.read_bytes() if config_path.exists() else None
-    host_values = (
-        PromptManagerConfig.RESULT_TIMEOUT,
-        PromptManagerConfig.WEBUI_DISPLAY_MODE,
-        PromptManagerConfig.WORKER_THREADS,
-        GalleryConfig.MONITORING_ENABLED,
-        PromptManagerConfig.THUMBNAIL_FORMAT,
-        PromptManagerConfig.THUMBNAIL_QUALITY,
-        PromptManagerConfig.THUMBNAIL_EDGE,
+    from py.api.settings_routes import (
+        _AUTOTAG_SETTINGS,
+        _GALLERY_SETTINGS,
+        _SETTINGS_FILE_KEYS,
     )
+
+    # Every value POST /settings can change, so a reset restores each one
+    # (a saved safety_backup=false once leaked into a later spec's review).
+    # The tagging settings are the tagging fixture's to reset.
+    host_values = {
+        (GalleryConfig if name in _GALLERY_SETTINGS else PromptManagerConfig, name): (
+            getattr(
+                GalleryConfig if name in _GALLERY_SETTINGS else PromptManagerConfig,
+                name,
+            )
+        )
+        for name in _SETTINGS_FILE_KEYS
+        if name not in _AUTOTAG_SETTINGS
+    }
     from py.api import thumbnail_encode
 
     monitor = getattr(image_monitor, "_monitor_instance", None)
@@ -135,15 +145,8 @@ def register_system_commands(app, routes, api, root: Path):
             unplugged.rmdir()
         GalleryConfig.MONITORING_DIRECTORIES = list(configured)
         api._health_report = None
-        (
-            PromptManagerConfig.RESULT_TIMEOUT,
-            PromptManagerConfig.WEBUI_DISPLAY_MODE,
-            PromptManagerConfig.WORKER_THREADS,
-            GalleryConfig.MONITORING_ENABLED,
-            PromptManagerConfig.THUMBNAIL_FORMAT,
-            PromptManagerConfig.THUMBNAIL_QUALITY,
-            PromptManagerConfig.THUMBNAIL_EDGE,
-        ) = host_values
+        for (owner, name), value in host_values.items():
+            setattr(owner, name, value)
         thumbnail_encode.reset_encoders()
         image_monitor._monitor_instance = monitor
         api.__dict__.pop("_library_resolver", None)

tests/browser/workspace_tagging_fixture.py

@@ -12,12 +12,14 @@ import json
 import os
 from pathlib import Path
 import shutil
+import threading
 import time
 from typing import TYPE_CHECKING
 
 from aiohttp import web
 from PIL import Image
 from PIL.PngImagePlugin import PngInfo
+from tests.browser.folder_trash import replace_folder
 
 if TYPE_CHECKING:
     from py.api import PromptManagerAPI
@@ -97,8 +99,7 @@ def seed_tagging(api: PromptManagerAPI, root: Path, extra_images: int = 0) -> di
         for table in _TABLES:
             conn.execute(f"DELETE FROM {table}")
     for name in ("output", "input"):
-        shutil.rmtree(root / name)
-        (root / name).mkdir()
+        replace_folder(root / name)
     output = root / "output"
     _png(output / FILES[0][0], (196, 140, 92))
     _png(output / FILES[1][0], (150, 110, 80))
@@ -181,6 +182,28 @@ def register_tagging_commands(
     routes: web.RouteTableDef, api: PromptManagerAPI, root: Path, model
 ) -> None:
     """Register fixed seed, snapshot and fake-model commands; no paths or SQL input."""
+    # The fake download (``/__test__/tagging/download``): waits on ``event``,
+    # then answers ``result``. Every reset sets the event and puts back the
+    # model's raising default, so no test can leave a worker hanging.
+    # ``generation`` grows on every reset: a download a reset released (or one
+    # that timed out) fails without touching the next test's model state.
+    download = {"event": threading.Event(), "result": True, "generation": 0}
+
+    def restore_download() -> None:
+        download["generation"] += 1
+        download["event"].set()
+        model.__dict__.pop("download_model", None)
+
+    def fake_download(model_type: str, progress_callback=None) -> bool:
+        event, generation = download["event"], download["generation"]
+        released = event.wait(DOWNLOAD_HOLD_LIMIT_S)
+        if not released or download["generation"] != generation:
+            return False
+        if download["result"]:
+            model.unavailable = model.unavailable - {model_type}
+        return download["result"]
+
+    _set_defaults(model, DEFAULTS)  # the server starts on the standard ones
 
     @routes.post("/__test__/tagging/reset")
     async def reset(request: web.Request) -> web.Response:
@@ -195,6 +218,7 @@ def register_tagging_commands(
         model.unavailable = set()
         model.suggestions = None
         model.loaded = None
+        restore_download()
         _set_defaults(model, DEFAULTS)
         # A test that ends with the dialog open leaves its capture behind; drop
         # every capture so the next test starts below the store's limits.
@@ -223,6 +247,33 @@ def register_tagging_commands(
         model.unavailable = set(data["unavailable"])
         return web.json_response({"success": True})
 
+    @routes.post("/__test__/tagging/download")
+    async def download_mode(request: web.Request) -> web.Response:
+        """Switch the model's download to a fake (never a real download).
+
+        ``{"mode": "hold"}``: the next download waits until a later
+        ``succeed`` or ``fail`` (or a reset) releases it. ``succeed`` and
+        ``fail`` release a held download with that result and answer every
+        later one at once. A successful fake marks the model downloaded.
+        """
+        data = await request.json() if request.can_read_body else None
+        if (
+            request.query
+            or not isinstance(data, dict)
+            or set(data) != {"mode"}
+            or data["mode"] not in ("hold", "succeed", "fail")
+        ):
+            raise web.HTTPBadRequest()
+        if data["mode"] == "hold":
+            download["event"].set()
+            download["event"] = threading.Event()
+            download["result"] = True
+        else:
+            download["result"] = data["mode"] == "succeed"
+            download["event"].set()
+        model.download_model = fake_download
+        return web.json_response({"success": True})
+
     @routes.post("/__test__/tagging/suggestions")
     async def suggestions(request: web.Request) -> web.Response:
         """Answer Generate with fixed scored names (the concept's own sample).
@@ -273,18 +324,28 @@ def register_tagging_commands(
         return web.json_response({"captures": count})
 
 
+# A held fake download gives up after this long, whatever the test does.
+DOWNLOAD_HOLD_LIMIT_S = 60
+
 # The standard tagging defaults: WD14 general and character thresholds, and
 # the suggestion count (``AutotagConfig``).
 DEFAULTS = (0.35, 0.85, 10)
 
 
 def _set_defaults(model, values) -> None:
+    """Set the saved tagging defaults (``AutotagConfig``, #328); a reset also
+    puts back the saved model, batch policy and template (the fake model's
+    short instructions, which the concept comparisons show)."""
     from py.config import AutotagConfig
 
     general, character, limit = values
-    model.wd14_general_threshold = general
-    model.wd14_character_threshold = character
+    AutotagConfig.GENERAL_THRESHOLD = general
+    AutotagConfig.CHARACTER_THRESHOLD = character
     AutotagConfig.SUGGESTION_LIMIT = limit
+    if values == DEFAULTS:
+        AutotagConfig.MODEL_TYPE = "wd14-swinv2"
+        AutotagConfig.EXISTING = "skip"
+        AutotagConfig.TEMPLATE = model.default_prompt
 
 
 def _valid_defaults(data: object) -> bool:

tests/browser/workspace_visual_fixture.py

@@ -5,13 +5,13 @@ from __future__ import annotations
 import json
 import os
 from pathlib import Path
-import shutil
 from typing import TYPE_CHECKING
 
 from PIL import Image, ImageDraw
 from PIL.PngImagePlugin import PngInfo
 
 from utils.hashing import generate_prompt_hash
+from tests.browser.folder_trash import replace_folder
 
 if TYPE_CHECKING:
     from py.api import PromptManagerAPI
@@ -129,8 +129,7 @@ def seed_workspace_visual(api: PromptManagerAPI, root: Path) -> None:
         ):
             conn.execute(f"DELETE FROM {table}")
     for name in ("output", "input"):
-        shutil.rmtree(root / name)
-        (root / name).mkdir()
+        replace_folder(root / name)
     for parent_index, (positive, negatives) in enumerate(zip(_POSITIVES, _NEGATIVES)):
         category = ("Architecture", "Landscape", "Abstract")[parent_index % 3]
         tags = ["geometric", ("warm", "cool")[parent_index % 2]]

tests/browser/workspace_vocabulary_fixture.py

@@ -7,10 +7,10 @@ in concept order, so tag creation order and category first use match the mock.
 from __future__ import annotations
 
 from pathlib import Path
-import shutil
 from typing import TYPE_CHECKING
 
 from aiohttp import web
+from tests.browser.folder_trash import replace_folder
 
 if TYPE_CHECKING:
     from py.api import PromptManagerAPI
@@ -120,8 +120,7 @@ def seed_vocabulary(
         for table in _TABLES:
             conn.execute(f"DELETE FROM {table}")
     for name in ("output", "input"):
-        shutil.rmtree(root / name)
-        (root / name).mkdir()
+        replace_folder(root / name)
     epoch = db.get_execution_epoch()
     recipes = []
     for recipe in CONCEPT_RECIPES:

tests/comfyui/fixtures/ledger_nodes.py

@@ -1,5 +1,6 @@
 """Deterministic nodes and queue controls installed only in an owned test host."""
 
+import asyncio
 import os
 import threading
 import time
@@ -291,7 +292,9 @@ async def image_monitor(request: web.Request) -> web.Response:
         config.MONITORING_ENABLED = True
         monitor.start_monitoring([folder_paths.get_output_directory()])
     else:
-        monitor.stop_monitoring()
+        # Joins the image worker and the observer (one shared 5 s deadline),
+        # so it runs on a worker thread, not on the event loop.
+        await asyncio.to_thread(monitor.stop_monitoring)
         config.MONITORING_ENABLED = False
     return web.json_response({"monitoring": monitor.is_monitoring})
 

tests/fixtures/README.md

@@ -113,3 +113,19 @@ by their own suites. The expectations start as the observed baseline. A change
 that alters an outcome edits the vector in the same commit.
 `tests/js/legacy-metadata-characterization.test.js` pins what
 the legacy viewers show on the same files.
+
+# Legacy contract snapshot
+
+`legacy_contract_snapshot.json` records what the legacy admin and gallery pages
+talk to while System S13 (#330) moves their tools to native System: every
+registered route as `"<METHOD> <path>"` (`routes`) and the key paths of
+`GET /prompt_manager/settings` to depth 2 (`settings_keys`; list items give the
+union of their keys as `name[].key`). `tests/test_legacy_contract_snapshot.py`
+compares a temp-database API against it. Record it again only for an intended
+change, and say why in the PR body:
+
+```sh
+PM_RECORD_LEGACY_SNAPSHOT=1 python3 -m unittest tests.test_legacy_contract_snapshot
+```
+
+Cutover (#334) removes the test and this fixture.

tests/fixtures/legacy_contract_snapshot.json

@@ -0,0 +1,200 @@
+{
+  "routes": [
+    "DELETE /prompt_manager/delete/{prompt_id}",
+    "DELETE /prompt_manager/image-annotations/capture/{token}",
+    "DELETE /prompt_manager/images/favorite",
+    "DELETE /prompt_manager/images/{image_id}",
+    "DELETE /prompt_manager/pairs/{pair_id}",
+    "DELETE /prompt_manager/prompts/{prompt_id}/tags",
+    "DELETE /prompt_manager/restore/preview/{token}",
+    "DELETE /prompt_manager/saved-views/{view_id}",
+    "DELETE /prompt_manager/tags/{tag_name}",
+    "GET /prompt_manager/admin",
+    "GET /prompt_manager/autotag/models",
+    "GET /prompt_manager/backup",
+    "GET /prompt_manager/backup/status",
+    "GET /prompt_manager/categories",
+    "GET /prompt_manager/diagnostics",
+    "GET /prompt_manager/export",
+    "GET /prompt_manager/gallery",
+    "GET /prompt_manager/gallery.html",
+    "GET /prompt_manager/gallery/subfolders",
+    "GET /prompt_manager/history/runs/{run_id}",
+    "GET /prompt_manager/history/runs/{run_id}/output/current/inspection",
+    "GET /prompt_manager/history/runs/{run_id}/output/current/media",
+    "GET /prompt_manager/history/runs/{run_id}/output/current/thumbnail",
+    "GET /prompt_manager/history/runs/{run_id}/outputs",
+    "GET /prompt_manager/image-annotations/capture/{token}",
+    "GET /prompt_manager/images/all",
+    "GET /prompt_manager/images/inspect/{image_path}",
+    "GET /prompt_manager/images/output",
+    "GET /prompt_manager/images/prompt/{image_path}",
+    "GET /prompt_manager/images/recent",
+    "GET /prompt_manager/images/search",
+    "GET /prompt_manager/images/serve/{filepath}",
+    "GET /prompt_manager/images/thumbnails/plan",
+    "GET /prompt_manager/images/thumbnails/status",
+    "GET /prompt_manager/images/{image_id}/file",
+    "GET /prompt_manager/jobs",
+    "GET /prompt_manager/jobs/{job_id}",
+    "GET /prompt_manager/jobs/{job_id}/events",
+    "GET /prompt_manager/jobs/{job_id}/report",
+    "GET /prompt_manager/js/{filepath}",
+    "GET /prompt_manager/lib/{filepath}",
+    "GET /prompt_manager/library",
+    "GET /prompt_manager/library/export",
+    "GET /prompt_manager/library/options",
+    "GET /prompt_manager/library/{positive_id}",
+    "GET /prompt_manager/library/{positive_id}/history",
+    "GET /prompt_manager/library/{positive_id}/history/pairs/{pair_id}/newest",
+    "GET /prompt_manager/library/{positive_id}/images",
+    "GET /prompt_manager/logs",
+    "GET /prompt_manager/logs/config",
+    "GET /prompt_manager/logs/download/{filename}",
+    "GET /prompt_manager/logs/files",
+    "GET /prompt_manager/logs/stats",
+    "GET /prompt_manager/lora/detect",
+    "GET /prompt_manager/lora/status",
+    "GET /prompt_manager/lora/trigger-words",
+    "GET /prompt_manager/maintenance/duplicates/{job_id}",
+    "GET /prompt_manager/pairs",
+    "GET /prompt_manager/pairs/export",
+    "GET /prompt_manager/pairs/{pair_id}",
+    "GET /prompt_manager/prompts/{prompt_id}/images",
+    "GET /prompt_manager/recent",
+    "GET /prompt_manager/review/events",
+    "GET /prompt_manager/review/items",
+    "GET /prompt_manager/review/items/{item_id}",
+    "GET /prompt_manager/saved-views",
+    "GET /prompt_manager/scan/status",
+    "GET /prompt_manager/scan_duplicates",
+    "GET /prompt_manager/scan_duplicates/status",
+    "GET /prompt_manager/scan_output_dir",
+    "GET /prompt_manager/search",
+    "GET /prompt_manager/settings",
+    "GET /prompt_manager/stats",
+    "GET /prompt_manager/subfolders",
+    "GET /prompt_manager/system/diagnostics",
+    "GET /prompt_manager/system/health",
+    "GET /prompt_manager/system/library",
+    "GET /prompt_manager/system/overview",
+    "GET /prompt_manager/system/statistics",
+    "GET /prompt_manager/tags",
+    "GET /prompt_manager/tags/filter",
+    "GET /prompt_manager/tags/stats",
+    "GET /prompt_manager/tags/suggest",
+    "GET /prompt_manager/tags/{tag_name}/prompts",
+    "GET /prompt_manager/test",
+    "GET /prompt_manager/vocabulary/categories",
+    "GET /prompt_manager/vocabulary/tags",
+    "GET /prompt_manager/vocabulary/tags/{tag_id}/impact",
+    "GET /prompt_manager/web",
+    "GET /prompt_manager/workspace",
+    "PATCH /prompt_manager/library/{positive_id}",
+    "PATCH /prompt_manager/pairs/{pair_id}",
+    "PATCH /prompt_manager/saved-views/{view_id}",
+    "PATCH /prompt_manager/vocabulary/tags/{tag_id}",
+    "POST /prompt_manager/autotag/apply",
+    "POST /prompt_manager/autotag/batch/preview",
+    "POST /prompt_manager/autotag/download/{model_type}",
+    "POST /prompt_manager/autotag/single",
+    "POST /prompt_manager/autotag/start",
+    "POST /prompt_manager/autotag/unload",
+    "POST /prompt_manager/bulk/category",
+    "POST /prompt_manager/bulk/delete",
+    "POST /prompt_manager/bulk/tags",
+    "POST /prompt_manager/cleanup",
+    "POST /prompt_manager/delete_duplicate_images",
+    "POST /prompt_manager/diagnostics/test-link",
+    "POST /prompt_manager/gallery/rescan",
+    "POST /prompt_manager/image-annotations/observe",
+    "POST /prompt_manager/image-annotations/suggest",
+    "POST /prompt_manager/images/clear-thumbnails",
+    "POST /prompt_manager/images/generate-thumbnails",
+    "POST /prompt_manager/images/generate-thumbnails/progress",
+    "POST /prompt_manager/images/link",
+    "POST /prompt_manager/images/reveal",
+    "POST /prompt_manager/jobs/autotag",
+    "POST /prompt_manager/jobs/duplicates",
+    "POST /prompt_manager/jobs/image-tags",
+    "POST /prompt_manager/jobs/model-download",
+    "POST /prompt_manager/jobs/scan",
+    "POST /prompt_manager/jobs/thumbnails",
+    "POST /prompt_manager/jobs/{job_id}/cancel",
+    "POST /prompt_manager/library",
+    "POST /prompt_manager/library/{positive_id}/variants",
+    "POST /prompt_manager/logs/config",
+    "POST /prompt_manager/logs/truncate",
+    "POST /prompt_manager/lora/enable",
+    "POST /prompt_manager/lora/import/apply",
+    "POST /prompt_manager/lora/import/preview",
+    "POST /prompt_manager/lora/refresh-cache",
+    "POST /prompt_manager/lora/scan",
+    "POST /prompt_manager/maintenance",
+    "POST /prompt_manager/maintenance/apply",
+    "POST /prompt_manager/maintenance/preview",
+    "POST /prompt_manager/pairs",
+    "POST /prompt_manager/prompts/tags",
+    "POST /prompt_manager/prompts/{prompt_id}/tags",
+    "POST /prompt_manager/restore",
+    "POST /prompt_manager/restore/apply",
+    "POST /prompt_manager/restore/preview",
+    "POST /prompt_manager/review/items/{item_id}/decision",
+    "POST /prompt_manager/save",
+    "POST /prompt_manager/saved-views",
+    "POST /prompt_manager/scan",
+    "POST /prompt_manager/scan/cancel",
+    "POST /prompt_manager/scan_duplicates/stream",
+    "POST /prompt_manager/settings",
+    "POST /prompt_manager/settings/validate-source",
+    "POST /prompt_manager/system/health",
+    "POST /prompt_manager/system/library/keep",
+    "POST /prompt_manager/system/library/move",
+    "POST /prompt_manager/tags/merge",
+    "POST /prompt_manager/vocabulary/categories/apply",
+    "POST /prompt_manager/vocabulary/categories/preview",
+    "POST /prompt_manager/vocabulary/tags",
+    "POST /prompt_manager/vocabulary/tags/{tag_id}/delete",
+    "PUT /prompt_manager/image-annotations/tags",
+    "PUT /prompt_manager/images/favorite",
+    "PUT /prompt_manager/prompts/{prompt_id}",
+    "PUT /prompt_manager/prompts/{prompt_id}/rating",
+    "PUT /prompt_manager/tags/{tag_name}"
+  ],
+  "settings_keys": [
+    "monitor",
+    "monitor.observer_alive",
+    "monitor.present",
+    "monitor.scheduled",
+    "revision",
+    "settings",
+    "settings.autotag_character_threshold",
+    "settings.autotag_existing",
+    "settings.autotag_general_threshold",
+    "settings.autotag_model_type",
+    "settings.autotag_suggestion_limit",
+    "settings.autotag_template",
+    "settings.cpu_count",
+    "settings.gallery_root_path",
+    "settings.gallery_root_paths",
+    "settings.infinite_scroll",
+    "settings.monitored_directories",
+    "settings.monitoring_enabled",
+    "settings.result_timeout",
+    "settings.safety_backup",
+    "settings.thumbnail_edge",
+    "settings.thumbnail_format",
+    "settings.thumbnail_quality",
+    "settings.webui_display_mode",
+    "settings.worker_threads",
+    "sources",
+    "sources.auto_detected",
+    "sources.configured",
+    "sources.effective",
+    "success",
+    "thumbnail_encoders",
+    "thumbnail_encoders.jpeg",
+    "thumbnail_encoders.jxl",
+    "thumbnail_encoders.webp"
+  ]
+}

tests/fixtures/local-inspect/legacy-agreement.json

@@ -0,0 +1,107 @@
+{
+ "generation_params": [
+  "case:basic",
+  "case:shared-prompt-pipeline",
+  "tests/fixtures/inspection_parity/f02.png",
+  "tests/fixtures/inspection_parity/f03.png",
+  "tests/fixtures/inspection_parity/f06c.png",
+  "tests/fixtures/inspection_parity/f06e.png",
+  "tests/fixtures/inspection_parity/f07a.png",
+  "tests/fixtures/inspection_parity/f07b.png",
+  "tests/fixtures/inspection_parity/f08.png",
+  "tests/fixtures/inspection_parity/f09.png",
+  "tests/fixtures/inspection_parity/f10.png",
+  "tests/fixtures/inspection_parity/f11.png",
+  "tests/fixtures/inspection_parity/f15.png",
+  "tests/fixtures/inspection_parity/f16.png",
+  "tests/fixtures/inspection_parity/f23.png"
+ ],
+ "inspection_parity": [
+  "f02",
+  "f03",
+  "f06c",
+  "f06e",
+  "f07a",
+  "f07b",
+  "f08",
+  "f09",
+  "f10",
+  "f11",
+  "f14",
+  "f15",
+  "f16",
+  "f23"
+ ],
+ "local_resolver": [
+  "anchor-first-stage-no-latent",
+  "anchor-same-links",
+  "anchor-same-links-unanchored",
+  "built-chars",
+  "class-type-missing",
+  "class-type-number",
+  "combine-equal",
+  "controlnet-slot1",
+  "custom-cfg",
+  "duplicate-key",
+  "encode",
+  "int-id",
+  "latent-encode",
+  "overwritten-bad-workflow",
+  "pair-execution",
+  "pair-execution-bad-json",
+  "pair-execution-mismatch",
+  "pair-execution-negative-changed",
+  "pair-execution-other-node",
+  "pair-execution-truncated",
+  "pair-execution-two-records",
+  "pair-execution-version-float",
+  "pair-execution-version-true",
+  "pair-graph",
+  "pass-through-unknown-role-inputs",
+  "passthrough",
+  "prompt-and-parameters",
+  "prompt-manager",
+  "select-detailer-chain-same",
+  "select-detailer-no-sampler-upstream",
+  "select-detailer-output-walk-exhausted",
+  "select-detailer-same-prompt",
+  "select-edge-hires-fix-denoised-slot",
+  "select-edge-hires-fix-lineage-cycle",
+  "select-edge-hires-fix-two-refiners",
+  "select-flux-concat",
+  "select-flux-reroute-input",
+  "select-flux-three-stage",
+  "select-hires-fix",
+  "select-hires-fix-both-saved",
+  "select-hires-fix-reroute",
+  "select-hires-fix-unlisted",
+  "select-multistage-latent",
+  "select-preview-dropped",
+  "select-preview-through-bad-node",
+  "select-runtime-flux-other-full-prompt",
+  "select-runtime-flux-trigger",
+  "select-runtime-search-list-append",
+  "select-runtime-through-chained",
+  "select-runtime-through-concat",
+  "select-runtime-through-text-encode",
+  "select-runtime-traced-prepend",
+  "select-runtime-trigger-append-single",
+  "select-runtime-trigger-pair",
+  "select-runtime-trigger-prepend",
+  "select-three-identical-one-advanced",
+  "select-two-identical",
+  "select-unconsumed-stage-kept",
+  "several-samplers",
+  "smz-false",
+  "text-at-limit",
+  "unknown-encoder",
+  "workflow-type-dict",
+  "workflow-type-in-subgraph",
+  "workflow-type-list",
+  "workflow-type-without-id",
+  "zeroed"
+ ],
+ "unknown_nodes": [
+  "unknown-role-inputs"
+ ]
+}

tests/js/api-client.test.js

@@ -388,6 +388,16 @@ test("ApiError keeps a validated running job on busy and a validated source on i
     assert.deepEqual([new ApiError(409, "old caller").running, new ApiError(409, "old caller").source], [null, null]);
 });
 
+test("ApiError keeps a validated operation on model-busy only (#328)", () => {
+    const body = { operation: "Tagging model download · WD14 ViT" };
+    assert.equal(new ApiError(409, "busy", "model-busy", null, body).operation, "Tagging model download · WD14 ViT");
+    assert.equal(new ApiError(409, "busy", "busy", null, body).operation, null);
+    for (const operation of [null, 7, "", "x".repeat(201)]) {
+        assert.equal(new ApiError(409, "busy", "model-busy", null, { operation }).operation, null);
+    }
+    assert.equal(new ApiError(409, "busy", "model-busy").operation, null);
+});
+
 test("ApiError says whether the server itself refused (a parsed success:false body; S7 review I1)", () => {
     assert.equal(new ApiError(400, "bad", null, null, { success: false, error: "bad" }).refused, true);
     assert.equal(new ApiError(409, "busy", "busy", null, { success: false, code: "busy" }).refused, true);

tests/js/gallery-review.test.js

@@ -36,33 +36,48 @@ function fixture() {
     const reply = (index, data) => requests[index].resolve({ json: async () => data });
     return { manager, requests, reply, notifications };
 }
-test('gallery review retains root identity and applies tags with the returned prompt ID', async () => {
+const SHA = 'a'.repeat(64);
+test('gallery review retains root identity and applies the tags to the image by its sha256 (#379)', async () => {
     const { manager, requests, reply } = fixture();
     const load = manager.loadNextReviewImage();
     assert.equal(requests[0].body.root_index, 1);
-    reply(0, { success: true, prompt_id: 42, tags: ['smile'] });
+    assert.equal(requests[0].body.existing, 'merge');
+    reply(0, { success: true, prompt_id: 42, tags: ['smile'], sha256: SHA, image_tags: [] });
     await load;
     manager.loadNextReviewImage = () => {};
     const apply = manager.applyReviewTags();
-    assert.deepEqual(requests[1].body, { prompt_id: 42, tags: ['smile'] });
+    assert.equal(requests[1].url, '/prompt_manager/autotag/apply');
+    assert.deepEqual(requests[1].body, ImageHelpers.autotagApplyBody(
+        { id: 'digest', path: 'same.png', root_index: 1 }, SHA, ['smile']));
+    assert.equal('prompt_id' in requests[1].body, false);
     reply(1, { success: true });
     await apply;
 });
-test('unlinked images do not submit an invalid apply request or advance', async () => {
+test('an unlinked image applies to the image like a linked one', async () => {
     const { manager, requests, reply } = fixture();
     const load = manager.loadNextReviewImage();
-    reply(0, { success: true, prompt_id: null, tags: ['smile'] });
+    reply(0, { success: true, prompt_id: null, tags: ['smile'], sha256: SHA, image_tags: [] });
     await load;
+    manager.loadNextReviewImage = () => {};
     const apply = manager.applyReviewTags();
-    if (requests[1]) reply(1, { success: false, error: "Unexpected apply" });
+    assert.equal(requests[1].body.sha256, SHA);
+    assert.deepEqual(requests[1].body.tags, ['smile']);
+    reply(1, { success: true });
     await apply;
-    assert.equal(requests.length, 1);
-    assert.equal(manager.autoTagState.reviewIndex, 0);
+});
+test('an answer without a captured sha256 never sends an apply', async () => {
+    const { manager, requests, reply } = fixture();
+    const load = manager.loadNextReviewImage();
+    reply(0, { success: true, prompt_id: 42, tags: ['smile'] });
+    await load;
+    manager.loadNextReviewImage = () => {};
+    await manager.applyReviewTags();
+    assert.equal(requests.filter(r => r.url === '/prompt_manager/autotag/apply').length, 0);
 });
 test('a failed apply keeps the current image available for retry', async () => {
     const { manager, requests, reply } = fixture();
     const load = manager.loadNextReviewImage();
-    reply(0, { success: true, prompt_id: 42, tags: ['smile'] });
+    reply(0, { success: true, prompt_id: 42, tags: ['smile'], sha256: SHA, image_tags: [] });
     await load;
     const apply = manager.applyReviewTags();
     reply(1, { success: false, error: 'Try again' });

tests/js/image-helpers.test.js

@@ -5,6 +5,8 @@ const {
     formatImageCaption,
     workflowDocumentHtml,
     autotagSingleBody,
+    autotagApplyBody,
+    autotagCompleteMessage,
     fallbackImageSource,
 } = require("../../web/js/image-helpers.js");
 
@@ -121,3 +123,27 @@ test('metadata lookup preserves encoded filename characters and works behind a p
     assert.equal(metadataLookupUrl('/prompt_manager/images/serve/a.png?v=123'), '/prompt_manager/images/prompt/a.png');
     assert.equal(metadataLookupUrl('/elsewhere/a.png'), null);
 });
+
+test("autotagSingleBody asks to skip auto-tagged images only when told (#379)", () => {
+    assert.equal(autotagSingleBody({ id: 1 }, WD14).existing, "merge");
+    assert.equal(autotagSingleBody({ id: 1 }, { ...WD14, existing: "skip" }).existing, "skip");
+    assert.equal(autotagSingleBody({ id: 1 }, { ...WD14, existing: "odd" }).existing, "merge");
+});
+
+test("autotagApplyBody names the image, its bytes and the tags, never a prompt (#379)", () => {
+    const sha = "a".repeat(64);
+    assert.deepEqual(autotagApplyBody({ id: 4, prompt_id: 7 }, sha, ["bird"]), { image_id: 4, sha256: sha, tags: ["bird"] });
+    assert.deepEqual(autotagApplyBody({ id: "digest", path: "sub/a.png", root_index: 1 }, sha, []),
+        { path: "sub/a.png", root_index: 1, sha256: sha, tags: [] });
+    assert.deepEqual(autotagApplyBody({ id: 2 }, undefined, null), { image_id: 2, sha256: "", tags: [] });
+    const tags = ["x"];
+    autotagApplyBody({ id: 1 }, sha, tags).tags.push("y");
+    assert.deepEqual(tags, ["x"]);
+});
+
+test("autotagCompleteMessage counts images (#379)", () => {
+    assert.equal(autotagCompleteMessage(2), "Auto tagging complete! Tagged 2 images.");
+    assert.equal(autotagCompleteMessage(1), "Auto tagging complete! Tagged 1 image.");
+    assert.equal(autotagCompleteMessage(0), "Auto tagging complete! Tagged 0 images.");
+    assert.equal(autotagCompleteMessage(undefined), "Auto tagging complete! Tagged 0 images.");
+});

tests/js/sse-stream.test.js

@@ -97,6 +97,30 @@ test("connect reports a non-2xx response through onerror and never onmessage", a
     assert.equal(source.readyState, source.CLOSED);
 });
 
+test("a non-2xx JSON answer's error sentence reaches onerror as serverMessage", async () => {
+    let error = null;
+    const fetchImpl = async () => new Response(
+        JSON.stringify({ success: false, error: "Auto-tagging is already running" }),
+        { status: 409, headers: { "Content-Type": "application/json" } },
+    );
+    const source = connect("/x", { fetchImpl });
+    source.onerror = (err) => { error = err; };
+    await until(() => error !== null);
+    assert.match(error.message, /409/);
+    assert.equal(error.status, 409);
+    assert.equal(error.serverMessage, "Auto-tagging is already running");
+});
+
+test("a non-2xx answer without a JSON error has no serverMessage", async () => {
+    let error = null;
+    const fetchImpl = async () => new Response("nope", { status: 500 });
+    const source = connect("/x", { fetchImpl });
+    source.onerror = (err) => { error = err; };
+    await until(() => error !== null);
+    assert.equal(error.status, 500);
+    assert.equal(error.serverMessage, undefined);
+});
+
 test("connect reports a network failure through onerror", async () => {
     let error = null;
     const source = connect("/x", { fetchImpl: async () => { throw new TypeError("Failed to fetch"); } });

tests/js/support/local-inspect-oracle.mjs

@@ -40,7 +40,7 @@ const semantics = compileSemantics(JSON.parse(fs.readFileSync(path.join(here, '.
 const { extractGenerationFacts } = require(path.join(here, '..', '..', '..', 'web', 'js', 'comfy-metadata.js'));
 
 /** The local evidence for one set of record texts. */
-const resolved = records => ({ evidence: resolveLocalEvidence(records, semantics) });
+const resolved = (records, fileName = null) => ({ evidence: resolveLocalEvidence(records, semantics, fileName) });
 
 /** The local wire's evidence and six facts for one read (no legacy fill, as in the vectors' own harness). */
 function localPayload(read, file, classification) {
@@ -59,14 +59,14 @@ const output = {};
 for (const entry of JSON.parse(Buffer.concat(chunks).toString('utf8'))) {
     const { name } = entry;
     if (entry.mode === 'resolve') {
-        if (entry.records !== undefined) { output[name] = resolved(entry.records); continue; }
+        if (entry.records !== undefined) { output[name] = resolved(entry.records, entry.fileName ?? null); continue; }
         const blob = await fs.openAsBlob(entry.path);
         const { classification, result } = await readLocalFile(blob, { pngMetadata });
         const read = classification === null ? null : toInspectionRead(classification, result).read;
         if (classification === null) { output[name] = { unreadable: true }; continue; }
         // The evidence is the local wire's own (buildLocalPayload), and it equals resolveLocalEvidence of the records.
         const local = localPayload(result, { name: path.basename(entry.path), size: blob.size }, classification);
-        const direct = read === null ? unreadableEvidence() : resolved(read.records).evidence;
+        const direct = read === null ? unreadableEvidence() : resolved(read.records, path.basename(entry.path)).evidence;
         if (JSON.stringify(direct) !== JSON.stringify(local.evidence)) throw new Error(`${name}: the wire's roles are not the resolver's`);
         output[name] = read === null ? { unreadable: true, ...local } : local;
         continue;

tests/js/workspace-activity-kinds.test.js

@@ -225,3 +225,26 @@ test('a failed duplicate cleanup says the server reason (S7 review M3)', async (
     assert.equal(finishToast(failed), `Duplicate cleanup failed · ${reason}`);
     assert.equal(finishToast({ ...failed, status_line: '' }), 'Duplicate cleanup failed · 0 removed · 1 error');
 });
+
+// #328: Tag output images (`autotag`) reuses the image tagging view: Tagged / Unchanged / Skipped / Errors and Cancel.
+// The legacy page's hold of the same kind counts nothing and is not cancellable, so it keeps the generic held view.
+test('autotag gets Tagged / Unchanged / Skipped / Errors and Cancel; its legacy hold keeps the generic view', async () => {
+    const { kindOf, viewOf, canCancel } = await source;
+    const { startToast, finishToast } = await store;
+    const counters = { tagged: 3, unchanged: 1, skipped: 2, errors: 0 };
+    const batch = job({ kind: 'autotag', title: 'Tag output images', counters, scope: { images: 6 } });
+    const view = viewOf(batch);
+    assert.deepEqual(view.tiles.map(([group, label]) => [group, label]),
+        [['tagged', 'Tagged'], ['unchanged', 'Unchanged'], ['skipped', 'Skipped'], ['errors', 'Errors']]);
+    assert.equal(kindOf('autotag').pillVerb, 'Tagging');
+    assert.equal(kindOf('autotag').cancelLabel, 'Cancel tagging');
+    assert.equal(canCancel(batch), true);
+    assert.equal(startToast(batch), 'Tag output images started.');
+    assert.match(finishToast({ ...batch, state: 'finished', finished_at: 2 }), /^Tag output images finished/);
+
+    const held = job({ kind: 'autotag', title: 'Tag output images (legacy page)', counters: {}, cancellable: false,
+        progress: 0, processed: 0, total: 0 });
+    const legacy = viewOf(held);
+    assert.deepEqual([legacy.tiles, legacy.outcomes, [...legacy.openable]], [[], [], []]);
+    assert.equal(canCancel(held), false);
+});

tests/js/workspace-image-tagging-state.test.js

@@ -197,6 +197,52 @@ test('instructions default to the server prompt', async () => {
     assert.equal(c.state.options.suggestion_limit, 7, 'the suggestion count survives a model change');
 });
 
+// #328: one tagging configuration. The dialogs start on the model saved in System › Auto-tagging, unless a preset
+// (a review session's choice) or the user already picked one; an unknown saved model keeps the first option.
+test('dialog starts on the saved model unless a preset or the user chose one', async () => {
+    const saved = { [`GET ${MODELS}`]: () => response(200, models({ model_type: 'gguf' })) };
+    const { c } = await opened(saved);
+    assert.equal(c.state.model, 'gguf');
+    assert.equal(c.state.options.instructions, DEFAULT_PROMPT);
+
+    const { c: preset } = await opened(saved, { preset: { model: 'wd14-vit', options: {} } });
+    assert.equal(preset.state.model, 'wd14-vit');
+
+    const { createImageTaggingController, createTaggingOptionsController } = await load();
+    const h = harness(defaultRoutes(saved));
+    const picked = createImageTaggingController({ api: h.api, target: TARGET, source: 'images' });
+    picked.setModel('hf');
+    await picked.open();
+    await settle();
+    assert.equal(picked.state.model, 'hf', 'the user picked a model before the read landed');
+
+    // A pick made while the models read is still in flight wins over the saved model that lands after it.
+    const gate = deferred();
+    const late = harness(defaultRoutes({ [`GET ${MODELS}`]: () => gate.promise }));
+    const racing = createImageTaggingController({ api: late.api, target: TARGET, source: 'images' });
+    const opening = racing.open();
+    await settle();
+    assert.equal(racing.state.phase, 'observing');
+    racing.setModel('wd14-vit');
+    gate.resolve(response(200, models({ model_type: 'gguf' })));
+    await opening;
+    await settle();
+    assert.equal(racing.state.model, 'wd14-vit');
+    racing.dispose();
+
+    const { c: unknown } = await opened({ [`GET ${MODELS}`]: () => response(200, models({ model_type: 'wd14-convnext' })) });
+    assert.equal(unknown.state.model, 'wd14-swinv2');
+
+    const options = createTaggingOptionsController({ api: harness(defaultRoutes(saved)).api });
+    await options.open();
+    assert.equal(options.state.model, 'gguf');
+    const chosen = createTaggingOptionsController({ api: harness(defaultRoutes(saved)).api });
+    chosen.setModel('wd14-vit');
+    await chosen.open();
+    assert.equal(chosen.state.model, 'wd14-vit');
+    for (const controller of [c, preset, picked, unknown, options, chosen]) controller.dispose();
+});
+
 test('an unreadable or malformed models read falls back to the documented defaults', async () => {
     for (const route of [() => fail(500, null), () => response(200, models({ default_prompt: 4, suggestion_limit: 0, wd14_general_threshold: 2, wd14_character_threshold: 'x' }))]) {
         const { c } = await opened({ [`GET ${MODELS}`]: route });
@@ -542,7 +588,7 @@ test('model-unavailable and model-busy set the status line only', async () => {
     await c.generate();
     const before = c.state;
     for (const [code, message] of [
-        ['model-unavailable', 'WD14 SwinV2 is not downloaded. Download it from the legacy Auto-tag page.'],
+        ['model-unavailable', 'WD14 SwinV2 is not downloaded. Download it in System › Auto-tagging.'],
         ['model-busy', 'A tagging model is busy with another operation. Try again when it finishes.'],
         ['unsupported-media', 'Images larger than 4096 px per side or 16,777,216 px are not supported.'],
     ]) {

tests/js/workspace-images-multiselect.test.js

@@ -0,0 +1,110 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+const source = import('../../web/js/workspace/images-multiselect.mjs');
+
+const KEYS = Object.freeze(['0:a', '0:b', '0:c', '0:d', '1:e']);
+
+test('a range runs from the anchor to the target in display order, either way', async () => {
+    const { rangeKeys } = await source;
+    assert.deepEqual(rangeKeys(KEYS, '0:b', '0:d'), ['0:b', '0:c', '0:d']);
+    assert.deepEqual(rangeKeys(KEYS, '1:e', '0:c'), ['0:c', '0:d', '1:e']);
+    assert.deepEqual(rangeKeys(KEYS, '0:c', '0:c'), ['0:c']);
+});
+
+test('a range without a listed anchor is the target alone, and an unlisted target is empty', async () => {
+    const { rangeKeys } = await source;
+    assert.deepEqual(rangeKeys(KEYS, null, '0:c'), ['0:c']);
+    assert.deepEqual(rangeKeys(KEYS, '9:gone', '0:c'), ['0:c']);
+    assert.deepEqual(rangeKeys(KEYS, '0:a', '9:gone'), []);
+});
+
+test('applying keys adds or removes them and keeps the same frozen set when nothing changes', async () => {
+    const { applyKeys } = await source;
+    const start = Object.freeze(new Set(['0:a']));
+    const added = applyKeys(start, ['0:b', '0:c'], true);
+    assert.deepEqual([...added], ['0:a', '0:b', '0:c']);
+    assert.ok(Object.isFrozen(added));
+    assert.deepEqual([...start], ['0:a']);
+    const removed = applyKeys(added, ['0:a', '0:b'], false);
+    assert.deepEqual([...removed], ['0:c']);
+    assert.equal(applyKeys(removed, ['0:c'], true), removed);
+    assert.equal(applyKeys(removed, ['0:a'], false), removed);
+});
+
+test('every listed key is checked only when each one is in the set', async () => {
+    const { everyChecked } = await source;
+    assert.equal(everyChecked(new Set(KEYS), KEYS), true);
+    assert.equal(everyChecked(new Set(KEYS.slice(1)), KEYS), false);
+    assert.equal(everyChecked(new Set(['x', ...KEYS.slice(1)]), KEYS), false);
+    assert.equal(everyChecked(new Set(), []), false);
+});
+
+test('the select-all-matching offer needs every loaded image checked and more to load', async () => {
+    const { offersAllMatching } = await source;
+    const all = new Set(KEYS);
+    assert.equal(offersAllMatching(all, KEYS, { total: 9, hasMore: true }), true);
+    assert.equal(offersAllMatching(all, KEYS, { total: 5, hasMore: false }), false);
+    assert.equal(offersAllMatching(new Set(KEYS.slice(1)), KEYS, { total: 9, hasMore: true }), false);
+    assert.equal(offersAllMatching(new Set(), [], { total: 9, hasMore: true }), false);
+});
+
+test('the counts read "N selected" and "All N matching selected", grouped', async () => {
+    const { matchingLabel, matchingOffer } = await source;
+    assert.equal(matchingLabel(12345), 'All 12,345 matching selected');
+    assert.equal(matchingOffer(12345), 'Select all 12,345 matching');
+});
+
+function fakeTimers() {
+    const timers = new Map();
+    let next = 1;
+    return {
+        set: (callback, delay) => { timers.set(next, { callback, delay }); return next++; },
+        clear: id => timers.delete(id),
+        fire: () => { for (const [id, { callback }] of [...timers]) { timers.delete(id); callback(); } },
+        pending: () => timers.size,
+        delays: () => [...timers.values()].map(timer => timer.delay),
+    };
+}
+
+test('a held press fires once after the delay and swallows the click that follows', async () => {
+    const { createLongPress, LONG_PRESS_MS } = await source;
+    const timers = fakeTimers(), fired = [];
+    const press = createLongPress({ onLongPress: target => fired.push(target), setTimer: timers.set, clearTimer: timers.clear });
+    press.down(10, 10, 'card-a');
+    assert.deepEqual(timers.delays(), [LONG_PRESS_MS]);
+    assert.equal(LONG_PRESS_MS, 500);
+    press.move(14, 13);
+    timers.fire();
+    assert.deepEqual(fired, ['card-a']);
+    press.up();
+    assert.equal(press.consumeClick(), true);
+    assert.equal(press.consumeClick(), false);
+});
+
+test('moving past the slop, lifting early or cancelling never fires', async () => {
+    const { createLongPress, LONG_PRESS_SLOP } = await source;
+    assert.equal(LONG_PRESS_SLOP, 10);
+    const timers = fakeTimers(), fired = [];
+    const press = createLongPress({ onLongPress: target => fired.push(target), setTimer: timers.set, clearTimer: timers.clear });
+    press.down(0, 0, 'a'); press.move(0, 11);
+    assert.equal(timers.pending(), 0);
+    press.down(0, 0, 'b'); press.up();
+    assert.equal(timers.pending(), 0);
+    press.down(0, 0, 'c');
+    assert.equal(press.pending(), true);
+    press.cancel();
+    assert.equal(press.pending(), false);
+    assert.equal(timers.pending(), 0);
+    press.move(0, 0); press.up(); press.cancel();
+    assert.deepEqual(fired, []);
+    assert.equal(press.consumeClick(), false);
+    // A new press drops a long press whose click never came.
+    press.down(0, 0, 'd'); timers.fire();
+    press.down(0, 0, 'e');
+    assert.equal(press.consumeClick(), false);
+    timers.fire();
+    assert.deepEqual(fired, ['d', 'e']);
+    // A cancel (a mouse press on a hybrid device) forgets a fired press whose click never came.
+    press.cancel();
+    assert.equal(press.consumeClick(), false);
+});

tests/js/workspace-images-state.test.js

@@ -494,3 +494,11 @@ test('defaults apply to a new visit but not to the current view or a saved view'
     assert.deepEqual(initialImagesView({}), { layout: 'grid', density: 'comfortable' });
     assert.deepEqual(initialImagesView({ preferences: {} }), { layout: 'grid', density: 'comfortable' });
 });
+
+test('listingFilter is the listing query as an object, without paging (#392)', async () => {
+    const { listingFilter } = await source;
+    assert.deepEqual(listingFilter({q:'cat', root:'1', subfolder:'a/b', category:'Animals', tags:[' x ','y'], media:'video', sort:'oldest', favorites:true}),
+        {q:'cat', root:'1', subfolder:'a/b', category:'Animals', tags:'x,y', media:'video', sort:'oldest', favorites:'1'});
+    assert.deepEqual(listingFilter({root:'all', q:'', tags:[], media:'all'}), {sort:'newest'});
+    assert.throws(() => listingFilter({sort:'sideways'}), TypeError);
+});

tests/js/workspace-images-tagging-bulk.test.js

@@ -129,9 +129,9 @@ test('a model that is not downloaded is named with the server sentence', () => {
     const { modelUnavailable } = state;
     assert.equal(modelUnavailable(null, 'wd14-vit'), '');
     assert.equal(modelUnavailable({ 'wd14-vit': { downloaded: true } }, 'wd14-vit'), '');
-    assert.equal(modelUnavailable({ 'wd14-vit': { downloaded: false } }, 'wd14-vit'), 'WD14 ViT is not downloaded. Download it from the legacy Auto-tag page.');
+    assert.equal(modelUnavailable({ 'wd14-vit': { downloaded: false } }, 'wd14-vit'), 'WD14 ViT is not downloaded. Download it in System › Auto-tagging.');
     assert.equal(modelUnavailable({ gguf: { downloaded: false, name: 'GGUF (Recommended)' } }, 'gguf'),
-        'GGUF (Recommended) is not downloaded. Download it from the legacy Auto-tag page.');
+        'GGUF (Recommended) is not downloaded. Download it in System › Auto-tagging.');
     assert.throws(() => modelUnavailable({}, 'nope'), TypeError);
 });
 
@@ -196,3 +196,29 @@ test('a preset starts the Tag image dialog on the chosen model and options', asy
     assert.throws(() => createImageTaggingController({ api, target, preset: { model: 'gguf', options: { instructions: '' } } }), TypeError);
     assert.throws(() => createImageTaggingController({ api, target, preset: { model: 'gguf', options: { nope: 1 } } }), TypeError);
 });
+
+test('all matching sends the listing filter instead of targets, up to 10,000 images (#392)', async () => {
+    const { openAddTags, openAutoTag, MAX_FILTER_IMAGES, TOO_MANY_MATCHING } = module();
+    assert.equal(MAX_FILTER_IMAGES, 10000);
+    assert.equal(TOO_MANY_MATCHING, 'Narrow the view to at most 10,000 images.');
+    const toasts = [], posted = [], tagged = [];
+    let ended = null;
+    const store = { start: async (kind, body) => { posted.push([kind, body]); return { job: { id: JOB_ID, state: 'running' } }; },
+        find: () => ended, subscribe: () => () => {} };
+    const filter = { q: 'cat', sort: 'newest' };
+    // The loaded images can be more than 500: the filter, not the identities, is sent.
+    const loaded = Array.from({ length: 600 }, (_, index) => image(`bulk/${index}.png`));
+    let dialog = null;
+    openAddTags({ scope: pageScope(), store, images: loaded, filter, count: 1234, notify: text => toasts.push(text),
+        onTagged: keys => tagged.push(keys.size), openInput: args => { dialog = args; } });
+    assert.ok(dialog, 'the Add tags dialog opens');
+    ended = { id: JOB_ID, state: 'finished', counters: { tagged: 3 } };
+    await dialog.onApply('sunset');
+    assert.deepEqual(posted, [['image-tags', { mode: 'add', filter, tags: ['sunset'] }]]);
+    // The loaded files are read again when the job tagged any.
+    assert.deepEqual(tagged, [600]);
+    openAddTags({ scope: pageScope(), store, images: loaded, filter, count: 10001, notify: text => toasts.push(text),
+        openInput: () => assert.fail('no dialog over the cap') });
+    openAutoTag({ api: {}, scope: pageScope(), store, images: loaded, filter, count: 10001, notify: text => toasts.push(text) });
+    assert.deepEqual(toasts, [TOO_MANY_MATCHING, TOO_MANY_MATCHING]);
+});

tests/js/workspace-local-resolver.test.js

@@ -155,7 +155,9 @@ test('committed server answers equal the local evidence', () => {
         value !== null && typeof value === 'object' ? Object.fromEntries(Object.keys(value).sort().map(key => [key, canonical(value[key])])) : value;
     let compared = 0;
     for (const {name, records, evidence} of vectors) {
-        assert.deepEqual(canonical(resolver.resolveLocalEvidence(records, semantics)), canonical(evidence), name);
+        // A case may name the inspected file (`__file_name`, #381 saver anchoring); it is no record.
+        const {__file_name: fileName = null, ...roles} = records;
+        assert.deepEqual(canonical(resolver.resolveLocalEvidence(roles, semantics, fileName)), canonical(evidence), name);
         compared++;
     }
     assert.ok(compared > 280, `compared ${compared}`);

tests/js/workspace-state.test.js

@@ -23,7 +23,7 @@ test('tags is a native route titled Tags; only unbuilt routes hand off to legacy
         assert.equal(routeTitle(route), route.label);
     }
     assert.equal(routeTitle(resolveRoute('#/library/7')), 'Prompt library');
-    // System is native from S2 (#249 System): its undelivered sections hand off per section (D94), not the route.
+    // System is native from S2 (#249 System), and every section of it from S12 (D94 retired), not the route.
     for (const id of ['images', 'library', 'tags', 'inspect', 'overview', 'activity', 'review', 'system']) assert.equal(isHandoff(resolveRoute(`#/${id}`)), false, id);
 });
 

tests/js/workspace-system-diagnostics.test.js

@@ -0,0 +1,193 @@
+// System › Diagnostics & logs (#249 System S12, #329): the concept's two surfaces (app.js 694–695) with live values: the
+// meta-grid texts, the report's name and merge (D110), the log viewer's lines, Lines validation, statistics, retention
+// and file rows, and the Clear all logs copy (D109).
+const test = require('node:test');
+const assert = require('node:assert/strict');
+const fs = require('node:fs');
+const path = require('node:path');
+
+const diagnostics = import('../../web/js/workspace/system-diagnostics.mjs');
+
+const CONCEPT = fs.readFileSync(path.join(__dirname, '../../docs/concepts/workspace/app.js'), 'utf8');
+const SOURCE = fs.readFileSync(path.join(__dirname, '../../web/js/workspace/system-diagnostics.mjs'), 'utf8');
+const SYSTEM = fs.readFileSync(path.join(__dirname, '../../web/js/workspace/system.mjs'), 'utf8');
+
+const REPORT = {
+    checks: { database: { status: 'ok', prompt_count: 4210, has_images_table: true, image_count: 19956 } },
+    database_info: { database_path: 'user/__promptmanager/prompts.db', database_size_bytes: 1717986918 },
+    sources: { configured: 2, effective: 2, watching: 2, unavailable: 0 },
+    viewerjs: '1.15.2',
+};
+
+test('the section keeps the concept surfaces, terms, rows and labels; no sample copy ships', () => {
+    const start = CONCEPT.indexOf('case "diagnostics":');
+    const body = CONCEPT.slice(start, CONCEPT.indexOf('break;', start));
+    const terms = [...body.matchAll(/<dt>([^<]+)<\/dt>/g)].map(([, term]) => term);
+    assert.deepEqual(terms, ['Database', 'Sources', 'Viewer.js', 'Host renderers']);
+    for (const text of ["'Diagnostics'", "'Logs'", "'Run checks'", "'Refresh'", "'Level'", "'Log files & retention'",
+        "'Review log cleanup'", "'Runtime log level'", "'Console logging'", "'Image-link diagnostics'"]) {
+        assert.ok(SOURCE.includes(text), text);
+    }
+    for (const id of ['runtime-level', 'console-log']) assert.ok(body.includes(`setting("${id}"`) && SOURCE.includes(`id: '${id}'`), id);
+    assert.ok(SOURCE.includes("'toolbar spaced-16'") && body.includes('class="toolbar spaced-16"'));
+    // Prototype copy is never shipped.
+    for (const sample of ['sample', 'Sample']) assert.ok(!SOURCE.includes(`'${sample}`) && !/Download sample|Inspect sample/.test(SOURCE), sample);
+});
+
+test('D94 is retired: Diagnostics & logs is a delivered section and nothing hands off', () => {
+    assert.ok(SYSTEM.includes('diagnostics: mountDiagnostics'));
+    assert.ok(!SYSTEM.includes('SECTION_HANDOFFS'));
+    assert.ok(!SYSTEM.includes('handoff('));
+    assert.ok(!SYSTEM.includes('NOT_DELIVERED'));
+});
+
+test('database text covers readable, not readable, busy and loading', async () => {
+    const { databaseText, LOADING, UNREADABLE } = await diagnostics;
+    assert.equal(databaseText({ report: REPORT }), 'Readable · 1.6 GB · 19,956 images');
+    assert.equal(databaseText({ report: { ...REPORT, checks: { database: { status: 'ok', image_count: 1 } },
+        database_info: { database_size_bytes: 2048 } } }), 'Readable · 2.0 KB · 1 image');
+    assert.equal(databaseText({ report: { checks: { database: { status: 'error', message: 'Database error: locked' } } } }),
+        'Not readable: Database error: locked');
+    assert.equal(databaseText({ loading: true }), LOADING);
+    assert.equal(LOADING, 'Loading…');
+    assert.equal(databaseText({ error: { code: 'busy', running: { id: 'j1', title: 'Restore' } } }), 'Busy: Restore is running.');
+    assert.equal(databaseText({ error: { code: 'busy' } }), 'Busy: another job is running.');
+    assert.equal(databaseText({ error: new Error('offline') }), UNREADABLE);
+    assert.equal(UNREADABLE, 'Could not be read.');
+});
+
+test('sources text follows the precedence table', async () => {
+    const { sourcesText } = await diagnostics;
+    const of = sources => sourcesText({ report: { sources } });
+    assert.equal(of({ configured: 0, effective: 1, watching: 1, unavailable: 0 }), 'ComfyUI output folder · watching');
+    assert.equal(of({ configured: 0, effective: 1, watching: 0, unavailable: 0 }), 'ComfyUI output folder · manual scan');
+    // Unavailable wins over watching.
+    assert.equal(of({ configured: 3, effective: 2, watching: 2, unavailable: 1 }), '3 sources · 1 not available');
+    assert.equal(of({ configured: 2, effective: 2, watching: 2, unavailable: 0 }), '2 sources · 2 watching');
+    assert.equal(of({ configured: 1, effective: 1, watching: 0, unavailable: 0 }), '1 source · 0 watching');
+    assert.equal(of(undefined), 'ComfyUI output folder · manual scan');
+});
+
+test('Viewer.js reads the pinned vendor version', async () => {
+    const { viewerText } = await diagnostics;
+    assert.equal(viewerText({ report: REPORT }), '1.15.2 · pinned vendor');
+    assert.equal(viewerText({ report: {} }), 'unknown · pinned vendor');
+});
+
+test('report filename uses local time', async () => {
+    const { reportFilename } = await diagnostics;
+    assert.equal(reportFilename(new Date(2026, 9, 6, 7, 5)), 'prompt-manager-diagnostics-20261006-0705.json');
+    assert.equal(reportFilename(new Date(2026, 11, 31, 23, 59)), 'prompt-manager-diagnostics-20261231-2359.json');
+});
+
+test('merged report adds only host_renderers', async () => {
+    const { mergeReport } = await diagnostics;
+    const merged = mergeReport(REPORT, 'Detected: Classic (1 ComfyUI window).');
+    assert.deepEqual(Object.keys(merged).sort(), [...Object.keys(REPORT), 'host_renderers'].sort());
+    assert.equal(merged.host_renderers, 'Detected: Classic (1 ComfyUI window).');
+    assert.equal(mergeReport(REPORT, null).host_renderers, null);
+    assert.equal(mergeReport(REPORT, undefined).host_renderers, null);
+    // The server's fields are not changed.
+    assert.equal(merged.sources, REPORT.sources);
+});
+
+test('sizes read as the server labels them (1 KB = 1024 bytes)', async () => {
+    const { sizeText } = await diagnostics;
+    assert.equal(sizeText(0), '0 bytes');
+    assert.equal(sizeText(1), '1 byte');
+    assert.equal(sizeText(1000), '1,000 bytes');
+    assert.equal(sizeText(2048), '2.0 KB');
+    assert.equal(sizeText(10 * 2 ** 20), '10.0 MB');
+    assert.equal(sizeText(1717986918), '1.6 GB');
+    assert.equal(sizeText(undefined), '0 bytes');
+});
+
+test("log line uses the concept's format", async () => {
+    const { logLine } = await diagnostics;
+    assert.equal(logLine({ timestamp: '2026-10-26T09:42:18.123456', level: 'INFO', message: 'Database backup verified' }),
+        '09:42:18 INFO  Database backup verified');
+    assert.equal(logLine({ timestamp: '2026-10-26T09:42:18', level: 'WARNING', message: '3 images have ambiguous prompt metadata' }),
+        '09:42:18 WARNING 3 images have ambiguous prompt metadata');
+    assert.match(logLine({ timestamp: '2026-10-26T09:42:18', level: 'ERROR', message: 'x' }), /^\d\d:\d\d:\d\d [A-Z]+ +\S/);
+    // The concept's sample lines read the same way.
+    assert.ok(CONCEPT.includes('09:42:18 INFO  Scan completed'));
+});
+
+test('Lines accepts whole numbers 1 to 500 only', async () => {
+    const { validLimit, logsUrl } = await diagnostics;
+    for (const [value, expected] of [['1', 1], ['500', 500], [' 20 ', 20], ['100', 100]]) assert.equal(validLimit(value), expected, value);
+    for (const value of ['0', '501', '2.5', '', ' ', '-1', '1e2', 'abc', undefined]) assert.equal(validLimit(value), null, String(value));
+    assert.equal(logsUrl('', 20), '/prompt_manager/logs?limit=20');
+    assert.equal(logsUrl('WARNING', 20), '/prompt_manager/logs?limit=20&level=WARNING');
+});
+
+test('the level filter offers all six minimum levels; the runtime level adds CRITICAL after the concept four', async () => {
+    const { LEVEL_OPTIONS, RUNTIME_LEVELS } = await diagnostics;
+    assert.deepEqual(LEVEL_OPTIONS.map(([, label]) => label), ['All levels', 'DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL']);
+    assert.equal(LEVEL_OPTIONS[0][0], '');
+    assert.deepEqual(RUNTIME_LEVELS, ['INFO', 'WARNING', 'DEBUG', 'ERROR', 'CRITICAL']);
+    assert.ok(CONCEPT.includes('["INFO", "WARNING", "DEBUG", "ERROR"]'));
+});
+
+test('statistics text uses singular forms for one', async () => {
+    const { statsText } = await diagnostics;
+    assert.equal(statsText({ buffer_count: 1000, level_counts: { INFO: 980, WARNING: 12, ERROR: 2, CRITICAL: 1 },
+        log_files_count: 5, total_log_size: 43201024 }), '1,000 entries in memory · 3 errors · 12 warnings · 5 files · 41.2 MB on disk');
+    assert.equal(statsText({ buffer_count: 1, level_counts: { WARNING: 1, CRITICAL: 1 }, log_files_count: 1, total_log_size: 1 }),
+        '1 entry in memory · 1 error · 1 warning · 1 file · 1 byte on disk');
+    assert.equal(statsText({}), '0 entries in memory · 0 errors · 0 warnings · 0 files · 0 bytes on disk');
+});
+
+test('retention, file line and file rows read the server values', async () => {
+    const { retentionText, fileLine, fileDetail } = await diagnostics;
+    assert.equal(retentionText({ max_file_size: 10485760, backup_count: 5, file_logging: true, buffer_size: 1000 }),
+        'Rotates at 10 MB · keeps 5 rotated copies · file logging on · memory buffer 1,000 entries');
+    assert.equal(retentionText({ max_file_size: 1572864, backup_count: 1, file_logging: false, buffer_size: 1 }),
+        'Rotates at 1.5 MB · keeps 1 rotated copy · file logging off · memory buffer 1 entry');
+    const files = [
+        { filename: 'prompt_manager.log', kind: 'active', size: 1468006, modified: '2026-10-26T09:42:18' },
+        { filename: 'prompt_manager.log.1', kind: 'rotated', size: 10485760, modified: '2026-10-25T14:02:00' },
+        { filename: 'prompt_manager.log.4', kind: 'link', size: 20, modified: '2026-10-25T14:02:00' },
+        { filename: 'prompt_manager.log.bak', kind: 'other', size: 0, modified: '2026-10-24T08:00:00' },
+    ];
+    assert.equal(fileLine(files), 'prompt_manager.log · 1.4 MB · rotated copies: 1');
+    assert.equal(fileLine([]), 'prompt_manager.log · not written yet · rotated copies: 0');
+    assert.equal(fileDetail(files[1]), '10.0 MB · 2026-10-25 14:02 · Rotated copy');
+    assert.equal(fileDetail(files[2]), '20 bytes · 2026-10-25 14:02 · Link, not downloaded');
+    assert.equal(fileDetail(files[3]), '0 bytes · 2026-10-24 08:00 · Other file');
+    assert.equal(fileDetail(files[0]), '1.4 MB · 2026-10-26 09:42 · Active log');
+});
+
+test('Clear all logs states both counts and its toast says what was done', async () => {
+    const { clearSentence, clearToast } = await diagnostics;
+    const rotated = size => ({ kind: 'rotated', size });
+    const files = [{ kind: 'active', size: 10 }, rotated(10 * 2 ** 20), rotated(10 * 2 ** 20), rotated(8.4 * 2 ** 20), { kind: 'other', size: 5 }];
+    assert.equal(clearSentence(files), 'Empties prompt_manager.log, deletes 3 rotated copies (28.4 MB) and clears the lines shown '
+        + 'here. The other files in the log folder are kept. This cannot be undone.');
+    assert.equal(clearSentence([{ kind: 'active', size: 1 }]), 'Empties prompt_manager.log and clears the lines shown here. '
+        + 'The other files in the log folder are kept. This cannot be undone.');
+    assert.match(clearSentence(null), /^Empties prompt_manager.log, deletes its rotated copies and clears/);
+    assert.equal(clearToast({ truncated: ['prompt_manager.log', 'prompt_manager.log.1', 'prompt_manager.log.2', 'prompt_manager.log.3'],
+        errors: [] }), 'Logs cleared · 3 rotated copies deleted.');
+    assert.equal(clearToast({ truncated: ['prompt_manager.log', 'prompt_manager.log.1', 'prompt_manager.log.2'],
+        errors: ['Failed to truncate prompt_manager.log.3: in use'] }), 'Logs cleared · 2 rotated copies deleted · 1 could not be deleted.');
+    assert.equal(clearToast({ truncated: ['prompt_manager.log', 'prompt_manager.log.1'], errors: [] }), 'Logs cleared · 1 rotated copy deleted.');
+    assert.equal(clearToast(undefined), 'Logs cleared · 0 rotated copies deleted.');
+});
+
+test('the test-link dialog names the prompt and how Missing-file links removes the record', async () => {
+    const { testLinkSentence, promptName } = await diagnostics;
+    assert.equal(testLinkSentence({ id: 812, text: 'Misty harbor' }), 'Writes a placeholder image record '
+        + '(prompt_manager_test_link.png) linked to prompt #812 “Misty harbor”. Maintenance › Missing-file links removes it later.');
+    assert.equal(promptName({ text: '  a\n  b ' }), 'a b');
+    assert.equal(promptName({ text: 'x'.repeat(80) }).length, 60);
+});
+
+test('runtime values and body map config.level to runtime_level and back', async () => {
+    const { runtimeValues, runtimeBody } = await diagnostics;
+    assert.deepEqual(runtimeValues({ level: 'INFO', console_logging: true, max_file_size: 1 }), { runtime_level: 'INFO', console_logging: true });
+    assert.deepEqual(runtimeBody({ runtime_level: 'CRITICAL' }), { level: 'CRITICAL' });
+    assert.deepEqual(runtimeBody({ console_logging: false }), { console_logging: false });
+    assert.deepEqual(runtimeBody({ runtime_level: 'DEBUG', console_logging: true }), { level: 'DEBUG', console_logging: true });
+    assert.deepEqual(runtimeBody({}), {});
+});

tests/js/workspace-system-integrations.test.js

@@ -108,13 +108,17 @@ test('host compatibility shows the detected renderer as status (D106)', async ()
 
 test('the import review shows replacement, blocked items and network effects (D107)', async () => {
     const { importGrid } = await integrations;
-    const plan = { lora_files: 3, with_metadata: 2, current_imports: 5, blocked_by_pairs: 0, planned_downloads: 4,
+    const plan = { lora_files: 2221, with_metadata: 615, with_local_media: 476, skipped: 1606, current_imports: 5,
+        blocked_by_pairs: 0, planned_downloads: 4,
+        layout: { source: 'portable', settings_file: '~/ComfyUI/custom_nodes/LM/settings.json', error: null, mode: 'centralized',
+            library: 'comfyui', example_images: true },
         scope: { count: 2, label: 'Replace 5 imported prompts with 2 LoRAs' }, protected: { count: 0, reasons: [] },
         backup: { policy: 'on', destination_label: 'prompts.db.backup_<date and time>' }, network: { planned_downloads: 4, api_key: true },
         media: { deletes_files: false, label: 'No files are removed; image links are replaced' } };
     assert.deepEqual(importGrid(plan), [
+        ['LoraManager', 'portable settings · centralized storage · library comfyui'],
         ['Scope', 'Replace 5 imported prompts with 2 LoRAs'],
-        ['Found', '3 metadata files · 2 readable'],
+        ['Found', '2,221 metadata files · 615 LoRAs · 476 with local images'],
         ['Protected', 'Nothing is protected'],
         ['Network', 'Downloads up to 4 example images from CivitAI with your saved key'],
         ['Backup', 'Create and verify before changes (prompts.db.backup_<date and time>)'],
@@ -122,11 +126,34 @@ test('the import review shows replacement, blocked items and network effects (D1
     ]);
     const blocked = importGrid({ ...plan, planned_downloads: 1, network: { api_key: false }, protected: { count: 2,
         reasons: ['2 imported prompts used by saved pairs'] } });
-    assert.deepEqual(blocked[2], ['Protected', '2 imported prompts used by saved pairs']);
-    assert.deepEqual(blocked[3], ['Network', 'Downloads up to 1 example image from CivitAI']);
+    assert.deepEqual(blocked[3], ['Protected', '2 imported prompts used by saved pairs']);
+    assert.deepEqual(blocked[4], ['Network', 'Downloads up to 1 example image from CivitAI']);
+    // A plan without a layout (no LoraManager row) and with no counts.
     assert.deepEqual(importGrid({})[0], ['Scope', '0 LoRAs']);
+    assert.deepEqual(importGrid({})[1], ['Found', '0 metadata files · 0 LoRAs · 0 with local images']);
     assert.deepEqual(importGrid({})[3], ['Network', 'No downloads']);
     assert.deepEqual(importGrid({})[5], ['Media on disk', 'No files are removed']);
+    assert.deepEqual(importGrid({ ...plan, lora_files: 1, with_metadata: 1, with_local_media: 0 })[2],
+        ['Found', '1 metadata file · 1 LoRA · 0 with local images']);
+});
+
+test('the LoraManager row names what the import read, and an unusable layout closes the review (#355)', async () => {
+    const { layoutText, closeNote, LAYOUT_UNUSABLE, BLOCKED_NOTE, NOTHING_TO_IMPORT } = await integrations;
+    assert.equal(layoutText({ source: 'environment', mode: 'alongside', library: 'default', error: null }),
+        'environment settings · alongside storage · library default');
+    assert.equal(layoutText({ source: 'user config', mode: 'alongside', library: 'x', error: 'the settings file is not valid JSON' }),
+        'Not usable: the settings file is not valid JSON');
+    assert.equal(layoutText(null), null);
+    assert.equal(layoutText('nope'), null);
+    const error = 'the sidecar folder does not exist';
+    assert.equal(closeNote({ token: null, layout: { error } }),
+        'LoraManager settings: not usable: the sidecar folder does not exist. Nothing was changed.');
+    assert.equal(LAYOUT_UNUSABLE(error), closeNote({ token: null, layout: { error }, blocked_by_pairs: 2 }));
+    assert.equal(closeNote({ token: null, blocked_by_pairs: 1, layout: { error: null } }), BLOCKED_NOTE);
+    assert.equal(closeNote({ token: null }), NOTHING_TO_IMPORT);
+    assert.equal(closeNote({ token: 't', with_metadata: 0, current_imports: 0 }), NOTHING_TO_IMPORT);
+    assert.equal(closeNote({ token: 't', with_metadata: 1, current_imports: 0 }), null);
+    assert.equal(closeNote({ token: 't', with_metadata: 0, current_imports: 3 }), null);
 });
 
 test('a LoRA import job reads in Activity: tiles, outcomes and the kept collection on failure', async () => {

tests/js/workspace-system-maintenance.test.js

@@ -169,3 +169,44 @@ test('a plan with nothing to do offers no Apply (S7 live test)', async () => {
     assert.equal(hasWork({ ...PLAN, scope: {} }), true);
     assert.equal(NOTHING_TO_APPLY, 'There is nothing to apply; nothing was changed.');
 });
+
+// S12 (#329): the rotated-log cleanup plan changes no library record: its Backup reads "Not needed", the review shows no
+// D55 backup box, and its details are files.
+const LOG_PLAN = { operation: 'rotated_logs', token: 't', expires_at: '2026-10-26T23:15:00',
+    scope: { count: 3, label: '3 rotated log copies · 28.4 MB' },
+    protected: { count: 3, reasons: ['Kept: the active log', 'Kept: 1 link', 'Kept: 1 other file'] },
+    backup: { policy: 'none', destination_label: null, expected_bytes: null },
+    media: { deletes_files: true, label: 'Deletes only the listed log files. No image, video or library record changes.' },
+    details: [{ label: 'prompt_manager.log.1', detail: '10.0 MB · 2026-10-25 14:02' }] };
+
+test('a plan without a database change reads Not needed and shows no backup box', async () => {
+    const { planGrid, backupText, backupBox, BACKUP_COPY, OPERATION_TITLES } = await review;
+    assert.equal(backupText({ policy: 'none' }), 'Not needed: no library record changes');
+    assert.deepEqual(planGrid(LOG_PLAN), [
+        ['Scope', '3 rotated log copies · 28.4 MB'],
+        ['Protected', 'Kept: the active log · Kept: 1 link · Kept: 1 other file'],
+        ['Backup', 'Not needed: no library record changes'],
+        ['Media on disk', 'Deletes only the listed log files. No image, video or library record changes.'],
+    ]);
+    const onBackup = () => {};
+    assert.equal(backupBox(LOG_PLAN, onBackup), null);
+    // Every database plan keeps its D55 box.
+    assert.deepEqual(backupBox({ ...LOG_PLAN, operation: 'optimize', backup: { policy: 'required' } }, onBackup), { copy: BACKUP_COPY, onBackup });
+    assert.deepEqual(backupBox({ operation: 'missing_links' }, onBackup), { copy: BACKUP_COPY, onBackup });
+    // Its title heads the dialog and lets Activity offer Review again.
+    assert.equal(OPERATION_TITLES.rotated_logs, 'Rotated log copies');
+});
+
+test('rotated_logs details read Listed files', async () => {
+    const { detailsSummary, detailLines } = await review;
+    assert.equal(detailsSummary(LOG_PLAN, 3), 'Listed files (3)');
+    assert.equal(detailsSummary({ ...LOG_PLAN, scope: { count: 60 } }, 50), 'Listed files (50 of 60)');
+    assert.equal(detailsSummary({ operation: 'missing_links', scope: { count: 2 } }, 2), 'Listed records (2)');
+    assert.deepEqual(detailLines(LOG_PLAN), ['prompt_manager.log.1 · 10.0 MB · 2026-10-25 14:02']);
+});
+
+test('a rotated-log cleanup the log overtook offers Review again (S12)', async () => {
+    const { reviewAgainOf } = await jobView;
+    assert.deepEqual(reviewAgainOf({ kind: 'maintenance', state: 'failed', scope: { operation: 'rotated_logs', failure: 'plan-changed' } }),
+        { operation: 'rotated_logs' });
+});

tests/js/workspace-system-state.test.js

@@ -341,6 +341,22 @@ test('a host save names the settings that apply after a restart (D128)', async (
     assert.equal(drafts.statusText(), 'Unsaved changes.');
 });
 
+test('a host save refused for one setting says the server reason and names no source (S11 CUJ 2a)', async () => {
+    const { INVALID_SETTING_CODE } = await source;
+    const domains = adapters({ host: { autotag_general_threshold: 0.35 } });
+    const drafts = await loaded(domains);
+    const message = 'General-tag confidence must be between 0 and 1.';
+    domains.outcome.host = () => { throw Object.assign(new Error(message), { code: INVALID_SETTING_CODE }); };
+    drafts.set('host', 'autotag_general_threshold', 1.5);
+    assert.deepEqual(await drafts.save(), { browser: 'clean', host: 'failed', runtime: 'clean', invalid: { source: null, message } });
+    assert.equal(drafts.statusText(), message);
+    assert.equal(drafts.invalidSource(), null);
+    assert.deepEqual([...drafts.failed('host')], ['autotag_general_threshold']);
+    assert.equal(drafts.get('host', 'autotag_general_threshold'), 1.5);
+    drafts.set('host', 'autotag_general_threshold', 0.4);
+    assert.equal(drafts.statusText(), 'Unsaved changes.');
+});
+
 test('a host save refused for one source says the server reason and names it until the next edit', async () => {
     const domains = adapters({ host: { gallery_root_paths: ['output', 'output/gone'] } });
     const drafts = await loaded(domains);
@@ -404,3 +420,12 @@ test('a partial host save keeps what saved, adopts its revision and fails only t
     assert.equal((await drafts.save()).host, 'failed');
     assert.equal(drafts.statusText(), SETTINGS_STATUS.partial);
 });
+
+// S12 (#329): System's runtime domain is the running server's log level and console setting (`/logs/config`).
+test('runtime adapter maps config.level to runtime_level and back', async () => {
+    const { runtimeValues, runtimeBody } = await import('../../web/js/workspace/system-diagnostics.mjs');
+    assert.deepEqual(runtimeValues({ level: 'WARNING', console_logging: false, backup_count: 5 }),
+        { runtime_level: 'WARNING', console_logging: false });
+    assert.deepEqual(runtimeBody({ runtime_level: 'WARNING' }), { level: 'WARNING' });
+    assert.deepEqual(runtimeBody({ runtime_level: 'CRITICAL', console_logging: true }), { level: 'CRITICAL', console_logging: true });
+});

tests/js/workspace-system-tagging.test.js

@@ -0,0 +1,626 @@
+// System › Auto-tagging (#328, System S11 Tasks 6–7): the concept's rows with real data (D132 model options and live
+// status, D133 suggestions per image), host drafts saved by the one Save row, and the actions: Download (an Activity
+// job), Unload (direct), Preview tagging review (D115) and the reviewed Tag output images batch (D134).
+const test = require('node:test');
+const assert = require('node:assert/strict');
+const fs = require('node:fs');
+const path = require('node:path');
+
+const tagging = import('../../web/js/workspace/system-tagging.mjs');
+const stateModule = import('../../web/js/workspace/system-state.mjs');
+const coreModule = import('../../web/js/shared/toolkit/core.js');
+
+const CONCEPT = fs.readFileSync(path.join(__dirname, '../../docs/concepts/workspace/app.js'), 'utf8');
+const SOURCE = fs.readFileSync(path.join(__dirname, '../../web/js/workspace/system-tagging.mjs'), 'utf8');
+
+/** A minimal DOM whose elements count their live listeners (a listener's signal aborts it, as in a browser). */
+function fakeDOM() {
+    const previous = global.document;
+    const elements = [];
+    class Element {
+        constructor(tag) {
+            this.tagName = tag.toUpperCase();
+            this.children = [];
+            this.attributes = {};
+            this.listeners = [];
+            this.dataset = {};
+            this.className = '';
+            this.id = '';
+            this.value = '';
+            this.disabled = false;
+            this._text = '';
+            elements.push(this);
+        }
+        get localName() { return this.tagName.toLowerCase(); }
+        get options() { return this.children.filter(child => child.tagName === 'OPTION'); }
+        get textContent() { return this._text + this.children.map(child => child.textContent).join(''); }
+        set textContent(text) { this.children = []; this._text = String(text); }
+        append(...nodes) {
+            for (const node of nodes) {
+                node.parentNode?.children && (node.parentNode.children = node.parentNode.children.filter(child => child !== node));
+                node.parentNode = this;
+                this.children.push(node);
+            }
+        }
+        remove() { if (this.parentNode) this.parentNode.children = this.parentNode.children.filter(child => child !== this); this.parentNode = null; }
+        setAttribute(name, value) { this.attributes[name] = String(value); }
+        getAttribute(name) { return Object.hasOwn(this.attributes, name) ? this.attributes[name] : null; }
+        removeAttribute(name) { delete this.attributes[name]; }
+        addEventListener(type, callback, options = {}) {
+            if (options.signal?.aborted) return;
+            const entry = { type, callback };
+            this.listeners.push(entry);
+            options.signal?.addEventListener('abort', () => { this.listeners = this.listeners.filter(item => item !== entry); });
+        }
+        removeEventListener(type, callback) { this.listeners = this.listeners.filter(item => item.type !== type || item.callback !== callback); }
+        dispatch(type) { return Promise.all(this.listeners.filter(item => item.type === type).map(({ callback }) => callback({ type, target: this }))); }
+    }
+    global.document = { createElement: tag => new Element(tag), activeElement: null };
+    const walk = (node, found = []) => { found.push(node); node.children.forEach(child => walk(child, found)); return found; };
+    return {
+        listenerCount: () => elements.reduce((sum, element) => sum + element.listeners.length, 0),
+        find: (root, predicate) => walk(root).find(predicate),
+        restore() { global.document = previous; },
+    };
+}
+
+const HOST = { autotag_model_type: 'wd14-swinv2', autotag_existing: 'skip', autotag_general_threshold: 0.35,
+    autotag_character_threshold: 0.85, autotag_suggestion_limit: 10, autotag_template: 'Describe the image as tags.' };
+const entry = (label, size, extra = {}) => ({ name: label, label, size_label: size, downloaded: true, loaded: false, ...extra });
+const MODELS = {
+    success: true,
+    models: { 'wd14-swinv2': entry('WD14 SwinV2', '~400 MB'), 'wd14-vit': entry('WD14 ViT', '~400 MB', { downloaded: false }),
+        gguf: entry('GGUF JoyCaption', '~4.5 GB', { downloaded: false, model_exists: true, mmproj_exists: false }),
+        hf: entry('HuggingFace JoyCaption', '~16 GB', { downloaded: false }) },
+    model_loaded: false, loaded_model_type: null,
+};
+const tick = () => new Promise(resolve => setImmediate(resolve));
+const IMAGE = { filename: 'dunes_00001.png' };
+
+async function mounted({ host = HOST, models = MODELS, modelsFail = false, image = IMAGE, start, post, hostFails = false } = {}) {
+    const { mountTagging } = await tagging;
+    const { createSystemDrafts } = await stateModule;
+    const { createScope } = await coreModule;
+    const dom = fakeDOM();
+    const drafts = createSystemDrafts({
+        readBrowser: () => ({}), readRuntime: () => ({}),
+        readHost: async () => { if (hostFails) throw new Error('offline'); return { values: host, revision: 'sha256:one' }; },
+        writeBrowser: async () => ({ persisted: true }), writeHost: async () => ({ success: true, persisted: true }),
+        writeRuntime: async () => ({}),
+    });
+    const scope = createScope();
+    const calls = { get: [], post: [], toasts: [], navigated: [], opened: [], shown: [], started: [] };
+    let answer = models;
+    const api = {
+        get: async (url, options) => {
+            calls.get.push(url);
+            assert.equal(options.cache, 'no-store');
+            if (modelsFail) throw new Error('offline');
+            return answer;
+        },
+        post: async (url, body) => { calls.post.push([url, body]); return post ? post(url, body) : { success: true }; },
+    };
+    const activity = { start: async (kind, body) => { calls.started.push([kind, body]); return start ? start(kind, body) : { job: { id: 'job1' } }; } };
+    const [surface] = mountTagging(null, { api, activity, scope, drafts, notify: text => calls.toasts.push(text),
+        navigate: hash => calls.navigated.push(hash), selected: () => image, openTagging: options => calls.opened.push(options),
+        show: (plan, options) => calls.shown.push([plan, options]) });
+    const byId = id => dom.find(surface, node => node.id === id);
+    const button = label => dom.find(surface, node => node.tagName === 'BUTTON' && node.textContent === label);
+    const description = () => byId('tag-model').parentNode.children[0].children[1].textContent;
+    await drafts.reloadHost();
+    await tick();
+    return { dom, drafts, scope, surface, byId, button, description, calls, setModels: value => { answer = value; } };
+}
+
+test('the section keeps the concept surface, rows, labels and actions in order', () => {
+    const start = CONCEPT.indexOf('case "tagging":');
+    const body = CONCEPT.slice(start, CONCEPT.indexOf('break;', start));
+    const rows = [...body.matchAll(/setting\("([^"]+)", "([^"]+)", "([^"]+)"/g)].map(([, id, label, description]) => [id, label, description]);
+    assert.deepEqual(rows.map(([id]) => id), ['tag-model', 'tag-existing', 'threshold-general', 'threshold-character']);
+    for (const [id, label] of rows) assert.ok(SOURCE.includes(`id: '${id}', label: '${label}'`), `${id} keeps "${label}"`);
+    // OQ6: the true descriptions are kept verbatim; the model's design note is replaced by its live status (D132).
+    for (const [id, , description] of rows.slice(1)) assert.ok(SOURCE.includes(`'${description}'`), `${id} description`);
+    assert.ok(!SOURCE.includes(rows[0][2]));
+    for (const option of ['Skip already tagged', 'Merge with existing', 'Replace after review']) assert.ok(body.includes(option) && SOURCE.includes(`'${option}'`));
+    assert.ok(body.includes('<h2>Auto-tagging</h2>') && SOURCE.includes("'h2', 'Auto-tagging'"));
+    assert.ok(body.includes('One tagging configuration for images and prompt-library actions. Every result can be reviewed before applying.'));
+    assert.ok(body.includes('LLM tag template') && SOURCE.includes("'LLM tag template'"));
+    assert.ok(body.includes('"Preview tagging review", "tag-review", "", "ca-primary"'));
+    // Prototype copy is never shipped.
+    for (const sample of ['Simulate download', 'Simulate unload', 'Ollama']) assert.ok(!SOURCE.includes(sample), sample);
+});
+
+test('model options are the four real engines with their size, in the concept order (D132, OQ5)', async () => {
+    const { modelOptions, MODEL_IDS, modelLabel, modelSize } = await tagging;
+    assert.deepEqual(MODEL_IDS, ['wd14-swinv2', 'wd14-vit', 'gguf', 'hf']);
+    assert.deepEqual(modelOptions(MODELS.models).map(([, label]) => label),
+        ['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB']);
+    // Before the status answered (or when it cannot be read) the documented labels stand in.
+    assert.deepEqual(modelOptions(null), modelOptions(MODELS.models));
+    assert.equal(modelLabel('hf', { label: '' }), 'HuggingFace JoyCaption');
+    assert.equal(modelLabel('other', null), 'other');
+    assert.equal(modelSize('other', null), '');
+});
+
+test('the Tagging model description is the chosen model’s live status (D132)', async () => {
+    const { modelDescription, readStatus, STATUS_COPY } = await tagging;
+    const status = readStatus(MODELS);
+    assert.equal(modelDescription({ phase: 'loading' }, 'wd14-vit'), 'Loading model status…');
+    assert.equal(modelDescription({ phase: 'failed' }, 'wd14-vit'), 'Model status could not be read.');
+    assert.equal(modelDescription(status, 'wd14-swinv2'), 'Downloaded. Not loaded.');
+    assert.equal(modelDescription(status, 'wd14-vit'), 'Not downloaded. Download size ~400 MB.');
+    assert.equal(modelDescription(status, 'hf'), 'Not downloaded. Download size ~16 GB.');
+    assert.equal(modelDescription(status, 'gguf'), 'Partly downloaded. Download again to finish.');
+    const both = readStatus({ ...MODELS, models: { ...MODELS.models, gguf: entry('GGUF JoyCaption', '~4.5 GB', { downloaded: false,
+        model_exists: false, mmproj_exists: false }) } });
+    assert.equal(modelDescription(both, 'gguf'), 'Not downloaded. Download size ~4.5 GB.');
+    const loaded = readStatus({ ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2',
+        models: { ...MODELS.models, 'wd14-swinv2': entry('WD14 SwinV2', '~400 MB', { loaded: true }) } });
+    assert.equal(loaded.loadedType, 'wd14-swinv2');
+    assert.equal(modelDescription(loaded, 'wd14-swinv2'), STATUS_COPY.loaded);
+    assert.equal(modelDescription(status, 'unknown'), STATUS_COPY.failed);
+    assert.deepEqual(readStatus(null), { phase: 'failed', models: null, loadedType: null });
+    assert.equal(readStatus({ models: {}, model_loaded: true, loaded_model_type: '/abs/path' }).loadedType, null);
+});
+
+test('controls draft their host keys; numbers as numbers, other text as typed', async () => {
+    const { SETTING_KEYS, coerceNumber, draftValue } = await tagging;
+    assert.deepEqual(SETTING_KEYS, { 'tag-model': 'autotag_model_type', 'tag-existing': 'autotag_existing',
+        'threshold-general': 'autotag_general_threshold', 'threshold-character': 'autotag_character_threshold',
+        'tag-suggestions': 'autotag_suggestion_limit', 'tag-template': 'autotag_template' });
+    assert.deepEqual(['0.4', ' 1.5 ', '15', '', 'abc', '1e-1'].map(coerceNumber), [0.4, 1.5, 15, '', 'abc', 0.1]);
+    assert.equal(draftValue('autotag_suggestion_limit', '15'), 15);
+    assert.equal(draftValue('autotag_template', ' 12 '), ' 12 ');
+    assert.equal(draftValue('autotag_existing', undefined), '');
+    const { dom, drafts, scope, byId } = await mounted();
+    try {
+        assert.equal(byId('tag-model').value, 'wd14-swinv2');
+        assert.equal(byId('threshold-general').value, '0.35');
+        assert.equal(byId('tag-template').value, HOST.autotag_template);
+        assert.deepEqual([byId('threshold-general').min, byId('threshold-general').max, byId('threshold-general').step], ['0', '1', '0.05']);
+        assert.deepEqual([byId('tag-suggestions').min, byId('tag-suggestions').max], ['1', '100']);
+        byId('tag-existing').value = 'merge'; await byId('tag-existing').dispatch('change');
+        byId('threshold-general').value = '0.4'; await byId('threshold-general').dispatch('change');
+        byId('tag-suggestions').value = '15'; await byId('tag-suggestions').dispatch('change');
+        byId('tag-template').value = 'Tags only.'; await byId('tag-template').dispatch('input');
+        assert.deepEqual(drafts.changes('host'), { autotag_existing: 'merge', autotag_general_threshold: 0.4,
+            autotag_suggestion_limit: 15, autotag_template: 'Tags only.' });
+        // Every control names its stored key, so a refused save highlights it (D92).
+        for (const id of Object.keys(SETTING_KEYS)) assert.equal(byId(id).dataset.key, SETTING_KEYS[id]);
+        assert.equal(byId('tag-template').dataset.setting, 'tag-template');
+    } finally { scope.dispose(); assert.equal(dom.listenerCount(), 0); dom.restore(); }
+});
+
+test('opening the section reads the model status once; the select waits for it', async () => {
+    const { dom, scope, byId, description, calls, surface } = await mounted();
+    try {
+        assert.deepEqual(calls.get, ['/prompt_manager/autotag/models']);
+        assert.deepEqual(calls.post, []);
+        assert.equal(byId('tag-model').disabled, false);
+        assert.equal(description(), 'Downloaded. Not loaded.');
+        assert.deepEqual(byId('tag-model').options.map(option => option.textContent),
+            ['WD14 SwinV2 · ~400 MB', 'WD14 ViT · ~400 MB', 'GGUF JoyCaption · ~4.5 GB', 'HuggingFace JoyCaption · ~16 GB']);
+        assert.deepEqual(surface.children.map(node => node.className),
+            ['', '', 'setting-row', 'setting-row', 'setting-row', 'setting-row', 'setting-row', 'field', 'row-actions', 'operation']);
+    } finally { scope.dispose(); dom.restore(); }
+    const failed = await mounted({ modelsFail: true });
+    try {
+        assert.equal(failed.description(), 'Model status could not be read.');
+        assert.equal(failed.button('Download').getAttribute('aria-disabled'), 'true');
+        assert.equal(failed.button('Unload').disabled, true);
+        await failed.button('Download').dispatch('click');
+        assert.deepEqual(failed.calls.toasts, ['Model status could not be read.']);
+        assert.deepEqual(failed.calls.started, []);
+    } finally { failed.scope.dispose(); failed.dom.restore(); }
+});
+
+test('server settings that cannot be read leave the rows disabled and say so', async () => {
+    const { dom, scope, byId, button, description, calls } = await mounted({ hostFails: true });
+    try {
+        assert.equal(byId('tag-existing').disabled, true);
+        assert.equal(byId('tag-existing').parentNode.children[0].children.at(-1).textContent, 'Server settings could not be read.');
+        assert.equal(description(), 'Model status could not be read.');
+        await button('Preview tagging review').dispatch('click');
+        assert.deepEqual(calls.toasts, ['Server settings could not be read.']);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('Download starts the model download job and opens it; the label follows the disk (OQ10)', async () => {
+    const { dom, drafts, scope, button, calls, byId } = await mounted();
+    try {
+        assert.ok(button('Download again'));
+        byId('tag-model').value = 'wd14-vit'; await byId('tag-model').dispatch('change');
+        assert.equal(drafts.get('host', 'autotag_model_type'), 'wd14-vit');
+        await button('Download').dispatch('click');
+        assert.deepEqual(calls.started, [['model-download', { model_type: 'wd14-vit' }]]);
+        assert.deepEqual(calls.navigated, ['#/activity/job1']);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('startJob toasts by code and never navigates on a refusal', async () => {
+    const { startJob, startRefusal } = await tagging;
+    const { createScope } = await coreModule;
+    const error = (code, message = 'Server says.', extra = {}) => Object.assign(new Error(message), { code, ...extra });
+    assert.equal(startRefusal(error('model-busy', 'x', { operation: 'Tagging model download · WD14 ViT' }), 'X'),
+        'The tagging model is busy: Tagging model download · WD14 ViT. Try again when it finishes.');
+    assert.equal(startRefusal(error('model-busy', 'x'), 'X'),
+        'The tagging model is busy: Another tagging operation. Try again when it finishes.');
+    for (const code of ['model-unavailable', 'review-required', 'insufficient-space']) assert.equal(startRefusal(error(code), 'X'), 'Server says.');
+    assert.equal(startRefusal(error('weird'), 'Tag output images'), 'Tag output images could not start. Try again.');
+    assert.equal(startRefusal(new Error('offline'), 'Tag output images'), 'Tag output images could not start. Try again.');
+    const scope = createScope();
+    const toasts = [];
+    const navigated = [];
+    const run = start => startJob({ activity: { start }, scope, kind: 'autotag', body: {}, what: 'Tag output images',
+        notify: text => toasts.push(text), navigate: hash => navigated.push(hash) });
+    assert.equal(await run(async () => { throw error('model-busy', 'busy', { operation: 'Generate suggestions' }); }), null);
+    assert.equal(await run(async () => ({ busy: { id: 'a1', title: 'Scan for metadata' } })), null);
+    assert.equal(await run(async () => ({ busy: null })), null);
+    assert.deepEqual(toasts, ['The tagging model is busy: Generate suggestions. Try again when it finishes.',
+        ['Another job is running: ', { text: 'Scan for metadata', href: '#/activity/a1' }, '.'],
+        'Another job is running. Try again when it ends.']);
+    assert.deepEqual(await run(async () => ({ job: { id: 'j2' } })), { id: 'j2' });
+    assert.deepEqual(navigated, ['#/activity/j2']);
+    scope.dispose();
+    assert.equal(await run(async () => { throw error('weird'); }), null);
+    assert.deepEqual(await run(async () => ({ job: { id: 'j3' } })), { id: 'j3' });
+    assert.deepEqual(navigated, ['#/activity/j2']);
+    assert.equal(toasts.length, 3);
+});
+
+test('Unload is enabled only while a model is loaded; a busy refusal names the operation', async () => {
+    const loadedModels = { ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2' };
+    let refuse = null;
+    const post = url => {
+        if (refuse) throw refuse;
+        return url.endsWith('/unload') ? { success: true, message: 'WD14SWINV2 model unloaded successfully', model_loaded: false } : {};
+    };
+    const { dom, scope, button, calls, setModels } = await mounted({ models: loadedModels, post });
+    try {
+        assert.equal(button('Unload').disabled, false);
+        refuse = Object.assign(new Error('A tagging model is busy'), { code: 'model-busy', operation: 'Tagging model download · WD14 ViT' });
+        await button('Unload').dispatch('click');
+        assert.deepEqual(calls.toasts, ['The tagging model is busy: Tagging model download · WD14 ViT. Try again when it finishes.']);
+        refuse = new Error('offline');
+        await button('Unload').dispatch('click');
+        assert.equal(calls.toasts.at(-1), 'The tagging model could not be unloaded. Try again.');
+        refuse = null;
+        setModels(MODELS);
+        await button('Unload').dispatch('click');
+        assert.equal(calls.toasts.at(-1), 'WD14 SwinV2 unloaded.');
+        assert.deepEqual(calls.post.map(([url]) => url), Array(3).fill('/prompt_manager/autotag/unload'));
+        // Each attempt reads the status again; nothing is loaded now.
+        assert.equal(calls.get.length, 4);
+        assert.equal(button('Unload').disabled, true);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('Preview tagging review opens the Tag image dialog with the section’s values, else says why (D115)', async () => {
+    const { NO_SELECTION, taggingPreset, draftProblem } = await tagging.then(async module => ({ ...module,
+        NO_SELECTION: (await import('../../web/js/workspace/vocabulary.mjs')).NO_SELECTION }));
+    assert.equal(NO_SELECTION, 'Select an image in Images first.');
+    assert.deepEqual(taggingPreset(HOST), { model: 'wd14-swinv2', options: { general_threshold: 0.35, character_threshold: 0.85,
+        suggestion_limit: 10 } });
+    assert.deepEqual(taggingPreset({ ...HOST, autotag_model_type: 'gguf' }), { model: 'gguf',
+        options: { instructions: HOST.autotag_template, suggestion_limit: 10 } });
+    assert.equal(draftProblem(HOST), null);
+    assert.deepEqual(draftProblem({ ...HOST, autotag_general_threshold: 1.5 }),
+        { key: 'autotag_general_threshold', message: 'General-tag confidence must be between 0 and 1.' });
+    assert.equal(draftProblem({ ...HOST, autotag_character_threshold: '' }).key, 'autotag_character_threshold');
+    // #369: every page shows the thresholds in steps of 0.05, so a value off that grid cannot be saved or previewed.
+    assert.deepEqual(draftProblem({ ...HOST, autotag_general_threshold: 0.37 }),
+        { key: 'autotag_general_threshold', message: 'General-tag confidence must be a multiple of 0.05.' });
+    assert.deepEqual(draftProblem({ ...HOST, autotag_character_threshold: 0.33 }),
+        { key: 'autotag_character_threshold', message: 'Character-tag confidence must be a multiple of 0.05.' });
+    assert.equal(draftProblem({ ...HOST, autotag_general_threshold: 0.15, autotag_character_threshold: 0.95 }), null);
+    assert.equal(draftProblem({ ...HOST, autotag_general_threshold: 0, autotag_character_threshold: 1 }), null);
+    // A computed value a hair off the grid passes and is handed on snapped to it, as the server stores it.
+    assert.equal(draftProblem({ ...HOST, autotag_general_threshold: 0.1 + 0.2 }), null);
+    assert.equal(taggingPreset({ ...HOST, autotag_general_threshold: 0.1 + 0.2 }).options.general_threshold, 0.3);
+    assert.equal(draftProblem({ ...HOST, autotag_suggestion_limit: 2.5 }).key, 'autotag_suggestion_limit');
+    assert.equal(draftProblem({ ...HOST, autotag_suggestion_limit: 0 }, { limit: false }), null);
+    assert.deepEqual(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: '  ' }),
+        { key: 'autotag_template', message: 'LLM tag template must be non-empty text.' });
+    assert.deepEqual(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: 'x'.repeat(4001) }),
+        { key: 'autotag_template', message: 'LLM tag template must be at most 4000 characters.' });
+    // Characters are code points, as Python's len counts them: 4000 emoji (8000 UTF-16 units) are allowed.
+    assert.equal(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: '🏜'.repeat(4000) }), null);
+    assert.equal(draftProblem({ ...HOST, autotag_model_type: 'hf', autotag_template: '🏜'.repeat(4001) }).key, 'autotag_template');
+    // A WD14 run never reads the template, nor a language model the thresholds.
+    assert.equal(draftProblem({ ...HOST, autotag_template: '' }), null);
+    assert.equal(draftProblem({ ...HOST, autotag_model_type: 'gguf', autotag_general_threshold: 7 }), null);
+
+    const none = await mounted({ image: null });
+    try {
+        const preview = none.button('Preview tagging review');
+        assert.equal(preview.getAttribute('aria-disabled'), 'true');
+        assert.equal(preview.className, 'ca-primary');
+        await preview.dispatch('click');
+        assert.deepEqual(none.calls.toasts, ['Select an image in Images first.']);
+        assert.deepEqual(none.calls.opened, []);
+    } finally { none.scope.dispose(); none.dom.restore(); }
+
+    const { dom, scope, button, byId, calls } = await mounted();
+    try {
+        await button('Preview tagging review').dispatch('click');
+        assert.equal(calls.opened.length, 1);
+        assert.equal(calls.opened[0].image, IMAGE);
+        assert.equal(calls.opened[0].source, 'tags');
+        assert.deepEqual(calls.opened[0].preset, taggingPreset(HOST));
+        byId('threshold-general').value = '1.5'; await byId('threshold-general').dispatch('change');
+        assert.equal(button('Preview tagging review').getAttribute('aria-disabled'), 'true');
+        await button('Preview tagging review').dispatch('click');
+        assert.deepEqual(calls.toasts, ['General-tag confidence must be between 0 and 1.']);
+        assert.equal(calls.opened.length, 1);
+        byId('threshold-general').value = '0.37'; await byId('threshold-general').dispatch('change');
+        assert.equal(button('Preview tagging review').getAttribute('aria-disabled'), 'true');
+        await button('Preview tagging review').dispatch('click');
+        assert.deepEqual(calls.toasts.at(-1), 'General-tag confidence must be a multiple of 0.05.');
+        assert.equal(calls.opened.length, 1);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+const PLAN = { images: 3, already_tagged: 1, to_tag: 2, estimate_seconds: 3.2, estimate_device: 'cpu', suggestion_limit: 10,
+    model: { type: 'wd14-swinv2', label: 'WD14 SwinV2', size_label: '~400 MB', downloaded: true }, existing: 'skip',
+    review_required: false, backup: { policy: 'on' }, disk: { free_bytes: 10 * 2 ** 30, required_bytes: 2 ** 20, sufficient: true } };
+
+test('the batch review grid, body and Cancel-only reasons (D134, #379, CUJ 4–5)', async () => {
+    const { batchGrid, batchBody, batchCloseNote, existingLabel, REPLACE_NOTE, NOTHING_TO_TAG, NO_IMAGES } = await tagging;
+    assert.deepEqual(batchGrid(PLAN, HOST), [['Model', 'WD14 SwinV2 · ~400 MB'], ['Existing tags', 'Skip already tagged'],
+        ['Images', '3'], ['Already auto-tagged', '1'], ['Images to tag', 'about 2'],
+        ['Time', 'about 1 min on a processor; a graphics card can be faster.'],
+        ['Settings', 'General 0.35 · Character 0.85 · up to 10 tags per image'], ['Backup', 'Create and verify before changes']]);
+    const llm = { ...HOST, autotag_model_type: 'gguf' };
+    assert.deepEqual(batchGrid({ ...PLAN, model: { type: 'gguf' }, backup: { policy: 'off' }, estimate_seconds: null,
+        estimate_device: null, suggestion_limit: 4 }, llm).slice(-3),
+    [['Time', 'Language-model engines take longer per image. Activity shows the time left once tagging starts.'],
+        ['Settings', 'Template of 27 characters · up to 4 tags per image'], ['Backup', 'No safety backup (the policy is off)']]);
+    assert.equal(batchGrid({}, HOST)[2][1], '0');
+    assert.equal(batchGrid({}, HOST)[6][1], 'General 0.35 · Character 0.85');
+    assert.equal(existingLabel('odd'), 'odd');
+    assert.deepEqual(batchBody(HOST), { model_type: 'wd14-swinv2', existing: 'skip',
+        options: { general_threshold: 0.35, character_threshold: 0.85 } });
+    // #369: a threshold a hair off the grid is sent snapped to it.
+    assert.equal(batchBody({ ...HOST, autotag_character_threshold: 0.1 + 0.2 }).options.character_threshold, 0.3);
+    assert.deepEqual(batchBody(llm), { model_type: 'gguf', existing: 'skip', options: { instructions: HOST.autotag_template } });
+    assert.equal(batchCloseNote(PLAN), null);
+    assert.equal(batchCloseNote({ ...PLAN, review_required: true }), REPLACE_NOTE);
+    assert.equal(REPLACE_NOTE, 'Replacing tags needs a review of each image. Use Preview tagging review, or choose Skip or Merge for a batch run.');
+    assert.equal(batchCloseNote({ ...PLAN, model: { ...PLAN.model, downloaded: false } }), 'WD14 SwinV2 is not downloaded. Download it first.');
+    assert.equal(batchCloseNote({ ...PLAN, disk: { free_bytes: 2 ** 20, required_bytes: 2 ** 21, sufficient: false } }),
+        'Not enough free disk space: the safety backup needs about 2.0 MB and 1.0 MB is free. Nothing is written until there is room.');
+    assert.equal(batchCloseNote({ ...PLAN, images: 0, to_tag: 0 }), NO_IMAGES);
+    assert.equal(batchCloseNote({ ...PLAN, images: undefined }), NO_IMAGES);
+    assert.equal(NO_IMAGES, 'The output folders contain no images to tag.');
+    assert.equal(batchCloseNote({ ...PLAN, to_tag: 0 }), NOTHING_TO_TAG);
+    assert.equal(NOTHING_TO_TAG, 'Every output image is already auto-tagged.');
+});
+
+test('the review Time row (DEC11, #379): minutes, hours and the engine it runs on', async () => {
+    const { durationText, timeText, TIME_UNKNOWN } = await tagging;
+    assert.equal(durationText(1), 'about 1 min');
+    assert.equal(durationText(0), 'about 1 min');
+    assert.equal(durationText(89), 'about 89 min');
+    assert.equal(durationText(90), 'about 1 h 30 min');
+    assert.equal(durationText(120), 'about 2 h');
+    assert.equal(durationText(631), 'about 10 h 31 min');
+    assert.equal(durationText(Number.NaN), 'about 1 min');
+    // 23,645 images at 1.6 s on a processor (the design's CUJ 1).
+    assert.equal(timeText({ estimate_seconds: 37832, estimate_device: 'cpu' }),
+        'about 10 h 31 min on a processor; a graphics card can be faster.');
+    assert.equal(timeText({ estimate_seconds: 59, estimate_device: 'gpu' }), 'about 1 min on the graphics card.');
+    assert.equal(timeText({ estimate_seconds: 0, estimate_device: 'cpu' }), 'about 1 min on a processor; a graphics card can be faster.');
+    for (const plan of [{ estimate_seconds: null }, {}, { estimate_seconds: -1 }, { estimate_seconds: Infinity }, null]) {
+        assert.equal(timeText(plan), TIME_UNKNOWN);
+    }
+    assert.equal(TIME_UNKNOWN, 'Language-model engines take longer per image. Activity shows the time left once tagging starts.');
+});
+
+test('showBatchPlan opens the review with the backup box, or the Cancel-only review', async () => {
+    const { showBatchPlan, REVIEW_TITLE, BATCH_SENTENCE } = await tagging;
+    const { createScope } = await coreModule;
+    const scope = createScope();
+    const reviews = [];
+    const closed = [];
+    const started = [];
+    const options = { values: HOST, scope, activity: { start: async (kind, body) => { started.push([kind, body]); return { job: { id: 'b1' } }; } },
+        notify: () => {}, navigate: () => {}, openReview: review => reviews.push(review), openCloseOnly: review => closed.push(review) };
+    showBatchPlan(PLAN, options);
+    assert.equal(reviews.length, 1);
+    const [review] = reviews;
+    assert.equal(review.title, REVIEW_TITLE);
+    assert.equal(review.title, 'Review tag output images');
+    assert.equal(review.heading, 'Tag output images');
+    assert.equal(review.sentence, BATCH_SENTENCE);
+    assert.equal(review.primary.label, 'Start tagging');
+    assert.equal(review.cancelLabel, 'Cancel');
+    assert.equal(review.backup.copy.heading, 'Back up the database first (recommended)');
+    await review.onStart();
+    assert.deepEqual(started, [['autotag', { model_type: 'wd14-swinv2', existing: 'skip',
+        options: { general_threshold: 0.35, character_threshold: 0.85 } }]]);
+    showBatchPlan({ ...PLAN, backup: { policy: 'off' } }, options);
+    assert.equal(reviews[1].backup, null);
+    showBatchPlan({ ...PLAN, review_required: true }, options);
+    assert.equal(closed.length, 1);
+    assert.equal(closed[0].note.startsWith('Replacing tags needs a review'), true);
+    assert.equal(closed[0].grid[0][0], 'Model');
+    scope.dispose();
+});
+
+test('Tag output images › Review previews the drafts, else says why; a refused preview is toasted', async () => {
+    let refuse = null;
+    const post = url => {
+        if (refuse) throw refuse;
+        assert.equal(url, '/prompt_manager/autotag/batch/preview');
+        return PLAN;
+    };
+    const { dom, scope, button, byId, calls } = await mounted({ post });
+    try {
+        const review = button('Review');
+        assert.equal(review.getAttribute('aria-disabled'), null);
+        await review.dispatch('click');
+        await tick();
+        assert.deepEqual(calls.post, [['/prompt_manager/autotag/batch/preview', { model_type: 'wd14-swinv2', existing: 'skip' }]]);
+        assert.equal(calls.shown.length, 1);
+        assert.equal(calls.shown[0][0], PLAN);
+        assert.deepEqual(calls.shown[0][1].values, HOST);
+        assert.equal(review.textContent, 'Review');
+        refuse = Object.assign(new Error('busy'), { code: 'busy', running: { id: 'r1', title: 'Optimize database' } });
+        await review.dispatch('click');
+        await tick();
+        assert.deepEqual(calls.toasts.at(-1), ['Another job is running: ', { text: 'Optimize database', href: '#/activity/r1' }, '.']);
+        refuse = new Error('offline');
+        await review.dispatch('click');
+        await tick();
+        assert.equal(calls.toasts.at(-1), 'The plan could not be reviewed. Nothing was changed.');
+        // A model that is not on disk cannot be reviewed: the button explains instead.
+        byId('tag-model').value = 'wd14-vit'; await byId('tag-model').dispatch('change');
+        assert.equal(review.getAttribute('aria-disabled'), 'true');
+        await review.dispatch('click');
+        assert.equal(calls.toasts.at(-1), 'WD14 ViT is not downloaded. Download it first.');
+        assert.equal(calls.post.length, 3);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('settingRefusal marks only an Auto-tagging save\'s plain 400 as invalid-setting (CUJ 2a)', async () => {
+    const { settingRefusal } = await import('../../web/js/workspace/system.mjs');
+    const refusal = (extra = {}) => Object.assign(new Error('General-tag confidence must be between 0 and 1.'),
+        { status: 400, refused: true, code: null, ...extra });
+    const tagging = { autotag_general_threshold: 1.5, expected_revision: 'sha256:one' };
+    assert.equal(settingRefusal(refusal(), tagging).code, 'invalid-setting');
+    // Another section's refusal keeps the generic copy, even with a plain 400.
+    const other = refusal({ message: 'Result timeout must be between 0 and 300.' });
+    assert.equal(settingRefusal(other, { result_timeout: 999, expected_revision: 'sha256:one' }).code, null);
+    assert.equal(settingRefusal(refusal(), undefined).code, null);
+    for (const extra of [{ status: 409 }, { refused: false }, { code: 'jxl-unavailable' }]) {
+        assert.notEqual(settingRefusal(refusal(extra), tagging).code, 'invalid-setting');
+    }
+    assert.equal(settingRefusal(undefined, tagging), undefined);
+});
+
+test('a part-downloaded GGUF offers Download again', async () => {
+    const { downloadLabel, partlyDownloaded } = await tagging;
+    const partial = MODELS.models.gguf;
+    assert.equal(partlyDownloaded('gguf', partial), true);
+    assert.equal(downloadLabel('gguf', partial), 'Download again');
+    assert.equal(downloadLabel('gguf', { ...partial, model_exists: false }), 'Download');
+    assert.equal(downloadLabel('hf', MODELS.models.hf), 'Download');
+    assert.equal(downloadLabel('wd14-swinv2', MODELS.models['wd14-swinv2']), 'Download again');
+    assert.equal(partlyDownloaded('hf', { model_exists: true, mmproj_exists: false }), false);
+    const { dom, scope, byId, button, description } = await mounted();
+    try {
+        byId('tag-model').value = 'gguf'; await byId('tag-model').dispatch('change');
+        assert.equal(description(), 'Partly downloaded. Download again to finish.');
+        assert.ok(button('Download again'));
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('the disk note says what is short in the server\'s words, and guesses no unknown byte counts', async () => {
+    const { diskShortNote, DISK_SHORT_UNKNOWN } = await tagging;
+    assert.equal(diskShortNote({ required_bytes: 3 * 2 ** 20, free_bytes: 2 ** 19, sufficient: false }),
+        'Not enough free disk space: the safety backup needs about 3.0 MB and 0.5 MB is free. Nothing is written until there is room.');
+    for (const disk of [{ required_bytes: NaN, free_bytes: 1 }, { required_bytes: 1, free_bytes: Infinity }, { required_bytes: -1, free_bytes: 1 },
+        { required_bytes: '1', free_bytes: 1 }, null]) {
+        assert.equal(diskShortNote(disk), DISK_SHORT_UNKNOWN);
+    }
+    assert.equal(DISK_SHORT_UNKNOWN, 'Not enough free disk space for the safety backup. Nothing is written until there is room.');
+    assert.ok(!diskShortNote({ required_bytes: 1, free_bytes: 0 }).includes('apply'));
+});
+
+test('a drafts repaint never re-enables Download while its start is in flight', async () => {
+    let answer;
+    const start = () => new Promise(resolve => { answer = resolve; });
+    const { dom, scope, byId, button, calls } = await mounted({ start });
+    try {
+        const download = button('Download again');
+        const pressed = download.dispatch('click');
+        await tick();
+        assert.equal(download.getAttribute('aria-disabled'), 'true');
+        byId('tag-existing').value = 'merge'; await byId('tag-existing').dispatch('change');
+        assert.equal(download.getAttribute('aria-disabled'), 'true');
+        // A second press while it starts is ignored.
+        await download.dispatch('click');
+        assert.equal(calls.started.length, 1);
+        answer({ job: { id: 'd1' } });
+        await pressed;
+        assert.equal(download.getAttribute('aria-disabled'), null);
+        assert.deepEqual(calls.navigated, ['#/activity/d1']);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('an Unload that found nothing loaded says nothing and reads the status again', async () => {
+    const { dom, scope, button, calls } = await mounted({ models: { ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2' },
+        post: () => ({ success: true, message: 'No model was loaded' }) });
+    try {
+        await button('Unload').dispatch('click');
+        assert.deepEqual(calls.toasts, []);
+        assert.equal(calls.get.length, 2);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('an unknown saved engine has its own reason', async () => {
+    const { UNKNOWN_MODEL } = await tagging;
+    const { dom, scope, button, calls } = await mounted({ host: { ...HOST, autotag_model_type: 'wd14-convnext' } });
+    try {
+        await button('Preview tagging review').dispatch('click');
+        await button('Download').dispatch('click');
+        await button('Review').dispatch('click');
+        assert.deepEqual(calls.toasts, [UNKNOWN_MODEL, UNKNOWN_MODEL, UNKNOWN_MODEL]);
+        assert.equal(UNKNOWN_MODEL, 'The saved tagging model is not one of these engines. Choose one and save preferences.');
+        assert.deepEqual(calls.started, []);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('a review whose dialog fails to open is toasted, not lost', async () => {
+    const { dom, scope, button, calls } = await mounted({ post: () => PLAN });
+    try {
+        calls.shown.push = () => { throw new Error('dialog failed'); };
+        await button('Review').dispatch('click');
+        await tick();
+        assert.equal(calls.toasts.at(-1), 'The plan could not be reviewed. Nothing was changed.');
+        assert.equal(button('Review').getAttribute('aria-disabled'), null);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
+test('a status read, an unload and a preview that finish after the section left do nothing', async () => {
+    const { mountTagging } = await tagging;
+    const { createSystemDrafts } = await stateModule;
+    const { createScope } = await coreModule;
+    const dom = fakeDOM();
+    const pending = [];
+    const later = value => new Promise(resolve => pending.push(() => resolve(value)));
+    const drafts = createSystemDrafts({ readBrowser: () => ({}), readRuntime: () => ({}),
+        readHost: async () => ({ values: HOST, revision: 'sha256:one' }), writeBrowser: async () => ({}), writeHost: async () => ({}),
+        writeRuntime: async () => ({}) });
+    await drafts.load('host');
+    const scope = createScope();
+    const toasts = [];
+    const shown = [];
+    let gets = 0;
+    const loaded = { ...MODELS, model_loaded: true, loaded_model_type: 'wd14-swinv2',
+        models: { ...MODELS.models, 'wd14-swinv2': entry('WD14 SwinV2', '~400 MB', { loaded: true }) } };
+    const api = { get: () => { gets += 1; return gets === 1 ? Promise.resolve(loaded) : later(MODELS); }, post: url => later(url.endsWith('/unload') ? { success: true, model_loaded: false } : PLAN) };
+    const [surface] = mountTagging(null, { api, activity: {}, scope, drafts, notify: text => toasts.push(text), navigate: () => {},
+        selected: () => IMAGE, openTagging: () => {}, show: plan => shown.push(plan) });
+    try {
+        await tick();
+        const find = label => dom.find(surface, node => node.tagName === 'BUTTON' && node.textContent === label);
+        const description = () => dom.find(surface, node => node.id === 'tag-model').parentNode.children[0].children[1].textContent;
+        assert.equal(description(), 'Downloaded and loaded.');
+        const unloading = find('Unload').dispatch('click');
+        const reviewing = find('Review').dispatch('click');
+        await tick();
+        scope.dispose();
+        for (const settle of pending.splice(0)) settle();
+        await unloading;
+        await reviewing;
+        await tick();
+        for (const settle of pending.splice(0)) settle();
+        await tick();
+        assert.deepEqual(toasts, []);
+        assert.deepEqual(shown, []);
+        // The status read after the unload never reached the page either.
+        assert.equal(description(), 'Downloaded and loaded.');
+        assert.equal(dom.listenerCount(), 0);
+    } finally { dom.restore(); }
+});

tests/js/workspace-toolbar.test.js

@@ -841,6 +841,11 @@ test('openReviewDialog lays out heading, grid, options, sentence, backup box and
             [['dt', 'dd'], 'Scope', '2 stale image links'], [['dt', 'dd'], 'Media on disk', 'No source files removed']]);
         review.setValue('Scope', '3 stale image links');
         assert.equal(grid.children[0].children[1].textContent, '3 stale image links');
+        // #355: a row's hover title (the LoRA review's settings file); an unknown term changes nothing.
+        review.setTitle('Media on disk', '~/settings.json');
+        review.setTitle('Absent', 'x');
+        review.setValue('Absent', 'x');
+        assert.equal(grid.children[1].children[1].title, '~/settings.json');
         const actions = byId(dom, 'modal-body').children.at(-1);
         assert.deepEqual(actions.children.map(node => [node.textContent, node.className]),
             [['Cancel', ''], ['Apply reviewed operation', 'ca-primary']]);