chore: release 3.6.0 (#622)

Adds Recently used, Most used and Name Z-A sorting to the Prompt library and
fixes network-share readers, model unload and bad save requests (#620). Adds an
OS classifier.

.comfyignore

@@ -0,0 +1,21 @@
+# Left out of the Comfy Registry package (comfy node publish). Git clones still
+# have everything. tests/test_package_contents.py holds these rules to what
+# ComfyUI needs at run time; keep each one anchored to the root with a leading /.
+
+# Development folders
+/tests/
+/tools/
+/docs/
+/.github/
+
+# Screenshots used only by README-legacy.md on GitHub
+/images/
+
+# Development files
+/TESTING.md
+/Makefile
+/requirements-dev.txt
+/.coveragerc
+/.flake8
+/.pre-commit-config.yaml
+/.gitignore

.github/dependabot.yml

@@ -17,6 +17,11 @@ updates:
       prefix: "deps(pip)"
       include: "scope"
     rebase-strategy: "auto"
+    # These floors follow ComfyUI's requirements.txt, never the newest release.
+    ignore:
+      - dependency-name: "Pillow"
+      - dependency-name: "aiohttp"
+      - dependency-name: "numpy"
     # Optional: group non-breaking updates to reduce PR noise
     groups:
       python-minor-and-patch:

.github/workflows/test.yml

@@ -80,7 +80,7 @@ jobs:
     # 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
+      image: mcr.microsoft.com/playwright:v1.64.1-noble@sha256:47b510dd9230bf0b9bfc9b20102241e577ea7a99334ab4c3ca19f19770e9b8ea
       options: --user 1001
     timeout-minutes: 24
     steps:

.github/workflows/viewerjs-check.yml

@@ -53,7 +53,7 @@ jobs:
     # same pinned Playwright image as local runs (tag = @playwright/test in tools/vendor/package-lock.json;
     # tests/vendor/browser-image.test.mjs checks it). Browsers and fonts come from the image.
     container:
-      image: mcr.microsoft.com/playwright:v1.64.1-noble
+      image: mcr.microsoft.com/playwright:v1.64.1-noble@sha256:47b510dd9230bf0b9bfc9b20102241e577ea7a99334ab4c3ca19f19770e9b8ea
       options: --user 1001
     timeout-minutes: 20
     # Public-repo ubuntu-latest runners have 4 vCPUs: three Playwright workers, each with its own test
@@ -121,7 +121,7 @@ jobs:
     runs-on: ubuntu-latest
     # Same image as the shards: the raw files name sources by the container's workspace path.
     container:
-      image: mcr.microsoft.com/playwright:v1.64.1-noble
+      image: mcr.microsoft.com/playwright:v1.64.1-noble@sha256:47b510dd9230bf0b9bfc9b20102241e577ea7a99334ab4c3ca19f19770e9b8ea
       options: --user 1001
     timeout-minutes: 10
     steps:
@@ -192,7 +192,7 @@ jobs:
     # same pinned Playwright image as local runs (tag = @playwright/test in tools/vendor/package-lock.json;
     # tests/vendor/browser-image.test.mjs checks it). Browsers and fonts come from the image.
     container:
-      image: mcr.microsoft.com/playwright:v1.64.1-noble
+      image: mcr.microsoft.com/playwright:v1.64.1-noble@sha256:47b510dd9230bf0b9bfc9b20102241e577ea7a99334ab4c3ca19f19770e9b8ea
       options: --user 1001
     timeout-minutes: 20
     # Public-repo ubuntu-latest runners have 4 vCPUs: three Playwright workers, each with its own test

README.md

@@ -12,10 +12,10 @@ Prompt Manager saves your prompts as you generate, links each image back to the
 
 ## What's new: rebuilt from the ground up
 
-- **A new UI.** One app, the workspace, replaces the separate dashboard, gallery and metadata pages. The old pages still work if you want them.
+- **A new UI.** One app, the workspace, replaces the separate dashboard, gallery and metadata pages.
 - **Classic and Nodes 2.0.** The nodes work in both ComfyUI renderers. CI starts a real ComfyUI and checks both.
 - **Tested end to end.** Unit tests, browser tests in Chromium, Firefox, WebKit and touch emulation, and tests against a real ComfyUI.
-- **Mac, Linux and Windows.** The Python suite runs on all three, on Python 3.12, 3.13 and 3.14.
+- **Linux and Windows.** The Python suite runs on both, on Python 3.12, 3.13 and 3.14. macOS should work but is not tested.
 
 ## See it
 
@@ -212,9 +212,9 @@ Set `PROMPT_MANAGER_DATA_DIR` to an absolute folder to keep the library somewher
 - **Older images:** a one-time notice offers a metadata scan that links them to prompts and negatives. Scans don't count as new runs.
 - **Going back isn't supported.** Workflows are now stored once, and an older version shows new records without their workflow or prompt graph. Back up first in System > Backup & export. See [the old README's changelog](README-legacy.md#changelog) for the manual way back.
 
-## The old pages still work
+## The old pages will be removed
 
-They stay at their URLs, and System's Overview section links to them:
+They still work at their URLs for now and will be removed in a future release. Everything they do is moving to the workspace.
 
 | Page | URL |
 | --- | --- |

TESTING.md

@@ -77,7 +77,7 @@ PM_TEST_WORKERS=8 npm run --prefix tools/vendor test:coverage            # whole
 npm run --prefix tools/vendor test:coverage:shard -- 1/4                 # node units, viewer suite, workflows 1/4
 npm run --prefix tools/vendor test:coverage:shard -- 2/4                 # workflows 2/4 (likewise 3/4, 4/4)
 npm run --prefix tools/vendor coverage:merge                             # report and baseline check of every raw file
-npm run --prefix tools/vendor test:workflows -- --project webkit --shard 2/2
+npm run --prefix tools/vendor test:workflows -- --project webkit --shard 2/3
 ```
 
 `coverage:merge` refuses an empty raw directory; it does not count shards, so run
@@ -111,8 +111,11 @@ distributions, browser system dependencies may need manual installation. For a
 quick browser run, use `test:workflows -- --project chromium`.
 
 CI runs the browser jobs inside the pinned image
-`mcr.microsoft.com/playwright:v<@playwright/test version>-noble`
+`mcr.microsoft.com/playwright:v<@playwright/test version>-noble@sha256:<digest>`
 (`tests/vendor/browser-image.test.mjs` keeps the tag in step with the lockfile).
+The digest is part of the pin, because Microsoft re-pushes tags: `v1.64.1-noble`
+moved from Node 24 to Node 26 on 2026-11-01 (#609). To bump it, change the tag and
+digest together and check the new image's Node against the Node 24 guard.
 Concept comparisons measure geometry, and geometry follows the fonts a browser
 falls back to: the concept names Inter, which neither the image nor a stock
 runner ships. On a plain `ubuntu-latest` runner the fallback is DejaVu Sans,
@@ -190,8 +193,8 @@ waiting for the `frontend coverage` jobs.
 
 The `viewerjs` check runs on every PR, including backend-only changes. It is an
 aggregate job. It requires the four `frontend coverage (shard N/4)` jobs and
-`frontend coverage (merge)` to succeed on every event. The four
-`page workflows (firefox|webkit, shard N/2)` jobs run only in the merge queue,
+`frontend coverage (merge)` to succeed on every event. The six
+`page workflows (firefox|webkit, shard N/3)` jobs run only in the merge queue,
 on `main` and on `workflow_dispatch` (see "Pull requests and the merge queue").
 `viewerjs` requires them to be skipped on a pull request and to succeed
 everywhere else. Any other failed, cancelled or skipped job fails it. Every browser job runs with `PM_TEST_WORKERS: 3` (the public
@@ -665,6 +668,10 @@ Browser tests: `workspace-stale-source.spec.mjs` (`/__test__/sources/reverse` an
 `/__test__/scope-key/rotate`, both undone by every reset); the manual-Refresh
 recovery specs in `workspace-images.spec.mjs` answer every rescope 409.
 
+## Registry package
+
+`comfy node publish` zips the tracked files minus `.comfyignore`, so a new development file or folder at the root ships until it is listed there. `tests/test_package_contents.py` keeps each rule anchored to the root, checks that development paths are left out and that nothing ComfyUI needs at run time is. Git clones are unaffected.
+
 ## Windows portability preflight
 
 Before changing paths, SQLite, streams, restore or cleanup:
@@ -1886,7 +1893,8 @@ Inspect plan keeps D60–D66 (plan D60 → D83, D61 → D84, D65 → D88, D68
   engines in the mock's order with legacy labels and sizes (`WD14 SwinV2 · ~400
   MB`, `WD14 ViT · ~400 MB`, `GGUF JoyCaption (Recommended) · ~4.5 GB` in the
   mock's Ollama slot, `HuggingFace JoyCaption · ~16 GB`); the instructions start
-  from the server's `default_prompt`.
+  from the chosen engine's default saved instructions (#431, D204; before, the
+  server's `default_prompt`).
 - **D91** (plan D68, ruling T3-bulk): a **Suggestions** number field (1–100) for
   every model, prefilled from `autotag.defaults.suggestion_limit` (10); a model
   change keeps it.
@@ -2727,7 +2735,7 @@ the grid) and D43 (sorted chips, checked against the concept with its chips sort
 D44 needs no mapping: the comparison runs with no Refine filter active, so the button
 reads "Filters" as the concept's does. Nothing else follows the grid: the legacy
 "Current prompt library" link is removed from the shelf; the legacy Library stays at
-`/prompt_manager/admin` by direct URL, linked only from System (#525, D165)
+`/prompt_manager/admin` by direct URL (#525, #620)
 (`tests/browser/workspace.spec.mjs`). `library comparison detects
 mutations` injects `.card-footer { padding: 2px }` and removes `.card-meta .chip.red`.
 
@@ -2978,7 +2986,8 @@ change: ComfyUI needs a restart.
 A Pair save, by a run or the node's Save pair button, writes the category and tags to the positive prompt only when that
 save creates the prompt row (maintainer ruling). An existing prompt never changes on a run: empty, cleared or set by a person, including one first seen as
 another pair's negative. The negative stays empty, the saved pair keeps its own metadata, and `save_prompt_pair` writes
-no prompt metadata unless called with `fill_new_positive`. No backfill; optional repair is #550.
+no prompt metadata unless called with `fill_new_positive`. No backfill on a run; the opt-in repair for prompts older
+Pair runs saved is System › Maintenance › "Pair category and tags" (#550, "Pair category and tags repair" below).
 Tests: `tests/test_prompt_pair_node.py`, `tests/test_api_pairs.py`, `tests/comfyui/pair-node.spec.mjs`. A Python change: ComfyUI needs a restart.
 
 ### Delete… on the archived shelf (#492)
@@ -3234,7 +3243,7 @@ npm run --prefix tools/vendor test:workflows -- history-concept.spec.mjs \
 
 `#/inspect` ("Inspect a file") is a native workspace route; it no longer hands off to
 the legacy metadata page, which stays at its URL
-(`/prompt_manager/gallery.html`) linked only from System (#525, D165). The page is the concept's `#metadata`
+(`/prompt_manager/gallery.html`) at its URL only (#525, #620). The page is the concept's `#metadata`
 (app.js `renderMetadata` a740–748, selection a1715–1729; style.css 709–722, 1180–1194,
 1543–1545, 1559–1564) in the concept's own classes (`.surface`, `.file-drop`,
 `.spaced-20`, `.local-file-preview`, all from the synced `concept.css`), with no
@@ -4307,6 +4316,12 @@ the per-section hand-off panel, was retired by S12 (#329): every section is nati
   primary stays the concept's plain button; the plan it opens has the primary.
   `duplicates dialog matches the concept` and `duplicates comparison detects mutations`
   (system-maintenance-concept.spec) pin the mapping.
+- **D192** (Maintenance, #550, beyond the concept): Database adds "Pair category and
+  tags" after "Unused prompt components", a plain Review plan row (no danger mark: it
+  deletes nothing) with the line "Fill an empty category or tags on prompts older Pair
+  node runs saved, from their saved pairs. Only empty fields of never-edited prompts."
+  `system-maintenance-concept.spec.mjs` maps it (`mapPairRow`) as a copy of Optimize
+  database's row.
 - **D102** (Maintenance, S7, Q5, #222): Metadata cache clears only the browser entries
   Prompt Manager owns as a cache (`web/js/cache-ownership.js`). The inventory of every
   storage writer has none (see "Browser cache ownership" below), so the row's line adds
@@ -4606,9 +4621,9 @@ the per-section hand-off panel, was retired by S12 (#329): every section is nati
   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
+  ("about N"), Time, Settings ("General <g> · Character <c>", then " · up to L tags
+  per image" with the preview's saved `suggestion_limit`; for a language model, since
+  D205, an "Instructions" row and "Up to L tags per image") 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
@@ -4630,6 +4645,74 @@ the per-section hand-off panel, was retired by S12 (#329): every section is nati
   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.
+- **D202** (Auto-tagging, #431, beyond the concept): a "Skipped tags" block
+  (`.setting-block`, `data-setting="tag-skipped"`, `data-key="autotag_skipped_tags"`)
+  follows "Suggestions per image": the label and description in the concept's
+  setting-row tokens ("Suggested tags that contain one of these words are hidden.
+  Words are separated by spaces, _ or -; other characters such as ( ) belong to the
+  word."), an "Add a word or words" input (`#tag-skipped-input`) with Add (Enter adds
+  too), the entries as removable chips in the Tag image dialog's D83 chip markup (each
+  with its count, title "Hides N tags", or muted "none" with "Hides no known tag"), and
+  a `role="status"` preview line: "**Hides N tags from suggestions**: <up to 12>[ and K
+  more]. Tags already on images are not changed." ("Checked against library tags only;
+  no WD14 label list is downloaded." before the last sentence without a label list;
+  "No tags are skipped." for an empty list; "Checking…" while waiting; "The preview
+  could not be read." on failure). The client refuses an entry with "Enter a word.",
+  "No commas or line breaks.", "At most 50 characters.", "Already in the list." or "The
+  list is full (200)." under the input. The Tag image dialog's chip hint adds "N skipped
+  tags were not suggested." when the server hid any (the static mock's copy). Pinned by
+  the comparison's mapping (system-tagging-concept.spec: the block's tokens are the
+  concept row's), `skipped tags add, preview, remove, save and reload (D202)`, `skipped
+  tags preview checks library tags only …` (workspace-system-tagging.spec) and
+  `suggestions omit skipped tags and say how many were hidden` (workspace-tagging.spec).
+- **D205** (Prompt library, #620, beyond the concept): the sort menu appends Recently used, Most used and Name Z–A
+  after Oldest first. These are the old Dashboard's sorts, kept before its removal because the community asked for
+  them. A prompt never run sorts last in both use orders.
+- **D203** (Auto-tagging, #431, beyond the concept): "Saved instructions" replaces the
+  concept's "LLM tag template" field (the mock's state 2): a `.setting-block`
+  (`data-setting="tag-instructions"`, `data-key="autotag_instructions"`) with the label,
+  "Instructions for the language-model engines. Built-in can’t be changed; duplicate it
+  to make your own. N of 20 saved · Built‑in is not counted.", a `role="listbox"` list
+  (Built-in first with a "Read-only" chip, then the saved entries; "Default for GGUF" /
+  "Default for HuggingFace" chips), "+ New" ("New instructions", "(2)" if taken),
+  "Duplicate" ("<name> copy"), "Delete" (`.danger`, disabled for Built-in), "At most 20
+  saved instructions." at the cap, and the editor beside the list (under it below 700px):
+  "Name" ("N of 60") and "Text" ("N of 4,000 characters"), read-only for Built-in with
+  "Built-in instructions can’t be changed. Duplicate them to make your own.", else the
+  entry's problem ("The name “X” is already used.", "The text must not be empty."…).
+  Then two concept select rows, "Default for GGUF JoyCaption" and "Default for
+  HuggingFace JoyCaption" ("The Tag image dialog and batches start from this.",
+  `data-key="autotag_default_instructions"`), and the note a deleted default leaves
+  ("GGUF now uses Built-in."; nothing is written until Save preferences). Pinned by the
+  comparison's mapping (system-tagging-concept.spec: the block in the concept row's
+  tokens, the two rows on the concept's select row) and `saved instructions: new, edit,
+  per-engine default, delete, save and reload (D203)`, `a refused instructions save names
+  the entry and highlights the block (D203)` (workspace-system-tagging.spec).
+- **D204** (Tag image and Auto-tag selected dialogs, #431, beyond the concept): for a
+  language-model engine a "Saved instructions" select (`#image-tag-instructions-pick`,
+  `#bulk-tag-instructions-pick`) sits above "Tagging instructions" (the mock's state 3),
+  on the concept's select field: Built-in, then the saved entries (`GET /autotag/models`
+  `instructions`, full text), the engine's default marked "<name> · default". It starts
+  at that default; a pick replaces the text. The text stays editable for the run: while
+  it differs from the picked entry the select shows a disabled "Edited for this run" and
+  a muted line under the textarea reads "Edits apply to this run only. Manage saved
+  instructions in System › Auto-tagging." Choosing an entry again replaces the edit.
+  Switching between GGUF and HF starts from the new engine's default and drops an edit;
+  WD14 hides both. A preset (Preview tagging review, the bulk review) shows the entry
+  with its text, else "Edited for this run". When the read fails the select holds only
+  Built-in with the client's copy (`BUILTIN_INSTRUCTIONS`, pinned equal to
+  `DEFAULT_TAG_TEMPLATE` by workspace-image-tagging-state.test). Request bodies are
+  unchanged (`options.instructions` is the textarea's text); there is no "Save as new".
+  The workspace no longer reads `default_prompt`. Pinned by the tagging comparison's
+  mapping (tagging-canonical-comparison.mjs: the select before the instructions),
+  `the saved instructions picker fills, edits one-off and resets per engine (D204)`
+  (workspace-tagging.spec) and `Auto-tag selected picks saved instructions and sends the
+  text shown (D204)` (workspace-tagging-bulk.spec).
+- **D205** (Auto-tagging, #431; amends D134): for a language-model engine the batch
+  review adds a read-only "Instructions" row with the drafted engine default's name
+  before "Settings", which reads "Up to L tags per image"; the batch and Preview tagging
+  review send that entry's text. WD14 is unchanged. Pinned by `the batch review names the
+  language model's default instructions (D205)` (workspace-system-tagging.spec).
 - **D158** (Sources, #247 D-Q4): the concept has no switch for prompts from workflows
   without a PromptManager node; the maintainer chose a visible switch over a config key.
   A `.setting-row` in the concept's toggle markup follows "Watch for new outputs":
@@ -4861,6 +4944,47 @@ replaced the database since the review; the plan is dropped). The job:
    prompt ids only), logs the backup by its file name, and prunes safety backups to the
    newest 10. With no backup the log and the status line say "No safety backup".
 
+#### Pair category and tags repair (#550)
+
+`pair_metadata` ("Pair category and tags", D192; `database/pair_metadata_repair.py`) fills
+the empty category and the empty tag set of prompts that Pair node runs before #546
+saved, from their saved pairs. It is reviewed and applied like the operations above and
+follows the safety backup policy like them (no forced backup). Rules
+(`docs/egm/post-3.4.1/550-design.md`):
+
+- Considered: prompts the Pair node created as a positive: their earliest pair (lowest
+  id, either role, archived included) has them as the positive and its `created_at` is
+  within 2 s of theirs. A prompt first saved by the PromptManager node, or first as a
+  negative, is out of scope and not counted.
+- Sources: the prompt's non-archived pairs where it is the positive; pairs with a blank
+  category or no tags are ignored for that field. Category values are trimmed and
+  case-sensitive, tag sets compared by tag id; a field fills when exactly one value is
+  left. A whitespace-only category counts as empty.
+- Kept, per field, in this order: archived prompt, edited prompt (`updated_at` not within
+  2 s of `created_at`; NULL or unreadable counts as edited), pairs that disagree, a tag
+  set over 20 tags. A prompt can fill one field and keep the other.
+- The plan lists protected rows first, then fills, then a "Record" row, within the 50
+  detail rows; at most 20,000 prompts per plan ("review again for the rest").
+- The fingerprint covers each considered prompt's computed result (values, tag ids and
+  names, source pair ids), never a pair's title, notes, rating, run count or use
+  stamps, so a Pair run between review and apply still applies.
+- The apply's writes are guarded (`category` still blank, no `prompt_tags` row) and a
+  guard that hits nothing rolls the whole transaction back as `plan-changed`. It never
+  writes `prompt_pairs`, `prompt_pair_tags`, `updated_at`, a tag or Library state.
+- The job lists 200 changed rows ("Prompt 12: category “night”; tags a, b"); its
+  Download report lists every one (`truncated: false`, `Job.record_counted(complete=True)`).
+  Protected lists one row per kept prompt in the review's wording and order ("Prompt 7:
+  kept, pairs disagree on category: Adult, asian"), also complete in the report.
+- Activity shows a row with no path as a record: its detail as plain text, never an open
+  or locate action, and the filter reads the detail. A maintenance job of records (every
+  operation but Missing-file links) says "No records in this group.", "No listed record
+  matches this filter." and "Filter records…" (`groupCopy`); file jobs keep "files".
+
+Tests: `tests/test_maintenance_pair_metadata.py`, `tests/test_api_maintenance_pair_metadata.py`,
+`tests/test_jobs.py`, `tests/js/workspace-system-maintenance.test.js`,
+`tests/browser/workspace-system-maintenance.spec.mjs` (hook `/__test__/system/pair-metadata`).
+A Python change: ComfyUI needs a restart.
+
 The legacy restore (`POST /prompt_manager/restore`) takes a backup of any size the disks
 have room for, so a real library's safety backup restores: the upload, its staged copy
 and the swap (the upload twice in the temporary folder, once more plus the current
@@ -5215,16 +5339,16 @@ server-side tagging configuration, `autotag.defaults` in config.json: `model_typ
 (`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
+`suggestion_limit` (1–100), and since #431 `skipped_tags`, `instructions` and
+`default_instructions` (below). They are host drafts (`autotag_model_type`, `autotag_existing`,
+`autotag_general_threshold`, `autotag_character_threshold`, `autotag_suggestion_limit`,
+`autotag_skipped_tags`, `autotag_instructions`, `autotag_default_instructions`) 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
+Instruction text limits count 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
@@ -5235,8 +5359,70 @@ stored exactly on the grid (#369). A per-request threshold keeps its own check:
 `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.
+`default_prompt`, `model_type`, `existing`, and since #431 `instructions` and
+`default_instructions`), so the Tag image and Auto-tag selected dialogs start from them;
+a preset (the bulk review, Preview tagging review) wins.
+
+**Saved instructions** (#431, D203, D205): `autotag.defaults.instructions` holds the
+saved entries `[{id, name, text}]` in order (at most 20; `id` 12 lowercase hex made by
+the client, unique, `builtin` reserved; `name` trimmed, 1–60 characters, no control
+character, unique case-folded, not "Built-in"; `text` as `validate_template`), and
+`autotag.defaults.default_instructions` is `{gguf, hf}`, each `builtin` or a saved id.
+Built-in (`{id: "builtin", name: "Built-in", text: DEFAULT_TAG_TEMPLATE}`) is never
+stored; readers put it first (`AutotagConfig.all_instructions`), so a later release's
+built-in text reaches everyone who uses it. Refusals (400, the Save row shows them and
+highlights the editor): "Saved instructions: at most 20 entries besides Built-in.",
+"Saved instructions: entry N has an invalid id.", "… repeats the id of entry M.", "…
+needs a name.", "… name must be at most 60 characters.", "… name must not contain a line
+break.", "… name “X” is already used.", "Saved instructions: the name “Built-in” is
+reserved.", "Saved instructions: entry N text must be …", "Default for GGUF JoyCaption
+must be one of the saved instructions." (and HuggingFace). A save carrying either key
+without `expected_revision` is refused ("Reload the page and try again."); a save
+carrying one is paired with the other from the running configuration and both are
+written, plus the old `template` key as the GGUF default's text (deleted when that
+default is Built-in), so an older build reads that default as its one template. `POST`
+with `autotag_template` is refused ("LLM tag template was replaced by Saved instructions.
+Reload the page."); `GET` keeps returning it (the GGUF default's text, read-only) for one
+release and adds `autotag_builtin_instructions` (Built-in's text, read-only). Load: each
+key alone (a damaged list → Built-in only, a default naming nothing → Built-in, each with
+one warning), then the in-memory migration of the old `template`: with no `instructions`
+key, a template other than Built-in becomes "Custom template" (id = first 12 hex of its
+SHA-256), the default of both engines unless `default_instructions` is stored; with the
+key, a template matching no entry (edited on an older build) is appended as "Custom
+template (n)" with one INFO line (a full list: one WARNING, nothing imported). Nothing is
+written at load; the next save that carries either key writes the list.
+`AutotagConfig.default_instructions_text(engine)` feeds the legacy batch and single
+blank-prompt fallbacks (by the request's engine) and `default_prompt`. Tests:
+`tests/test_saved_instructions.py`, `tests/test_saved_instructions_routes.py`,
+`tests/js/workspace-system-instructions.test.js`.
+
+**Skipped tags** (#431, D202): `autotag.defaults.skipped_tags`, host draft
+`autotag_skipped_tags`, a list of at most 200 entries, each trimmed, 1–50 code points,
+no comma or control character, at least one word, no two with the same words (refused
+with "Skipped tags: at most 200 entries.", "Skipped tags: entry N is empty.", "… must be
+at most 50 characters.", "… must not contain a comma or a line break.", "… repeats entry
+M."); a save carrying it without `expected_revision` is refused ("Reload the page and try
+again."). A damaged saved list falls back to none with one warning. Words are the
+NFC, case-folded text split on runs of space, `_` and `-` (`tag_words`); an entry hides
+a suggested tag whose words contain the entry's words consecutively (`SkipMatcher`:
+`blurry` hides `very_blurry` and `blurry_background`, not `unblurry`; `(fate)` hides
+`saber_(fate)`, `fate` does not). `generate_tag_suggestions(skip=)` drops a match after
+the name check and before the dedupe and the limit, so skipped tags use up no slot
+(WD14 fills from lower scores; a language model may return fewer). Every path filters:
+`/image-annotations/suggest` (compiled per request; the answer adds `skipped`, the
+number of distinct names it hid), `/autotag/single`, and the `image-tags` (Auto-tag
+selected) and `autotag` (System batch, legacy `/autotag/start`) jobs, which snapshot the
+list at their start and log "Skipped tags: N entries" or "Skipped tags: none"; a save
+during a run does not change it. Hand-typed and stored tags are never filtered; the
+language models' hard-coded exclude list (`_parse_tags`) runs first. `POST
+/prompt_manager/autotag/skipped-tags/preview {entries}` (validated as a save) answers
+`count`, `sample` (12, library tags first, each part sorted case-folded),
+`sample_limit`, `per_entry [{entry, count}]` and `sources {library, wd14}` over the
+library's tags plus the category 0/4 names of each downloaded WD14 `selected_tags.csv`
+(read as UTF-8, cached by mtime and size; a missing list is skipped). It loads no model,
+opens no image, writes nothing and is `409 busy` while an exclusive job runs. Tests:
+`tests/test_skipped_tags.py`, `tests/test_skipped_tags_routes.py`, the settings and
+config tests, `tests/js/workspace-system-skipped-tags.test.js`.
 
 `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`,
@@ -7309,7 +7495,7 @@ Deploying this backend needs a ComfyUI restart (Python and route changes).
 
 `#/tags` ("Tags & categories", page title "Tags") is a native workspace route; it no
 longer hands off to the legacy tag manager. That page stays at
-`/prompt_manager/admin#/tags` linked only from System (#525, D165); tag search and sort, the untagged
+`/prompt_manager/admin#/tags` at its URL only (#525, #620); tag search and sort, the untagged
 entry (D149) and multi-tag OR (the Library's Tag match, D150) moved to the workspace
 (#444); bulk prompt delete stays on the legacy admin page (bulk tags: the Prompt
 library's selection bar, D151). A prompt's category is changed in the Prompt library
@@ -7441,7 +7627,8 @@ The legacy pages (`/prompt_manager/admin`, `admin#/tags`, `gallery`, `gallery.ht
 their URLs, and admin's Metadata and Gallery buttons still open their legacy pages (maintainer
 ruling; pinned by `legacy-system-links.spec.mjs`).
 
-- **D165** (beyond the concept, maintainer ruling 2026-10-30): System's Overview section ends
+- **D165 retired** (#620): the old pages show their removal notice since 3.5.1, so System no longer links them and the load failure below offers a reload and ComfyUI. The original ruling:
+  **D165** (beyond the concept, maintainer ruling 2026-10-30): System's Overview section ends
   with one small line, "Legacy pages: Dashboard · Tags · Gallery · Metadata viewer"
   (`.legacy-pages`, new tabs), outside `.settings-layout`. The concept has no such line;
   `mapOverviewConcept` adds it to the page tree.

__init__.py

@@ -461,8 +461,11 @@ except Exception as e:
 
 __all__ = ["NODE_CLASS_MAPPINGS", "NODE_DISPLAY_NAME_MAPPINGS", "WEB_DIRECTORY"]
 
-# One startup line. ASCII only: a Windows console using a legacy code page
-# cannot print emoji, and a UnicodeEncodeError here would abort loading the node.
+# One startup line, printed at import on purpose: it is the package's banner on
+# stdout, as ComfyUI's other custom nodes print theirs. Not a log record: the
+# console log handler hides INFO by default, so a logger would drop it. ASCII
+# only: a Windows console using a legacy code page cannot print emoji, and a
+# UnicodeEncodeError here would abort loading the node.
 print(
     f"\033[94m[ComfyUI-PromptManager] Version:\033[0m {get_version()}"
     f" - {len(NODE_CLASS_MAPPINGS)} tools loaded"

database/annotations.py

@@ -291,13 +291,6 @@ class AnnotationOperations:
         conn.execute(_BUMP_INDEX)
         return conn.execute(_REVISION, (byte_id,)).fetchone()[0]
 
-    def _current_set(self, conn, sha256, byte_id, revision) -> dict:
-        return {
-            "sha256": sha256,
-            "tags": self._byte_tags(conn, byte_id),
-            "tag_revision": revision,
-        }
-
     def read_image_tags(self, locator: str, sha256: str) -> dict:
         """The stored set of these exact bytes, or an empty set at revision 0.
 

database/health.py

@@ -16,18 +16,17 @@ check, and none of them carries a server path.
 
 import datetime
 import logging
-import ntpath
 import os
 import sqlite3
-from pathlib import PurePosixPath, PureWindowsPath
-from urllib.parse import quote
 
 try:
     from ..utils.hashing import register_prompt_functions
     from .models import normalize_image_path
+    from .sqlite_uri import readonly_uri
 except ImportError:
     from utils.hashing import register_prompt_functions
     from database.models import normalize_image_path
+    from database.sqlite_uri import readonly_uri
 
 logger = logging.getLogger("prompt_manager.database.health")
 
@@ -89,25 +88,6 @@ def _counted(lines):
     return _result(count, detail)
 
 
-def readonly_uri(db_path, *, windows=None):
-    """The ``mode=ro`` SQLite URI of *db_path*, on this platform or the given one.
-
-    pathlib spells a UNC path ``\\\\server\\share\\x.db`` as
-    ``file://server/share/x.db``, a remote authority SQLite refuses to open.
-    With an empty authority (``file:////server/share/x.db``) SQLite hands
-    Windows the ``//server/share`` path, which it opens as the UNC path.
-    """
-    if windows is None:
-        windows = os.name == "nt"
-        db_path = os.path.abspath(db_path)
-    if not windows:
-        return PurePosixPath(db_path).as_uri() + "?mode=ro"
-    path = PureWindowsPath(db_path)
-    if ntpath.splitdrive(str(path))[0].startswith("\\\\"):
-        return "file:" + quote("//" + path.as_posix()) + "?mode=ro"
-    return path.as_uri() + "?mode=ro"
-
-
 def _integrity(conn, _roots):
     rows = [
         row[0] for row in conn.execute(f"PRAGMA integrity_check({INTEGRITY_LIMIT})")
@@ -199,6 +179,23 @@ def link_states(rows, roots, readable):
     check's ``missing_files`` and the maintenance missing-link plan both
     judge links this way, so their counts agree.
     """
+    for row, owner, state in _placed_links(rows, roots, readable):
+        if state is None:
+            state = "present" if os.path.exists(row[1]) else "missing"
+        yield row, owner, state
+
+
+def held_links(rows, roots, readable):
+    """``(row, owner, state)`` for each link ``link_states`` holds back
+    (``unavailable`` or ``outside``), without looking at any file (#586)."""
+    for row, owner, state in _placed_links(rows, roots, readable):
+        if state is not None:
+            yield row, owner, state
+
+
+def _placed_links(rows, roots, readable):
+    """``link_states`` before any file is looked at: state None means the
+    link lies under a readable source."""
     prefixes = [_root_prefix(root) for root in roots]
     for row in rows:
         owner = _image_owner(row[1], row[3], prefixes)
@@ -206,10 +203,8 @@ def link_states(rows, roots, readable):
             yield row, None, "outside"
         elif not readable[owner]:
             yield row, owner, "unavailable"
-        elif os.path.exists(row[1]):
-            yield row, owner, "present"
         else:
-            yield row, owner, "missing"
+            yield row, owner, None
 
 
 def _unavailable_line(unavailable, *, partial):

database/library.py

@@ -97,6 +97,9 @@ _ORDERS = {
     "newest": ("COALESCE(julianday(p.created_at),0)", "DESC"),
     "oldest": ("COALESCE(julianday(p.created_at),0)", "ASC"),
     "name": (_NAME, "ASC"),
+    "name-desc": (_NAME, "DESC"),
+    "most-used": ("COALESCE(p.run_count,0)", "DESC"),
+    "last-used": ("COALESCE(julianday(p.last_used_at),0)", "DESC"),
     "rating": ("COALESCE(p.rating,0)", "DESC"),
 }
 # Pair archive scopes for variant and image reads, as conditions on alias pp.

database/library_move.py

@@ -47,11 +47,11 @@ import sqlite3
 import time
 import types
 import uuid
-from pathlib import Path
 from dataclasses import dataclass, field
 from typing import Callable, Dict, List, Optional, Tuple
 
 from .models import BUSY_TIMEOUT_SECONDS, PromptModel
+from .sqlite_uri import readonly_uri
 
 try:
     from ..utils import library_location as ll
@@ -322,7 +322,7 @@ def _verify_copy(temp: str, counts, documents) -> None:
             "verify-failed",
             f"{MESSAGES['verify-failed']} {detail}" if detail else None,
         )
-    uri = Path(os.path.abspath(temp)).as_uri() + "?mode=ro"
+    uri = readonly_uri(temp)
     try:
         with contextlib.closing(sqlite3.connect(uri, uri=True)) as conn:
             copied = _describe(conn)

database/maintenance.py

@@ -2,7 +2,8 @@
 
 Four operations, each the native owner of a legacy ``/maintenance`` one and
 built on the same queries, so a preview counts what the legacy cleanup would
-change:
+change (``workflow_storage`` and #550's ``pair_metadata``, which fills old
+Pair prompts' empty category and tags, live in their own modules):
 
 - ``duplicate_prompts``: prompts whose text is equal ignoring case and outer
   spaces (``DUPLICATE_PROMPTS_SQL``, legacy ``cleanup_duplicates``); each
@@ -42,7 +43,7 @@ from dataclasses import dataclass, field
 from pathlib import Path
 
 from .execution_contexts import LIVE_HINT_CTES
-from .health import BATCH_ROWS, link_states, readable_roots, readonly_uri
+from .health import BATCH_ROWS, held_links, link_states, readable_roots, readonly_uri
 from .image_removal_schema import TABLE as MARKS_TABLE
 from .image_removal_schema import clear_marks, has_marks_table
 from .pairs import PairDependencyError
@@ -60,6 +61,9 @@ MAINTENANCE_OPERATIONS = (
     "missing_links",
     # Applied as its own batched job (database/workflow_storage.py).
     "workflow_storage",
+    # #550: fill old Pair prompts' empty category and tags
+    # (database/pair_metadata_repair.py).
+    "pair_metadata",
 )
 MAX_DETAILS = 50  # detail rows a plan lists
 MAX_RESULT_ROWS = 200  # changed records an apply describes (the job lists 200)
@@ -126,6 +130,16 @@ _UNLINKED_PROTECTIONS_SQL = (
     + "), 0) FROM prompts p WHERE NOT EXISTS "
     "(SELECT 1 FROM generated_images gi WHERE gi.prompt_id = p.id)"
 )
+# Each prompt no image links to, with which protections keep it (#586); the
+# ones with none are filtered out in Python, so each predicate runs once.
+_UNLINKED_KEPT_SQL = (
+    "WITH "
+    + LIVE_HINT_CTES
+    + " SELECT p.id, "
+    + ", ".join(f"({predicate})" for predicate, _many, _one in PROTECTIONS)
+    + " FROM prompts p WHERE NOT EXISTS "
+    "(SELECT 1 FROM generated_images gi WHERE gi.prompt_id = p.id) ORDER BY p.id"
+)
 
 # Duplicate prompt groups, as the legacy cleanup finds them (case-insensitive
 # text; GROUP_CONCAT order is sorted by created_at afterwards).
@@ -155,6 +169,14 @@ _PROMPT_STATE_SQL = (
     "ORDER BY id",
 )
 
+# Why the missing-link cleanup holds a link back: (one, many) (#586).
+HELD_LINK_REASONS = {
+    "unavailable": (
+        "link under an unavailable source",
+        "links under unavailable sources",
+    ),
+    "outside": ("link outside the image sources", "links outside the image sources"),
+}
 NO_FILES_DELETED = "No image file is deleted."
 LINKS_ONLY = "Database links only; no image file is deleted."
 UNUSED_DETAIL = "No image, saved pair, Library state or recorded run uses it"
@@ -168,6 +190,7 @@ CONFLICT_REASONS = {
         "groups have their own Library titles",
     ),
 }
+PAIRED_DETAIL = "Kept: belongs to a saved pair"
 CONFLICT_DETAILS = {
     "collision": "Kept: two copies link the same image",
     "title": "Kept: a copy has its own Library title",
@@ -409,6 +432,35 @@ def _source_name(root, index):
     return os.path.basename(str(root).rstrip("\\/")) or f"Source {index + 1}"
 
 
+def _kept_duplicates(paired, conflicted):
+    """``{prompt_id, reasons}`` for each prompt of a group kept whole (#586).
+
+    The reasons are the review's details without "Kept: ".
+    """
+    held = [(ids, PAIRED_DETAIL) for ids in paired] + [
+        (ids, CONFLICT_DETAILS[reason]) for ids, reason in conflicted
+    ]
+    return [
+        {"prompt_id": prompt_id, "reasons": [detail.removeprefix("Kept: ")]}
+        for ids, detail in held
+        for prompt_id in ids
+    ]
+
+
+def _kept_unused(conn):
+    """``{prompt_id, reasons}`` for each prompt the unused prune keeps (#586).
+
+    The reasons are the review's, one per protection that applies, in the
+    order the plan names them.
+    """
+    kept = []
+    for row in conn.execute(_UNLINKED_KEPT_SQL):
+        reasons = [one for flag, (_p, _m, one) in zip(row[1:], PROTECTIONS) if flag]
+        if reasons:
+            kept.append({"prompt_id": row[0], "reasons": reasons})
+    return kept
+
+
 class MaintenanceOperations:
     """Mixin for PromptDatabase: maintenance previews and their apply."""
 
@@ -533,6 +585,10 @@ class MaintenanceOperations:
                 lambda conn: (self._link_rows(conn), _mark_rows(conn)),
             )
             return self._plan_missing_links(rows, roots, _stale_marks(marks, roots))
+        if operation == "pair_metadata":
+            from .pair_metadata_repair import plan_pair_metadata
+
+            return _read_snapshot(self.model.db_path, plan_pair_metadata)
         reader = (
             self._plan_duplicate_prompts
             if operation == "duplicate_prompts"
@@ -584,7 +640,7 @@ class MaintenanceOperations:
             + [
                 {
                     "label": _excerpt(texts.get(group[0])),
-                    "detail": "Kept: belongs to a saved pair",
+                    "detail": PAIRED_DETAIL,
                 }
                 for group in paired
             ]
@@ -662,6 +718,24 @@ class MaintenanceOperations:
             ],
         )
 
+    def kept_links(self, roots):
+        """``{image_path, owner, reason}`` for each link the missing-link
+        cleanup holds back under ``roots`` (blocking, reads only, no file
+        opened); ``owner`` indexes ``roots`` (None outside every source).
+
+        ``reason`` is the review's (``HELD_LINK_REASONS``), one link each.
+        """
+        roots = [str(root) for root in roots]
+        rows = _read_snapshot(self.model.db_path, self._link_rows)
+        return [
+            {
+                "image_path": row[1],
+                "owner": owner,
+                "reason": HELD_LINK_REASONS[state][0],
+            }
+            for row, owner, state in held_links(rows, roots, readable_roots(roots))
+        ]
+
     @staticmethod
     def _links_fingerprint(candidates, stale=()):
         fingerprint = _Fingerprint("missing_links")
@@ -681,23 +755,11 @@ class MaintenanceOperations:
                 unavailable += 1
             elif state == "outside":
                 outside += 1
-        reasons = []
-        if unavailable:
-            reasons.append(
-                _plural(
-                    unavailable,
-                    "link under an unavailable source",
-                    "links under unavailable sources",
-                )
-            )
-        if outside:
-            reasons.append(
-                _plural(
-                    outside,
-                    "link outside the image sources",
-                    "links outside the image sources",
-                )
-            )
+        reasons = [
+            _plural(count, *HELD_LINK_REASONS[state])
+            for state, count in (("unavailable", unavailable), ("outside", outside))
+            if count
+        ]
         count = len(candidates)
         parts = []
         if count:
@@ -800,7 +862,11 @@ class MaintenanceOperations:
         records changed and up to ``MAX_RESULT_ROWS`` descriptions of them
         (``{prompt_id[, kept_id]}`` or ``{image_path}``). ``marks`` are a
         missing-links plan's stale removal marks; that apply also returns
-        ``marks``, how many it forgot.
+        ``marks``, how many it forgot. ``pair_metadata`` returns every filled
+        prompt, uncapped (its job keeps the complete record, #550). The
+        prompt operations also return ``kept``: every prompt the plan keeps,
+        ``{prompt_id, reasons}`` in the review's wording (#550, #586); the
+        links a missing-links plan keeps are read by ``kept_links``.
         """
         if operation not in MAINTENANCE_OPERATIONS or operation == "workflow_storage":
             raise ValueError(f"Unknown maintenance operation {operation!r}")
@@ -815,6 +881,10 @@ class MaintenanceOperations:
             "unused_components": self._apply_unused_components,
         }
         with self._pair_transaction() as conn:
+            if operation == "pair_metadata":
+                from .pair_metadata_repair import apply_pair_metadata
+
+                return apply_pair_metadata(conn, fingerprint, targets)
             if operation == "missing_links":
                 return self._apply_missing_links(
                     conn, fingerprint, targets, roots, list(marks)
@@ -822,10 +892,11 @@ class MaintenanceOperations:
             return appliers[operation](conn, fingerprint, targets, roots)
 
     def _apply_duplicate_prompts(self, conn, fingerprint, targets, _roots):
-        groups, _paired, _conflicted, current = self._duplicates_fingerprint(conn)
+        groups, paired, conflicted, current = self._duplicates_fingerprint(conn)
         if current != fingerprint or groups != targets:
             raise PlanChanged("duplicate_prompts")
         changed, rows = 0, []
+        kept = _kept_duplicates(paired, conflicted)
         for sorted_ids in groups:
             removed, _moved = self._merge_duplicate_group(conn, sorted_ids, strict=True)
             changed += removed
@@ -833,7 +904,7 @@ class MaintenanceOperations:
                 {"prompt_id": duplicate_id, "kept_id": sorted_ids[0]}
                 for duplicate_id in sorted_ids[1:]
             )
-        return {"changed": changed, "rows": rows[:MAX_RESULT_ROWS]}
+        return {"changed": changed, "rows": rows[:MAX_RESULT_ROWS], "kept": kept}
 
     def _apply_unused_components(self, conn, fingerprint, targets, _roots):
         ids, current = self._unused_fingerprint(conn)
@@ -845,7 +916,7 @@ class MaintenanceOperations:
             {"prompt_id": prompt_id, "text": _excerpt(texts.get(prompt_id))}
             for prompt_id in ids[:MAX_RESULT_ROWS]
         ]
-        return {"changed": changed, "rows": rows}
+        return {"changed": changed, "rows": rows, "kept": _kept_unused(conn)}
 
     def _apply_missing_links(self, conn, fingerprint, targets, roots, marks):
         rows = []

database/models.py

@@ -14,6 +14,7 @@ from contextlib import closing
 from pathlib import Path
 from typing import Optional, Set, Tuple
 
+from .sqlite_uri import readonly_uri
 from .managed_connection import (
     ManagedConnection,
     await_closed,
@@ -1199,7 +1200,7 @@ class PromptModel:
         if header != SQLITE_HEADER:
             return False, "Not a SQLite database file"
 
-        uri = Path(os.path.abspath(path)).as_uri() + "?mode=ro"
+        uri = readonly_uri(path)
         try:
             conn = sqlite3.connect(uri, uri=True)
         except sqlite3.Error as e:
@@ -1306,9 +1307,7 @@ class PromptModel:
         replacement (for example, incompatible page sizes in WAL mode),
         propagate the error rather than copy files under other open owners.
         """
-        source = sqlite3.connect(
-            Path(src_path).resolve().as_uri() + "?mode=ro", uri=True
-        )
+        source = sqlite3.connect(readonly_uri(Path(src_path).resolve()), uri=True)
         try:
             target = self.get_connection()
             # The target is written under backup's step too: mark it in use

database/pair_metadata_repair.py

@@ -0,0 +1,452 @@
+"""Pair category and tags repair (#550): the ``pair_metadata`` maintenance plan.
+
+Before #546 a Pair node run saved its category and tags on the saved pair
+only; the positive prompt it created stayed Uncategorized and untagged. This
+plan fills the **empty** category and the **empty** tag set of those prompts
+from their saved pairs (``docs/egm/post-3.4.1/550-design.md``):
+
+- Considered: prompts the Pair node created as a positive (their earliest
+  pair, in either role, has them as the positive and its ``created_at`` is
+  within ``PAIR_CREATED_TOLERANCE`` of theirs) whose category is blank
+  and/or that have no tags.
+- Sources: the prompt's non-archived pairs where it is the positive. Pairs
+  with a blank category or no tags are ignored for that field. A field fills
+  when exactly one value remains (category: trimmed, case-sensitive; tags:
+  the tag-id set).
+- Kept (protected), in this order: archived prompt, edited prompt
+  (``updated_at`` not within the tolerance of ``created_at``), pairs that
+  disagree, a tag set over ``MAX_LIBRARY_TAGS``.
+
+The apply runs in the caller's ``BEGIN IMMEDIATE`` transaction, recomputes
+the fingerprint, then writes guarded statements (the field must still be
+empty) that never touch a pair, a negative or ``updated_at``. A guard that
+hits nothing raises ``PlanChanged`` so the whole transaction rolls back.
+"""
+
+import datetime
+
+from . import maintenance as _maintenance
+from .library_commands import MAX_LIBRARY_TAGS
+from .maintenance import (
+    MAX_DETAILS,
+    MaintenanceDraft,
+    PlanChanged,
+    _excerpt,
+    _Fingerprint,
+    _marks,
+    _plural,
+)
+
+OPERATION = "pair_metadata"
+# Seconds: the Pair save stamps its new prompt and its pair with separate
+# utc_now_iso() calls in one transaction (microseconds apart).
+PAIR_CREATED_TOLERANCE = 2.0
+# Fill prompts one plan applies; the rest are applied by the next review.
+# Bounds the complete record a job keeps in memory (about 100 bytes a row).
+MAX_PLAN_FILLS = 20000
+DETAIL_VALUES = 3
+DETAIL_TAGS = 5
+MEDIA_LABEL = "No image file or saved pair is changed."
+EMPTY_LABEL = "No Pair prompts are missing a category or tags"
+RECORD_NOTE = (
+    "The job's report lists every filled field. Download it to keep it: "
+    "Activity forgets jobs after a restart."
+)
+# Protected classes in precedence order: (key, detail, reason one, many).
+EDITED_DETAIL = (
+    "Kept: edited after it was saved; its empty category or tags may be intentional"
+)
+PROTECTED = (
+    (
+        "archived",
+        "Kept: archived in the Library",
+        "archived in the Library",
+        "archived in the Library",
+    ),
+    (
+        "edited",
+        EDITED_DETAIL,
+        "edited after it was saved",
+        "edited after they were saved",
+    ),
+    ("conflict", None, "where pairs disagree", "where pairs disagree"),
+    (
+        "too-many-tags",
+        f"Kept: its pair has more than {MAX_LIBRARY_TAGS} tags",
+        f"whose pair has more than {MAX_LIBRARY_TAGS} tags",
+        f"whose pair has more than {MAX_LIBRARY_TAGS} tags",
+    ),
+)
+_PROTECTED_ORDER = [key for key, *_rest in PROTECTED]
+# Detail rows: what the user can act on (a conflict) first.
+DETAIL_ORDER = ("conflict", "edited", "archived", "too-many-tags")
+
+_CANDIDATES_SQL = """
+    SELECT p.id, p.hash, p.text, p.created_at, p.updated_at,
+           COALESCE(TRIM(p.category), '') = '' AS blank_category,
+           NOT EXISTS (SELECT 1 FROM prompt_tags pt WHERE pt.prompt_id = p.id)
+               AS untagged,
+           EXISTS (SELECT 1 FROM prompt_archive pa WHERE pa.prompt_id = p.id)
+               AS archived,
+           (SELECT CASE WHEN pp.positive_prompt_id = p.id
+                        THEN pp.created_at END
+              FROM prompt_pairs pp
+             WHERE pp.positive_prompt_id = p.id OR pp.negative_prompt_id = p.id
+             ORDER BY pp.id LIMIT 1) AS first_pair_at
+      FROM prompts p
+     WHERE EXISTS (SELECT 1 FROM prompt_pairs pp WHERE pp.positive_prompt_id = p.id)
+       AND (COALESCE(TRIM(p.category), '') = ''
+            OR NOT EXISTS (SELECT 1 FROM prompt_tags pt WHERE pt.prompt_id = p.id))
+     ORDER BY p.id
+"""
+_SOURCES_SQL = (
+    "SELECT id, positive_prompt_id, TRIM(COALESCE(category, '')) FROM prompt_pairs "
+    "WHERE archived = 0 AND positive_prompt_id IN ({marks}) ORDER BY id"
+)
+_PAIR_TAGS_SQL = (
+    "SELECT ppt.pair_id, t.id, t.name FROM prompt_pair_tags ppt "
+    "JOIN tags t ON t.id = ppt.tag_id WHERE ppt.pair_id IN ({marks}) "
+    "ORDER BY ppt.pair_id, t.id"
+)
+
+
+def parse_stamp(value):
+    """A stored timestamp as an aware UTC datetime, or None when unreadable."""
+    if not isinstance(value, str) or not value.strip():
+        return None
+    try:
+        stamp = datetime.datetime.fromisoformat(value.strip())
+    except ValueError:
+        return None
+    if stamp.tzinfo is None:
+        stamp = stamp.replace(tzinfo=datetime.timezone.utc)
+    return stamp
+
+
+def _close(first, second):
+    """Whether two stored stamps parse and lie within the tolerance."""
+    a, b = parse_stamp(first), parse_stamp(second)
+    if a is None or b is None:
+        return False
+    return abs((a - b).total_seconds()) <= PAIR_CREATED_TOLERANCE
+
+
+def _batches(ids):
+    size = _maintenance.ID_BATCH
+    for start in range(0, len(ids), size):
+        yield ids[start : start + size]
+
+
+def _sources(conn, ids):
+    """``{prompt_id: [(pair_id, category, ((tag_id, name), ...)), ...]}``."""
+    pairs = {}
+    for batch in _batches(ids):
+        for pair_id, prompt_id, category in conn.execute(
+            _SOURCES_SQL.format(marks=_marks(batch)), batch
+        ):
+            pairs.setdefault(prompt_id, []).append([pair_id, category, []])
+    by_pair = {pair[0]: pair for group in pairs.values() for pair in group}
+    pair_ids = sorted(by_pair)
+    for batch in _batches(pair_ids):
+        for pair_id, tag_id, name in conn.execute(
+            _PAIR_TAGS_SQL.format(marks=_marks(batch)), batch
+        ):
+            by_pair[pair_id][2].append((tag_id, name))
+    return {
+        prompt_id: [(pid, category, tuple(tags)) for pid, category, tags in group]
+        for prompt_id, group in pairs.items()
+    }
+
+
+def _field(values, guard):
+    """``(class, value)`` of one field from its distinct values, or None."""
+    if not values:
+        return None
+    if guard:
+        return (guard, None)
+    if len(values) > 1:
+        return ("conflict", sorted(values))
+    return ("fill", next(iter(values)))
+
+
+def _classify(row, sources):
+    """The result of one considered prompt, or None when nothing applies."""
+    guard = None
+    if row["archived"]:
+        guard = "archived"
+    elif not _close(row["updated_at"], row["created_at"]):
+        guard = "edited"
+    category = tags = None
+    tag_pair = None
+    if row["blank_category"]:
+        category = _field({c for _p, c, _t in sources if c}, guard)
+    if row["untagged"]:
+        sets = {}
+        for pair_id, _category, pair_tags in sources:
+            if pair_tags:
+                sets.setdefault(frozenset(pair_tags), pair_id)
+        tags = _field(set(sets), guard)
+        if tags and tags[0] == "fill":
+            tag_pair = sets[tags[1]]
+            if len(tags[1]) > MAX_LIBRARY_TAGS:
+                tags = ("too-many-tags", None)
+            else:
+                tags = ("fill", tuple(sorted(tags[1])))
+        elif tags and tags[0] == "conflict":
+            tags = ("conflict", [sorted(s) for s in sorted(sets, key=sorted)])
+    if category is None and tags is None:
+        return None
+    return {
+        "id": row["id"],
+        "hash": row["hash"],
+        "text": row["text"],
+        "category": category,
+        "tags": tags,
+        "tag_pair": tag_pair if tags and tags[0] == "fill" else None,
+        "pairs": [pair_id for pair_id, _c, _t in sources],
+    }
+
+
+def _state(conn):
+    """``(results, fingerprint)``: every considered prompt's result, by id."""
+    considered = []
+    for row in conn.execute(_CANDIDATES_SQL):
+        row = dict(
+            zip(
+                (
+                    "id",
+                    "hash",
+                    "text",
+                    "created_at",
+                    "updated_at",
+                    "blank_category",
+                    "untagged",
+                    "archived",
+                    "first_pair_at",
+                ),
+                tuple(row),
+            )
+        )
+        if _close(row["created_at"], row["first_pair_at"]):
+            considered.append(row)
+    sources = _sources(conn, [row["id"] for row in considered])
+    fingerprint = _Fingerprint(OPERATION)
+    results = []
+    for row in considered:
+        result = _classify(row, sources.get(row["id"], []))
+        if result is None:
+            continue
+        results.append(result)
+        fingerprint.add(
+            [
+                result["id"],
+                result["hash"],
+                result["category"],
+                result["tags"],
+                result["tag_pair"],
+                result["pairs"],
+            ]
+        )
+    return results, fingerprint.hexdigest()
+
+
+def _fills(result):
+    return (
+        bool(result["category"] and result["category"][0] == "fill"),
+        bool(result["tags"] and result["tags"][0] == "fill"),
+    )
+
+
+def _targets(results):
+    targets = []
+    for result in results:
+        category, tags = _fills(result)
+        if category or tags:
+            targets.append([result["id"], category, tags])
+    return targets[:MAX_PLAN_FILLS]
+
+
+def _protected_classes(result):
+    """The protected classes of a result's fields, in precedence order."""
+    found = {
+        field[0]
+        for field in (result["category"], result["tags"])
+        if field and field[0] != "fill"
+    }
+    return [key for key in _PROTECTED_ORDER if key in found]
+
+
+def _more(values, limit):
+    shown = ", ".join(values[:limit])
+    return shown + (", …" if len(values) > limit else "")
+
+
+def _fill_detail(result):
+    parts = []
+    category, tags = _fills(result)
+    if category:
+        parts.append(f"category “{result['category'][1]}”")
+    if tags:
+        names = sorted(name for _id, name in result["tags"][1])
+        noun = "tag" if len(names) == 1 else "tags"
+        parts.append(f"{len(names)} {noun}: {_more(names, DETAIL_TAGS)}")
+    pairs = [str(pair_id) for pair_id in result["pairs"]]
+    label = "pair" if len(pairs) == 1 else "pairs"
+    return f"Fills {' and '.join(parts)} ({label} {_more(pairs, DETAIL_VALUES)})"
+
+
+def _protected_detail(result, key):
+    if key != "conflict":
+        return next(detail for k, detail, *_r in PROTECTED if k == key)
+    if result["category"] and result["category"][0] == "conflict":
+        values = result["category"][1]
+        return f"Kept: pairs disagree on category: {_more(values, DETAIL_VALUES)}"
+    return "Kept: pairs disagree on tags"
+
+
+def _kept(results):
+    """One row per kept prompt, its review reasons without "Kept: " (#550)."""
+    rows = []
+    for result in results:
+        classes = set(_protected_classes(result))
+        if classes:
+            rows.append(
+                {
+                    "prompt_id": result["id"],
+                    "reasons": [
+                        _protected_detail(result, key).removeprefix("Kept: ")
+                        for key in DETAIL_ORDER
+                        if key in classes
+                    ],
+                }
+            )
+    return rows
+
+
+def _details(results, targets):
+    rows = []
+    for key in DETAIL_ORDER:
+        for result in results:
+            if key in _protected_classes(result):
+                rows.append(
+                    {
+                        "label": _excerpt(result["text"]),
+                        "detail": _protected_detail(result, key),
+                    }
+                )
+    planned = {target[0] for target in targets}
+    for result in results:
+        if result["id"] in planned:
+            rows.append(
+                {"label": _excerpt(result["text"]), "detail": _fill_detail(result)}
+            )
+    if not targets:
+        return rows[:MAX_DETAILS]
+    return rows[: MAX_DETAILS - 1] + [{"label": "Record", "detail": RECORD_NOTE}]
+
+
+def _scope_label(targets, total):
+    if not targets:
+        return EMPTY_LABEL
+    categories = sum(1 for _id, category, _tags in targets if category)
+    tag_sets = sum(1 for _id, _category, tags in targets if tags)
+    label = (
+        f"{_plural(len(targets), 'prompt')} to fill: "
+        f"{_plural(categories, 'category', 'categories')}, "
+        f"{_plural(tag_sets, 'tag set')}"
+    )
+    if total > len(targets):
+        label += (
+            f" (the first {len(targets):,} of {total:,}; review again for the rest)"
+        )
+    return label
+
+
+def plan_pair_metadata(conn):
+    """The reviewed ``pair_metadata`` plan on ``conn``'s snapshot."""
+    results, fingerprint = _state(conn)
+    targets = _targets(results)
+    total = sum(1 for result in results if any(_fills(result)))
+    counts = {key: 0 for key in _PROTECTED_ORDER}
+    held = 0
+    for result in results:
+        classes = _protected_classes(result)
+        held += bool(classes)
+        for key in classes:
+            counts[key] += 1
+    reasons = [
+        f"{counts[key]:,} {one if counts[key] == 1 else many}"
+        for key, _detail, one, many in PROTECTED
+        if counts[key]
+    ]
+    return MaintenanceDraft(
+        operation=OPERATION,
+        fingerprint=fingerprint,
+        targets=targets,
+        scope={"count": len(targets), "label": _scope_label(targets, total)},
+        protected={"count": held, "reasons": reasons},
+        media={"deletes_files": False, "label": MEDIA_LABEL},
+        details=_details(results, targets),
+    )
+
+
+def _fill_categories(conn, fills):
+    """Set each blank category; raises PlanChanged when one is no longer blank."""
+    cursor = conn.executemany(
+        "UPDATE prompts SET category = ? WHERE id = ? "
+        "AND COALESCE(TRIM(category), '') = ''",
+        fills,
+    )
+    if cursor.rowcount != len(fills):
+        raise PlanChanged(OPERATION)
+
+
+def _fill_tags(conn, fills, expected):
+    """Copy each source pair's tags onto its untagged prompt."""
+    cursor = conn.executemany(
+        "INSERT INTO prompt_tags(prompt_id, tag_id) "
+        "SELECT ?, ppt.tag_id FROM prompt_pair_tags ppt "
+        "JOIN tags t ON t.id = ppt.tag_id WHERE ppt.pair_id = ? "
+        "AND NOT EXISTS (SELECT 1 FROM prompt_tags WHERE prompt_id = ?)",
+        fills,
+    )
+    if cursor.rowcount != expected:
+        raise PlanChanged(OPERATION)
+
+
+def apply_pair_metadata(conn, fingerprint, targets):
+    """Apply the reviewed fills on ``conn`` (inside BEGIN IMMEDIATE).
+
+    Returns ``{changed, categories, tag_sets, rows, kept}``; ``rows`` lists
+    every filled prompt (``{prompt_id, category?, tags?}``) and ``kept`` every
+    prompt the plan keeps (``{prompt_id, reasons}``, in the review's wording
+    and order), both never capped.
+    """
+    results, current = _state(conn)
+    if current != fingerprint or _targets(results) != targets:
+        raise PlanChanged(OPERATION)
+    by_id = {result["id"]: result for result in results}
+    categories, tags, rows = [], [], []
+    tag_count = 0
+    for prompt_id, fill_category, fill_tags in targets:
+        result = by_id[prompt_id]
+        row = {"prompt_id": prompt_id}
+        if fill_category:
+            row["category"] = result["category"][1]
+            categories.append((row["category"], prompt_id))
+        if fill_tags:
+            row["tags"] = sorted(name for _id, name in result["tags"][1])
+            tags.append((prompt_id, result["tag_pair"], prompt_id))
+            tag_count += len(result["tags"][1])
+        rows.append(row)
+    if categories:
+        _fill_categories(conn, categories)
+    if tags:
+        _fill_tags(conn, tags, tag_count)
+    return {
+        "changed": len(rows),
+        "categories": len(categories),
+        "tag_sets": len(tags),
+        "rows": rows,
+        "kept": _kept(results),
+    }

database/restore_stage.py

@@ -42,6 +42,7 @@ from typing import Dict, Optional
 from . import workflow_documents as wd
 from .execution_history_schema import rotate_history_epoch
 from .safety_backup import take_safety_backup
+from .sqlite_uri import readonly_uri
 
 logger = logging.getLogger("prompt_manager.database.restore_stage")
 
@@ -114,7 +115,7 @@ def file_digest(path: str) -> str:
 
 
 def _readonly(path: str) -> sqlite3.Connection:
-    return sqlite3.connect(Path(path).resolve().as_uri() + "?mode=ro", uri=True)
+    return sqlite3.connect(readonly_uri(Path(path).resolve()), uri=True)
 
 
 def _schema(path: str) -> list:

database/saved_views.py

@@ -31,7 +31,15 @@ MAX_STATE_BYTES = 4096
 MAX_TAGS = 20
 MAX_TAG_LENGTH = 50
 _IMAGE_SORTS = ("newest", "oldest", "name", "name-desc", "rating")
-_LIBRARY_SORTS = ("newest", "oldest", "name", "rating")
+_LIBRARY_SORTS = (
+    "newest",
+    "oldest",
+    "name",
+    "name-desc",
+    "most-used",
+    "last-used",
+    "rating",
+)
 _MEDIA = ("all", "image", "video")
 # How a Library view's Tags match (#444): every tag, any of them, or parents
 # without tags ("untagged" never goes with tags; the listing refuses both).

database/sqlite_uri.py

@@ -0,0 +1,25 @@
+"""The read-only SQLite URI of a path, safe for Windows network shares."""
+
+import ntpath
+import os
+from pathlib import PurePosixPath, PureWindowsPath
+from urllib.parse import quote
+
+
+def readonly_uri(db_path, *, windows=None):
+    """The ``mode=ro`` SQLite URI of *db_path*, on this platform or the given one.
+
+    pathlib spells a UNC path ``\\\\server\\share\\x.db`` as
+    ``file://server/share/x.db``, a remote authority SQLite refuses to open.
+    With an empty authority (``file:////server/share/x.db``) SQLite hands
+    Windows the ``//server/share`` path, which it opens as the UNC path.
+    """
+    if windows is None:
+        windows = os.name == "nt"
+        db_path = os.path.abspath(db_path)
+    if not windows:
+        return PurePosixPath(db_path).as_uri() + "?mode=ro"
+    path = PureWindowsPath(db_path)
+    if ntpath.splitdrive(str(path))[0].startswith("\\\\"):
+        return "file:" + quote("//" + path.as_posix()) + "?mode=ro"
+    return path.as_uri() + "?mode=ro"

database/workflow_storage.py

@@ -112,20 +112,22 @@ QUERY_PLAN_STATEMENTS = {
 
 
 def _rewrite_row(conn, image_id, row, verified, checked):
-    """Store the row's inline texts as documents; returns (changed, protected, size).
+    """Store the row's inline texts as documents; returns (changed, kept, size).
+
+    ``kept`` names the columns whose value stays inline (not text).
 
     ``verified`` maps document ids already read back in this batch to their
     text, and ``checked`` holds the reused ids ``store_text`` already
     checked, so a document shared by many rows is decompressed once.
     """
-    changes, replaced = {}, []
-    protected = size = 0
+    changes, replaced, kept = {}, [], []
+    size = 0
     for index, (column, reference) in enumerate(TEXT_COLUMNS):
         value, current = row[index], row[index + len(TEXT_COLUMNS)]
         if value is None:
             continue
         if not storable(value):
-            protected += 1
+            kept.append(column)
             continue
         document_id = store_text(conn, value, checked)
         if document_id not in verified:
@@ -143,7 +145,7 @@ def _rewrite_row(conn, image_id, row, verified, checked):
             [*changes.values(), image_id],
         )
     release_documents(conn, replaced)
-    return bool(changes), protected, size
+    return bool(changes), kept, size
 
 
 def migrate_batch(
@@ -160,9 +162,10 @@ def migrate_batch(
     savepoint: a row that cannot be rewritten (``_row_error``) is rolled
     back alone, stays inline and is listed in ``errors``; anything else rolls
     the whole batch back and propagates. Returns ``{last_id, rows,
-    protected, errors, done}``: the last row looked at, rows rewritten,
-    inline values kept (not text), the ids kept by an error and whether
-    there was nothing left to look at.
+    protected, kept, errors, done}``: the last row looked at, rows
+    rewritten, inline values kept (not text) and each of them as ``(image
+    id, column)`` (#586), the ids kept by an error and whether there was
+    nothing left to look at.
     """
     if conn.in_transaction:
         raise RuntimeError("The migration needs its own transaction")
@@ -174,6 +177,7 @@ def migrate_batch(
             "last_id": after_id,
             "rows": 0,
             "protected": 0,
+            "kept": [],
             "errors": [],
             "done": not ids,
         }
@@ -182,7 +186,7 @@ def migrate_batch(
             conn.execute("SAVEPOINT workflow_row")
             try:
                 row = conn.execute(ROW_SQL, (image_id,)).fetchone()
-                changed, protected, row_size = _rewrite_row(
+                changed, kept, row_size = _rewrite_row(
                     conn, image_id, row, verified, checked
                 )
             except Exception as error:
@@ -194,11 +198,12 @@ def migrate_batch(
                 checked.clear()
                 logger.warning(f"Image record {image_id} kept inline: {error}")
                 result["errors"].append(image_id)
-                changed, protected, row_size = False, 0, 0
+                changed, kept, row_size = False, [], 0
             else:
                 conn.execute("RELEASE workflow_row")
             result["rows"] += int(changed)
-            result["protected"] += protected
+            result["protected"] += len(kept)
+            result["kept"].extend((image_id, column) for column in kept)
             result["last_id"] = image_id
             size += row_size
             if size >= max_bytes or _clock() - started >= max_seconds:

prompt_manager.py

@@ -3,7 +3,6 @@ PromptManager: Main custom node implementation that extends CLIPTextEncode
 with persistent prompt storage and search capabilities.
 """
 
-import time
 from typing import Any, Dict, Optional, Tuple
 
 if __package__:
@@ -259,19 +258,6 @@ class PromptManager(PromptManagerBase, ComfyNodeABC):
         if not save_to_library:
             return result  # #90: no metadata registration, no history text
 
-        # Register with ComfyUI integration for standard metadata compatibility
-        node_id = f"promptmanager_{int(time.time() * 1000)}"
-        self.comfyui_integration.register_prompt(
-            node_id,
-            encoding_text.strip(),
-            {
-                "category": category.strip() if category else None,
-                "tags": extended_tags,
-                "prompt_id": prompt_id,
-                "prepend_text": prepend_text.strip() if prepend_text else None,
-                "append_text": append_text.strip() if append_text else None,
-            },
-        )
         record_runtime_context(
             type(self).__name__, text, prepend_text, append_text, encoding_text
         )

prompt_manager_base.py

@@ -19,7 +19,6 @@ except ImportError:
 
 try:
     from .database.operations import PromptDatabase
-    from .utils.comfyui_integration import get_comfyui_integration
     from .utils.image_monitor import get_image_monitor
     from .utils.prompt_tracker import get_prompt_tracker
     from .utils.hashing import generate_prompt_hash
@@ -38,7 +37,6 @@ except ImportError:
 
     sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
     from database.operations import PromptDatabase
-    from utils.comfyui_integration import get_comfyui_integration
     from utils.image_monitor import get_image_monitor
     from utils.prompt_tracker import get_prompt_tracker
     from utils.hashing import generate_prompt_hash
@@ -86,7 +84,6 @@ class PromptManagerBase:
         self.db = PromptDatabase()
         self.prompt_tracker = get_prompt_tracker(self.db)
         self.image_monitor = get_image_monitor(self.db, self.prompt_tracker)
-        self.comfyui_integration = get_comfyui_integration()
 
         self._start_gallery_system()
         self.logger.debug(f"{self.__class__.__name__} node initialization completed")
@@ -433,18 +430,6 @@ class PromptManagerBase:
             self.logger.error(f"Error searching prompts: {e}")
             return []
 
-    def search_prompts_api(self, search_text: str = "") -> List[Dict[str, Any]]:
-        """API method for JavaScript UI to search prompts."""
-        return self._search_prompts(search_text=search_text)
-
-    def get_recent_prompts_api(self, limit: int = 20) -> List[Dict[str, Any]]:
-        """API method for JavaScript UI to get recent prompts."""
-        try:
-            return self.db.get_recent_prompts(limit=limit)
-        except Exception as e:
-            self.logger.error(f"Error getting recent prompts: {e}")
-            return []
-
     def _start_gallery_system(self):
         """Initialize and start the gallery monitoring system."""
         try:
@@ -455,13 +440,6 @@ class PromptManagerBase:
             self.logger.error(f"Failed to start gallery system: {e}")
             self.logger.warning("Gallery features will be disabled")
 
-    def get_gallery_status(self) -> Dict[str, Any]:
-        """Get status of the gallery system."""
-        return {
-            "image_monitor": self.image_monitor.get_status(),
-            "prompt_tracker": self.prompt_tracker.get_status(),
-        }
-
     def cleanup_gallery_system(self):
         """Clean up gallery system resources.
 

prompt_manager_pair.py

@@ -2,7 +2,6 @@
 
 import hashlib
 import json
-import time
 from typing import Any, Dict, Optional, Tuple
 
 if __package__:
@@ -173,19 +172,6 @@ class PromptManagerPair(PromptManagerFocused):
                 self.logger.warning(f"Could not save or track paired prompt: {error}")
                 if is_positive:
                     self._mark_untracked(prompt, unique_id)
-        try:
-            self.comfyui_integration.register_prompt(
-                f"promptmanager_pair_{time.time_ns()}",
-                positive,
-                {
-                    "prompt_id": prompt_id,
-                    "pair_id": pair_id if pair_used else None,
-                    "negative_text": negative_text,
-                    "category": category.strip() or None,
-                },
-            )
-        except Exception as error:
-            self.logger.warning(f"Could not register paired metadata: {error}")
         record_runtime_context(
             type(self).__name__,
             text,

prompt_manager_text.py

@@ -3,7 +3,6 @@ PromptManagerText: A text-only version of PromptManager that outputs STRING
 without CLIP encoding, while maintaining all database and search features.
 """
 
-import time
 from typing import Any, Dict, Optional, Tuple
 
 if __package__:
@@ -230,19 +229,6 @@ class PromptManagerText(PromptManagerBase, ComfyNodeABC):
         if not save_to_library:
             return result  # #90: no metadata registration, no history text
 
-        # Register with ComfyUI integration for standard metadata compatibility
-        node_id = f"promptmanagertext_{int(time.time() * 1000)}"
-        self.comfyui_integration.register_prompt(
-            node_id,
-            final_text.strip(),
-            {
-                "category": category.strip() if category else None,
-                "tags": extended_tags,
-                "prompt_id": prompt_id,
-                "prepend_text": prepend_text.strip() if prepend_text else None,
-                "append_text": append_text.strip() if append_text else None,
-            },
-        )
         record_runtime_context(
             type(self).__name__, text, prepend_text, append_text, final_text
         )

py/api/__init__.py

@@ -89,7 +89,6 @@ from .source_rescope import SourceRescopeMixin
 
 try:
     from ...database.operations import PromptDatabase
-    from ...utils.file_prompt import parse_comfyui_prompt
     from ...utils.logging_config import get_logger
     from ...utils.native_memory import release_free_memory
     from ...utils.png_text import png_text
@@ -101,7 +100,6 @@ except ImportError:
         0, os.path.dirname(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
     )
     from database.operations import PromptDatabase
-    from utils.file_prompt import parse_comfyui_prompt
     from utils.logging_config import get_logger
     from utils.native_memory import release_free_memory
     from utils.png_text import png_text
@@ -254,23 +252,6 @@ async def _read_json_body(request, max_bytes=JSON_BODY_MAX_BYTES):
     return data, None
 
 
-class _LongJobGuard:
-    """Async context manager handed out by ``_acquire_long_job``."""
-
-    def __init__(self, lock):
-        self._lock = lock
-
-    async def __aenter__(self):
-        # The caller checked ``locked()`` on this same loop iteration, so this
-        # acquire never waits.
-        await self._lock.acquire()
-        return self
-
-    async def __aexit__(self, exc_type, exc, tb):
-        self._lock.release()
-        return False
-
-
 # ── Gzip compression middleware ────────────────────────────────────────
 _GZIP_MIN_SIZE = 1024  # Only compress bodies larger than 1 KB
 _GZIP_TYPES = frozenset(
@@ -426,10 +407,6 @@ class PromptManagerAPI(
         self._workspace_card_cache = {}
         # Favorite keys of each root's cached scan (images._favorite_listing).
         self._favorite_listing_cache = {}
-        # Single-flight locks for long jobs, keyed by job family; see
-        # _acquire_long_job(). Created lazily so no lock binds to an event
-        # loop before the server's loop exists.
-        self._long_jobs: dict = {}
         # This session's jobs (py/api/jobs.py): the metadata scan, and later
         # every other long operation the Activity page tracks.
         self._jobs = JobRegistry(self.logger)
@@ -486,26 +463,6 @@ class PromptManagerAPI(
     _public_error = staticmethod(_public_error)
     _read_json_body = staticmethod(_read_json_body)
 
-    def _acquire_long_job(self, name):
-        """Claim the single-flight slot for a long job family, or None when busy.
-
-        Usage in a handler::
-
-            job = self._acquire_long_job("duplicates")
-            if job is None:
-                return self._long_job_busy_response("Duplicate scan")
-            async with job:
-                ...
-
-        Families are free-form strings ("duplicates", "thumbnails",
-        "autotag", ...); the lock is released when the ``async with`` block
-        exits, including on exceptions. Must be called from the event loop.
-        """
-        lock = self._long_jobs.setdefault(name, asyncio.Lock())
-        if lock.locked():
-            return None
-        return _LongJobGuard(lock)
-
     @staticmethod
     def _long_job_busy_response(label):
         """409 envelope for a long job that is already running."""
@@ -1079,7 +1036,3 @@ class PromptManagerAPI(
                 f"Unreadable image {os.path.basename(str(image_path))}: {e}"
             )
             return {}
-
-    def _parse_comfyui_prompt(self, metadata):
-        """Parse ComfyUI and A1111 prompt data from metadata."""
-        return parse_comfyui_prompt(metadata)

py/api/admin.py

@@ -30,8 +30,10 @@ from .jobs import (
 )
 
 try:
+    from ...database.sqlite_uri import readonly_uri
     from ...utils.parallel import map_parallel
 except ImportError:
+    from database.sqlite_uri import readonly_uri
     from utils.parallel import map_parallel
 
 try:
@@ -399,7 +401,7 @@ def _inspect_restore_upload(path):
     Returns:
         None when acceptable, otherwise a human-readable reason (blocking).
     """
-    uri = Path(os.path.abspath(path)).as_uri() + "?mode=ro"
+    uri = readonly_uri(path)
     try:
         conn = sqlite3.connect(uri, uri=True)
     except sqlite3.Error as e:

py/api/annotation_suggest.py

@@ -102,11 +102,14 @@ def model_refusal(status: dict, model_type: str, model_name: str):
     return None
 
 
-def run_suggestions(service, capture_path: str, model_type: str, options: dict):
+def run_suggestions(
+    service, capture_path: str, model_type: str, options: dict, skip=None
+):
     """Blocking: load (or swap to) *model_type*, then suggest for the capture.
 
     The caller holds the model gate for the whole call; nothing is ever
-    downloaded (``load_model`` refuses a model that is not on disk).
+    downloaded (``load_model`` refuses a model that is not on disk). ``skip``
+    is the request's or job's compiled Skipped tags (#431).
     """
     if not service.is_model_loaded() or service.get_loaded_model_type() != model_type:
         service.load_model(model_type, options["use_gpu"])
@@ -116,6 +119,7 @@ def run_suggestions(service, capture_path: str, model_type: str, options: dict):
         prompt=options.get("instructions"),
         general_threshold=options.get("general_threshold"),
         character_threshold=options.get("character_threshold"),
+        skip=skip,
     )
 
 

py/api/annotations.py

@@ -35,6 +35,7 @@ from .media_target import media_target as _target
 from .images import _unavailable_link, _verified_title
 from .prompts import bad_request
 from .. import model_gate
+from ..tagging_defaults import SkipMatcher
 
 try:
     from ...database.annotations import (
@@ -640,6 +641,8 @@ class AnnotationRoutesMixin:
             owner = model_gate.new_owner("image-annotations")
             if not model_gate.try_acquire(owner):
                 return model_busy_response()
+            # #431: the Skipped tags as they are when the request is accepted.
+            skip = SkipMatcher(AutotagConfig.SKIPPED_TAGS).counting()
             try:
                 # From here the pin is the gate's to end: the worker ends it,
                 # or ``on_skipped`` does when the worker never starts.
@@ -653,6 +656,7 @@ class AnnotationRoutesMixin:
                     capture,
                     model_type,
                     options,
+                    skip,
                     on_skipped=functools.partial(store.release_use, token),
                 )
             except MissingBackendPackages as exc:
@@ -677,6 +681,8 @@ class AnnotationRoutesMixin:
                 "model_type": model_type,
                 "options": options,
                 "suggestions": suggestion_rows(pairs),
+                # How many distinct suggestions the Skipped tags hid (#431).
+                "skipped": len(skip.hidden),
             },
             headers={"Cache-Control": "no-store"},
         )
@@ -732,10 +738,10 @@ def _byte_range(request: web.Request, size: int):
     return start, stop
 
 
-def _pinned_suggestions(store, token, service, capture, model_type, options):
+def _pinned_suggestions(store, token, service, capture, model_type, options, skip=None):
     """Worker thread: infer on the capture, then end its pin (even on error)."""
     try:
-        return run_suggestions(service, capture.path, model_type, options)
+        return run_suggestions(service, capture.path, model_type, options, skip)
     finally:
         store.release_use(token)
 

py/api/autotag_routes.py

@@ -40,6 +40,12 @@ BATCH_PREVIEW_BODY_MAX = 1024
 APPLY_BODY_MAX = 64 * 1024  # POST /autotag/apply: one image and its tags
 _HEX64 = re.compile(r"[0-9a-f]{64}")
 BATCH_JOB_BODY_MAX = 32 * 1024
+# Skipped tags preview (#431): 200 entries of 50 characters, with room for JSON.
+SKIPPED_PREVIEW_BODY_MAX = 64 * 1024
+SKIPPED_PREVIEW_LEASE = "Skipped tags preview"
+SKIPPED_PREVIEW_SAMPLE = 12
+# WD14 label lists the preview found missing or unreadable (logged once each).
+_MISSING_LABEL_LISTS = set()
 REVIEW_REQUIRED = (
     "Replacing tags needs a review of each image. Use Preview tagging review, "
     "or choose Skip or Merge for a batch run."
@@ -72,6 +78,12 @@ MODEL_DOWNLOAD_BODY_MAX = 1024
 _download_titles = {}
 
 
+def _instruction_engine(model_type: str) -> str:
+    """The language-model engine whose default instructions ``model_type``
+    reads: itself, or GGUF for a WD14 engine (which takes none)."""
+    return model_type if model_type in ("gguf", "hf") else "gguf"
+
+
 def _holder_label(holder: Optional[str]) -> str:
     if not holder:
         return ANOTHER_OPERATION
@@ -247,6 +259,10 @@ class AutotagRoutesMixin:
         async def preview_autotag_batch_route(request):
             return await self.preview_autotag_batch(request)
 
+        @routes.post("/prompt_manager/autotag/skipped-tags/preview")
+        async def preview_skipped_tags_route(request):
+            return await self.preview_skipped_tags(request)
+
         @routes.post("/prompt_manager/autotag/start")
         async def start_autotag_route(request):
             return await self.start_autotag(request)
@@ -284,7 +300,15 @@ class AutotagRoutesMixin:
                     "success": True,
                     "models": public_models(status, loaded_type),
                     # The saved tagging defaults (#328, System › Auto-tagging).
-                    "default_prompt": AutotagConfig.TEMPLATE,
+                    # The saved engine's default instructions (GGUF for a
+                    # WD14 engine); kept one release for cached pages (#431).
+                    "default_prompt": AutotagConfig.default_instructions_text(
+                        _instruction_engine(AutotagConfig.MODEL_TYPE)
+                    ),
+                    # #431: Built-in first, with every text, and each
+                    # language-model engine's default.
+                    "instructions": AutotagConfig.all_instructions(),
+                    "default_instructions": dict(AutotagConfig.DEFAULT_INSTRUCTIONS),
                     "model_loaded": loaded,
                     "loaded_model_type": loaded_type,
                     "wd14_general_threshold": AutotagConfig.GENERAL_THRESHOLD,
@@ -539,7 +563,10 @@ class AutotagRoutesMixin:
         else:
             prompt = params.get("prompt")
             template = prompt if isinstance(prompt, str) and prompt.strip() else None
-            options = {"instructions": template or AutotagConfig.TEMPLATE}
+            options = {
+                "instructions": template
+                or AutotagConfig.default_instructions_text(model_type)
+            }
         try:
             _model, options = validate_options(
                 model_type,
@@ -699,6 +726,86 @@ class AutotagRoutesMixin:
             return None, "existing must be one of " + ", ".join(EXISTING_POLICIES)
         return MODELS[model_type], None
 
+    async def preview_skipped_tags(self, request):
+        """Which known tags a Skipped tags list would hide (#431); no write.
+
+        ``{entries}`` is checked as a save checks it (the same 400 sentence).
+        The known tags are the library's plus the general and character names
+        of each downloaded WD14 label list; no model is loaded and no image is
+        opened. Refused (409 ``busy``) while an exclusive job runs.
+        """
+        from ..tagging_defaults import validate_skipped_tags
+
+        data, error = await self._batch_body(
+            request, ("entries",), SKIPPED_PREVIEW_BODY_MAX
+        )
+        if error is not None:
+            return error
+        try:
+            entries = validate_skipped_tags(data["entries"])
+        except ValueError as exc:
+            return web.json_response({"success": False, "error": str(exc)}, status=400)
+        try:
+            async with self._jobs.lease(SKIPPED_PREVIEW_LEASE):
+                result = await self._run_in_executor(self._skipped_preview, entries)
+        except JobBusy as busy:
+            return busy_response(busy)
+        except Exception:
+            self.logger.exception("The Skipped tags preview failed")
+            return web.json_response(
+                {"success": False, "error": _INTERNAL_ERROR}, status=500
+            )
+        return web.json_response({"success": True, **result})
+
+    def _skipped_preview(self, entries):
+        """Worker thread: the preview's counts over the known tags."""
+        from ..autotag import MODELS, get_autotag_service
+        from ..tagging_defaults import (
+            WD14_MODEL_TYPES,
+            SkipMatcher,
+            wd14_label_names,
+        )
+
+        library = self.db.get_all_tags()
+        known = {}  # case-folded -> (0 library / 1 label list, spelling)
+        for name in library:
+            known.setdefault(name.casefold(), (0, name))
+        lists = []
+        models_dir = getattr(get_autotag_service(), "models_dir", None)
+        for model_type in sorted(WD14_MODEL_TYPES, key=lambda t: MODELS[t]["name"]):
+            if models_dir is None:
+                break
+            path = Path(models_dir) / MODELS[model_type]["subdir"] / "selected_tags.csv"
+            try:
+                names = wd14_label_names(path)
+            except (OSError, ValueError) as exc:
+                if path not in _MISSING_LABEL_LISTS:  # logged once per list
+                    _MISSING_LABEL_LISTS.add(path)
+                    self.logger.debug(f"No WD14 label list for {model_type}: {exc}")
+                continue
+            _MISSING_LABEL_LISTS.discard(path)
+            lists.append(MODELS[model_type]["name"])
+            for name in names:
+                known.setdefault(name.casefold(), (1, name))
+        matchers = [(entry, SkipMatcher([entry])) for entry in entries]
+        whole = SkipMatcher(entries)
+        hidden = [item for item in known.values() if whole.matches(item[1])]
+        hidden.sort(key=lambda item: (item[0], item[1].casefold()))
+        per_entry = [
+            {
+                "entry": entry,
+                "count": sum(1 for _, name in hidden if matcher.matches(name)),
+            }
+            for entry, matcher in matchers
+        ]
+        return {
+            "count": len(hidden),
+            "sample": [name for _, name in hidden[:SKIPPED_PREVIEW_SAMPLE]],
+            "sample_limit": SKIPPED_PREVIEW_SAMPLE,
+            "per_entry": per_entry,
+            "sources": {"library": len(library), "wd14": lists},
+        }
+
     async def preview_autotag_batch(self, request):
         """Review Tag output images: counts, model, backup and disk; no write.
 
@@ -836,16 +943,6 @@ class AutotagRoutesMixin:
             return refusal.response
         return web.json_response({"success": True, "job": job.summary()}, status=202)
 
-    def _gated_runner(self, owner):
-        """Executor calls under the model gate *owner* holds (plain when None)."""
-        if owner is None:
-            return self._run_in_executor
-
-        async def run(func, *args, **kwargs):
-            return await model_gate.run(owner, func, *args, **kwargs)
-
-        return run
-
     def _resolve_allowed_image_path(self, raw_path: str) -> Optional[str]:
         """Return the real path when it is a media file inside an output directory."""
         if Path(str(raw_path)).suffix.lower() not in _MEDIA_EXTENSIONS:
@@ -1002,7 +1099,10 @@ class AutotagRoutesMixin:
         else:
             prompt = data.get("prompt")
             template = prompt if isinstance(prompt, str) and prompt.strip() else None
-            options = {"instructions": template or AutotagConfig.TEMPLATE}
+            options = {
+                "instructions": template
+                or AutotagConfig.default_instructions_text(model_type)
+            }
         use_gpu = data.get("use_gpu", True)
         options["use_gpu"] = use_gpu if isinstance(use_gpu, bool) else True
         return validate_options(
@@ -1096,6 +1196,8 @@ class AutotagRoutesMixin:
 
     async def _suggest_single(self, target, model_type, options, base):
         from ..autotag import MODELS, MissingBackendPackages, get_autotag_service
+        from ..config import AutotagConfig
+        from ..tagging_defaults import SkipMatcher
         from .annotation_suggest import model_refusal
         from .annotations import _pinned_suggestions, _settled, _submit
 
@@ -1112,6 +1214,8 @@ class AutotagRoutesMixin:
         owner = model_gate.new_owner("legacy-single")
         if not model_gate.try_acquire(owner):
             return model_busy_response()
+        # #431: the legacy review hides the Skipped tags too (19A).
+        skip = SkipMatcher(AutotagConfig.SKIPPED_TAGS)
         store = self._capture_store()
         try:
             epoch = await self._run_in_executor(self.db.get_execution_epoch)
@@ -1151,6 +1255,7 @@ class AutotagRoutesMixin:
                     capture,
                     model_type,
                     options,
+                    skip,
                     on_skipped=functools.partial(store.release_use, capture.token),
                 )
             except MissingBackendPackages as exc:
@@ -1306,7 +1411,8 @@ class AutotagRoutesMixin:
                     )
 
                 model_type = service.get_loaded_model_type()
-                service.unload_model()
+                # Off the loop; a dropped request keeps the gate until it ends.
+                await model_gate.run(owner, service.unload_model)
             finally:
                 model_gate.release(owner)
 

py/api/backup_restore.py

@@ -45,7 +45,6 @@ import os
 import sqlite3
 import tempfile
 from contextlib import closing
-from pathlib import Path
 
 from aiohttp import web
 
@@ -56,6 +55,7 @@ from .maintenance_plans import PlanExpired, PlanUsed
 from .restore_plans import RestorePlanStore
 
 try:
+    from ...database.sqlite_uri import readonly_uri
     from ...database import restore_stage
     from ...database.operations import PromptDatabase
     from ...database.safety_backup import (
@@ -66,6 +66,7 @@ try:
         safety_temp,
     )
 except ImportError:
+    from database.sqlite_uri import readonly_uri
     from database import restore_stage
     from database.operations import PromptDatabase
     from database.safety_backup import (
@@ -186,7 +187,7 @@ def snapshot_corruption(path):
         with open(path, "rb") as handle:
             if handle.read(len(SQLITE_HEADER)) != SQLITE_HEADER:
                 return "Not a SQLite database file"
-        uri = Path(os.path.abspath(path)).as_uri() + "?mode=ro"
+        uri = readonly_uri(path)
         with closing(sqlite3.connect(uri, uri=True)) as conn:
             row = conn.execute("PRAGMA integrity_check").fetchone()
     except (OSError, sqlite3.Error) as error:

py/api/duplicate_files.py

@@ -65,6 +65,7 @@ from .duplicate_review import (  # noqa: F401 (CHANGED, OUTSIDE_SOURCE: public)
     NOT_ATTEMPTED,
     OUTSIDE_SOURCE,
     RECORDS_FAILED,
+    REVIEW_KEPT_DETAILS,
     ROW_DETAILS,
     SAME_FILE,
     SOURCES_CHANGED,
@@ -434,6 +435,7 @@ class DuplicateFilesMixin:
             {
                 "targets": review["targets"],
                 "kept": review["kept"],
+                "held": review["held"],
                 "protected": review["public"]["protected"]["count"],
             },
         )
@@ -446,7 +448,7 @@ class DuplicateFilesMixin:
         job hashes each file again right before it unlinks it.
         """
         listed = self._listed_sources()
-        targets, kept, protected = [], [], {}
+        targets, kept, protected, held = [], [], {}, []
         for group, keepers in selection.values():
             removals = [r for r in group["files"] if r not in keepers]
             for record in removals:
@@ -467,6 +469,7 @@ class DuplicateFilesMixin:
                     problem = _bound_problem(record, group, keeper)
                 if problem:
                     protected[problem] = protected.get(problem, 0) + 1
+                    held.append(self._copy_row(record, REVIEW_KEPT_DETAILS[problem]))
                     continue
                 reviewed.append(self._target(group, record, keeper))
             if reviewed:
@@ -488,6 +491,7 @@ class DuplicateFilesMixin:
         return {
             "targets": targets,
             "kept": kept,
+            "held": held,
             "fingerprint": _fingerprint(targets),
             "public": _public_plan(targets, protected, records),
         }
@@ -584,6 +588,13 @@ class DuplicateFilesMixin:
 
     async def _remove_duplicates(self, job, db, plan, backup):
         targets = plan.payload["targets"]
+        # #586: every copy the review protected, with its reason, and the
+        # whole group in the report.
+        held = plan.payload["held"]
+        job.record_counted("kept", len(held), held, complete=True)
+        if held:
+            copies = _plural(len(held), "copy", "copies")
+            job.log_line(f"Kept {copies} the review protected")
         for row in plan.payload["kept"]:
             job.record("kept", row, f"= {row['root']}/{row['path']} · {KEPT_COPY}")
         job.update(total=len(targets), status_line="Removing duplicate files")

py/api/duplicate_review.py

@@ -70,6 +70,18 @@ PROTECTED_REASONS = {
         "files kept: their kept copy changed or is gone",
     ),
 }
+# The job's row for a copy the review protected (#586): the review's reason.
+REVIEW_KEPT_DETAILS = {
+    MAYBE_SAME: "Kept: may be the same file reached through another mount or share",
+    NO_FILE_ID: "Kept: can't confirm this is a separate file on this drive",
+    SAME: "Kept: the same file as its kept copy",
+    OUTSIDE_SOURCE: "Kept: not inside a configured source",
+    LINK: "Kept: a link, not a regular file",
+    CHANGED_CONTENT: "Kept: changed since the search",
+    GONE: "Kept: no longer exists",
+    UNREADABLE: "Kept: could not be read",
+    KEEPER: "Kept: its kept copy changed or is gone",
+}
 # Job outcome rows (never an OS error text).
 CHANGED = "The file changed since the review; it was kept."
 KEEPER_CHANGED = "The kept copy changed or is gone; this file was kept."

py/api/image_tag_jobs.py

@@ -39,6 +39,7 @@ from typing import NamedTuple
 from aiohttp import web
 
 from .. import model_gate
+from ..tagging_defaults import SkipMatcher
 from .admin import _plural, _time_left
 from .annotation_suggest import (
     OptionError,
@@ -170,6 +171,8 @@ class _Run:
     owner: object
     service: object = None
     roots: dict = field(default_factory=dict)
+    # The job's Skipped tags, compiled once at its start (#431).
+    skip: object = None
 
 
 @dataclass(frozen=True)
@@ -183,6 +186,9 @@ class _Spec:
     options: dict | None = None
     # A listing filter the start resolves into ``targets`` (#392).
     filter: dict | None = None
+    # The Skipped tags when the job was requested (#431); a later save does
+    # not change a running job.
+    skip: tuple = ()
 
     @property
     def title(self) -> str:
@@ -238,7 +244,11 @@ def _parse_auto(targets, data):
         )
     except OptionError as exc:
         return None, bad_request(str(exc))
-    return _Spec("auto", targets, model_type=model_type, options=options), None
+    skip = tuple(AutotagConfig.SKIPPED_TAGS)
+    return (
+        _Spec("auto", targets, model_type=model_type, options=options, skip=skip),
+        None,
+    )
 
 
 def parse_image_tag_request(data: dict):
@@ -329,6 +339,8 @@ class AutotagRun:
     keep_in_memory: bool
     backup_on: bool
     owner: object
+    # The Skipped tags when the job was started (#431).
+    skip: tuple = ()
 
 
 @dataclass(frozen=True)
@@ -400,6 +412,14 @@ def _load_model(service, model_type: str, use_gpu: bool) -> None:
         raise RuntimeError(f"{model_type} could not be loaded")
 
 
+def _skipped_tags_line(entries: tuple) -> str:
+    """The job log's one line about the Skipped tags it runs with (#431)."""
+    if not entries:
+        return "Skipped tags: none"
+    count = len(entries)
+    return f"Skipped tags: {count} {'entry' if count == 1 else 'entries'}"
+
+
 def _refusal(status: int, code: str, message: str) -> Refusal:
     response = web.json_response(
         {"success": False, "code": code, "error": message}, status=status
@@ -507,6 +527,7 @@ class ImageTagJobsMixin:
         released when the task ends, also before its runner ever starts.
         """
         from ..autotag import MODELS, get_autotag_service
+        from ..config import AutotagConfig
 
         backup_on = self._safety_backup_policy() == "on"
         status = await self._run_in_executor(get_autotag_service().get_models_status)
@@ -529,7 +550,13 @@ class ImageTagJobsMixin:
             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
+            model_type,
+            existing,
+            options,
+            keep_in_memory,
+            backup_on,
+            owner,
+            skip=tuple(AutotagConfig.SKIPPED_TAGS),
         )
         admitted = False
         try:
@@ -598,7 +625,9 @@ class ImageTagJobsMixin:
             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)
+        spec = _Spec(
+            "auto", (), model_type=run.model_type, options=run.options, skip=run.skip
+        )
         service = await self._prepare_tagging_model(job, spec, run.owner)
         if service is None:
             return "failed"
@@ -624,6 +653,7 @@ class ImageTagJobsMixin:
             f"Tagging started · {job.scope.get('label') or run.model_type} · "
             f"{_plural(total, 'image')} · {policy}"
         )
+        job.log_line(_skipped_tags_line(spec.skip))
         if job.cancelled:
             return _batch_cancelled(job)
         remaining = await self._autotag_prepass(job, targets, run.existing == "skip")
@@ -633,7 +663,9 @@ class ImageTagJobsMixin:
         spec = dataclasses.replace(
             spec, targets=tuple(item.target for item in remaining)
         )
-        loop_run = _Run(job, spec, epoch, run.owner, service)
+        loop_run = _Run(
+            job, spec, epoch, run.owner, service, skip=SkipMatcher(spec.skip)
+        )
         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}")
@@ -739,6 +771,9 @@ class ImageTagJobsMixin:
             started += f" · {spec.model_type}"
         job.log_line(started)
         run = _Run(job, spec, epoch, owner)
+        if spec.mode == "auto":
+            job.log_line(_skipped_tags_line(spec.skip))
+            run.skip = SkipMatcher(spec.skip)
         try:
             if spec.mode == "auto":
                 run.service = await self._prepare_tagging_model(job, spec, owner)
@@ -894,6 +929,7 @@ class ImageTagJobsMixin:
                 capture,
                 spec.model_type,
                 spec.options,
+                run.skip,
                 on_skipped=functools.partial(store.release_use, capture.token),
             )
         except Exception:

py/api/jobs.py

@@ -204,6 +204,8 @@ class Job:
         self.total = 0
         self.counters = dict.fromkeys(groups, 0)
         self.outcomes = {group: [] for group in groups}
+        # Groups whose report lists every row, beyond MAX_OUTCOME_ROWS (#550).
+        self.complete = {}
         self.log = []
         self._cancel_requested = False
         self.last_event = None
@@ -286,42 +288,48 @@ class Job:
         index = row.get("root_index")
         if isinstance(index, bool) or not isinstance(index, int) or index < 0:
             index = None
+        shaped = {
+            "path": path,
+            "root": str(row.get("root") or ""),
+            "root_index": index,
+            "detail": str(row.get("detail") or ""),
+        }
+        if group in self.complete:  # a group kept whole for the report (#586)
+            self.complete[group].append(dict(shaped))
         if len(rows) < MAX_OUTCOME_ROWS:
-            rows.append(
-                {
-                    "path": path,
-                    "root": str(row.get("root") or ""),
-                    "root_index": index,
-                    "detail": str(row.get("detail") or ""),
-                }
-            )
+            rows.append(shaped)
         self.log_line(log_line)
 
-    def record_counted(self, group, count, rows=()):
+    def record_counted(self, group, count, rows=(), *, complete=False):
         """Count ``count`` outcomes in ``group`` at once, listing ``rows``.
 
         For outcomes that need no log line each (a thumbnail job's already
         fresh previews): the counter is exact, ``rows`` (``record``'s row
         shape) are listed up to MAX_OUTCOME_ROWS, and nothing is logged.
+        ``complete`` also keeps every row for the report (#550: a record of
+        each change that must not be cut short; the caller bounds it).
         """
         if group not in self.counters:
             raise ValueError(f"Unknown outcome group {group!r} for {self.kind}")
         self.counters[group] += max(0, int(count))
         listed = self.outcomes[group]
+        kept = self.complete.setdefault(group, []) if complete else None
         for row in rows:
-            if len(listed) >= MAX_OUTCOME_ROWS:
+            if kept is None and len(listed) >= MAX_OUTCOME_ROWS:
                 break
             index = row.get("root_index")
             if isinstance(index, bool) or not isinstance(index, int) or index < 0:
                 index = None
-            listed.append(
-                {
-                    "path": _relative_path(row.get("path")),
-                    "root": str(row.get("root") or ""),
-                    "root_index": index,
-                    "detail": str(row.get("detail") or ""),
-                }
-            )
+            shaped = {
+                "path": _relative_path(row.get("path")),
+                "root": str(row.get("root") or ""),
+                "root_index": index,
+                "detail": str(row.get("detail") or ""),
+            }
+            if kept is not None:
+                kept.append(shaped)
+            if len(listed) < MAX_OUTCOME_ROWS:
+                listed.append(dict(shaped))
 
     def finish(self, state="finished"):
         """End the job in ``state`` and release every subscriber.
@@ -406,8 +414,9 @@ class Job:
         """The downloadable report: the summary, every outcome group and the log.
 
         Each group carries its exact count, its listed rows (at most
-        MAX_OUTCOME_ROWS) and whether the list is cut short. Rows and log lines
-        already hold root-relative paths only.
+        MAX_OUTCOME_ROWS, or every row of a ``complete`` group) and whether
+        the list is cut short. Rows and log lines already hold root-relative
+        paths only.
         """
         summary = self.summary()
         summary.pop("listed", None)
@@ -417,16 +426,21 @@ class Job:
             "generated_at": self._clock(),
             "job": summary,
             "outcomes": {
-                group: {
-                    "count": self.counters.get(group, len(rows)),
-                    "rows": [dict(row) for row in rows],
-                    "truncated": self.counters.get(group, len(rows)) > len(rows),
-                }
+                group: self._report_group(group, rows)
                 for group, rows in self.outcomes.items()
             },
             "log": list(self.log),
         }
 
+    def _report_group(self, group, listed):
+        rows = self.complete.get(group, listed)
+        count = self.counters.get(group, len(rows))
+        return {
+            "count": count,
+            "rows": [dict(row) for row in rows],
+            "truncated": count > len(rows),
+        }
+
     def report_filename(self):
         """The download name: prompt-manager-KIND-YYYYMMDD-HHMM.json (local time)."""
         stamp = time.strftime("%Y%m%d-%H%M", time.localtime(self._clock()))

py/api/library.py

@@ -377,7 +377,9 @@ class LibraryRoutesMixin:
                     [parent["id"] for parent in result["items"]]
                 )
                 result["next_cursor"] = _encode(
-                    result.pop("next_key"), scope, name=options["sort"] == "name"
+                    result.pop("next_key"),
+                    scope,
+                    name=options["sort"] in ("name", "name-desc"),
                 )
             return result, records
 

py/api/log_cleanup.py

@@ -68,6 +68,23 @@ def _count(count, singular, plural):
     return f"{count} {singular if count == 1 else plural}"
 
 
+# Each kept entry's row in the job (#586), in the review's "Kept: ..." words.
+KEPT_DETAILS = {
+    "active": "Kept: the active log",
+    "link": "Kept: a link",
+    "other": "Kept: another file",
+}
+
+
+def _kept_files(rows):
+    """``{name, kind}`` of each entry the cleanup keeps, in folder order."""
+    return [
+        {"name": row["name"], "kind": row["kind"]}
+        for row in rows
+        if row["kind"] in KEPT_DETAILS
+    ]
+
+
 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")
@@ -129,7 +146,7 @@ class LogCleanupMixin:
             token = store.issue(
                 ROTATED_LOGS,
                 json.dumps(files, sort_keys=True),
-                {"files": files, "protected": protected},
+                {"files": files, "protected": protected, "kept": _kept_files(rows)},
                 (),
             )
         except ScopeTooLarge:
@@ -198,7 +215,11 @@ class LogCleanupMixin:
             job.record(
                 "errors", {"path": name, "detail": detail}, f"! {name} · {detail}"
             )
-        job.record_counted("protected", plan.payload["protected"])
+        kept = [
+            {"path": row["name"], "detail": KEPT_DETAILS[row["kind"]]}
+            for row in plan.payload["kept"]
+        ]
+        job.record_counted("protected", len(kept), kept, complete=True)
         removed, failed = len(result["removed"]), len(result["failed"])
         line = f"Deleted {_count(removed, 'rotated log copy', 'rotated log copies')}"
         if failed:

py/api/maintenance.py

@@ -1,8 +1,9 @@
 """Maintenance routes: reviewed, read-only plans (#249 System S6).
 
 ``POST /prompt_manager/maintenance/preview {operation, options:{}}`` reviews
-one operation (``duplicate_prompts``, ``optimize``, ``unused_components`` or
-``missing_links``; ``database/maintenance.py``; ``duplicate_files``,
+one operation (``duplicate_prompts``, ``optimize``, ``unused_components``,
+``missing_links`` or ``pair_metadata``, #550; ``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,
@@ -97,7 +98,11 @@ MAINTENANCE_TITLES = {
     "unused_components": "Unused prompt components",
     "missing_links": "Missing-file links",
     "workflow_storage": "Store each workflow once",
+    # #550, beyond the concept: fills old Pair prompts' empty category and tags.
+    "pair_metadata": "Pair category and tags",
 }
+# Operations whose job keeps every changed row for its report (#550).
+COMPLETE_RECORD = frozenset({"pair_metadata"})
 _OPERATION_ERROR = "operation must be one of: " + ", ".join(PREVIEW_OPERATIONS)
 MAINTENANCE_GROUPS = ("changed", "protected", "errors")
 MAX_TOKEN_LENGTH = 128
@@ -281,9 +286,27 @@ def short_space_message(short):
     )
 
 
-def _changed_line(operation, count, marks=0):
+def _pair_metadata_line(result):
+    count = result["changed"]
+    noun = (
+        "prompt from its saved pairs"
+        if count == 1
+        else "prompts from their saved pairs"
+    )
+    categories = result.get("categories", 0)
+    tag_sets = result.get("tag_sets", 0)
+    return (
+        f"Filled {count:,} {noun} "
+        f"({categories:,} {'category' if categories == 1 else 'categories'}, "
+        f"{tag_sets:,} {'tag set' if tag_sets == 1 else 'tag sets'})"
+    )
+
+
+def _changed_line(operation, count, marks=0, result=None):
     if operation == "optimize":
         return "Optimized the database"
+    if operation == "pair_metadata":
+        return _pair_metadata_line(result or {"changed": count})
     if operation == "duplicate_prompts":
         noun = "duplicate prompt" if count == 1 else "duplicate prompts"
         return f"Merged {count:,} {noun}"
@@ -668,13 +691,67 @@ class MaintenanceRoutesMixin:
         rows = await self._run_in_executor(
             self._maintenance_rows, plan.operation, result["rows"]
         )
-        job.record_counted("changed", result["changed"], rows)
-        job.record_counted("protected", payload["protected"])
-        line = _changed_line(plan.operation, result["changed"], result.get("marks", 0))
+        job.record_counted(
+            "changed",
+            result["changed"],
+            rows,
+            complete=plan.operation in COMPLETE_RECORD,
+        )
+        kept = await self._run_in_executor(self._kept_rows, db, plan, result)
+        if kept is None:
+            job.record_counted("protected", payload["protected"])  # none kept
+        else:
+            # #550, #586: each kept record with its reason, like the changed
+            # ones, and every one of them in the report.
+            job.record_counted("protected", len(kept), kept, complete=True)
+        line = _changed_line(
+            plan.operation, result["changed"], result.get("marks", 0), result
+        )
         job.log_line(line)
         job.update(progress=100, status_line=f"{line} · {backup_note(backup)}")
         return None
 
+    def _kept_rows(self, db, plan, result):
+        """Outcome rows for the records the apply kept (blocking), or None.
+
+        Prompts are records (no path); a missing-links plan's kept links
+        name their file, relative to its output root, so Activity can open
+        and locate it (#586); one under a source that is gone keeps its path
+        under that source's label. None for an operation that keeps nothing
+        (Optimize).
+        """
+        if plan.operation == "missing_links":
+            roots = _scan_roots(self._get_all_output_dirs())
+            judged = plan.payload["roots"]
+            rows = []
+            for item in db.kept_links(judged):
+                path, label, index = _scan_location(item["image_path"], roots)
+                if index is None and item["owner"] is not None:
+                    # A source that is gone is not listed: name the file
+                    # under it, with no listing index to open it by.
+                    source = judged[item["owner"]]
+                    where = [(os.path.abspath(source), self._public_path(source), None)]
+                    path, label, index = _scan_location(item["image_path"], where)
+                rows.append(
+                    {
+                        "path": path,
+                        "root": label,
+                        "root_index": index,
+                        "detail": f"Kept: {item['reason']}",
+                    }
+                )
+            return rows
+        if "kept" not in result:
+            return None
+        return [
+            {
+                "path": "",
+                "detail": f"Prompt {item['prompt_id']}: kept, "
+                + "; ".join(item["reasons"]),
+            }
+            for item in result["kept"]
+        ]
+
     def _maintenance_rows(self, operation, described):
         """Outcome rows for the changed records (root-relative paths only)."""
         if operation == "missing_links":
@@ -691,6 +768,8 @@ class MaintenanceRoutesMixin:
                     }
                 )
             return rows
+        if operation == "pair_metadata":
+            return [{"path": "", "detail": _filled_detail(item)} for item in described]
         if operation == "duplicate_prompts":
             return [
                 {
@@ -708,6 +787,16 @@ class MaintenanceRoutesMixin:
         ]
 
 
+def _filled_detail(item):
+    """``Prompt 12: category “portrait”; tags a, b``: one filled prompt (#550)."""
+    parts = []
+    if "category" in item:
+        parts.append(f"category “{item['category']}”")
+    if item.get("tags"):
+        parts.append("tags " + ", ".join(item["tags"]))
+    return f"Prompt {item['prompt_id']}: " + "; ".join(parts)
+
+
 def backup_note(backup):
     """The status line's backup part: the file name, or that there is none."""
     return f"Safety backup {backup}" if backup else NO_BACKUP

py/api/preview_store.py

@@ -69,6 +69,8 @@ _state_lock = threading.Lock()
 _parsed = preview_location.ParsedLocation()
 _available = True
 _problem = None
+# The newest check whose answer was published.
+_published_order = 0
 _keys = {}
 _key_cache = {}
 _clock = time.monotonic
@@ -167,10 +169,13 @@ def refresh():
     if parsed.mode != FOLDER_MODE or parsed.problem is not None:
         return parsed.mode == SOURCE_MODE
     try:
-        available, problem, marker = _probe.check(parsed.path, parsed.id)
+        (available, problem, marker), order = _probe.ordered_check(
+            parsed.path, parsed.id
+        )
     except (OSError, TimeoutError, RuntimeError):
         available, problem, marker = False, "unreachable", None
-    _set_state(parsed, available, problem, marker)
+        order = _probe.latest_order()
+    _set_state(parsed, available, problem, marker, order)
     return available
 
 
@@ -207,11 +212,16 @@ def mark_invalid():
         _available, _problem = False, "invalid"
 
 
-def _set_state(parsed, available, problem, marker):
-    global _available, _problem
+def _set_state(parsed, available, problem, marker, order):
+    """Publish a check's answer, unless a check that started later already
+    published (two callers can finish out of order, #611)."""
+    global _available, _problem, _published_order
     with _state_lock:
         if _parsed is not parsed:
             return  # the setting changed meanwhile
+        if order < _published_order:
+            return
+        _published_order = order
         _available, _problem = available, problem
         keys = dict((marker or {}).get("keys") or {})
         if keys != _keys:
@@ -261,14 +271,25 @@ class _Probe:
         self._stop = threading.Event()
         self._thread = None
         self._checking = None
+        self._order = 0
 
     def check(self, path, expected_id):
-        """``folder_state`` within IO_BUDGET; raises TimeoutError.
+        """``folder_state`` within IO_BUDGET; see :meth:`ordered_check`."""
+        return self.ordered_check(path, expected_id)[0]
 
-        The answer comes from a check that started after this call: one
-        already running may have looked before what the caller just did, so
-        it is waited for (never run twice at once; a stuck one times out here)
-        and followed by a new one."""
+    def latest_order(self):
+        """The order number of the check started last."""
+        with self._lock:
+            return self._order
+
+    def ordered_check(self, path, expected_id):
+        """``(folder_state, order)`` within IO_BUDGET; raises TimeoutError.
+
+        ``order`` grows with each check started, so answers can be published
+        in the order they looked. The answer comes from a check that started
+        after this call: one already running may have looked before what the
+        caller just did, so it is waited for (never run twice at once; a stuck
+        one times out here) and followed by a new one."""
         key = (path, expected_id)
         with self._lock:
             earlier = self._running(key)
@@ -284,7 +305,7 @@ class _Probe:
                 self._checking = None
         if "error" in pending[2]:
             raise pending[2]["error"]
-        return pending[2]["value"]
+        return pending[2]["value"], pending[2]["order"]
 
     def _running(self, key):
         """The check of *key* still running (lock held), else None."""
@@ -300,7 +321,8 @@ class _Probe:
 
     def _start_check(self, path, expected_id):
         """Start one check on its own thread (lock held)."""
-        result = {}
+        self._order += 1
+        result = {"order": self._order}
         done = threading.Event()
 
         def run():

py/api/prompts.py

@@ -727,7 +727,15 @@ class PromptRoutesMixin:
     async def save_prompt(self, request):
         """Save a new prompt with metadata and duplicate detection."""
         try:
-            data = await request.json()
+            data, error = await self._read_json_body(request)
+            if error is not None:
+                return error
+            for field in ("text", "category", "notes"):
+                if data.get(field) is not None and not isinstance(data[field], str):
+                    return web.json_response(
+                        {"success": False, "error": f"{field} must be text"},
+                        status=400,
+                    )
 
             text = (data.get("text") or "").strip()
             if not text:

py/api/settings_routes.py

@@ -55,9 +55,25 @@ _SETTINGS_FILE_KEYS = {
     "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"),
+    "AUTOTAG_SKIPPED_TAGS": ("autotag", "defaults", "skipped_tags"),
+    # #431: the saved instructions and each engine's default, always written
+    # together (server-side pairing).
+    "AUTOTAG_INSTRUCTIONS": ("autotag", "defaults", "instructions"),
+    "AUTOTAG_DEFAULT_INSTRUCTIONS": ("autotag", "defaults", "default_instructions"),
 }
+# The old single template: written only as the GGUF default's mirror for a
+# downgrade (#431 B1.1), deleted when that default is Built-in.
+_TEMPLATE_MIRROR_KEY = ("autotag", "defaults", "template")
+TEMPLATE_REPLACED_ERROR = (
+    "LLM tag template was replaced by Saved instructions. Reload the page."
+)
+# Whole-list settings (#431): a save without ``expected_revision`` would merge
+# a stale copy over a list changed elsewhere, so it is refused.
+_REVISION_REQUIRED = frozenset(
+    {"autotag_skipped_tags", "autotag_instructions", "autotag_default_instructions"}
+)
+REVISION_REQUIRED_ERROR = "Reload the page and try again."
 # 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.
@@ -138,13 +154,20 @@ def _settings_mutation(updates, new_roots):
     """The config commit for a settings save: only the submitted keys change.
 
     Every other section and key (integrations and the CivitAI key, database,
-    unknown sections) is kept as it is on disk.
+    unknown sections) is kept as it is on disk. A save of the instructions
+    also writes the old ``template`` key as the GGUF default's mirror.
     """
 
     def mutate(config):
         for name, value in updates.items():
             *sections, key = _SETTINGS_FILE_KEYS[name]
-            _set_nested(config, sections, key, value)
+            _set_nested(config, sections, key, _jsonable(value))
+        if "AUTOTAG_INSTRUCTIONS" in updates:
+            *sections, key = _TEMPLATE_MIRROR_KEY
+            mirror = _mirror_text(
+                updates["AUTOTAG_INSTRUCTIONS"], updates["AUTOTAG_DEFAULT_INSTRUCTIONS"]
+            )
+            _set_nested(config, sections, key, _DELETE if mirror is None else mirror)
         if new_roots is not None:
             gallery = _section(config, "gallery")
             monitoring = _section(gallery, "monitoring")
@@ -156,10 +179,37 @@ def _settings_mutation(updates, new_roots):
     return mutate
 
 
+# ``_set_nested``'s value that removes the key instead of setting it.
+_DELETE = object()
+
+
+def _jsonable(value):
+    """A runtime value as config.json holds it (tuples become lists)."""
+    if isinstance(value, (list, tuple)):
+        return [_jsonable(item) for item in value]
+    if isinstance(value, dict):
+        return {key: _jsonable(item) for key, item in value.items()}
+    return value
+
+
+def _mirror_text(entries, defaults):
+    """The GGUF default's text, or None when it is Built-in (#431 B1.1)."""
+    from ..tagging_defaults import BUILTIN_INSTRUCTIONS_ID
+
+    for item in entries:
+        if item["id"] == defaults["gguf"] != BUILTIN_INSTRUCTIONS_ID:
+            return item["text"]
+    return None
+
+
 def _set_nested(config, sections, key, value):
-    """``config[s1][s2]...[key] = value``, each section a fresh dict."""
+    """``config[s1][s2]...[key] = value``, each section a fresh dict;
+    ``_DELETE`` removes the key."""
     if not sections:
-        config[key] = value
+        if value is _DELETE:
+            config.pop(key, None)
+        else:
+            config[key] = value
         return
     merged = _section(config, sections[0])
     _set_nested(merged, sections[1:], key, value)
@@ -177,7 +227,7 @@ def _validate_autotag_settings(data):
         MAX_SUGGESTION_LIMIT,
         MODEL_TYPES,
         validate_saved_threshold,
-        validate_template,
+        validate_skipped_tags,
     )
 
     updates = {}
@@ -206,12 +256,7 @@ def _validate_autotag_settings(data):
                 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
+        raise ValueError(TEMPLATE_REPLACED_ERROR)
     if "autotag_suggestion_limit" in data:
         value = data["autotag_suggestion_limit"]
         if type(value) is not int or not 1 <= value <= MAX_SUGGESTION_LIMIT:
@@ -220,9 +265,41 @@ def _validate_autotag_settings(data):
                 f"{MAX_SUGGESTION_LIMIT}."
             )
         updates["AUTOTAG_SUGGESTION_LIMIT"] = value
+    if "autotag_skipped_tags" in data:
+        updates["AUTOTAG_SKIPPED_TAGS"] = tuple(
+            validate_skipped_tags(data["autotag_skipped_tags"])
+        )
+    updates.update(_validate_instruction_settings(data))
     return updates
 
 
+def _validate_instruction_settings(data):
+    """Server-side pairing (#431): a save that carries either instruction key
+    gets the other from the running configuration (which holds the migrated
+    list), the defaults are checked against the merged list, and both are
+    written. Empty when the save carries neither."""
+    from ..config import AutotagConfig
+    from ..tagging_defaults import (
+        validate_default_instructions,
+        validate_instructions,
+    )
+
+    if not {"autotag_instructions", "autotag_default_instructions"} & set(data):
+        return {}
+    if "autotag_instructions" in data:
+        entries = validate_instructions(data["autotag_instructions"])
+    else:
+        entries = [dict(item) for item in AutotagConfig.INSTRUCTIONS]
+    defaults = data.get(
+        "autotag_default_instructions", dict(AutotagConfig.DEFAULT_INSTRUCTIONS)
+    )
+    defaults = validate_default_instructions(defaults, entries)
+    return {
+        "AUTOTAG_INSTRUCTIONS": tuple(entries),
+        "AUTOTAG_DEFAULT_INSTRUCTIONS": defaults,
+    }
+
+
 async def _read_json(request):
     """Parse a JSON object body through the package's capped reader."""
     from . import _read_json_body
@@ -250,6 +327,7 @@ class SettingsRoutesMixin:
         """Get current settings."""
         try:
             from ..config import AutotagConfig, PromptManagerConfig, GalleryConfig
+            from ..tagging_defaults import DEFAULT_TAG_TEMPLATE
 
             root_paths = [
                 self._public_path(d) for d in GalleryConfig.MONITORING_DIRECTORIES
@@ -288,8 +366,21 @@ class SettingsRoutesMixin:
                         "autotag_character_threshold": (
                             AutotagConfig.CHARACTER_THRESHOLD
                         ),
-                        "autotag_template": AutotagConfig.TEMPLATE,
+                        # Read-only for one release (#431): a page cached
+                        # from before the upgrade still renders.
+                        "autotag_template": AutotagConfig.default_instructions_text(
+                            "gguf"
+                        ),
+                        "autotag_instructions": [
+                            dict(item) for item in AutotagConfig.INSTRUCTIONS
+                        ],
+                        "autotag_default_instructions": dict(
+                            AutotagConfig.DEFAULT_INSTRUCTIONS
+                        ),
+                        # Built-in's text, which System shows read-only.
+                        "autotag_builtin_instructions": DEFAULT_TAG_TEMPLATE,
                         "autotag_suggestion_limit": AutotagConfig.SUGGESTION_LIMIT,
+                        "autotag_skipped_tags": list(AutotagConfig.SKIPPED_TAGS),
                         "cpu_count": PromptManagerConfig.max_worker_threads(),
                         "gallery_root_paths": root_paths,
                         "gallery_root_path": root_paths[0] if root_paths else "",
@@ -393,6 +484,10 @@ class SettingsRoutesMixin:
                     {"success": False, "error": "expected_revision must be a string"},
                     status=400,
                 )
+            if expected_revision is None and _REVISION_REQUIRED & set(data):
+                return web.json_response(
+                    {"success": False, "error": REVISION_REQUIRED_ERROR}, status=400
+                )
             try:
                 updates = self._validate_settings(data)
             except ValueError as ve:
@@ -522,6 +617,12 @@ class SettingsRoutesMixin:
             if name in _AUTOTAG_SETTINGS:
                 setattr(AutotagConfig, name[len(_AUTOTAG_PREFIX) :], value)
                 continue
+        if "AUTOTAG_INSTRUCTIONS" in updates:
+            # What config.json now holds as the old key (the mirror).
+            AutotagConfig._LEGACY_TEMPLATE = AutotagConfig.mirror_template()
+        for name, value in updates.items():
+            if name in _AUTOTAG_SETTINGS:
+                continue
             owner = GalleryConfig if name in _GALLERY_SETTINGS else PromptManagerConfig
             setattr(owner, name, value)
         restart_fields = []

py/api/thumbnail_auto.py

@@ -632,10 +632,6 @@ class AutoThumbnailer:
         """True once the worker has nothing queued or in hand."""
         return self._wait_for(lambda: not self._busy, timeout)
 
-    def wait_batch(self, size, timeout=None):
-        """True once the worker holds a batch of *size* files."""
-        return self._wait_for(lambda: self._batch == size, timeout)
-
 
 class _PreviewGate:
     """Admission of view requests on the event loop (#249 I2).
@@ -967,15 +963,6 @@ class AutoThumbnailMixin:
             return "queued"
         return "skipped"
 
-    def _capture_target(self, image_path):
-        """``(src, dst, is_video)`` of a new output's preview now, or None."""
-        located = self._capture_source(image_path)
-        if located is None:
-            return None
-        src, root, rel, is_video = located
-        dst = DeferredPreview(root, rel).resolve()
-        return None if dst is None else (src, dst, is_video)
-
     def _capture_source(self, image_path):
         """``(src, root, rel, is_video)`` of a media file under a current
         root (not a preview, a link or in a trash folder), or None."""

py/api/thumbnail_jobs.py

@@ -90,7 +90,7 @@ class ThumbnailOptions:
         }
 
 
-def thumbnail_options(raw, *, from_query=False):
+def thumbnail_options(raw):
     """``(ThumbnailOptions, None)`` from a body or query, or ``(None, message)``.
 
     An absent mode is ``missing``; the settings are the server's now.
@@ -136,7 +136,7 @@ class ThumbnailJobsMixin:
         ``mode=prune`` lists the removed sources' thumbnails (#320)."""
         if request.query.get("mode") == "prune":
             return await self.get_prune_plan()
-        options, error = thumbnail_options(request.query, from_query=True)
+        options, error = thumbnail_options(request.query)
         if error:
             return _invalid(error)
         try:

py/api/workflow_storage.py

@@ -59,6 +59,9 @@ REWRITE_FAILED = (
 )
 RECLAIM_FAILED = "Reclaim space failed; the database is unchanged."
 ROW_KEPT = "could not be rewritten; it keeps its inline text and reads as before"
+# A protected value's row (#586), in the review's "not text; kept as is".
+VALUE_KEPT = "stored value not text; kept as is"
+KEPT_COLUMNS = {"workflow_data": "workflow", "prompt_metadata": "prompt graph"}
 
 
 NOTHING_LEFT = "Every image record already stores its workflow once"
@@ -177,7 +180,19 @@ class WorkflowStorageRoutesMixin:
             protected += batch["protected"]
             errors += len(batch["errors"])
             job.record_counted("changed", batch["rows"])
-            job.record_counted("protected", batch["protected"])
+            job.record_counted(
+                "protected",
+                batch["protected"],
+                [
+                    {
+                        "path": "",
+                        "detail": f"Image record {image_id}: "
+                        f"{KEPT_COLUMNS.get(column, column)}, {VALUE_KEPT}",
+                    }
+                    for image_id, column in batch["kept"]
+                ],
+                complete=True,
+            )
             for image_id in batch["errors"]:
                 job.record(
                     "errors",

py/autotag.py

@@ -30,9 +30,9 @@ except ImportError:
 # 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
+    from .tagging_defaults import DEFAULT_TAG_TEMPLATE, read_wd14_label_rows
 except ImportError:
-    from py.tagging_defaults import DEFAULT_TAG_TEMPLATE
+    from py.tagging_defaults import DEFAULT_TAG_TEMPLATE, read_wd14_label_rows
 
 try:
     from ..utils import exit_signal
@@ -559,7 +559,6 @@ class AutoTagService:
         # A missing onnxruntime is refused by load_model before this runs
         # (#424); a ModuleNotFoundError here becomes the same refusal.
         import onnxruntime as ort
-        import csv
 
         config = MODELS[model_type]
         model_dir = self.models_dir / config["subdir"]
@@ -576,12 +575,8 @@ class AutoTagService:
 
         session = ort.InferenceSession(str(model_path), providers=providers)
 
-        # Read tag list from CSV
-        tags_list = []
-        with open(tags_path, "r", encoding="utf-8") as f:
-            reader = csv.DictReader(f)
-            for row in reader:
-                tags_list.append(row)
+        # Read tag list from CSV (the reader the Skipped tags preview shares)
+        tags_list = read_wd14_label_rows(tags_path)
 
         self.logger.info(
             f"WD14 model loaded ({len(tags_list)} tags, "
@@ -992,6 +987,7 @@ class AutoTagService:
         prompt: Optional[str] = None,
         general_threshold: Optional[float] = None,
         character_threshold: Optional[float] = None,
+        skip: Any = None,
     ) -> List[Tuple[str, Optional[float]]]:
         """The top ``limit`` suggestions as ``(name, confidence)`` pairs.
 
@@ -1000,7 +996,9 @@ class AutoTagService:
         ``None``. Names are distinct case-insensitively (first one wins).
         A name Save would reject (over 50 characters, a control character
         such as a newline, a comma) is skipped before the dedupe and the
-        ``limit`` count. ``prompt`` is used for this call only;
+        ``limit`` count. A name ``skip`` matches (a ``SkipMatcher``, the
+        Skipped tags compiled for this request or job, #431) is dropped next,
+        so it uses up no slot. ``prompt`` is used for this call only;
         ``custom_prompt`` is never changed.
         """
         if type(limit) is not int or not 1 <= limit <= MAX_SUGGESTION_LIMIT:
@@ -1017,6 +1015,8 @@ class AutoTagService:
                 name = validate_vocabulary_tag_name(raw)
             except ValueError:
                 continue
+            if skip is not None and skip.matches(name):
+                continue
             key = name.casefold()
             if key in seen:
                 continue

py/config.py

@@ -30,6 +30,7 @@ routes = server_instance.routes
 # Extension info
 extension_uri = None  # Will be set in __init__.py
 
+import hashlib  # noqa: E402
 import os  # noqa: E402
 from typing import Any, Dict, List, Optional, Tuple  # noqa: E402
 
@@ -77,27 +78,6 @@ def _canonical_path(path: str) -> str:
     return os.path.normcase(os.path.realpath(path))
 
 
-def write_private_json(path: str, data: Any) -> None:
-    """Write ``data`` as JSON to ``path`` readable by the current user only.
-
-    config.json can hold an API key (integrations.lora_manager), so it is
-    created with mode 0600 and, on POSIX, an existing more open file is
-    tightened too. Windows has no POSIX modes; there the chmod is a best
-    effort that only affects the read-only bit. Parent directories are
-    created as needed. Raises OSError when the file cannot be written.
-    """
-    import json
-
-    parent_dir = os.path.dirname(path)
-    if parent_dir:
-        os.makedirs(parent_dir, exist_ok=True)
-    fd = os.open(path, os.O_WRONLY | os.O_CREAT | os.O_TRUNC, 0o600)
-    with os.fdopen(fd, "w", encoding="utf-8") as f:
-        json.dump(data, f, indent=2)
-    if os.name == "posix":
-        os.chmod(path, 0o600)
-
-
 def _lexical_path(path: str) -> str:
     """``path`` normalised for comparison without touching the filesystem.
 
@@ -587,8 +567,15 @@ try:
         MODEL_TYPES,
         WD14_MODEL_TYPES,
         validate_saved_threshold,
+        validate_skipped_tags,
         validate_template,
         validate_threshold,
+        BUILTIN_INSTRUCTIONS_ID,
+        INSTRUCTION_ENGINES,
+        MAX_SAVED_INSTRUCTIONS,
+        builtin_instructions,
+        validate_default_instructions,
+        validate_instructions,
     )
 except ImportError:
     from py.tagging_defaults import (  # noqa: F401 - re-exported
@@ -600,8 +587,15 @@ except ImportError:
         MODEL_TYPES,
         WD14_MODEL_TYPES,
         validate_saved_threshold,
+        validate_skipped_tags,
         validate_template,
         validate_threshold,
+        BUILTIN_INSTRUCTIONS_ID,
+        INSTRUCTION_ENGINES,
+        MAX_SAVED_INSTRUCTIONS,
+        builtin_instructions,
+        validate_default_instructions,
+        validate_instructions,
     )
 
 
@@ -617,6 +611,31 @@ def _valid_existing(value: Any) -> str:
     return value
 
 
+def _valid_skipped_tags(value: Any) -> Tuple[str, ...]:
+    return tuple(validate_skipped_tags(value))
+
+
+def _reason(error: ValueError) -> str:
+    """A settings sentence as a load warning's reason ("entry 2 is empty")."""
+    text = str(error).rstrip(".")
+    for prefix in ("Skipped tags", "Saved instructions"):
+        if text.startswith(prefix):
+            return text.removeprefix(prefix).lstrip(": ")
+    return text
+
+
+def _text_id(text: str) -> str:
+    """A migrated entry's id: deterministic, so every load gives the same."""
+    return hashlib.sha256(text.encode("utf-8")).hexdigest()[:12]
+
+
+def _fallback_warning(key: str, error: ValueError, default: Any) -> str:
+    """The one load warning of a saved tagging default that fails its check."""
+    if key == "skipped_tags":
+        return f"autotag.defaults.skipped_tags {_reason(error)}; using no skipped tags"
+    return f"autotag.defaults.{key} {error}; using {default!r}"
+
+
 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}")
@@ -637,8 +656,18 @@ class AutotagConfig:
     EXISTING = "skip"
     GENERAL_THRESHOLD = 0.35
     CHARACTER_THRESHOLD = 0.85
-    TEMPLATE = DEFAULT_TAG_TEMPLATE
     SUGGESTION_LIMIT = DEFAULT_SUGGESTION_LIMIT
+    SKIPPED_TAGS: Tuple[str, ...] = ()
+    # #431: the saved instructions (Built-in is never stored) and the default
+    # of each language-model engine, by id.
+    INSTRUCTIONS: Tuple[Dict[str, str], ...] = ()
+    DEFAULT_INSTRUCTIONS: Dict[str, str] = {
+        "gguf": BUILTIN_INSTRUCTIONS_ID,
+        "hf": BUILTIN_INSTRUCTIONS_ID,
+    }
+    # The old single template as read at load (None when absent or invalid);
+    # only the migration reads it. Saves keep it as the GGUF default's mirror.
+    _LEGACY_TEMPLATE: Optional[str] = None
 
     # config.json key -> (attribute, validator, default)
     _KEYS = {
@@ -654,35 +683,155 @@ class AutotagConfig:
             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,
         ),
+        # #431: words whose suggested tags are never offered.
+        "skipped_tags": ("SKIPPED_TAGS", _valid_skipped_tags, ()),
     }
 
     @classmethod
     def suggestion_limit(cls) -> int:
         return cls.SUGGESTION_LIMIT
 
-    @staticmethod
-    def valid_suggestion_limit(value: Any) -> bool:
-        return (
-            type(value) is int and 1 <= value <= MAX_SUGGESTION_LIMIT
-        )  # bool, float and str are rejected
+    @classmethod
+    def all_instructions(cls) -> List[Dict[str, str]]:
+        """Built-in first, then the saved entries (copies)."""
+        return [builtin_instructions()] + [dict(item) for item in cls.INSTRUCTIONS]
+
+    @classmethod
+    def default_instructions_text(cls, engine: str) -> str:
+        """The text of ``engine``'s (``gguf`` or ``hf``) default instructions."""
+        if engine not in INSTRUCTION_ENGINES:
+            raise ValueError(f"{engine} takes no instructions")
+        wanted = cls.DEFAULT_INSTRUCTIONS.get(engine, BUILTIN_INSTRUCTIONS_ID)
+        for item in cls.INSTRUCTIONS:
+            if item["id"] == wanted:
+                return item["text"]
+        return DEFAULT_TAG_TEMPLATE
+
+    @classmethod
+    def mirror_template(cls) -> Optional[str]:
+        """What an older build reads as its one template (#431 B1.1): the
+        GGUF default's text, or None (no key) when that default is Built-in."""
+        if cls.DEFAULT_INSTRUCTIONS.get("gguf") == BUILTIN_INSTRUCTIONS_ID:
+            return None
+        return cls.default_instructions_text("gguf")
 
     @classmethod
     def get_config(cls) -> Dict[str, Any]:
-        """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."""
+        """The saved defaults; ``template`` only as the GGUF default's mirror."""
         defaults = {
             key: getattr(cls, attr) for key, (attr, _v, _d) in cls._KEYS.items()
         }
-        if defaults["template"] == DEFAULT_TAG_TEMPLATE:
-            del defaults["template"]
+        defaults["skipped_tags"] = list(defaults["skipped_tags"])
+        defaults["instructions"] = [dict(item) for item in cls.INSTRUCTIONS]
+        defaults["default_instructions"] = dict(cls.DEFAULT_INSTRUCTIONS)
+        mirror = cls.mirror_template()
+        if mirror is not None:
+            defaults["template"] = mirror
         return {"defaults": defaults}
 
+    @classmethod
+    def _load_instructions(cls, defaults: Dict[str, Any]) -> None:
+        """Each instruction key alone, then the cross-key default check, then
+        the in-memory migration of the old template (#431). Nothing is
+        written here, so the revision never changes at load."""
+        cls._LEGACY_TEMPLATE = None
+        if "template" in defaults:
+            try:
+                cls._LEGACY_TEMPLATE = validate_template(defaults["template"])
+            except ValueError as error:
+                config_logger.warning(
+                    f"autotag.defaults.template {error}; using the built-in one"
+                )
+        entries: List[Dict[str, str]] = []
+        damaged = False
+        if "instructions" in defaults:
+            try:
+                entries = validate_instructions(defaults["instructions"])
+            except ValueError as error:
+                damaged = True
+                config_logger.warning(
+                    f"autotag.defaults.instructions {_reason(error)}; "
+                    "using Built-in only"
+                )
+        chosen = {engine: BUILTIN_INSTRUCTIONS_ID for engine in INSTRUCTION_ENGINES}
+        stored = defaults.get("default_instructions")
+        if damaged:
+            # Both defaults fall back with the list (its one warning says so);
+            # the old template is migrated as on a first upgrade.
+            pass
+        elif "default_instructions" in defaults and (
+            not isinstance(stored, dict) or set(stored) != set(INSTRUCTION_ENGINES)
+        ):
+            config_logger.warning(
+                "autotag.defaults.default_instructions must name gguf and hf; "
+                "using Built-in"
+            )
+        elif isinstance(stored, dict):
+            ids = {item["id"] for item in entries}
+            for engine in INSTRUCTION_ENGINES:
+                value = stored[engine]
+                if isinstance(value, str) and (
+                    value == BUILTIN_INSTRUCTIONS_ID or value in ids
+                ):
+                    chosen[engine] = value
+                else:
+                    config_logger.warning(
+                        f"autotag.defaults.default_instructions.{engine} names no "
+                        "saved instructions; using Built-in"
+                    )
+        cls._migrate_template(
+            entries,
+            chosen,
+            first=damaged or "instructions" not in defaults,
+            keep_defaults=not damaged and "default_instructions" in defaults,
+        )
+        cls.INSTRUCTIONS = tuple(entries)
+        cls.DEFAULT_INSTRUCTIONS = chosen
+
+    @classmethod
+    def _migrate_template(cls, entries, chosen, *, first, keep_defaults) -> None:
+        """Bring a template saved by an older build in as a named entry."""
+        legacy = cls._LEGACY_TEMPLATE
+        if legacy is None or legacy == DEFAULT_TAG_TEMPLATE:
+            return
+        if first:
+            # The first upgrade: it becomes "Custom template", the default for
+            # both engines unless defaults are stored already (20A).
+            entries.append(
+                {"id": _text_id(legacy), "name": "Custom template", "text": legacy}
+            )
+            if not keep_defaults:
+                for engine in INSTRUCTION_ENGINES:
+                    chosen[engine] = entries[-1]["id"]
+            return
+        if any(item["text"] == legacy for item in entries):
+            return  # the mirror of a saved default
+        # Edited on an older build after an upgrade (B1.2): import it.
+        if len(entries) >= MAX_SAVED_INSTRUCTIONS:
+            config_logger.warning(
+                "The tagging template edited on an older version was not imported: "
+                f"the saved instructions are full ({MAX_SAVED_INSTRUCTIONS})"
+            )
+            return
+        names = {item["name"].casefold() for item in entries}
+        number = 2
+        while f"custom template ({number})" in names:
+            number += 1
+        name = f"Custom template ({number})"
+        ids = {item["id"] for item in entries}
+        new_id, n = _text_id(legacy), 2
+        while new_id in ids:
+            new_id, n = _text_id(f"{legacy}\n{n}"), n + 1
+        entries.append({"id": new_id, "name": name, "text": legacy})
+        config_logger.info(
+            "Imported the tagging template edited on an older version as " f"'{name}'"
+        )
+
     @classmethod
     def update_config(cls, new_config: Any) -> None:
         if not isinstance(new_config, dict):
@@ -698,12 +847,9 @@ class AutotagConfig:
             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"
-                )
+                config_logger.warning(_fallback_warning(key, error, default))
                 setattr(cls, attr, default)
+        cls._load_instructions(defaults)
 
 
 class PromptManagerConfig:
@@ -890,35 +1036,6 @@ class PromptManagerConfig:
         else:
             config_logger.info(f"Config file not found: {config_path}, using defaults")
 
-    @classmethod
-    def save_to_file(cls, config_path: Optional[str] = None):
-        """Save the current configuration to a JSON file.
-
-        Serializes the complete configuration (including gallery settings) to
-        a JSON file. Creates the directory structure if it doesn't exist.
-
-        Args:
-            config_path (str): Path where the JSON configuration file should be saved.
-                            Parent directories will be created if they don't exist.
-                            Defaults to :meth:`get_config_path`.
-
-        Raises:
-            The method handles all exceptions internally and logs errors rather
-            than propagating them.
-
-        Example:
-            PromptManagerConfig.save_to_file('backup_config.json')
-            PromptManagerConfig.save_to_file('/etc/comfyui/prompt_manager.json')
-        """
-        if config_path is None:
-            config_path = cls.get_config_path()
-
-        try:
-            write_private_json(config_path, cls.get_config())
-            config_logger.info(f"Saved configuration to {config_path}")
-        except Exception as e:
-            config_logger.error(f"Error saving config to {config_path}: {e}")
-
     @classmethod
     def update_config(cls, new_config: Dict[str, Any]):
         """Update configuration attributes from a dictionary.

py/tagging_defaults.py

@@ -4,8 +4,13 @@ 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 csv
 import math
-from typing import Any
+import os
+import re
+import threading
+import unicodedata
+from typing import Any, Dict, Iterable, List, Set, Tuple
 
 # The tagging engines (``py/autotag.py`` MODELS) and the options they take.
 WD14_MODEL_TYPES = frozenset({"wd14-swinv2", "wd14-vit"})
@@ -88,3 +93,230 @@ def validate_template(value: Any, name: str = "instructions") -> str:
     if len(encoded) > MAX_INSTRUCTION_BYTES:
         raise ValueError(f"{name} {'are' if name == 'instructions' else 'is'} too long")
     return value
+
+
+# Skipped tags (#431): words whose suggested tags are never offered.
+MAX_SKIPPED_TAGS = 200
+MAX_SKIPPED_TAG_CHARS = 50
+_WORD_SEPARATORS = re.compile(r"[ _-]+")
+_FORBIDDEN_IN_ENTRY = re.compile(r"[,\x00-\x1f\x7f-\x9f\u2028\u2029]")
+
+
+def tag_words(text: str) -> Tuple[str, ...]:
+    """The words of a tag or a skipped entry: NFC, case-folded, split on runs
+    of space, ``_`` and ``-``. Every other character belongs to a word."""
+    folded = unicodedata.normalize("NFC", text).casefold()
+    return tuple(word for word in _WORD_SEPARATORS.split(folded) if word)
+
+
+def validate_skipped_tags(value: Any) -> List[str]:
+    """The Skipped tags list, each entry trimmed, or ValueError with the
+    sentence the System page shows (entries are numbered from 1)."""
+    if not isinstance(value, list):
+        raise ValueError("Skipped tags must be a list of words.")
+    if len(value) > MAX_SKIPPED_TAGS:
+        raise ValueError(f"Skipped tags: at most {MAX_SKIPPED_TAGS} entries.")
+    entries: List[str] = []
+    seen: Dict[Tuple[str, ...], int] = {}
+    for number, raw in enumerate(value, 1):
+        if not isinstance(raw, str):
+            raise ValueError(f"Skipped tags: entry {number} must be text.")
+        entry = raw.strip()
+        if not entry:
+            raise ValueError(f"Skipped tags: entry {number} is empty.")
+        if len(entry) > MAX_SKIPPED_TAG_CHARS:
+            raise ValueError(
+                f"Skipped tags: entry {number} must be at most "
+                f"{MAX_SKIPPED_TAG_CHARS} characters."
+            )
+        if _FORBIDDEN_IN_ENTRY.search(entry):
+            raise ValueError(
+                f"Skipped tags: entry {number} must not contain a comma "
+                "or a line break."
+            )
+        words = tag_words(entry)
+        if not words:
+            raise ValueError(f"Skipped tags: entry {number} is empty.")
+        if words in seen:
+            raise ValueError(
+                f"Skipped tags: entry {number} repeats entry {seen[words]}."
+            )
+        seen[words] = number
+        entries.append(entry)
+    return entries
+
+
+class SkipMatcher:
+    """Whether a suggested tag contains a skipped entry's words, consecutive
+    and whole (#431, 17B). Compiled once per request or job; the cost of a
+    check depends on the tag's words, not on the number of entries."""
+
+    def __init__(self, entries: Iterable[str] = ()):
+        self._entries = frozenset(filter(None, (tag_words(e) for e in entries)))
+        self._longest = max((len(words) for words in self._entries), default=0)
+
+    def __bool__(self) -> bool:
+        return bool(self._entries)
+
+    def matches(self, name: str) -> bool:
+        if not self._entries:
+            return False
+        words = tag_words(name)
+        for start in range(len(words)):
+            stop = min(len(words), start + self._longest)
+            for end in range(start + 1, stop + 1):
+                if words[start:end] in self._entries:
+                    return True
+        return False
+
+    def counting(self) -> "CountingSkip":
+        """A per-request view that also remembers which names it hid."""
+        return CountingSkip(self)
+
+
+class CountingSkip:
+    """A :class:`SkipMatcher` that records the distinct names it hid, so the
+    Tag image dialog can say how many skipped tags were not suggested."""
+
+    def __init__(self, matcher: SkipMatcher):
+        self._matcher = matcher
+        self.hidden: Set[str] = set()
+
+    def matches(self, name: str) -> bool:
+        if self._matcher.matches(name):
+            self.hidden.add(name.casefold())
+            return True
+        return False
+
+
+# A WD14 label list's tags the engine can suggest: general (0) and character (4).
+WD14_SUGGESTED_CATEGORIES = frozenset({"0", "4"})
+_label_cache: Dict[str, Tuple[Tuple[int, int], Tuple[str, ...]]] = {}
+_label_cache_lock = threading.Lock()
+
+
+def read_wd14_label_rows(path) -> List[Dict[str, str]]:
+    """Every row of a WD14 ``selected_tags.csv``, read as UTF-8 and closed
+    before returning (the handle never outlives the call, for Windows)."""
+    with open(path, "r", encoding="utf-8", newline="") as handle:
+        return list(csv.DictReader(handle))
+
+
+def wd14_label_names(path) -> Tuple[str, ...]:
+    """The names a WD14 label list can suggest (categories 0 and 4), cached
+    by ``(mtime_ns, size)``. OSError (missing) and ValueError (unreadable)
+    propagate; the caller skips that list."""
+    key = os.fspath(path)
+    stat = os.stat(key)
+    stamp = (stat.st_mtime_ns, stat.st_size)
+    with _label_cache_lock:
+        cached = _label_cache.get(key)
+    if cached is not None and cached[0] == stamp:
+        return cached[1]
+    try:
+        rows = read_wd14_label_rows(key)
+    except csv.Error as exc:  # a damaged list (a NUL byte, an oversized field)
+        raise ValueError(f"unreadable label list: {exc}") from None
+    names = tuple(
+        name
+        for row in rows
+        if row.get("category", "0") in WD14_SUGGESTED_CATEGORIES
+        and (name := (row.get("name") or "").strip())
+    )
+    with _label_cache_lock:
+        _label_cache[key] = (stamp, names)
+    return names
+
+
+# Saved instructions (#431): named language-model instructions with a default
+# per engine. Built-in is never stored; readers put it first.
+BUILTIN_INSTRUCTIONS_ID = "builtin"
+BUILTIN_INSTRUCTIONS_NAME = "Built-in"
+MAX_SAVED_INSTRUCTIONS = 20
+MAX_INSTRUCTION_NAME_CHARS = 60
+INSTRUCTION_ENGINES = ("gguf", "hf")
+ENGINE_LABELS = {"gguf": "GGUF JoyCaption", "hf": "HuggingFace JoyCaption"}
+_INSTRUCTION_ID = re.compile(r"[0-9a-f]{12}")
+_CONTROL = re.compile(r"[\x00-\x1f\x7f-\x9f

]")
+
+
+def builtin_instructions() -> Dict[str, str]:
+    """The read-only Built-in entry, always the shipped template."""
+    return {
+        "id": BUILTIN_INSTRUCTIONS_ID,
+        "name": BUILTIN_INSTRUCTIONS_NAME,
+        "text": DEFAULT_TAG_TEMPLATE,
+    }
+
+
+def _instruction_entry(raw: Any, number: int) -> Dict[str, str]:
+    prefix = f"Saved instructions: entry {number}"
+    if (
+        not isinstance(raw, dict)
+        or set(raw) != {"id", "name", "text"}
+        or not isinstance(raw["id"], str)
+        or _INSTRUCTION_ID.fullmatch(raw["id"]) is None
+    ):
+        raise ValueError(f"{prefix} has an invalid id.")
+    name = raw["name"].strip() if isinstance(raw["name"], str) else ""
+    if not name:
+        raise ValueError(f"{prefix} needs a name.")
+    if len(name) > MAX_INSTRUCTION_NAME_CHARS:
+        raise ValueError(
+            f"{prefix} name must be at most {MAX_INSTRUCTION_NAME_CHARS} characters."
+        )
+    if _CONTROL.search(name):
+        raise ValueError(f"{prefix} name must not contain a line break.")
+    if name.casefold() == BUILTIN_INSTRUCTIONS_NAME.casefold():
+        raise ValueError("Saved instructions: the name “Built-in” is reserved.")
+    try:
+        text = validate_template(raw["text"], f"{prefix} text")
+    except ValueError as error:
+        raise ValueError(f"{error}.") from None
+    return {"id": raw["id"], "name": name, "text": text}
+
+
+def validate_instructions(value: Any) -> List[Dict[str, str]]:
+    """The saved entries ``[{id, name, text}]`` in order (names trimmed), or
+    ValueError with the sentence System shows (Built-in is not counted)."""
+    if not isinstance(value, list):
+        raise ValueError("Saved instructions must be a list.")
+    if len(value) > MAX_SAVED_INSTRUCTIONS:
+        raise ValueError(
+            f"Saved instructions: at most {MAX_SAVED_INSTRUCTIONS} entries besides "
+            "Built-in."
+        )
+    entries: List[Dict[str, str]] = []
+    ids: Dict[str, int] = {}
+    names: Dict[str, int] = {}
+    for number, raw in enumerate(value, 1):
+        item = _instruction_entry(raw, number)
+        if item["id"] in ids:
+            raise ValueError(
+                f"Saved instructions: entry {number} repeats the id of entry "
+                f"{ids[item['id']]}."
+            )
+        key = item["name"].casefold()
+        if key in names:
+            raise ValueError(
+                f"Saved instructions: entry {number} name “{item['name']}” is "
+                "already used."
+            )
+        ids[item["id"]] = number
+        names[key] = number
+        entries.append(item)
+    return entries
+
+
+def validate_default_instructions(value: Any, entries) -> Dict[str, str]:
+    """``{gguf: id, hf: id}``, each Built-in or an id of ``entries``."""
+    if not isinstance(value, dict) or set(value) != set(INSTRUCTION_ENGINES):
+        raise ValueError("Default instructions must name GGUF and HuggingFace.")
+    ids = {BUILTIN_INSTRUCTIONS_ID} | {item["id"] for item in entries}
+    for engine in INSTRUCTION_ENGINES:
+        if not isinstance(value[engine], str) or value[engine] not in ids:
+            raise ValueError(
+                f"Default for {ENGINE_LABELS[engine]} must be one of the saved "
+                "instructions."
+            )
+    return {engine: value[engine] for engine in INSTRUCTION_ENGINES}

pyproject.toml

@@ -1,10 +1,11 @@
 [project]
 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 = "3.4.1"
+version = "3.6.0"
 license = {file = "LICENSE"}
 requires-python = ">=3.12"
-dependencies = ["watchdog>=2.1.0", "Pillow>=8.0.0"]
+dependencies = ["watchdog>=2.1.0", "Pillow>=10.1.0"]
+classifiers = ["Operating System :: OS Independent"]
 
 [build-system]
 requires = ["setuptools>=84.2.1"]

requirements-dev.txt

@@ -1,18 +1,18 @@
-# Runtime dependencies
+# Runtime dependencies (Pillow, aiohttp and numpy floors match ComfyUI requirements.txt)
 watchdog>=6.0.0
-Pillow>=12.3.0
-aiohttp>=3.14.5
+Pillow>=10.1.0
+aiohttp>=3.11.8
 
 # Tests and coverage
-coverage>=7.16.2
-numpy>=2.2.6  # WD14 engine tests
+coverage>=7.17.0
+numpy>=1.25.0  # WD14 engine tests
 
 # Code quality
 black==26.10.1
-flake8==7.4.1
+flake8==7.5.0
 
 # Security scanning
 bandit[toml]>=1.9.4
 
 # Pre-commit hooks
-pre-commit>=4.6.2
+pre-commit>=4.7.0

requirements.txt

@@ -1,4 +1,4 @@
 # Runtime dependencies for PromptManager.
 # aiohttp, numpy and torch come from ComfyUI itself and are not listed here.
 watchdog>=2.1.0               # Output directory monitoring
-Pillow>=8.0.0                # Image metadata extraction and thumbnails
+Pillow>=10.1.0               # Image metadata extraction and thumbnails

tests/browser/legacy-removal-notice.spec.mjs

@@ -0,0 +1,47 @@
+// #615: each old page says it will be removed and links to where its job lives now. The page keeps working, and the
+// notice takes its own room: nothing is pushed off a page whose layout fills the window.
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+
+const PAGES = Object.freeze([
+    { path: '/prompt_manager/admin', section: 'library', heading: 'Prompt library' },
+    { path: '/prompt_manager/gallery', section: 'images', heading: 'Images' },
+    { path: '/prompt_manager/gallery.html', section: 'inspect', heading: 'Inspect a file' },
+]);
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    await expect(await request.post('/__test__/reset', {})).toBeOK();
+    await page.addInitScript(() => {
+        localStorage.setItem('pm_update_notice_dismissed', '3.2.0');
+        localStorage.setItem('gallerySettings', JSON.stringify({ checkThumbnailsAtStartup: false }));
+    });
+});
+
+test.afterEach(async ({ page, browserName }) => {
+    await saveCoverage(page, browserName);
+});
+
+for (const { path, section, heading } of PAGES) {
+    test(`${path} says it will be removed and links to ${section}`, async ({ page }) => {
+        await page.goto(path);
+        const notice = page.locator('#legacy-removal-notice');
+        await expect(notice).toBeVisible();
+        await expect(notice).toContainText('This page will be removed in a future release.');
+        await notice.getByRole('link', { name: 'Open the workspace' }).click();
+        await expect(page).toHaveURL(new RegExp(`/prompt_manager/workspace#/${section}$`));
+        await expect(page.locator('#workspace-main h1')).toHaveText(heading);
+    });
+}
+
+test('the notice leaves the metadata page filling the window', async ({ page }) => {
+    await page.goto('/prompt_manager/gallery.html');
+    await expect(page.locator('#legacy-removal-notice')).toBeVisible();
+    const { bottom, height, scroll } = await page.locator('#image-area').evaluate(area => ({
+        bottom: area.getBoundingClientRect().bottom,
+        height: window.innerHeight,
+        scroll: document.documentElement.scrollHeight,
+    }));
+    expect(bottom).toBeLessThanOrEqual(height);
+    expect(scroll).toBeLessThanOrEqual(height);
+});

tests/browser/library-concept.spec.mjs

@@ -21,8 +21,9 @@ export function mapLibraryConcept(reference) {
     // Save view is the concept's own (saved views, #249 D16 retired).
     const toolbar={...library.toolbar};
     toolbar.items=toolbar.items.map(item=>{
-        // D14: the Library appends its Oldest first after the concept's sorts; D153 (#447) drops "Highest rated".
-        if(item.id==='sort')return {...item,options:[...item.options.filter(option=>option!=='Highest rated'),'Oldest first']};
+        // D14: the Library appends its Oldest first after the concept's sorts; D153 (#447) drops "Highest rated"; D205
+        // (#620) appends the old Dashboard's three sorts.
+        if(item.id==='sort')return {...item,options:[...item.options.filter(option=>option!=='Highest rated'),'Oldest first','Recently used','Most used','Name Z–A']};
         // D36: the category list is the Library's real list, sorted alphabetically; the concept lists prompt order.
         if(item.id==='category-filter')return {...item,options:[item.options[0],...item.options.slice(1).sort(nocase)]};
         return item;

tests/browser/server.py

@@ -88,6 +88,9 @@ class TestModel:
     suggestions: list | None = None
     # The engine's model table (``py/autotag.py`` MODELS), set at startup.
     models_config: dict = {}
+    # Where the WD14 label lists live (the Skipped tags preview, #431), set at
+    # startup; the tagging fixture writes or removes a small list there.
+    models_dir = None
 
     def get_models_status(self) -> dict:
         from py.autotag import package_fields
@@ -118,21 +121,26 @@ class TestModel:
         return ["generated", Path(image_path).parent.parent.name]
 
     def generate_tag_suggestions(
-        self, image_path: str, *, limit: int, **kwargs: object
+        self, image_path: str, *, limit: int, skip=None, **kwargs: object
     ) -> list[tuple[str, float | None]]:
-        """Fixed scored suggestions (WD14) or unscored ones (language models)."""
+        """Fixed scored suggestions (WD14) or unscored ones (language models),
+        without the ones ``skip`` hides before the limit, as the engine does
+        (#431)."""
         scored = self.loaded is not None and self.loaded.startswith("wd14")
         if self.suggestions is not None:
-            return [
+            pairs = [
                 (name, confidence if scored else None)
-                for name, confidence in self.suggestions[:limit]
+                for name, confidence in self.suggestions
             ]
-        names = ["sandstone", "desert", "arch", "sky", "rock", "dune", "canyon"]
-        names += [f"tag_{index:02d}" for index in range(100)]
-        return [
-            (name, round(0.98 - index * 0.008, 3) if scored else None)
-            for index, name in enumerate(names[:limit])
-        ]
+        else:
+            names = ["sandstone", "desert", "arch", "sky", "rock", "dune", "canyon"]
+            names += [f"tag_{index:02d}" for index in range(100)]
+            pairs = [
+                (name, round(0.98 - index * 0.008, 3) if scored else None)
+                for index, name in enumerate(names)
+            ]
+        kept = [pair for pair in pairs if skip is None or not skip.matches(pair[0])]
+        return kept[:limit]
 
     def download_model(self, model_type: str, progress_callback=None) -> bool:
         raise AssertionError("browser tests never download a model")
@@ -236,6 +244,7 @@ def create_app(root: Path) -> web.Application:
 
     TestModel.models_config = autotag.MODELS
     model = TestModel()
+    model.models_dir = root / "models"
     autotag.get_autotag_service = lambda: model
     api = PromptManagerAPI()
     api.add_routes(routes)

tests/browser/system-concept.spec.mjs

@@ -167,8 +167,6 @@ const IMAGES_COUNT_URL = '/prompt_manager/images/output?mode=workspace&limit=1';
 
 /** The concept's shell and Overview with the recorded deviations applied, given the server's real overview. */
 function mapOverviewConcept(reference, overview, images) {
-    // D165: the discreet legacy-pages line follows the settings layout.
-    reference = { ...reference, tree: [...reference.tree, 'p.legacy-pages.small'] };
     const relabel = { 'Database integrity': 'Not checked', 'Positive prompts': number(overview.library.positive_prompts),
         'Negative variants': number(overview.library.negative_variants), Images: number(images) };
     const rows = {
@@ -265,7 +263,7 @@ const UNMAPPED_PATHS = [
     'columns.surfaces.0.rows.length', 'columns.surfaces.0.tree.4', 'columns.surfaces.0.tree.length',
     'columns.surfaces.1.rows.0.description', 'columns.surfaces.1.rows.1.title', 'columns.surfaces.1.rows.2.description',
     'heading.actions.0', 'heading.actions.length', 'metrics.items.3.value', 'nav.label',
-    'save.button.cursor', 'save.button.opacity', 'save.status.text', 'tree.3', 'tree.length',
+    'save.button.cursor', 'save.button.opacity', 'save.status.text',
 ].sort();
 
 test('system comparison detects mutations', async ({ page, request }) => {

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

@@ -64,11 +64,31 @@ function measureMaintenance(mainSelector) {
     };
 }
 
-/** D102: the Metadata cache row says why its review is unavailable and its button is aria-disabled (D93's dimmed style). */
-function mapMaintenanceConcept(reference) {
+/**
+ * D192 (#550, beyond the concept): Database adds "Pair category and tags" after "Unused prompt components", shaped like
+ * the concept's plain Review plan row (Optimize database's).
+ */
+function mapPairRow(reference) {
     return {
         ...reference,
-        surfaces: reference.surfaces.map(surface => ({ ...surface, rows: surface.rows.map(row => row.title !== 'Metadata cache' ? row : {
+        surfaces: reference.surfaces.map(surface => {
+            const plain = surface.rows.find(row => row.title === 'Optimize database');
+            const at = surface.rows.findIndex(row => row.title === 'Unused prompt components');
+            if (!plain || at < 0) return surface;
+            return { ...surface, tree: [...surface.tree, 'div.operation'], rows: [...surface.rows.slice(0, at + 1),
+                { ...plain, title: 'Pair category and tags', description: 'Fill an empty category or tags on prompts older ' +
+                    'Pair node runs saved, from their saved pairs. Only empty fields of never-edited prompts.' },
+                ...surface.rows.slice(at + 1)] };
+        }),
+    };
+}
+
+/** D102: the Metadata cache row says why its review is unavailable and its button is aria-disabled (D93's dimmed style). */
+function mapMaintenanceConcept(reference) {
+    const mapped = mapPairRow(reference);
+    return {
+        ...mapped,
+        surfaces: mapped.surfaces.map(surface => ({ ...surface, rows: surface.rows.map(row => row.title !== 'Metadata cache' ? row : {
             ...row, description: `${row.description} Nothing is cached in this browser.`,
             actions: row.actions.map(action => ({ ...action, opacity: '0.55', cursor: 'not-allowed' })) }) })),
     };
@@ -209,8 +229,8 @@ test('maintenance comparison detects mutations', async ({ page, request }) => {
     const expected = mapMaintenanceConcept(concept);
     const production = await productionMaintenance(page, 'dark');
     expect(diffInventory(expected, production)).toEqual([]);
-    // Unmapped, the section differs only on the D102 row.
-    expect(diffInventory(concept, production).map(item => item.path).sort()).toEqual([
+    // Mapped only for the D192 row, the section differs only on the D102 row.
+    expect(diffInventory(mapPairRow(concept), production).map(item => item.path).sort()).toEqual([
         'surfaces.1.rows.3.actions.0.cursor', 'surfaces.1.rows.3.actions.0.opacity', 'surfaces.1.rows.3.description']);
     const measure = () => page.evaluate(measureMaintenance, '#workspace-main');
     const paths = async () => diffInventory(expected, await measure()).map(item => item.path);

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

@@ -33,6 +33,10 @@ test.afterEach(async ({ page, request, browserName }) => {
 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 SKIPPED_DESCRIPTION = 'Suggested tags that contain one of these words are hidden. Words are separated by spaces, _ or -; '
+    + 'other characters such as ( ) belong to the word.';
+const DEFAULT_DESCRIPTION = 'The Tag image dialog and batches start from this.';
+const INSTRUCTIONS_DESCRIPTION = 'Instructions for the language-model engines. Built-in can’t be changed; duplicate it to make your own.';
 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. */
@@ -62,7 +66,7 @@ function measureTagging(mainSelector) {
             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],
+        field: 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') },
@@ -70,6 +74,31 @@ function measureTagging(mainSelector) {
             ...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') },
+        // D202 (#431): the Skipped tags block (the concept has none).
+        skipped: (block => block && { tree: [...block.children].map(name), key: block.dataset.key,
+            text: [...block.firstElementChild.children].map(node => [node.localName, text(node), node.localName === 'label' ? node.htmlFor : null]),
+            add: [...block.querySelector('.skip-add').children].map(node => [name(node), node.id, node.getAttribute('placeholder'), text(node)]),
+            preview: [text(block.querySelector('.skip-preview')), block.querySelector('.skip-preview').getAttribute('role')],
+            ...css(block, 'paddingTop', 'paddingBottom', 'borderTopWidth', 'borderTopColor'),
+            label: css(block.querySelector('label'), 'fontSize', 'fontWeight', 'color'),
+            description: css(block.querySelector('.setting-block-text p'), 'fontSize', 'color', 'marginTop'),
+            input: css(block.querySelector('input'), 'fontSize', 'backgroundColor', 'color', 'borderTopColor') })(
+            surface.querySelector(':scope > .setting-block[data-setting="tag-skipped"]')),
+        // D203 (#431): Saved instructions (the concept has a template field instead).
+        instructions: (block => block && { tree: [...block.children].map(name), key: block.dataset.key,
+            text: [...block.firstElementChild.children].map(node => [node.localName, text(node)]),
+            list: [...block.querySelectorAll('[role="option"]')].map(option => [text(option.firstElementChild),
+                [...option.querySelectorAll('.badges > .chip')].map(chip => [text(chip), chip.className]), option.getAttribute('aria-selected')]),
+            listRole: block.querySelector('.instruction-list').getAttribute('role'),
+            actions: [...block.querySelectorAll('.instruction-actions > button')].map(item => [text(item), item.className, item.disabled]),
+            editor: [...block.querySelectorAll('.instruction-editor .field')].map(item => [text(item.querySelector('label > span')),
+                item.querySelector('input, textarea').value, item.querySelector('input, textarea').readOnly]),
+            note: text(block.querySelector('#instruction-note')),
+            layout: getComputedStyle(block.querySelector('.instructions-layout')).gridTemplateColumns.split(' ').length,
+            ...css(block, 'paddingTop', 'paddingBottom', 'borderTopWidth', 'borderTopColor'),
+            label: css(block.querySelector('label'), 'fontSize', 'fontWeight', 'color'),
+            textarea: css(block.querySelector('textarea'), 'fontSize', 'backgroundColor', 'borderTopColor') })(
+            surface.querySelector(':scope > .setting-block[data-setting="tag-instructions"]')),
         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]) })),
@@ -103,13 +132,21 @@ function measureTagging(mainSelector) {
  * 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 }) {
+function mapTaggingConcept(reference, { builtin, saved, phone }) {
     const [model, existing, general, character] = reference.rows;
     const [preview] = reference.actions.buttons;
+    // D203: Built-in first, then the saved entries, in each default select.
+    const names = ['Built-in', ...saved.map(entry => entry.name)];
+    const defaultRow = (engine, long) => ({ ...existing,
+        text: [['label', `Default for ${long}`, `instruction-default-${engine}`], ['p', DEFAULT_DESCRIPTION, null]],
+        control: { ...existing.control, id: `instruction-default-${engine}`, options: names.map(label => [label, false]),
+            selected: names[1] } });
     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'],
+        // D133 adds a row after the thresholds, D202 the Skipped tags block after it; D203 replaces the template field
+        // with Saved instructions, the two default rows and their note; D134 adds the operation after the actions.
+        tree: [...reference.tree.slice(0, 6), 'div.setting-row', 'div.setting-block', 'div.setting-block', 'div.setting-row',
+            'div.setting-row', 'p.instruction-reset.small', reference.tree[7], '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]],
@@ -120,16 +157,49 @@ function mapTaggingConcept(reference, { template, phone }) {
             // 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' } },
+            // D203: the default of each language-model engine (the fixture's saved entry is both), on the concept's
+            // select row.
+            defaultRow('gguf', 'GGUF JoyCaption'), defaultRow('hf', 'HuggingFace JoyCaption'),
         ],
-        // 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 } },
+        // D203: Saved instructions in the concept's setting-row tokens (as D202), Built-in selected and read-only.
+        instructions: { tree: ['div.setting-block-text', 'div.instructions-layout'], key: 'autotag_instructions',
+            text: [['label', 'Saved instructions'], ['p', `${INSTRUCTIONS_DESCRIPTION} ${saved.length} of 20 saved · Built\u2011in is not counted.`]],
+            list: [['Built-in', [['Read-only', 'chip']], 'true'],
+                ...saved.map((entry, index) => [entry.name, index === 0
+                    ? [['Default for GGUF', 'chip blue'], ['Default for HuggingFace', 'chip blue']] : [], 'false'])],
+            listRole: 'listbox',
+            actions: [['+ New', '', false], ['Duplicate', '', false], ['Delete', 'danger', true]],
+            editor: [['Name', 'Built-in', true], ['Text', builtin, true]],
+            note: 'Built-in instructions can’t be changed. Duplicate them to make your own.',
+            layout: phone ? 1 : 2,
+            paddingTop: reference.row.paddingTop, paddingBottom: reference.row.paddingBottom,
+            borderTopWidth: reference.row.borderTopWidth, borderTopColor: reference.row.borderTopColor,
+            label: reference.label,
+            textarea: { fontSize: reference.field.textarea.fontSize, backgroundColor: reference.field.textarea.backgroundColor,
+                borderTopColor: reference.field.textarea.borderTopColor } },
+        // D202 (#431): the Skipped tags block in the concept's setting-row tokens: its label and description as a row's,
+        // the row's padding and rule above, the concept's field input; an empty list says so.
+        skipped: { tree: ['div.setting-block-text', 'div.skip-add', 'p.skip-problem.small', 'div.skip-chips.tags', 'p.skip-preview.small'],
+            key: 'autotag_skipped_tags',
+            text: [['label', 'Skipped tags', 'tag-skipped-input'], ['p', SKIPPED_DESCRIPTION, null]],
+            add: [['input', 'tag-skipped-input', 'Add a word or words', ''], ['button', 'tag-skipped-add', null, 'Add']],
+            preview: ['No tags are skipped.', 'status'],
+            paddingTop: reference.row.paddingTop, paddingBottom: reference.row.paddingBottom,
+            borderTopWidth: reference.row.borderTopWidth, borderTopColor: reference.row.borderTopColor,
+            label: reference.label,
+            description: { fontSize: reference.description.fontSize, color: reference.description.color,
+                marginTop: reference.description.marginTop },
+            input: { fontSize: '12px', backgroundColor: reference.field.textarea.backgroundColor, color: reference.field.textarea.color,
+                borderTopColor: reference.field.textarea.borderTopColor } },
+        // D203: no template field.
+        field: null,
         // 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 (#398): every select shows its whole chosen option at every width (at 390 the concept's 120px cap cuts
         // them; production lets each grow past it).
-        selectsFit: reference.selectsFit.map(() => true),
+        selectsFit: [...reference.selectsFit, true, true].map(() => true),
     };
 }
 
@@ -153,7 +223,9 @@ async function productionTagging(page, theme) {
 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 };
+    const { settings } = await response.json();
+    return { builtin: settings.autotag_builtin_instructions, saved: settings.autotag_instructions,
+        phone: page.viewportSize().width <= 700 };
 }
 
 for (const theme of THEMES) for (const [width, height] of SIZES) {
@@ -177,14 +249,15 @@ for (const theme of THEMES) for (const width of [390, 320]) {
         await page.locator('#workspace-main #tag-existing').selectOption('replace_after_review');
         await page.locator('#workspace-main section.surface').screenshot({ path: testInfo.outputPath(`production-tagging-selects-${theme}-${width}.png`) });
         const selects = page.locator('#workspace-main section.surface > .setting-row > select');
-        await expect(selects).toHaveCount(2);
-        for (let index = 0; index < 2; index += 1) {
+        // D203 adds the two per-engine default selects.
+        await expect(selects).toHaveCount(4);
+        for (let index = 0; index < 4; index += 1) {
             const select = selects.nth(index);
             const values = await select.evaluate(node => [...node.options].map(option => option.value));
             for (const value of values) {
                 await select.selectOption(value);
                 const measured = await page.evaluate(measureTagging, '#workspace-main');
-                expect(measured.selectsFit, `${await select.getAttribute('id')}=${value}`).toEqual([true, true]);
+                expect(measured.selectsFit, `${await select.getAttribute('id')}=${value}`).toEqual([true, true, true, true]);
                 expect(measured.pageScroll, value).toBe(false);
             }
         }
@@ -198,12 +271,16 @@ test('auto-tagging comparison detects mutations', async ({ page, request }) => {
     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('.'))
+    // Unmapped, the section differs only where D132, D133, D134, D202 and D203 are recorded (and the saved template's text).
+    // (The concept has no Skipped tags block, so every path under it is one D202 difference.)
+    expect(diffInventory(concept, production).map(item => (/^(skipped|instructions|field)\b/.test(item.path) ? item.path.split('.')[0]
+        : 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());
+        'actions.buttons.1', 'actions.buttons.2', 'field', 'instructions', 'operations.0.actions', 'operations.0.description',
+        'operations.0.title', 'operations.0.tree', 'operations.length', 'rows.0.control', 'rows.0.text',
+        ...[4, 5, 6].flatMap(row => ['control', 'controlBelow', 'flexWrap', 'text', 'tree'].map(key => `rows.${row}.${key}`)),
+        'rows.length', 'selectsFit.2', 'selectsFit.3', 'selectsFit.length', 'skipped',
+        ...Array.from({ length: 8 }, (_, index) => `tree.${index + 6}`), 'tree.length'].sort());
     const measure = () => page.evaluate(measureTagging, '#workspace-main');
     const paths = async () => diffInventory(expected, await measure()).map(item => item.path);
     // A removed row.
@@ -254,8 +331,8 @@ test('auto-tagging at 390 wraps only the engine row', async ({ page, request })
     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).toEqual([true, true]);
+    expect(production.rows.map(row => row.flexWrap)).toEqual(['wrap', 'nowrap', 'nowrap', 'nowrap', 'nowrap', 'nowrap', 'nowrap']);
+    expect(production.selectsFit).toEqual([true, true, true, true]);
 });
 
 /** Runs in the page: the open review dialog: its title, body and the concept's tokens. */

tests/browser/tagging-canonical-comparison.mjs

@@ -92,6 +92,8 @@ export function cardActionsInventory(card) {
     };
 }
 
+// #431: the fixture's saved "Describe the image" entry, the default of both engines (workspace_tagging_fixture.py).
+export const FIXTURE_INSTRUCTIONS_ID='d35c71be0a1e';
 // D84 (plan D61): the legacy engines' values, labels and sizes, GGUF JoyCaption in the concept's Ollama slot.
 const MODEL_LABELS=Object.freeze({'wd14-swinv2':['wd14-swinv2','WD14 SwinV2 · ~400 MB'],'wd14-vit':['wd14-vit','WD14 ViT · ~400 MB'],
     ollama:['gguf','GGUF JoyCaption (Recommended) · ~4.5 GB'],huggingface:['hf','HuggingFace JoyCaption · ~16 GB']});
@@ -106,17 +108,24 @@ const CONCEPT_LABELS=Object.freeze({'WD14 SwinV2 · fast classifier':'WD14 SwinV
  *   (`chip`: a concept `.chip` inventory, the heading's size chip) around the row's own text (12px) in the checked
  *   row's colours (accent border, `--soft-blue`);
  * - D84 (plan D61): the legacy engine labels and values, and the server's default instructions (`instructions`);
+ * - D204 (#431): a "Saved instructions" select (`picker`: its value and options) before the instructions, on the
+ *   concept's select field tokens;
  * - D91 (plan D68): a Suggestions count field after the model's own fields, on the concept's number field tokens
  *   (`numberField`: the concept's General confidence field) with the configured count (`limit`);
  * - D29: the prototype's "Sample suggestions from …" status reads "Suggestions from …".
  * The opened state is compared unmapped: both show the concept's on-screen "Generate suggestions with the selected
  * model before approving." (its renderTagModelOptions, a1062–1076, replaces the markup's sentence at once).
  */
-export function mapConceptTagging(reference,{instructions,limit=10,chip,numberField}) {
+export function mapConceptTagging(reference,{instructions,limit=10,chip,numberField,
+    picker={value:FIXTURE_INSTRUCTIONS_ID,options:[['builtin','Built-in'],[FIXTURE_INSTRUCTIONS_ID,`${instructions} · default`]]}}) {
     const [select,...own]=reference.modelPanel.fields;
+    // D204 (#431): a "Saved instructions" select on the concept's select field, before the instructions.
+    const pickField={...select,label:'Saved instructions',control:{...select.control,id:'image-tag-instructions-pick',
+        value:picker.value,options:picker.options}};
     const suggestionsField={...numberField,label:'Suggestions',control:{...numberField.control,id:'image-suggestion-limit',
         value:String(limit),min:'1',max:'100',step:'1'}};
-    const mappedOwn=own.map(field=>field.control.id==='image-tag-instructions'?{...field,control:{...field.control,value:instructions}}:field);
+    const mappedOwn=own.flatMap(field=>field.control.id==='image-tag-instructions'
+        ?[pickField,{...field,control:{...field.control,value:instructions}}]:[field]);
     const rows=reference.suggestions.rows.map(row=>({...row,
         control:row.control?.kind==='checkbox'&&row.control.checked?{kind:'remove',label:`Remove ${row.name}`}:row.control,
         borderTopLeftRadius:chip.borderTopLeftRadius}));

tests/browser/workspace-library.spec.mjs

@@ -191,7 +191,7 @@ test('library toolbar matches the concept and tags live in Refine this view',asy
     expect(await toolbar.evaluate(node=>[...node.children].map(child=>child.tagName.toLowerCase()+(child.id?`#${child.id}`:'')+(child.className?`.${child.className.split(' ').filter(name=>!name.startsWith('ca-')).join('.')}`:'')))).toEqual(['label.search-field','select#category-filter','select#sort','button','button']);
     await expect(toolbar.locator('#search')).toHaveAttribute('placeholder','Search prompts, tags, filenames…');
     // D153 (#447): no "Highest rated".
-    await expect(toolbar.locator('#sort option')).toHaveText(['Recently added','Name A–Z','Oldest first']);
+    await expect(toolbar.locator('#sort option')).toHaveText(['Recently added','Name A–Z','Oldest first','Recently used','Most used','Name Z–A']);
     await expect(toolbar.getByRole('button')).toHaveText(['Save view','Filters']);
     await expect(page.getByRole('button',{name:'Refresh library',exact:true})).toHaveCount(0);
     await expect(page.getByRole('textbox',{name:'Tags',exact:true})).toHaveCount(0);

tests/browser/workspace-saved-views.spec.mjs

@@ -205,7 +205,7 @@ test('a view stored under older rules still lists and opens with its usable valu
         return (await response.json()).id;
     };
     const imagesId = await raw({ page: 'images', name: 'Old cats', state: JSON.stringify({ q: 'cat', sort: 'shuffle', layout: 'grid' }) });
-    await raw({ page: 'library', name: '', state: JSON.stringify({ q: 'dog', sort: 'name-desc' }) });
+    await raw({ page: 'library', name: '', state: JSON.stringify({ q: 'dog', sort: 'shuffle' }) });
     expect(await listed(request)).toEqual([
         { id: imagesId, page: 'images', name: 'Old cats', state: { ...IMAGE_DEFAULTS, q: 'cat' } },
         expect.objectContaining({ page: 'library', name: 'Saved view', state: { q: 'dog', category: '', sort: 'newest', tags: [], tag_mode: 'all', folder: '' } }),

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

@@ -64,7 +64,9 @@ test('the section shows the concept rows; Metadata cache follows Q5 (D102)', asy
             item.querySelector('.row-actions > button').textContent, item.querySelector('.row-actions > button').className]),
     ]))).toEqual([
         ['Database', [['Integrity & relationship checks', 'Check', ''], ['Duplicate prompt text', 'Review plan', ''],
-            ['Optimize database', 'Review plan', ''], ['Unused prompt components', 'Review plan', 'danger']]],
+            ['Optimize database', 'Review plan', ''], ['Unused prompt components', 'Review plan', 'danger'],
+            // D192 (#550): beyond the concept.
+            ['Pair category and tags', 'Review plan', '']]],
         ['Images & cache', [['Missing-file links', 'Review plan', 'danger'], ['Duplicate image files', 'Find duplicates', ''],
             ['Thumbnail cache', 'Review options', ''], ['Metadata cache', 'Review plan', '']]],
     ]);
@@ -177,6 +179,70 @@ test("plan dialog shows the server's scope, protected, backup policy and media l
         expect(await serverJson(request, '/__test__/system/digest')).toEqual(before);
     });
 
+test('D192: Pair category and tags reviews old Pair prompts, keeps an edited one and fills the other (#550)',
+    async ({ page, request }) => {
+        await expect(await request.post('/__test__/system/pair-metadata')).toBeOK();
+        const answers = [];
+        page.on('response', response => { if (response.url().endsWith(PREVIEW_URL)) answers.push(response.json()); });
+        await openMaintenance(page);
+        const pairRow = row(page, 'Pair category and tags');
+        await expect(pairRow.locator('p')).toHaveText('Fill an empty category or tags on prompts older Pair node runs saved, ' +
+            'from their saved pairs. Only empty fields of never-edited prompts.');
+        await pairRow.getByRole('button', { name: 'Review plan', exact: true }).click();
+        const plan = dialog(page);
+        await expect(plan.locator('#modal-body > h3')).toHaveText('Pair category and tags');
+        const answer = await answers[0];
+        expect(answer.operation).toBe('pair_metadata');
+        expect(await gridOf(page)).toEqual([
+            ['Scope', '1 prompt to fill: 1 category, 1 tag set'],
+            ['Protected', '1 edited after it was saved'],
+            ['Backup', `Create and verify before changes (${answer.backup.destination_label})`],
+            ['Media on disk', 'No image file or saved pair is changed.'],
+        ]);
+        await expect(plan.locator('details > summary')).toHaveText('Listed records (3)');
+        await plan.locator('details > summary').click();
+        // Protected rows come first, the Record row last.
+        const lines = (await plan.locator('details > pre').textContent()).split('\n');
+        expect(lines).toHaveLength(3);
+        expect(lines[0]).toBe('S550 harbor · Kept: edited after it was saved; its empty category or tags may be intentional');
+        expect(lines[1]).toMatch(/^S550 lantern · Fills category “night” and 2 tags: s550-glow, s550-warm \(pair \d+\)$/);
+        expect(lines[2]).toMatch(/^Record · The job's report lists every filled field\. Download it to keep it/);
+        await plan.getByRole('button', { name: 'Apply reviewed operation', exact: true }).click();
+        await expect(dialog(page)).toHaveCount(0);
+        await expect(page).toHaveURL(/#\/activity\/[0-9a-f]{32}$/);
+        const job = await ended(request, page.url().split('/').pop());
+        expect([job.title, job.state, job.counters.changed, job.counters.protected])
+            .toEqual(['Pair category and tags', 'finished', 1, 1]);
+        const main = page.locator('#workspace-main');
+        await expect(main.locator('h1')).toHaveText('Pair category and tags');
+        await expect(main.getByRole('button', { name: 'Download report', exact: true })).toBeVisible();
+        // #550 live test: the Changed group lists the path-less record rows as plain text, never an open action.
+        const results = main.getByRole('region', { name: 'Results', exact: true });
+        await results.locator('.outcome-list > button').filter({ hasText: 'Changed' }).click();
+        const records = results.locator('.outcome-files > .file-row');
+        await expect(records).toHaveCount(1);
+        await expect(records.first()).toHaveText(/^Prompt \d+: category “night”; tags s550-glow, s550-warm$/);
+        expect(await records.first().evaluate(node => node.localName)).toBe('div');
+        await expect(results.locator('.outcome-files button')).toHaveCount(0);
+        await expect(results.getByRole('searchbox', { name: 'Filter results' })).toHaveAttribute('placeholder', 'Filter records…');
+        // Protected lists each kept prompt with the review's reason (#550 live re-check).
+        await results.locator('.outcome-list > button').filter({ hasText: 'Protected' }).click();
+        await expect(records).toHaveCount(1);
+        await expect(records.first()).toHaveText(
+            /^Prompt \d+: kept, edited after it was saved; its empty category or tags may be intentional$/);
+        // An empty group says records, not files.
+        await results.locator('.outcome-list > button').filter({ hasText: 'Errors' }).click();
+        await expect(results.locator('.outcome-files > p.empty-state')).toHaveText('No records in this group.');
+        const library = await serverJson(request, '/prompt_manager/library');
+        const lantern = library.items.find(item => item.text === 'S550 lantern');
+        const harbor = library.items.find(item => item.text === 'S550 harbor');
+        const filled = (await serverJson(request, `/prompt_manager/library/${lantern.id}?archive=all`)).positive;
+        expect([filled.category, [...filled.tags].sort()]).toEqual(['night', ['s550-glow', 's550-warm']]);
+        expect((await serverJson(request, `/prompt_manager/library/${harbor.id}?archive=all`)).positive.category).toBeFalsy();
+        await page.goto(`${workspace}#/library`);
+        await expect(page.locator(`article[data-prompt-id="${lantern.id}"] .card-title > .chip`)).toHaveText('night');
+    });
+
 test('a plan with nothing to do shows only Close, never Apply', async ({ page, request }) => {
     const applies = [];
     page.on('request', item => { if (item.url().endsWith(APPLY_URL)) applies.push(item.url()); });

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

@@ -112,13 +112,14 @@ test('model options are the four real engines with size and the description show
     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']);
+        'General-tag confidence', 'Character-tag confidence', 'Suggestions per image', 'Default for GGUF JoyCaption',
+        'Default for HuggingFace JoyCaption']);
     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);
+    // D203 (#431): Saved instructions replace the template field.
+    await expect(page.locator('#tag-template')).toHaveCount(0);
     // Unload is offered only while a model is loaded (none is).
     await expect(actionOf(page, 'Unload')).toBeDisabled();
 });
@@ -418,3 +419,156 @@ test('a model that is not downloaded cannot be reviewed for a batch; the button
     await expect(dialog(page)).toHaveCount(0);
     expect(page.modelCalls.filter(call => call.includes('/batch/preview'))).toEqual([]);
 });
+
+// D202 (#431): Skipped tags: add (button and Enter), the preview over the library's tags and the WD14 label list, the
+// per-chip counts, remove, Save preferences and a reload; a list the server refuses highlights the block.
+const SKIPPED_PREVIEW = '/prompt_manager/autotag/skipped-tags/preview';
+const skippedBlock = page => surface(page).locator(':scope > .setting-block[data-setting="tag-skipped"]');
+const skippedInput = page => page.locator('#tag-skipped-input');
+const skippedChips = page => skippedBlock(page).locator('.skip-chips .chip.tag-suggestion');
+const skippedPreview = page => skippedBlock(page).locator('.skip-preview');
+
+test('skipped tags add, preview, remove, save and reload (D202)', async ({ page, request }) => {
+    await openTagging(page);
+    await expect(skippedBlock(page).locator('label')).toHaveText('Skipped tags');
+    await expect(skippedBlock(page)).toHaveAttribute('data-key', 'autotag_skipped_tags');
+    await expect(skippedPreview(page)).toHaveText('No tags are skipped.');
+    await expect(skippedPreview(page)).toHaveAttribute('role', 'status');
+    // The label list on disk (blurry, blurry_background, signature, …) and the library tags (warm_light, …).
+    let answer = page.waitForResponse(item => item.url().endsWith(SKIPPED_PREVIEW));
+    await skippedInput(page).fill('blurry');
+    await skippedInput(page).press('Enter');
+    expect((await answer).status()).toBe(200);
+    await expect(skippedInput(page)).toHaveValue('');
+    await expect(skippedPreview(page)).toHaveText('Hides 2 tags from suggestions: blurry, blurry_background. '
+        + 'Tags already on images are not changed.');
+    answer = page.waitForResponse(item => item.url().endsWith(SKIPPED_PREVIEW));
+    await skippedInput(page).fill('light');
+    await page.getByRole('button', { name: 'Add', exact: true }).click();
+    await answer;
+    await expect(skippedPreview(page)).toHaveText('Hides 3 tags from suggestions: warm_light, blurry, blurry_background. '
+        + 'Tags already on images are not changed.');
+    await expect(skippedChips(page)).toHaveText(['blurry2×', 'light1×']);
+    await expect(skippedChips(page).first()).toHaveAttribute('title', 'Hides 2 tags');
+    // An entry that hides nothing is muted; a duplicate is not added and the line under the input says so.
+    answer = page.waitForResponse(item => item.url().endsWith(SKIPPED_PREVIEW));
+    await skippedInput(page).fill('zebra');
+    await skippedInput(page).press('Enter');
+    await answer;
+    await expect(skippedChips(page).last()).toHaveClass(/\bnone\b/);
+    await expect(skippedChips(page).last()).toHaveAttribute('title', 'Hides no known tag');
+    await skippedInput(page).fill('Blurry');
+    await skippedInput(page).press('Enter');
+    await expect(page.locator('#tag-skipped-problem')).toHaveText('Already in the list.');
+    await expect(skippedInput(page)).toHaveAttribute('aria-invalid', 'true');
+    await skippedInput(page).fill('a, b');
+    await skippedInput(page).press('Enter');
+    await expect(page.locator('#tag-skipped-problem')).toHaveText('No commas or line breaks.');
+    // Remove zebra, then save.
+    await skippedChips(page).last().getByRole('button', { name: 'Remove zebra', exact: true }).click();
+    await expect(skippedChips(page)).toHaveCount(2);
+    await expect(status(page)).toHaveText('Unsaved changes.');
+    await save(page).click();
+    await expect(status(page)).toHaveText('Saved to the server configuration.');
+    expect((await serverJson(request, SETTINGS_URL)).settings.autotag_skipped_tags).toEqual(['blurry', 'light']);
+    await openTagging(page);
+    await expect(skippedChips(page)).toHaveText(['blurry2×', 'light1×']);
+    // Removing a chip and adding it back is no change.
+    await skippedChips(page).last().getByRole('button', { name: 'Remove light', exact: true }).click();
+    await expect(status(page)).toHaveText('Unsaved changes.');
+    await skippedInput(page).fill('light');
+    await skippedInput(page).press('Enter');
+    await expect(status(page)).toHaveText('No unsaved changes.');
+});
+
+test('skipped tags preview checks library tags only without a label list, and a refused save highlights it', async ({ page, request }) => {
+    await expect(await request.post('/__test__/tagging/defaults', { data: { general: 0.35, character: 0.85, limit: 10,
+        labels: false } })).toBeOK();
+    await openTagging(page);
+    const answer = page.waitForResponse(item => item.url().endsWith(SKIPPED_PREVIEW));
+    await skippedInput(page).fill('blurry');
+    await skippedInput(page).press('Enter');
+    await answer;
+    await expect(skippedPreview(page)).toHaveText('Hides 0 tags from suggestions. Checked against library tags only; no WD14 '
+        + 'label list is downloaded. Tags already on images are not changed.');
+    // The server is the authority: a list it refuses keeps the draft, says why and highlights the block.
+    await page.route(`**${SETTINGS_URL}`, route => (route.request().method() === 'POST'
+        ? route.fulfill({ status: 400, contentType: 'application/json',
+            body: JSON.stringify({ success: false, error: 'Skipped tags: entry 1 is empty.' }) })
+        : route.fallback()));
+    await save(page).click();
+    await expect(status(page)).toHaveText('Skipped tags: entry 1 is empty.');
+    await expect(skippedBlock(page)).toHaveAttribute('aria-invalid', 'true');
+    await page.unrouteAll({ behavior: 'ignoreErrors' });
+});
+
+// D203 (#431): Saved instructions: Built-in read-only, New, edit, per-engine defaults, Delete resets a default, Save
+// preferences and a reload; the server pairs the two keys. D205: the batch review names the engine's default.
+const instructionOption = (page, name) => page.locator('#instruction-list [role="option"]').filter({ has: page.locator(`span:text-is("${name}")`) });
+
+test('saved instructions: new, edit, per-engine default, delete, save and reload (D203)', async ({ page, request }) => {
+    await openTagging(page);
+    const settings = (await serverJson(request, SETTINGS_URL)).settings;
+    await expect(page.locator('#instructions-count')).toHaveText('1 of 20 saved · Built\u2011in is not counted.');
+    await expect(page.locator('#instruction-list [role="option"] > span:first-child')).toHaveText(['Built-in', 'Describe the image']);
+    await expect(page.locator('#instruction-name')).toHaveValue('Built-in');
+    await expect(page.locator('#instruction-text')).toHaveValue(settings.autotag_builtin_instructions);
+    await expect(page.locator('#instruction-text')).toHaveAttribute('readonly', '');
+    await expect(page.locator('#instruction-delete')).toBeDisabled();
+    await expect(page.locator('#instruction-default-gguf')).toHaveValue(settings.autotag_instructions[0].id);
+    // + New, then name and text it, and make it HuggingFace's default.
+    await page.locator('#instruction-new').click();
+    await expect(page.locator('#instruction-name')).toHaveValue('New instructions');
+    await expect(page.locator('#instruction-note')).toHaveText('The text must not be empty.');
+    await page.locator('#instruction-name').fill('Photo realism');
+    await page.locator('#instruction-text').fill('Tag camera angle and lighting.');
+    await expect(page.locator('#instruction-text').locator('xpath=..').locator('label .muted')).toHaveText('30 of 4,000 characters');
+    await page.locator('#instruction-default-hf').selectOption({ label: 'Photo realism' });
+    await expect(instructionOption(page, 'Photo realism').locator('.chip')).toHaveText(['Default for HuggingFace']);
+    await expect(status(page)).toHaveText('Unsaved changes.');
+    await save(page).click();
+    await expect(status(page)).toHaveText('Saved to the server configuration.');
+    let saved = (await serverJson(request, SETTINGS_URL)).settings;
+    expect(saved.autotag_instructions.map(entry => [entry.name, entry.text])).toEqual([['Describe the image', 'Describe the image'],
+        ['Photo realism', 'Tag camera angle and lighting.']]);
+    expect(saved.autotag_default_instructions.hf).toBe(saved.autotag_instructions[1].id);
+    // A reload shows the saved list; deleting GGUF's default resets it to Built-in and says so.
+    await openTagging(page);
+    await instructionOption(page, 'Describe the image').click();
+    await page.locator('#instruction-delete').click();
+    await expect(page.locator('#instruction-reset')).toHaveText('GGUF now uses Built-in.');
+    await expect(page.locator('#instruction-default-gguf')).toHaveValue('builtin');
+    await save(page).click();
+    await expect(status(page)).toHaveText('Saved to the server configuration.');
+    saved = (await serverJson(request, SETTINGS_URL)).settings;
+    expect(saved.autotag_instructions.map(entry => entry.name)).toEqual(['Photo realism']);
+    expect(saved.autotag_default_instructions.gguf).toBe('builtin');
+    expect(saved.autotag_template).toBe(saved.autotag_builtin_instructions);
+});
+
+test('a refused instructions save names the entry and highlights the block (D203)', async ({ page }) => {
+    await openTagging(page);
+    await page.locator('#instruction-duplicate').click();
+    await page.locator('#instruction-name').fill('describe the IMAGE');
+    await expect(page.locator('#instruction-note')).toHaveText('The name “describe the IMAGE” is already used.');
+    await save(page).click();
+    await expect(status(page)).toHaveText('Saved instructions: entry 2 name “describe the IMAGE” is already used.');
+    await expect(surface(page).locator('.setting-block[data-setting="tag-instructions"]')).toHaveAttribute('aria-invalid', 'true');
+});
+
+test('the batch review names the language model\'s default instructions (D205)', async ({ page }) => {
+    await openTagging(page);
+    await page.locator('#tag-model').selectOption('gguf');
+    await page.locator('#tag-existing').selectOption('merge');
+    const answer = page.waitForResponse(item => item.url().endsWith(PREVIEW_URL));
+    await reviewButton(page).click();
+    await answer;
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Review tag output images');
+    const grid = await gridOf(page);
+    expect(grid.slice(-3)).toEqual([['Instructions', 'Describe the image'], ['Settings', 'Up to 10 tags per image'],
+        grid.at(-1)]);
+    // The batch sends the default's text.
+    const start = page.waitForRequest(item => item.url().endsWith('/prompt_manager/jobs/autotag'));
+    await dialog(page).getByRole('button', { name: 'Start tagging', exact: true }).click();
+    expect((await start).postDataJSON().options).toEqual({ instructions: 'Describe the image' });
+});

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

@@ -341,3 +341,21 @@ test('a running scan makes the start report busy', async ({ page, request }) =>
         await request.post(`/__test__/jobs/${scan.job.id}/finish`, { data: { state: 'finished' } });
     }
 });
+
+// D204 (#431): Auto-tag selected has the same picker; the job sends the text the dialog shows.
+test('Auto-tag selected picks saved instructions and sends the text shown (D204)', async ({ page }) => {
+    await select(page, FIRST);
+    await barButton(page, 'Auto-tag selected').click();
+    await expect(title(page)).toHaveText('Auto-tag selected images');
+    const body = modal(page).locator('#modal-body');
+    await body.getByRole('combobox', { name: 'Tagging model', exact: true }).selectOption('gguf');
+    const pick = body.getByRole('combobox', { name: 'Saved instructions', exact: true });
+    await expect(pick).toHaveAttribute('id', 'bulk-tag-instructions-pick');
+    await expect(pick.locator('option')).toHaveText(['Built-in', 'Describe the image · default']);
+    const text = body.getByRole('textbox', { name: 'Tagging instructions', exact: true });
+    await text.fill('Bulk one-off.');
+    await expect(pick.locator('option:checked')).toHaveText('Edited for this run');
+    const started = jobStart(page);
+    await actionButtons(page).filter({ hasText: 'Start auto-tagging' }).click();
+    expect((await started).postDataJSON().options.instructions).toBe('Bulk one-off.');
+});

tests/browser/workspace-tagging.spec.mjs

@@ -4,7 +4,7 @@
 import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
 import { test, expect } from './fixtures.mjs';
 import { saveImageTags } from './concept-inventory.mjs';
-import { taggingInventory } from './tagging-canonical-comparison.mjs';
+import { FIXTURE_INSTRUCTIONS_ID, taggingInventory } from './tagging-canonical-comparison.mjs';
 
 const images = '/prompt_manager/workspace#/images';
 const MODULE = '/prompt_manager/js/workspace/image-tagging.mjs';
@@ -849,3 +849,61 @@ test('a failed listing re-read after a save says so and keeps the cards (M2)', a
     await expect(page.locator('#gallery-continuation [aria-disabled="true"]')).toHaveCount(0);
     await page.unroute(failing);
 });
+
+// #431: the saved Skipped tags hide matching suggestions before the limit (WD14 fills it from lower scores), and the
+// chip hint says how many were not suggested.
+test('suggestions omit skipped tags and say how many were hidden', async ({ page, request }) => {
+    await expect(await request.post('/__test__/tagging/defaults', { data: { general: 0.35, character: 0.85, limit: 4,
+        skipped: ['desert', 'rock'] } })).toBeOK();
+    await openTag(page);
+    const answer = await (await generated(page)).json();
+    expect(answer.skipped).toBe(2);
+    await expect(chips(page).locator(':scope > span:first-child')).toHaveText(['sandstone', 'arch', 'sky', 'dune']);
+    await expect(dialog(page).locator('#tag-suggestions > p.small')).toHaveText(`${CHIP_HINT} 2 skipped tags were not suggested.`);
+});
+
+// D204 (#431): the Saved instructions select above Tagging instructions: the engine default, a pick, a one-off edit
+// ("Edited for this run" and the muted note), an engine switch resets, WD14 hides both; Generate sends the text shown.
+test('the saved instructions picker fills, edits one-off and resets per engine (D204)', async ({ page, request }) => {
+    const settings = await (await request.get('/prompt_manager/settings')).json();
+    const builtin = settings.settings.autotag_builtin_instructions;
+    await openTag(page);
+    const options = dialog(page).locator('#image-tag-model-options');
+    const pick = options.getByRole('combobox', { name: 'Saved instructions', exact: true });
+    const text = options.getByRole('textbox', { name: 'Tagging instructions', exact: true });
+    const note = options.locator('.instructions-edited');
+    await expect(pick).toHaveCount(0);
+    await model(page).selectOption('gguf');
+    await expect(pick.locator('option')).toHaveText(['Built-in', 'Describe the image · default']);
+    await expect(pick).toHaveAttribute('id', 'image-tag-instructions-pick');
+    await expect(text).toHaveValue('Describe the image');
+    await expect(note).toBeHidden();
+    // A keyboard pick (the select focused) keeps focus on the select the fields are re-rendered with.
+    await pick.focus();
+    await pick.selectOption('builtin');
+    await expect(text).toHaveValue(builtin);
+    await expect(pick).toBeFocused();
+    await text.fill('Only the sky.');
+    await expect(text).toHaveAttribute('aria-describedby', 'image-tag-instructions-pick-note');
+    await expect(pick.locator('option:checked')).toHaveText('Edited for this run');
+    await expect(pick.locator('option[value="edited"]')).toBeDisabled();
+    await expect(note).toHaveText('Edits apply to this run only. Manage saved instructions in System › Auto-tagging.');
+    await expect(text).toBeFocused();
+    // Generate sends the edited text; the saved entries are unchanged.
+    const sent = page.waitForRequest(item => item.url().endsWith('/image-annotations/suggest'));
+    await generate(page).click();
+    expect((await sent).postDataJSON().options.instructions).toBe('Only the sky.');
+    // Choosing an entry replaces the edit; switching engines starts from the new engine's default.
+    await pick.selectOption('builtin');
+    await expect(text).toHaveValue(builtin);
+    await expect(note).toBeHidden();
+    await text.fill('Edited again.');
+    await model(page).selectOption('hf');
+    await expect(text).toHaveValue('Describe the image');
+    await expect(pick).toHaveValue(FIXTURE_INSTRUCTIONS_ID);
+    await model(page).selectOption('wd14-vit');
+    await expect(pick).toHaveCount(0);
+    await expect(text).toHaveCount(0);
+    expect((await (await request.get('/prompt_manager/settings')).json()).settings.autotag_instructions)
+        .toEqual(settings.settings.autotag_instructions);
+});

tests/browser/workspace.spec.mjs

@@ -135,34 +135,11 @@ test('/prompt_manager/web lands on the workspace Library and Back does not bounc
     await expect(main.getByRole('heading', { level: 1, name: 'Overview', exact: true })).toBeVisible();
 });
 
-// D165 (#525, maintainer ruling): a discreet line under System is the workspace's only visible way to the legacy pages.
-test('System Overview links the legacy pages discreetly, and each one loads (#525)', async ({ page, context }) => {
+// #620: the old pages are on their way out (notice since 3.5.1), so the workspace no longer links them.
+test('System no longer links the old pages (#620)', async ({ page }) => {
     await page.goto(`${workspace}#/system/overview`);
-    const line = page.locator('#workspace-main .legacy-pages');
-    await expect(line).toBeVisible();
-    await expect(line).toContainText('Legacy pages');
-    const links = line.getByRole('link');
-    await expect(links).toHaveCount(4);
-    for (const [name, url, ready] of [
-        ['Dashboard', '/prompt_manager/admin', '#addPromptBtn'],
-        ['Tags', '/prompt_manager/admin#/tags', '#addPromptBtn'],
-        ['Gallery', '/prompt_manager/gallery', 'body'],
-        ['Metadata viewer', '/prompt_manager/gallery.html', 'body'],
-    ]) {
-        const opened = context.waitForEvent('page');
-        await line.getByRole('link', { name, exact: true }).click();
-        const tab = await opened;
-        await tab.waitForLoadState('domcontentloaded');
-        const target = new URL(tab.url());
-        expect(target.pathname + target.hash).toBe(url);
-        await expect(tab.locator(ready).first()).toBeAttached();
-        await tab.close();
-    }
-    // Only on System's Overview section, and gone with the page.
-    await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Appearance', exact: true }).click();
-    await expect(line).toBeHidden();
-    await page.goto(`${workspace}#/library`);
-    await expect(page.locator('#workspace-main .legacy-pages')).toHaveCount(0);
+    await expect(page.locator('#workspace-main h1')).toHaveText('System');
+    await expect(page.locator('#workspace-main a[href*="/admin"], #workspace-main a[href*="/gallery"]')).toHaveCount(0);
 });
 
 const bootFailure = page => page.locator('#workspace-boot-failure');
@@ -175,7 +152,7 @@ test('a healthy workspace never shows the load failure message (#525)', async ({
 });
 
 for (const [label, pattern] of [['the entry module', '**/js/workspace/index.mjs*'], ['a dependency', '**/js/workspace/state.mjs*']]) {
-    test(`when ${label} fails to load the page still offers the legacy pages (#525)`, async ({ page }) => {
+    test(`when ${label} fails to load the page offers a reload and ComfyUI (#525, #620)`, async ({ page }) => {
         const pageErrors = [];
         page.on('pageerror', error => pageErrors.push(error.message));
         await page.route(pattern, route => route.abort());
@@ -183,19 +160,17 @@ for (const [label, pattern] of [['the entry module', '**/js/workspace/index.mjs*
         const failure = bootFailure(page);
         await expect(failure).toBeVisible();
         await expect(failure).toHaveAttribute('role', 'alert');
-        const dashboard = failure.getByRole('link', { name: 'Dashboard', exact: true });
-        await expect(dashboard).toBeVisible();
-        await expect(failure.getByRole('link')).toHaveCount(4);
-        await dashboard.click();
-        await expect(page).toHaveURL(/\/prompt_manager\/admin$/);
+        await expect(failure.getByRole('link', { name: 'Reload the page', exact: true })).toHaveAttribute('href', 'workspace');
+        await expect(failure.getByRole('link', { name: 'ComfyUI', exact: true })).toHaveAttribute('href', '../');
+        await expect(failure.getByRole('link')).toHaveCount(2);
         expect(pageErrors).toEqual([]);
     });
 }
 
-test('when a module throws while starting the page still offers the legacy pages (#525)', async ({ page }) => {
+test('when a module throws while starting the page still offers a reload (#525, #620)', async ({ page }) => {
     await page.route('**/js/workspace/state.mjs*', route => route.fulfill({ contentType: 'text/javascript', body: "throw new Error('boot failure');" }));
     await page.goto(`${workspace}#/library`);
-    await expect(bootFailure(page).getByRole('link', { name: 'Dashboard', exact: true })).toBeVisible();
+    await expect(bootFailure(page).getByRole('link', { name: 'Reload the page', exact: true })).toBeVisible();
     // The broken module's own error is this test's premise, not a failure of the page.
     page.workspaceErrors.length = 0;
 });
@@ -569,7 +544,7 @@ test('System is native: the concept shell, section navigation, sections and the
     // D92: no "Sample configuration" chip.
     await expect(main.locator('.heading .chip')).toHaveCount(0);
     expect(await main.evaluate(node => [...node.children].map(child => `${child.localName}.${child.className}`)))
-        .toEqual(['div.heading', 'div.section-nav', 'div.settings-layout', 'p.small legacy-pages']);
+        .toEqual(['div.heading', 'div.section-nav', 'div.settings-layout']);
     const nav = main.getByRole('group', { name: 'System sections', exact: true });
     await expect(nav.getByRole('button')).toHaveText(SYSTEM_SECTION_LABELS);
     await expect(nav.getByRole('button', { name: 'Overview', exact: true })).toHaveAttribute('aria-pressed', 'true');

tests/browser/workspace_system_fixture.py

@@ -41,6 +41,11 @@ read. These per-server hooks only change what a System test needs on top:
 - ``POST /__test__/system/duplicate-prompts`` (S7) adds two prompts whose
   text differs only in case and spacing (a duplicate prompt text group);
   ``{"again": true}`` adds a third, so a reviewed plan no longer matches;
+- ``POST /__test__/system/pair-metadata`` (#550) saves two saved pairs the
+  way the Pair node did before #546 (the pair holds the category and tags,
+  its new positive prompt none): ``S550 lantern`` (category ``night``, tags
+  ``s550-glow``, ``s550-warm``) fills; ``S550 harbor`` was edited after it was
+  saved, so the plan keeps it;
 - ``POST /__test__/system/duplicate-files`` (S7) writes one PNG's bytes three
   times: ``output/s7-dupes/same.png``, ``input/s7-dupes/same.png`` (the same
   relative path in the other source) and ``output/s7-dupes/copy.png``;
@@ -344,6 +349,25 @@ def register_system_commands(app, routes, api, root: Path):
             conn.commit()
         return web.json_response({"success": True})
 
+    @routes.post("/__test__/system/pair-metadata")
+    async def pair_metadata(request):
+        def seed():
+            api.db.save_prompt_pair(
+                "S550 lantern",
+                "S550 blurry",
+                category="night",
+                tags=["s550-glow", "s550-warm"],
+            )
+            api.db.save_prompt_pair("S550 harbor", category="night")
+            with api.db.model.get_connection() as conn:
+                conn.execute(
+                    "UPDATE prompts SET updated_at='2099-01-01T00:00:00+00:00' "
+                    "WHERE text='S550 harbor'"
+                )
+
+        await api._run_in_executor(seed)
+        return web.json_response({"success": True})
+
     @routes.post("/__test__/system/duplicate-files")
     async def duplicate_files(request):
         body = await request.json() if request.can_read_body else {}

tests/browser/workspace_tagging_fixture.py

@@ -226,6 +226,7 @@ def register_tagging_commands(
         return download["result"]
 
     _set_defaults(model, DEFAULTS)  # the server starts on the standard ones
+    _write_labels(model, True)
 
     @routes.post("/__test__/tagging/reset")
     async def reset(request: web.Request) -> web.Response:
@@ -244,6 +245,7 @@ def register_tagging_commands(
         model.loaded = None
         restore_download()
         _set_defaults(model, DEFAULTS)
+        await api._run_in_executor(_write_labels, model, True)
         # 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.
         await api._run_in_executor(api.close_annotation_captures)
@@ -353,13 +355,22 @@ def register_tagging_commands(
 
         ``{"general": g, "character": c, "limit": n}``: the WD14 thresholds
         (in [0, 1]) and the persisted suggestion count (1..100), so a test can
-        tell the server's values from the dialog's built-in ones. Reset
-        restores the standard 0.35 / 0.85 / 10.
+        tell the server's values from the dialog's built-in ones. Optional
+        ``skipped`` sets the saved Skipped tags (#431) and ``labels`` (true or
+        false) writes or removes the fake WD14 SwinV2 label list the Skipped
+        tags preview reads. Reset restores the standard 0.35 / 0.85 / 10, no
+        skipped tags and the label list.
         """
         data = await request.json() if request.can_read_body else None
         if request.query or not _valid_defaults(data):
             raise web.HTTPBadRequest()
         _set_defaults(model, (data["general"], data["character"], data["limit"]))
+        if "skipped" in data:
+            from py.config import AutotagConfig
+
+            AutotagConfig.SKIPPED_TAGS = tuple(data["skipped"])
+        if "labels" in data:
+            await api._run_in_executor(_write_labels, model, data["labels"])
         return web.json_response({"success": True})
 
     @routes.get("/__test__/tagging/captures")
@@ -380,10 +391,15 @@ DOWNLOAD_HOLD_LIMIT_S = 60
 DEFAULTS = (0.35, 0.85, 10)
 
 
+# The saved "Describe the image" entry's id (#431).
+FIXTURE_INSTRUCTIONS_ID = "d35c71be0a1e"
+
+
 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)."""
+    puts back the saved model, batch policy, skipped tags and instructions
+    (the fake model's short instructions, which the concept comparisons
+    show)."""
     from py.config import AutotagConfig
 
     general, character, limit = values
@@ -393,7 +409,48 @@ def _set_defaults(model, values) -> None:
     if values == DEFAULTS:
         AutotagConfig.MODEL_TYPE = "wd14-swinv2"
         AutotagConfig.EXISTING = "skip"
-        AutotagConfig.TEMPLATE = model.default_prompt
+        # #431: Built-in is always the shipped text, so the fake model's short
+        # instructions are a saved entry, the default of both engines (the
+        # concept comparisons show it).
+        AutotagConfig.INSTRUCTIONS = (
+            {
+                "id": FIXTURE_INSTRUCTIONS_ID,
+                "name": model.default_prompt,
+                "text": model.default_prompt,
+            },
+        )
+        AutotagConfig.DEFAULT_INSTRUCTIONS = {
+            "gguf": FIXTURE_INSTRUCTIONS_ID,
+            "hf": FIXTURE_INSTRUCTIONS_ID,
+        }
+        AutotagConfig._LEGACY_TEMPLATE = None
+        AutotagConfig.SKIPPED_TAGS = ()
+
+
+# The fake WD14 SwinV2 label list (general 0, character 4, rating 9): the
+# names the Skipped tags preview checks beside the library's tags (#431).
+FAKE_LABELS = (
+    ("blurry", "0"),
+    ("blurry_background", "0"),
+    ("signature", "0"),
+    ("watermark", "0"),
+    ("t-shirt", "0"),
+    ("half-closed_eyes", "0"),
+    ("saber_(fate)", "4"),
+    ("general", "9"),
+)
+
+
+def _write_labels(model, present: bool) -> None:
+    """Write (or remove) the fake label list under the fake models folder."""
+    path = Path(model.models_dir) / "WD14-SwinV2" / "selected_tags.csv"
+    if not present:
+        path.unlink(missing_ok=True)
+        return
+    path.parent.mkdir(parents=True, exist_ok=True)
+    lines = ["tag_id,name,category,count"]
+    lines += [f"{i},{name},{cat},1" for i, (name, cat) in enumerate(FAKE_LABELS)]
+    path.write_text("\n".join(lines) + "\n", encoding="utf-8")
 
 
 def _valid_defaults(data: object) -> bool:
@@ -402,9 +459,20 @@ def _valid_defaults(data: object) -> bool:
         and not isinstance(value, bool)
         and 0 <= value <= 1
     )
+    optional = {"skipped", "labels"}
+    if isinstance(data, dict) and "skipped" in data:
+        try:
+            from py.tagging_defaults import validate_skipped_tags
+
+            validate_skipped_tags(data["skipped"])
+        except ValueError:
+            return False
+    if isinstance(data, dict) and not isinstance(data.get("labels", True), bool):
+        return False
     return (
         isinstance(data, dict)
-        and set(data) == {"general", "character", "limit"}
+        and {"general", "character", "limit"} <= set(data)
+        and set(data) <= {"general", "character", "limit"} | optional
         and unit(data["general"])
         and unit(data["character"])
         and type(data["limit"]) is int

tests/fixtures/legacy_contract_snapshot.json

@@ -105,6 +105,7 @@
     "POST /prompt_manager/autotag/batch/preview",
     "POST /prompt_manager/autotag/download/{model_type}",
     "POST /prompt_manager/autotag/single",
+    "POST /prompt_manager/autotag/skipped-tags/preview",
     "POST /prompt_manager/autotag/start",
     "POST /prompt_manager/autotag/unload",
     "POST /prompt_manager/bulk/category",
@@ -187,10 +188,14 @@
     "monitor.scheduled",
     "revision",
     "settings",
+    "settings.autotag_builtin_instructions",
     "settings.autotag_character_threshold",
+    "settings.autotag_default_instructions",
     "settings.autotag_existing",
     "settings.autotag_general_threshold",
+    "settings.autotag_instructions",
     "settings.autotag_model_type",
+    "settings.autotag_skipped_tags",
     "settings.autotag_suggestion_limit",
     "settings.autotag_template",
     "settings.cpu_count",

tests/js/prompt-sender.test.js

@@ -255,7 +255,8 @@ test('All is offered only with two or more eligible nodes and is never selected
 test('Apply to All previews every node first, then sends one after another in node id order',async()=>{
     const {createSendSession,ALL_NODES}=await source;const s=await allSession(createSendSession);
     s.session.selectTarget(ALL_NODES);await s.session.apply();
-    assert.deepEqual(order(s.calls),['preview 2','preview 9','preview 10','apply 2','preview 9','apply 9','preview 10','apply 10']);
+    // Each node takes a fresh ticket, the first too: the host keeps only its latest 100 (#593).
+    assert.deepEqual(order(s.calls),['preview 2','preview 9','preview 10','preview 2','apply 2','preview 9','apply 9','preview 10','apply 10']);
     assert.equal(s.session.state.phase,'success');assert.equal(s.session.state.message,'Sent to 3 of 3 nodes in Flow - ComfyUI.');
     await s.session.apply();assert.equal(s.calls.filter(call=>call[0]==='apply').length,3);s.session.dispose();
 });
@@ -363,3 +364,48 @@ test('a changed prepend or append after the review refuses that node',async()=>{
     assert.deepEqual(s.calls.filter(call=>call[0]==='apply').map(call=>call[1]),['2','10']);
     assert.match(s.session.state.message,/^Sent to 2 of 3 nodes in Flow - ComfyUI\. #9 Node 9: Its prompt changed since the preview\./);s.session.dispose();
 });
+
+// #593: Send to All through the real Toolkit bridge and the real adapter, as the review bot reproduced it.
+function realWindow(count) {
+    const listeners=new Set();
+    const channelFactory=()=>{const own=new Set();return{
+        addEventListener(type,listener){if(type==='message'){own.add(listener);listeners.add(listener);}},removeEventListener(type,listener){listeners.delete(listener);},
+        postMessage(data){for(const listener of [...listeners])if(!own.has(listener))queueMicrotask(()=>listener({data:structuredClone(data),origin:'https://comfy.example'}));},close(){},
+    };};
+    // Like LiteGraph, a widget write moves the version of the graph it is in.
+    const graph=()=>{const made={_version:1,setDirtyCanvas(){made._version++;}};made._nodes=Array.from({length:count},(_,index)=>{
+        const widgets=['text','prepend_text','append_text'].map(name=>({name,value:name==='text'?'old':'',inputEl:{value:name==='text'?'old':''}}));
+        return {id:index+1,type:'PromptManager',title:`Node ${index+1}`,widgets,widgets_values:widgets.map(widget=>widget.value),inputs:[],setDirtyCanvas(){}};
+    });return made;};
+    return {channelFactory,graph};
+}
+async function realSend(count,{afterFirstApply}={}) {
+    const {createSendSession,ALL_NODES}=await source;
+    const {createBridgeHost,createBridgeClient}=await import('../../web/js/shared/toolkit/prompt-bridge.js');
+    const {createPromptAdapter}=await import('../../web/js/prompt-bridge-adapter.js');
+    const win=realWindow(count);const app={graph:win.graph(),canvas:{}};
+    const adapter=createPromptAdapter(app,{runtime:{}});let applied=0;
+    const watched={...adapter,apply(snapshot){const result=adapter.apply(snapshot);if(++applied===1)afterFirstApply?.(app,win);return result;}};
+    const options={namespace:'/prompt_manager/',origin:'https://comfy.example',channelFactory:win.channelFactory};
+    const host=createBridgeHost({...options,label:'Flow - ComfyUI',adapter:watched});
+    const client=createBridgeClient(options);
+    const session=createSendSession({client,roles:{positive:'new'},onChange:()=>{}});
+    try {
+        await session.discover();session.selectTarget(ALL_NODES);await session.apply();
+        return {state:session.state,app};
+    } finally { session.dispose();host.dispose(); }
+}
+test('All refuses the later nodes when another workflow is loaded after the first send (#593)',async()=>{
+    let first;
+    const {state,app}=await realSend(3,{afterFirstApply:(target,win)=>{first=target.graph;target.graph=win.graph();target.graph._version=first._version;}});
+    // The new workflow has the same ids, text and composition, and even the same graph version: only node identity differs.
+    assert.equal(first._nodes[0].widgets[0].value,'new');
+    assert.deepEqual(app.graph._nodes.map(node=>node.widgets[0].value),['old','old','old']);
+    assert.equal(state.phase,'error');
+    assert.match(state.message,/^Sent to 1 of 3 nodes in Flow - ComfyUI\. #2 Node 2: The workflow changed since this window was found\./);
+});
+test('All sends to every node of a window with more than 100 of them (#593)',async()=>{
+    const {state,app}=await realSend(101);
+    assert.equal(state.message,'Sent to 101 of 101 nodes in Flow - ComfyUI.');
+    assert.ok(app.graph._nodes.every(node=>node.widgets[0].value==='new'));
+});

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

@@ -53,8 +53,12 @@ function observed(overrides = {}, capture = {}) {
         ...overrides,
     };
 }
+// #431: the saved instructions; the fixture's entry is the default of both engines.
+const SAVED_ENTRY = { id: '0123456789ab', name: 'Saved', text: DEFAULT_PROMPT };
 const models = (overrides = {}) => ({
-    success: true, models: { 'wd14-swinv2': { downloaded: true } }, default_prompt: DEFAULT_PROMPT,
+    success: true, models: { 'wd14-swinv2': { downloaded: true } },
+    instructions: [{ id: 'builtin', name: 'Built-in', text: 'Built-in text.' }, SAVED_ENTRY],
+    default_instructions: { gguf: SAVED_ENTRY.id, hf: SAVED_ENTRY.id },
     wd14_general_threshold: 0.35, wd14_character_threshold: 0.85, suggestion_limit: 10, ...overrides,
 });
 const SANDSTONE = [
@@ -244,10 +248,13 @@ test('dialog starts on the saved model unless a preset or the user chose one', a
 });
 
 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' }))]) {
+    for (const route of [() => fail(500, null), () => response(200, models({ instructions: 4, suggestion_limit: 0, wd14_general_threshold: 2, wd14_character_threshold: 'x' }))]) {
         const { c } = await opened({ [`GET ${MODELS}`]: route });
         assert.equal(c.state.phase, 'ready');
-        assert.deepEqual({ ...c.state.options }, { general_threshold: 0.35, character_threshold: 0.85, instructions: '', suggestion_limit: 10 });
+        // #431: the client's Built-in copy (D204's read failure).
+        const { BUILTIN_INSTRUCTIONS } = await load();
+        assert.deepEqual({ ...c.state.options }, { general_threshold: 0.35, character_threshold: 0.85, instructions: BUILTIN_INSTRUCTIONS,
+            suggestion_limit: 10 });
     }
 });
 
@@ -936,3 +943,99 @@ test('#515: text typed before Retry after a failed first observation follows the
     assert.equal(c.state.manual, 'Minimal, warm_light, dunes');
     assert.equal(c.state.statusText, '');
 });
+
+test('the chip hint says how many skipped tags were not suggested (#431)', async () => {
+    const { skippedNote } = await load();
+    assert.equal(skippedNote(0), '');
+    assert.equal(skippedNote(undefined), '');
+    assert.equal(skippedNote(1), ' 1 skipped tag was not suggested.');
+    assert.equal(skippedNote(2), ' 2 skipped tags were not suggested.');
+    for (const [skipped, hint] of [[2, 'Remove anything you do not want to add. 2 skipped tags were not suggested.'],
+        [0, 'Remove anything you do not want to add.'], ['3', 'Remove anything you do not want to add.']]) {
+        const { c } = await opened({ [`POST ${SUGGEST}`]: () => response(200, { ...suggested(), skipped }) });
+        await c.generate();
+        assert.equal(c.state.chipHint, hint, String(skipped));
+    }
+});
+
+// D204 (#431): the Saved instructions picker of both dialogs.
+const PHOTO_ENTRY = { id: '0123456789ac', name: 'Photo', text: 'Photo tags.' };
+const picker = (overrides = {}) => ({ [`GET ${MODELS}`]: () => response(200, models({ model_type: 'gguf',
+    instructions: [{ id: 'builtin', name: 'Built-in', text: 'Built-in text.' }, SAVED_ENTRY, PHOTO_ENTRY],
+    default_instructions: { gguf: SAVED_ENTRY.id, hf: PHOTO_ENTRY.id }, ...overrides })) });
+
+test('the picker starts at the engine default; a pick replaces the text and an edit is one-off (D204)', async () => {
+    const { c } = await opened(picker());
+    assert.deepEqual([c.state.instructionId, c.state.options.instructions, c.state.instructionsEdited], [SAVED_ENTRY.id, DEFAULT_PROMPT, false]);
+    const revision = c.state.optionsRevision;
+    c.pickInstructions(PHOTO_ENTRY.id);
+    assert.deepEqual([c.state.instructionId, c.state.options.instructions, c.state.instructionsEdited], [PHOTO_ENTRY.id, 'Photo tags.', false]);
+    assert.equal(c.state.optionsRevision, revision + 1, 'a pick re-renders the textarea');
+    c.setOption('instructions', 'Photo tags, please.');
+    assert.equal(c.state.instructionsEdited, true);
+    assert.equal(c.state.optionsRevision, revision + 1, 'typing never re-renders');
+    // Choosing an entry again replaces the edit without asking; an unknown id changes nothing.
+    c.pickInstructions(PHOTO_ENTRY.id);
+    assert.deepEqual([c.state.options.instructions, c.state.instructionsEdited], ['Photo tags.', false]);
+    c.pickInstructions('nope');
+    assert.equal(c.state.instructionId, PHOTO_ENTRY.id);
+    // Switching engines resets to the new engine's default and drops a one-off edit; WD14 is never "edited".
+    c.setOption('instructions', 'edited');
+    c.setModel('hf');
+    assert.deepEqual([c.state.instructionId, c.state.options.instructions, c.state.instructionsEdited], [PHOTO_ENTRY.id, 'Photo tags.', false]);
+    c.setModel('wd14-vit');
+    assert.equal(c.state.instructionsEdited, false);
+    c.setModel('gguf');
+    assert.deepEqual([c.state.instructionId, c.state.options.instructions], [SAVED_ENTRY.id, DEFAULT_PROMPT]);
+    c.dispose();
+});
+
+test('a preset shows the entry with its text, else "Edited for this run" (D204)', async () => {
+    const { c } = await opened(picker(), { preset: { model: 'hf', options: { instructions: DEFAULT_PROMPT } } });
+    assert.deepEqual([c.state.instructionId, c.state.instructionsEdited], [SAVED_ENTRY.id, false]);
+    const { c: other } = await opened(picker(), { preset: { model: 'hf', options: { instructions: 'Something else' } } });
+    assert.deepEqual([other.state.instructionId, other.state.options.instructions, other.state.instructionsEdited],
+        [PHOTO_ENTRY.id, 'Something else', true]);
+    for (const controller of [c, other]) controller.dispose();
+});
+
+test('a models read without instructions offers Built-in only with the client copy (D204)', async () => {
+    const { BUILTIN_INSTRUCTIONS, readChoices } = await load();
+    assert.equal(BUILTIN_INSTRUCTIONS.startsWith('Generate only comma-separated Danbooru tags'), true);
+    for (const value of [null, {}, { instructions: [] }, { instructions: [{ id: 'x', name: 'X', text: 'y' }] }]) {
+        assert.deepEqual(readChoices(value).entries.map(entry => entry.id), ['builtin'], JSON.stringify(value));
+    }
+    // A default naming no entry is Built-in.
+    assert.deepEqual({ ...readChoices({ instructions: [{ id: 'builtin', name: 'Built-in', text: 't' }], default_instructions: { gguf: 'gone' } }).defaults },
+        { gguf: 'builtin', hf: 'builtin' });
+    const { c } = await opened(picker({ instructions: 'broken' }));
+    assert.deepEqual([c.state.instructionId, c.state.options.instructions], ['builtin', BUILTIN_INSTRUCTIONS]);
+    c.dispose();
+});
+
+test('the bulk options pick and reset like the Tag image dialog (D204)', async () => {
+    const { createTaggingOptionsController } = await load();
+    const options = createTaggingOptionsController({ api: harness(defaultRoutes(picker())).api });
+    await options.open();
+    assert.deepEqual([options.state.model, options.state.instructionId, options.state.options.instructions], ['gguf', SAVED_ENTRY.id, DEFAULT_PROMPT]);
+    options.pickInstructions(PHOTO_ENTRY.id);
+    assert.equal(options.request().options.instructions, 'Photo tags.');
+    options.setOption('instructions', 'One-off.');
+    assert.equal(options.state.instructionsEdited, true);
+    assert.equal(options.request().options.instructions, 'One-off.');
+    options.setModel('hf');
+    assert.deepEqual([options.state.instructionId, options.state.instructionsEdited], [PHOTO_ENTRY.id, false]);
+    options.pickInstructions('nope');
+    options.dispose();
+    options.pickInstructions(SAVED_ENTRY.id);
+    assert.equal(options.state.instructionId, PHOTO_ENTRY.id);
+});
+
+test('the client Built-in copy equals the server DEFAULT_TAG_TEMPLATE (#431)', async () => {
+    const { BUILTIN_INSTRUCTIONS } = await load();
+    const source = require('node:fs').readFileSync(require('node:path').join(__dirname, '../../py/tagging_defaults.py'), 'utf8');
+    const block = source.slice(source.indexOf('DEFAULT_TAG_TEMPLATE = ('), source.indexOf('\n)\n', source.indexOf('DEFAULT_TAG_TEMPLATE = (')));
+    const text = [...block.matchAll(/"((?:[^"\\]|\\.)*)"/g)].map(([, part]) => JSON.parse(`"${part}"`)).join('');
+    assert.ok(text.length > 100);
+    assert.equal(BUILTIN_INSTRUCTIONS, text);
+});

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

@@ -180,7 +180,9 @@ test('the bulk options start from the server defaults and wait for them before S
     assert.equal(options.state.canStart, false);
     assert.equal(options.state.canGenerate, false);
     const opening = options.open();
-    answer({ wd14_general_threshold: 0.5, wd14_character_threshold: 0.9, default_prompt: 'Say it', suggestion_limit: 7,
+    answer({ wd14_general_threshold: 0.5, wd14_character_threshold: 0.9, suggestion_limit: 7,
+        instructions: [{ id: 'builtin', name: 'Built-in', text: 'Built-in text.' }, { id: '0123456789ab', name: 'Say', text: 'Say it' }],
+        default_instructions: { gguf: '0123456789ab', hf: 'builtin' },
         models: { 'wd14-swinv2': { downloaded: true }, 'wd14-vit': { downloaded: false }, gguf: { downloaded: true } } });
     await opening;
     assert.equal(options.state.canStart, true);

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

@@ -143,7 +143,7 @@ test('the shelf no longer sorts by rating (D153)',async()=>{
  const {createLibraryStream}=await source;const s=createLibraryStream({api:{get:async()=>page([])}});
  await assert.rejects(s.reset({sort:'rating'}),/Invalid library sort/);
  assert.throws(()=>createLibraryStream({api:{get:async()=>page([])},restore:{filters:{sort:'rating'},state:{}}}),/Invalid library sort/);
- for(const sort of ['newest','oldest','name']) assert.equal(await s.reset({sort}),0);s.dispose();
+ for(const sort of ['newest','oldest','name','name-desc','most-used','last-used']) assert.equal(await s.reset({sort}),0);s.dispose();
 });
 test('Refine › Folder nests each folder under its exact parent, by path segment (#444 live B1)',async()=>{
  const {libraryFolderOptions}=await source;assert.equal(typeof libraryFolderOptions,'function');

tests/js/workspace-saved-views.test.js

@@ -32,7 +32,7 @@ test('a saved state always holds every page key and keeps only values its page a
         { ...full, q: '', folder: '', tags: [] });
     assert.deepEqual(normalizeViewState('images', { ...full, category: 'bad\u0007', tags: [' '] }), { ...full, category: '', tags: [] });
     // Library has no source or media, and no Name Z–A; its folder (#444) is the Library's own.
-    assert.deepEqual(normalizeViewState('library', { ...full, sort: 'name-desc' }), { q: 'castle', category: 'Portraits', sort: 'newest', tags: ['moody', 'fog'], tag_mode: 'all', folder: 'a/b' });
+    assert.deepEqual(normalizeViewState('library', { ...full, sort: 'rating' }), { q: 'castle', category: 'Portraits', sort: 'newest', tags: ['moody', 'fog'], tag_mode: 'all', folder: 'a/b' });
     assert.deepEqual(normalizeViewState('library', { sort: 'oldest' }), { ...LIBRARY_DEFAULTS, sort: 'oldest' });
     // The returned tags are a copy.
     const tags = ['one'];
@@ -244,5 +244,7 @@ test('a view saved under the retired Highest rated sort opens on Recently added
     assert.equal(imagesFilters({ sort: 'rating' }).sort, 'newest');
     assert.equal(libraryFilters({ sort: 'rating' }).sort, 'newest');
     assert.equal(normalizeViewState('images', { sort: 'name-desc' }).sort, 'name-desc');
-    assert.equal(normalizeViewState('library', { sort: 'oldest' }).sort, 'oldest');
+    for (const sort of ['oldest', 'name-desc', 'most-used', 'last-used']) {
+        assert.equal(normalizeViewState('library', { sort }).sort, sort);
+    }
 });

tests/js/workspace-state.test.js

@@ -93,13 +93,6 @@ test('every Overview card opens its own native page, never a legacy one (#525)',
     }
 });
 
-test('the legacy pages System links are the four that stay at their URLs (#525 D165)', async () => {
-    const { LEGACY_PAGES } = await source;
-    assert.deepEqual(LEGACY_PAGES.map(page => page.href), ['/prompt_manager/admin', '/prompt_manager/admin#/tags',
-        '/prompt_manager/gallery', '/prompt_manager/gallery.html']);
-    for (const page of LEGACY_PAGES) assert.ok(page.label);
-});
-
 test('a job of the Activity page is its own deep link', async () => {
     const { resolveRoute, routeTitle, isHandoff } = await source;
     const id = '0123456789abcdef'.repeat(2);

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

@@ -0,0 +1,257 @@
+// System › Auto-tagging "Saved instructions" (#431, D203): Built-in read-only, New, Duplicate, Delete (a deleted default
+// resets to Built-in), the caps, the editor drafts and the per-engine default selects.
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+const instructionsModule = import('../../web/js/workspace/system-instructions.mjs');
+const stateModule = import('../../web/js/workspace/system-state.mjs');
+const coreModule = import('../../web/js/shared/toolkit/core.js');
+
+/** A minimal DOM: elements with children, attributes, listeners (aborted by their signal) and focus. */
+function fakeDOM() {
+    const previous = global.document;
+    class Element {
+        constructor(tag) {
+            this.tagName = tag.toUpperCase();
+            this.children = [];
+            this.attributes = {};
+            this.listeners = [];
+            this.dataset = {};
+            this.className = '';
+            this.id = '';
+            this.value = '';
+            this.title = '';
+            this.disabled = false;
+            this._text = '';
+        }
+        get localName() { return this.tagName.toLowerCase(); }
+        get textContent() { return this._text + this.children.map(child => (typeof child === 'string' ? child : child.textContent)).join(''); }
+        set textContent(text) { this.children = []; this._text = String(text); }
+        append(...nodes) { for (const node of nodes) { if (typeof node !== 'string') node.parentNode = this; this.children.push(node); } }
+        replaceChildren(...nodes) { this.children = []; this._text = ''; this.append(...nodes); }
+        querySelectorAll(selector) {
+            assert.equal(selector, 'button');
+            const found = [];
+            const walk = node => { for (const child of node.children) if (typeof child !== 'string') { if (child.tagName === 'BUTTON') found.push(child); walk(child); } };
+            walk(this);
+            return found;
+        }
+        focus() { global.document.activeElement = this; }
+        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); });
+        }
+        dispatch(type, event = {}) {
+            return Promise.all(this.listeners.filter(item => item.type === type).map(({ callback }) => callback({ type, target: this, ...event })));
+        }
+    }
+    global.document = { createElement: tag => new Element(tag), activeElement: null };
+    const walk = (node, found = []) => { found.push(node); node.children.forEach(child => typeof child !== 'string' && walk(child, found)); return found; };
+    return { find: (root, predicate) => walk(root).find(predicate), restore() { global.document = previous; } };
+}
+
+
+const PHOTO = { id: '0123456789ab', name: 'Custom template', text: 'Photo tags.' };
+const ANIME = { id: '0123456789ac', name: 'Anime', text: 'Anime tags.' };
+const HOST = { autotag_builtin_instructions: 'Built-in text.', autotag_instructions: [PHOTO, ANIME],
+    autotag_default_instructions: { gguf: PHOTO.id, hf: PHOTO.id } };
+
+async function mounted({ host = HOST } = {}) {
+    const { savedInstructionsBlock } = await instructionsModule;
+    const { createSystemDrafts } = await stateModule;
+    const { createScope } = await coreModule;
+    const dom = fakeDOM();
+    const drafts = createSystemDrafts({
+        readBrowser: () => ({}), readRuntime: () => ({}), readHost: async () => ({ values: host, revision: 'sha256:one' }),
+        writeBrowser: async () => ({}), writeHost: async () => ({ success: true, persisted: true }), writeRuntime: async () => ({}),
+    });
+    const scope = createScope();
+    let counter = 0;
+    const random = bytes => bytes.map(() => (counter += 1));
+    const block = savedInstructionsBlock({ scope, drafts, random });
+    const root = global.document.createElement('div');
+    root.append(...block.nodes);
+    scope.cleanup(drafts.subscribe(block.repaint));
+    block.repaint();
+    await drafts.reloadHost();
+    const byId = id => dom.find(root, node => node.id === id);
+    const options = () => byId('instruction-list').children.map(option => [option.children[0].textContent,
+        option.children[1]?.children.map(badge => badge.textContent) ?? [], option.getAttribute('aria-selected')]);
+    const click = id => byId(id).dispatch('click');
+    // A click on an option reaches the list's one listener (as it bubbles in a browser).
+    const pick = name => byId('instruction-list').dispatch('click', { target: byId('instruction-list').children
+        .find(option => option.children[0].textContent === name).children[0] });
+    return { dom, drafts, scope, block, byId, options, click, pick, root };
+}
+
+test('helpers: Built-in first, defaults, free names, ids and the server sentences', async () => {
+    const { allEntries, defaultEntry, freeName, newId, listProblem, entryNote } = await instructionsModule;
+    assert.deepEqual(allEntries(HOST).map(entry => entry.name), ['Built-in', 'Custom template', 'Anime']);
+    assert.equal(allEntries(HOST)[0].text, 'Built-in text.');
+    assert.equal(defaultEntry(HOST, 'hf').text, 'Photo tags.');
+    assert.equal(defaultEntry({ ...HOST, autotag_default_instructions: { gguf: 'gone', hf: 'builtin' } }, 'gguf').name, 'Built-in');
+    assert.equal(freeName('New instructions', allEntries(HOST)), 'New instructions');
+    assert.equal(freeName('anime', allEntries(HOST)), 'anime (2)');
+    assert.equal(freeName('Anime', [...allEntries(HOST), { name: 'Anime (2)' }]), 'Anime (3)');
+    let calls = 0;
+    const id = newId([{ id: '000000000000' }], bytes => { calls += 1; return bytes.fill(calls === 1 ? 0 : 171); });
+    assert.equal(id, 'abababababab');
+    assert.match(newId([]), /^[0-9a-f]{12}$/);
+    const list = entries => listProblem({ autotag_instructions: entries });
+    assert.equal(list([PHOTO]), null);
+    assert.equal(list([{ ...PHOTO, name: ' ' }]), 'Saved instructions: entry 1 needs a name.');
+    assert.equal(list([PHOTO, { ...ANIME, name: 'x'.repeat(61) }]), 'Saved instructions: entry 2 name must be at most 60 characters.');
+    assert.equal(list([{ ...PHOTO, name: 'a\nb' }]), 'Saved instructions: entry 1 name must not contain a line break.');
+    assert.equal(list([{ ...PHOTO, name: 'built-in' }]), 'Saved instructions: the name “Built-in” is reserved.');
+    assert.equal(list([PHOTO, { ...ANIME, name: ' custom TEMPLATE ' }]), 'Saved instructions: entry 2 name “custom TEMPLATE” is already used.');
+    assert.equal(list([{ ...PHOTO, text: ' ' }]), 'Saved instructions: entry 1 text must be non-empty text.');
+    assert.equal(list([{ ...PHOTO, text: 'x'.repeat(4001) }]), 'Saved instructions: entry 1 text must be at most 4000 characters.');
+    const long = { ...PHOTO, text: 'x'.repeat(4001) };
+    assert.equal(entryNote(long, [long]), 'The text must be at most 4,000 characters.');
+});
+
+test('the list shows Built-in read-only first, the saved entries and their default chips', async () => {
+    const view = await mounted();
+    try {
+        assert.deepEqual(view.options(), [['Built-in', ['Read-only'], 'true'],
+            ['Custom template', ['Default for GGUF', 'Default for HuggingFace'], 'false'], ['Anime', [], 'false']]);
+        assert.equal(view.byId('instructions-count').textContent, '2 of 20 saved · Built‑in is not counted.');
+        assert.equal(view.byId('instruction-name').value, 'Built-in');
+        assert.equal(view.byId('instruction-name').readOnly, true);
+        assert.equal(view.byId('instruction-text').value, 'Built-in text.');
+        assert.equal(view.byId('instruction-text').readOnly, true);
+        assert.equal(view.byId('instruction-note').textContent, 'Built-in instructions can’t be changed. Duplicate them to make your own.');
+        assert.equal(view.byId('instruction-delete').disabled, true);
+        assert.equal(view.byId('instruction-list').getAttribute('role'), 'listbox');
+        assert.equal(view.block.nodes[0].dataset.key, 'autotag_instructions');
+        assert.deepEqual(view.byId('instruction-default-gguf').children.map(option => option.textContent), ['Built-in', 'Custom template', 'Anime']);
+        assert.equal(view.byId('instruction-default-gguf').value, PHOTO.id);
+        assert.equal(view.byId('instruction-default-hf').dataset.key, 'autotag_default_instructions');
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('editing a saved entry drafts the list; its counts and note follow', async () => {
+    const view = await mounted();
+    try {
+        await view.pick('Anime');
+        assert.equal(view.byId('instruction-name').readOnly, false);
+        assert.equal(view.byId('instruction-delete').disabled, false);
+        view.byId('instruction-name').value = 'Anime tags';
+        await view.byId('instruction-name').dispatch('input');
+        view.byId('instruction-text').value = 'Tags, anime.';
+        await view.byId('instruction-text').dispatch('input');
+        assert.deepEqual(view.drafts.get('host', 'autotag_instructions'), [PHOTO, { ...ANIME, name: 'Anime tags', text: 'Tags, anime.' }]);
+        assert.equal(view.byId('instruction-name').parentNode.children[0].children[1].textContent, '10 of 60');
+        assert.equal(view.byId('instruction-text').parentNode.children[0].children[1].textContent, '12 of 4,000 characters');
+        view.byId('instruction-name').value = 'custom template';
+        await view.byId('instruction-name').dispatch('input');
+        assert.equal(view.byId('instruction-note').textContent, 'The name “custom template” is already used.');
+        // Built-in is never edited.
+        await view.pick('Built-in');
+        view.byId('instruction-text').value = 'changed';
+        await view.byId('instruction-text').dispatch('input');
+        assert.equal(view.drafts.get('host', 'autotag_instructions')[0], PHOTO);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('New and Duplicate append an entry with a fresh id and a free name; the caps disable them', async () => {
+    const view = await mounted();
+    try {
+        await view.click('instruction-new');
+        const added = view.drafts.get('host', 'autotag_instructions').at(-1);
+        assert.match(added.id, /^[0-9a-f]{12}$/);
+        assert.deepEqual([added.name, added.text], ['New instructions', '']);
+        assert.equal(view.options().at(-1)[2], 'true');
+        assert.equal(view.byId('instruction-note').textContent, 'The text must not be empty.');
+        await view.pick('Built-in');
+        await view.click('instruction-duplicate');
+        assert.deepEqual(view.drafts.get('host', 'autotag_instructions').at(-1).name, 'Built-in copy');
+        assert.equal(view.drafts.get('host', 'autotag_instructions').at(-1).text, 'Built-in text.');
+        const full = await mounted({ host: { ...HOST, autotag_instructions: Array.from({ length: 20 },
+            (_, i) => ({ id: i.toString(16).padStart(12, '0'), name: `n${i}`, text: 't' })) } });
+        try {
+            assert.equal(full.byId('instruction-new').disabled, true);
+            assert.equal(full.byId('instruction-duplicate').disabled, true);
+            assert.equal(full.byId('instruction-cap').hidden, false);
+            await full.click('instruction-new');
+            assert.equal(full.drafts.get('host', 'autotag_instructions').length, 20);
+        } finally { full.scope.dispose(); }
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('deleting a default resets that engine to Built-in and says so; a select change clears the note', async () => {
+    const view = await mounted();
+    try {
+        await view.pick('Custom template');
+        await view.click('instruction-delete');
+        assert.deepEqual(view.drafts.get('host', 'autotag_instructions'), [ANIME]);
+        assert.deepEqual(view.drafts.get('host', 'autotag_default_instructions'), { gguf: 'builtin', hf: 'builtin' });
+        assert.equal(view.byId('instruction-reset').textContent, 'GGUF and HuggingFace now use Built-in.');
+        assert.equal(view.options()[1][2], 'true', 'the next entry is selected');
+        view.byId('instruction-default-hf').value = ANIME.id;
+        await view.byId('instruction-default-hf').dispatch('change');
+        assert.deepEqual(view.drafts.get('host', 'autotag_default_instructions'), { gguf: 'builtin', hf: ANIME.id });
+        assert.equal(view.byId('instruction-reset').textContent, '');
+        await view.click('instruction-delete');
+        assert.equal(view.byId('instruction-reset').textContent, 'HuggingFace now uses Built-in.');
+        assert.deepEqual(view.options().map(([name]) => name), ['Built-in']);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('arrow keys move the selection; before the read everything is disabled', async () => {
+    const view = await mounted();
+    try {
+        const list = view.byId('instruction-list');
+        await list.dispatch('keydown', { key: 'ArrowDown' });
+        assert.equal(view.byId('instruction-name').value, 'Custom template');
+        await list.dispatch('keydown', { key: 'End' });
+        assert.equal(view.byId('instruction-name').value, 'Anime');
+        await list.dispatch('keydown', { key: 'ArrowDown' });
+        assert.equal(view.byId('instruction-name').value, 'Anime');
+        await list.dispatch('keydown', { key: 'Home' });
+        assert.equal(view.byId('instruction-name').value, 'Built-in');
+        await list.dispatch('keydown', { key: 'a' });
+        assert.equal(list.getAttribute('aria-activedescendant'), 'instruction-option-builtin');
+    } finally { view.scope.dispose(); view.dom.restore(); }
+    const unread = await mounted({ host: {} });
+    try {
+        assert.equal(unread.byId('instruction-new').disabled, true);
+        assert.equal(unread.byId('instruction-default-gguf').disabled, true);
+    } finally { unread.scope.dispose(); unread.dom.restore(); }
+});
+
+test('the reset note goes once the defaults are saved; a long name is cut to fit its copy suffix', async () => {
+    const view = await mounted();
+    try {
+        await view.pick('Custom template');
+        await view.click('instruction-delete');
+        assert.equal(view.byId('instruction-reset').textContent, 'GGUF and HuggingFace now use Built-in.');
+        await view.drafts.save();
+        assert.equal(view.byId('instruction-reset').textContent, '');
+        await view.pick('Anime');
+        view.byId('instruction-name').value = 'x'.repeat(60);
+        await view.byId('instruction-name').dispatch('input');
+        await view.click('instruction-duplicate');
+        const copy = view.drafts.get('host', 'autotag_instructions').at(-1).name;
+        assert.equal(copy, `${'x'.repeat(55)} copy`);
+        await view.click('instruction-duplicate');
+        assert.equal([...view.drafts.get('host', 'autotag_instructions').at(-1).name].length <= 60, true);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('option clicks are one listener on the list, not one per repaint', async () => {
+    const view = await mounted();
+    try {
+        const list = view.byId('instruction-list');
+        const before = list.listeners.length;
+        for (let i = 0; i < 5; i += 1) await view.pick('Anime');
+        assert.equal(list.listeners.length, before);
+        assert.equal(view.byId('instruction-list').children.every(option => option.listeners.length === 0), true);
+        assert.equal(view.byId('instruction-name').value, 'Anime');
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});

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

@@ -21,8 +21,23 @@ test('the section lists the concept rows in its order, labels and danger marks',
     assert.deepEqual(MAINTENANCE_SURFACES.map(([heading]) => heading), surfaces.map(text => text.replace('&', '&')));
     const production = MAINTENANCE_SURFACES.flatMap(([, rows]) => rows.map(([title, description, label, , danger = false]) =>
         [title, description, label, danger]));
-    assert.deepEqual(production, concept.map(([title, ...rest]) => [title.replace('&', '&'), ...rest]));
-    assert.equal(production.length, 8);
+    // D192 (#550, beyond the concept): "Pair category and tags" follows "Unused prompt components" in Database.
+    const expected = concept.map(([title, ...rest]) => [title.replace('&', '&'), ...rest]);
+    expected.splice(expected.findIndex(([title]) => title === 'Unused prompt components') + 1, 0, PAIR_ROW);
+    assert.deepEqual(production, expected);
+    assert.equal(production.length, 9);
+});
+
+const PAIR_ROW = Object.freeze(['Pair category and tags', 'Fill an empty category or tags on prompts older Pair node runs ' +
+    'saved, from their saved pairs. Only empty fields of never-edited prompts.', 'Review plan', false]);
+
+test('D192: the Pair category and tags row reviews the pair_metadata plan under its title (#550)', async () => {
+    const { MAINTENANCE_SURFACES } = await maintenance;
+    const { OPERATION_TITLES } = await review;
+    const [, database] = MAINTENANCE_SURFACES[0];
+    const row = database.find(([title]) => title === PAIR_ROW[0]);
+    assert.deepEqual(row, [PAIR_ROW[0], PAIR_ROW[1], PAIR_ROW[2], 'pair_metadata']);
+    assert.equal(OPERATION_TITLES.pair_metadata, 'Pair category and tags');
 });
 
 const PLAN = Object.freeze({
@@ -210,3 +225,40 @@ test('a rotated-log cleanup the log overtook offers Review again (S12)', async (
     assert.deepEqual(reviewAgainOf({ kind: 'maintenance', state: 'failed', scope: { operation: 'rotated_logs', failure: 'plan-changed' } }),
         { operation: 'rotated_logs' });
 });
+
+// #550 live test: a records operation's rows have no path, only a detail ("Prompt 12: category …").
+const RECORD_JOB = Object.freeze({
+    id: 'a'.repeat(32), kind: 'maintenance', title: 'Pair category and tags', state: 'finished',
+    admission: 'records', cancellable: false, progress: 100, processed: 0, total: 0, status_line: 'Filled 2 prompts',
+    scope: { operation: 'pair_metadata' }, counters: { changed: 2, protected: 0, errors: 0 },
+    started_at: 1, finished_at: 2,
+});
+
+test('#550: path-less record rows are kept with their detail; file rows are unchanged', async () => {
+    const { parseDetail, filterRows } = await jobView;
+    const parsed = parseDetail({ ...RECORD_JOB, outcomes: { changed: [
+        { path: '', root: '', root_index: null, detail: 'Prompt 2325: category “asian”; tags asian' },
+        { path: '', root: '', root_index: null, detail: '' },
+        { path: 'a/b.png', root: 'output', root_index: 0, detail: 'Link removed' },
+    ] }, log: [] });
+    assert.deepEqual(parsed.outcomes.changed, [
+        { path: '', root: '', root_index: null, detail: 'Prompt 2325: category “asian”; tags asian', record: true },
+        { path: 'a/b.png', root: 'output', root_index: 0, detail: 'Link removed', record: false },
+    ]);
+    // The filter reads a record's detail and a file's path.
+    assert.deepEqual(filterRows(parsed.outcomes.changed, 'asian').map(row => row.detail),
+        ['Prompt 2325: category “asian”; tags asian']);
+    assert.deepEqual(filterRows(parsed.outcomes.changed, 'a/b').map(row => row.path), ['a/b.png']);
+});
+
+test('#550: a records operation says records, not files, for an empty group and a filter', async () => {
+    const { groupCopy, EMPTY_GROUP, NO_MATCH } = await jobView;
+    assert.deepEqual(groupCopy(RECORD_JOB), { empty: 'No records in this group.', noMatch: 'No listed record matches this filter.',
+        placeholder: 'Filter records…' });
+    for (const operation of ['duplicate_prompts', 'unused_components']) {
+        assert.equal(groupCopy({ ...RECORD_JOB, scope: { operation } }).empty, 'No records in this group.');
+    }
+    const files = { empty: EMPTY_GROUP, noMatch: NO_MATCH, placeholder: 'Filter by file path…' };
+    assert.deepEqual(groupCopy({ ...RECORD_JOB, scope: { operation: 'missing_links' } }), files);
+    assert.deepEqual(groupCopy({ ...RECORD_JOB, kind: 'scan', scope: {} }), files);
+});

tests/js/workspace-system-skipped-tags.test.js

@@ -0,0 +1,247 @@
+// System › Auto-tagging "Skipped tags" (#431, D202): the add input, the chips, the client checks and the preview line.
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+const skippedModule = import('../../web/js/workspace/system-skipped-tags.mjs');
+const stateModule = import('../../web/js/workspace/system-state.mjs');
+const coreModule = import('../../web/js/shared/toolkit/core.js');
+
+/** A minimal DOM: elements with children, attributes, listeners (aborted by their signal) and focus. */
+function fakeDOM() {
+    const previous = global.document;
+    class Element {
+        constructor(tag) {
+            this.tagName = tag.toUpperCase();
+            this.children = [];
+            this.attributes = {};
+            this.listeners = [];
+            this.dataset = {};
+            this.className = '';
+            this.id = '';
+            this.value = '';
+            this.title = '';
+            this.disabled = false;
+            this._text = '';
+        }
+        get localName() { return this.tagName.toLowerCase(); }
+        get textContent() { return this._text + this.children.map(child => (typeof child === 'string' ? child : child.textContent)).join(''); }
+        set textContent(text) { this.children = []; this._text = String(text); }
+        append(...nodes) { for (const node of nodes) { if (typeof node !== 'string') node.parentNode = this; this.children.push(node); } }
+        replaceChildren(...nodes) { this.children = []; this._text = ''; this.append(...nodes); }
+        querySelectorAll(selector) {
+            assert.equal(selector, 'button');
+            const found = [];
+            const walk = node => { for (const child of node.children) if (typeof child !== 'string') { if (child.tagName === 'BUTTON') found.push(child); walk(child); } };
+            walk(this);
+            return found;
+        }
+        focus() { global.document.activeElement = this; }
+        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); });
+        }
+        dispatch(type, event = {}) {
+            return Promise.all(this.listeners.filter(item => item.type === type).map(({ callback }) => callback({ type, target: this, ...event })));
+        }
+    }
+    global.document = { createElement: tag => new Element(tag), activeElement: null };
+    const walk = (node, found = []) => { found.push(node); node.children.forEach(child => typeof child !== 'string' && walk(child, found)); return found; };
+    return { find: (root, predicate) => walk(root).find(predicate), restore() { global.document = previous; } };
+}
+
+const tick = () => new Promise(resolve => setTimeout(resolve, 5));
+
+async function mounted({ saved = ['blurry'], answer, host = true } = {}) {
+    const { skippedTagsBlock } = await skippedModule;
+    const { createSystemDrafts } = await stateModule;
+    const { createScope } = await coreModule;
+    const dom = fakeDOM();
+    const drafts = createSystemDrafts({
+        readBrowser: () => ({}), readRuntime: () => ({}),
+        readHost: async () => ({ values: host ? { autotag_skipped_tags: saved } : {}, revision: 'sha256:one' }),
+        writeBrowser: async () => ({}), writeHost: async () => ({ success: true, persisted: true }), writeRuntime: async () => ({}),
+    });
+    const scope = createScope();
+    const posts = [];
+    const api = {
+        post: (url, body, options) => {
+            posts.push({ url, body, signal: options.signal });
+            if (answer) return answer(body, options);
+            return Promise.resolve({ success: true, count: body.entries.length, sample: body.entries, sample_limit: 12,
+                per_entry: body.entries.map((entry, index) => ({ entry, count: index })), sources: { library: 3, wd14: ['WD14 SwinV2'] } });
+        },
+    };
+    const block = skippedTagsBlock({ api, scope, drafts, delay: 1 });
+    scope.cleanup(drafts.subscribe(block.repaint));
+    block.repaint();
+    await drafts.reloadHost();
+    const byId = id => dom.find(block.node, node => node.id === id);
+    const chips = () => dom.find(block.node, node => node.className === 'tags skip-chips');
+    const preview = () => dom.find(block.node, node => node.className === 'small skip-preview');
+    const add = async text => { byId('tag-skipped-input').value = text; await byId('tag-skipped-add').dispatch('click'); };
+    return { dom, drafts, scope, block, byId, chips, preview, posts, add };
+}
+
+test('words split like the server: NFC, lower case, space, _ and - only', async () => {
+    const { entryWords } = await skippedModule;
+    assert.deepEqual(entryWords('Half-closed_eyes'), ['half', 'closed', 'eyes']);
+    assert.deepEqual(entryWords('saber_(fate)'), ['saber', '(fate)']);
+    assert.deepEqual(entryWords(' _ - '), []);
+    assert.deepEqual(entryWords('CAFÉ'), ['café']);
+});
+
+test('the client checks say why an entry is not added', async () => {
+    const { entryProblem, SKIPPED_COPY } = await skippedModule;
+    assert.equal(entryProblem('  sky ', ['blurry']), '');
+    assert.equal(entryProblem('   ', []), SKIPPED_COPY.empty);
+    assert.equal(entryProblem('_--', []), 'Enter a word.');
+    assert.equal(entryProblem('a, b', []), 'No commas or line breaks.');
+    assert.equal(entryProblem('a\nb', []), 'No commas or line breaks.');
+    assert.equal(entryProblem('x'.repeat(51), []), 'At most 50 characters.');
+    assert.equal(entryProblem('🏜'.repeat(50), []), '');
+    assert.equal(entryProblem('Blurry-Background', ['blurry background']), 'Already in the list.');
+    assert.equal(entryProblem('sky', Array.from({ length: 200 }, (_, i) => `w${i}`)), 'The list is full (200).');
+});
+
+test('the preview line states the count, the sample and the sources', async () => {
+    const { previewText, chipCount } = await skippedModule;
+    assert.deepEqual(previewText({ count: 15, sample: ['blurry', 'signature'], sources: { wd14: ['WD14 SwinV2'] } }), {
+        lead: 'Hides 15 tags from suggestions', rest: ': blurry, signature and 13 more. Tags already on images are not changed.' });
+    assert.deepEqual(previewText({ count: 1, sample: ['blurry'], sources: { wd14: [] } }), {
+        lead: 'Hides 1 tag from suggestions',
+        rest: ': blurry. Checked against library tags only; no WD14 label list is downloaded. Tags already on images are not changed.' });
+    assert.deepEqual(previewText({ count: 0, sample: [], sources: { wd14: ['WD14 ViT'] } }), {
+        lead: 'Hides 0 tags from suggestions', rest: '. Tags already on images are not changed.' });
+    assert.deepEqual(previewText(null).lead, 'Hides 0 tags from suggestions');
+    assert.deepEqual(chipCount(3), { title: 'Hides 3 tags', text: '3' });
+    assert.deepEqual(chipCount(1), { title: 'Hides 1 tag', text: '1' });
+    assert.deepEqual(chipCount(0), { title: 'Hides no known tag', text: 'none' });
+    assert.equal(chipCount(undefined), null);
+});
+
+test('the block shows the saved list, previews it and carries its setting keys', async () => {
+    const view = await mounted({ saved: ['blurry', 'signature'] });
+    try {
+        assert.equal(view.block.node.dataset.setting, 'tag-skipped');
+        assert.equal(view.block.node.dataset.key, 'autotag_skipped_tags');
+        assert.equal(view.preview().textContent, 'Checking…');
+        await tick();
+        assert.deepEqual(view.posts.map(post => [post.url, post.body]),
+            [['/prompt_manager/autotag/skipped-tags/preview', { entries: ['blurry', 'signature'] }]]);
+        assert.equal(view.preview().textContent, 'Hides 2 tags from suggestions: blurry, signature. Tags already on images are not changed.');
+        const chips = view.chips().children;
+        assert.deepEqual(chips.map(chip => [chip.className, chip.title, chip.textContent]), [
+            ['chip tag-suggestion none', 'Hides no known tag', 'blurrynone×'],
+            ['chip tag-suggestion', 'Hides 1 tag', 'signature1×']]);
+        assert.equal(chips[1].children[2].getAttribute('aria-label'), 'Remove signature');
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('add and remove draft the list; a list set back is clean; Enter adds', async () => {
+    const view = await mounted();
+    try {
+        await view.add('  closed eyes ');
+        assert.deepEqual(view.drafts.get('host', 'autotag_skipped_tags'), ['blurry', 'closed eyes']);
+        assert.equal(view.byId('tag-skipped-input').value, '');
+        assert.equal(view.drafts.dirty(), true);
+        view.byId('tag-skipped-input').value = 'sky';
+        let prevented = false;
+        await view.byId('tag-skipped-input').dispatch('keydown', { key: 'Enter', preventDefault: () => { prevented = true; } });
+        assert.equal(prevented, true);
+        await view.byId('tag-skipped-input').dispatch('keydown', { key: 'a' });
+        assert.deepEqual(view.drafts.get('host', 'autotag_skipped_tags'), ['blurry', 'closed eyes', 'sky']);
+        // Remove the two added chips: the list equals the saved one and nothing is unsaved (sameDraft).
+        const removeButton = index => view.chips().children[index].children.at(-1);
+        removeButton(2).focus();
+        await removeButton(2).dispatch('click');
+        assert.equal(global.document.activeElement, removeButton(1), 'focus moves to the neighbour');
+        await removeButton(1).dispatch('click');
+        assert.deepEqual(view.drafts.get('host', 'autotag_skipped_tags'), ['blurry']);
+        assert.equal(view.drafts.dirty(), false);
+        await tick();
+        // Only the last list of a quick series is asked for.
+        assert.deepEqual(view.posts.map(post => post.body.entries), [['blurry']]);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('a refused entry is not added and the line under the input says why', async () => {
+    const view = await mounted();
+    try {
+        const problem = () => view.byId('tag-skipped-problem').textContent;
+        await view.add('Blurry');
+        assert.equal(problem(), 'Already in the list.');
+        assert.equal(view.byId('tag-skipped-input').getAttribute('aria-invalid'), 'true');
+        assert.equal(view.byId('tag-skipped-input').value, 'Blurry');
+        await view.byId('tag-skipped-input').dispatch('input');
+        assert.equal(problem(), '');
+        assert.equal(view.byId('tag-skipped-input').getAttribute('aria-invalid'), null);
+        await view.add('a,b');
+        assert.equal(problem(), 'No commas or line breaks.');
+        await view.add(' ');
+        assert.equal(problem(), 'Enter a word.');
+        assert.deepEqual(view.drafts.get('host', 'autotag_skipped_tags'), ['blurry']);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('a full list disables Add and says so', async () => {
+    const view = await mounted({ saved: Array.from({ length: 200 }, (_, i) => `w${i}`) });
+    try {
+        assert.equal(view.byId('tag-skipped-add').disabled, true);
+        assert.equal(view.byId('tag-skipped-problem').textContent, 'The list is full (200).');
+        await view.chips().children[0].children.at(-1).dispatch('click');
+        assert.equal(view.byId('tag-skipped-add').disabled, false);
+        assert.equal(view.byId('tag-skipped-problem').textContent, '');
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('an empty list says no tags are skipped without a request', async () => {
+    const view = await mounted({ saved: [] });
+    try {
+        await tick();
+        assert.equal(view.preview().textContent, 'No tags are skipped.');
+        assert.deepEqual(view.posts, []);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('a failed preview says so; a newer list aborts the older request', async () => {
+    let calls = 0;
+    const view = await mounted({ answer: (body, options) => {
+        calls += 1;
+        if (calls === 1) return new Promise((_resolve, reject) => options.signal.addEventListener('abort', () => reject(new Error('aborted'))));
+        return Promise.reject(Object.assign(new Error('busy'), { code: 'busy' }));
+    } });
+    try {
+        await tick();
+        assert.equal(view.posts.length, 1);
+        await view.add('sky');
+        assert.equal(view.posts[0].signal.aborted, true);
+        await tick();
+        assert.equal(view.preview().textContent, 'The preview could not be read.');
+        // The list stays editable.
+        assert.equal(view.byId('tag-skipped-input').disabled, false);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('before the settings are read the controls are disabled', async () => {
+    const view = await mounted({ host: false });
+    try {
+        assert.equal(view.byId('tag-skipped-input').disabled, true);
+        assert.equal(view.byId('tag-skipped-add').disabled, true);
+        await view.add('sky');
+        assert.equal(view.drafts.get('host', 'autotag_skipped_tags'), undefined);
+    } finally { view.scope.dispose(); view.dom.restore(); }
+});
+
+test('leaving the section aborts a request in flight and the pending timer', async () => {
+    const view = await mounted({ answer: (_body, options) => new Promise((_r, reject) => options.signal.addEventListener('abort', () => reject(new Error('x')))) });
+    await tick();
+    assert.equal(view.posts.length, 1);
+    view.scope.dispose();
+    assert.equal(view.posts[0].signal.aborted, true);
+    view.dom.restore();
+});

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

@@ -402,11 +402,12 @@ test('a partial host save keeps what saved, adopts its revision and fails only t
     assert.equal(drafts.statusText(), 'missing can\'t be used: not found. Remove it or reconnect it, then save.');
     // The next save carries the revision the saved part produced: no false "changed elsewhere".
     domains.outcome.host = null;
-    drafts.set('host', 'gallery_root_paths', ['a']);
+    // (#431: a list equal to the saved one is no change, so a different one is drafted.)
+    drafts.set('host', 'gallery_root_paths', ['a', 'b']);
     const second = await drafts.save();
     assert.equal(second.host, 'saved');
     assert.equal(domains.calls.at(-1)[2].expected_revision, 'sha256:lora');
-    assert.deepEqual(domains.calls.at(-1)[1], { gallery_root_paths: ['a'] });
+    assert.deepEqual(domains.calls.at(-1)[1], { gallery_root_paths: ['a', 'b'] });
     // Without a server reason, the status says some were saved and the highlighted ones were not.
     domains.outcome.host = () => { throw Object.assign(new Error('boom'), { partial: { saved: ['x'], revision: 'sha256:three' } }); };
     drafts.set('host', 'x', 1);
@@ -429,3 +430,39 @@ test('runtime adapter maps config.level to runtime_level and back', async () =>
     assert.deepEqual(runtimeBody({ runtime_level: 'WARNING' }), { level: 'WARNING' });
     assert.deepEqual(runtimeBody({ runtime_level: 'CRITICAL', console_logging: true }), { level: 'CRITICAL', console_logging: true });
 });
+
+test('sameDraft compares arrays and plain objects by value, keys in any order (#431)', async () => {
+    const { sameDraft } = await source;
+    assert.equal(sameDraft(1, 1), true);
+    assert.equal(sameDraft(Number.NaN, Number.NaN), true);
+    assert.equal(sameDraft(0, -0), false);
+    assert.equal(sameDraft(['a', 'b'], ['a', 'b']), true);
+    assert.equal(sameDraft(['a', 'b'], ['b', 'a']), false);
+    assert.equal(sameDraft([], []), true);
+    assert.equal(sameDraft([], {}), false);
+    assert.equal(sameDraft({ gguf: 'x', hf: 'y' }, { hf: 'y', gguf: 'x' }), true);
+    assert.equal(sameDraft([{ id: 'a', name: 'n' }], [{ name: 'n', id: 'a' }]), true);
+    assert.equal(sameDraft({ a: 1 }, { a: 2 }), false);
+    assert.equal(sameDraft('a', ['a']), false);
+    assert.equal(sameDraft(null, {}), false);
+    assert.equal(sameDraft(new Date(0), new Date(0)), false);
+});
+
+test('a list draft set back to the saved list is clean, and a save cleans it (#431)', async () => {
+    const domains = adapters({ host: { autotag_skipped_tags: ['blurry'] } });
+    const drafts = await loaded(domains);
+    drafts.set('host', 'autotag_skipped_tags', ['blurry', 'signature']);
+    assert.equal(drafts.dirty('host'), true);
+    // Removing the added chip builds a new array equal to the saved one.
+    drafts.set('host', 'autotag_skipped_tags', ['blurry']);
+    assert.equal(drafts.dirty('host'), false);
+    drafts.set('host', 'autotag_skipped_tags', ['signature']);
+    await drafts.save();
+    assert.equal(drafts.dirty('host'), false);
+    assert.deepEqual(drafts.saved('host').autotag_skipped_tags, ['signature']);
+    // A reload whose list equals the draft's (a new array) keeps nothing dirty.
+    drafts.set('host', 'autotag_skipped_tags', ['sky']);
+    domains.readHost = async () => ({ values: { autotag_skipped_tags: ['sky'] }, revision: 'sha256:three' });
+    await drafts.load('host');
+    assert.equal(drafts.dirty('host'), false);
+});

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

@@ -42,6 +42,8 @@ function fakeDOM() {
                 this.children.push(node);
             }
         }
+        replaceChildren(...nodes) { this.children = []; this._text = ''; this.append(...nodes); }
+        focus() { global.document.activeElement = this; }
         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; }
@@ -65,7 +67,9 @@ function fakeDOM() {
 }
 
 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.' };
+    autotag_character_threshold: 0.85, autotag_suggestion_limit: 10, autotag_builtin_instructions: 'Built-in tags.',
+    autotag_instructions: [{ id: '0123456789ab', name: 'Describe', text: 'Describe the image as tags.' }],
+    autotag_default_instructions: { gguf: '0123456789ab', hf: 'builtin' } };
 const entry = (label, size, extra = {}) => ({ name: label, label, size_label: size, downloaded: true, loaded: false, ...extra });
 const MODELS = {
     success: true,
@@ -124,7 +128,8 @@ test('the section keeps the concept surface, rows, labels and actions in order',
     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'"));
+    // D203 (#431): Saved instructions replace the concept's template field.
+    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);
@@ -167,27 +172,25 @@ test('controls draft their host keys; numbers as numbers, other text as typed',
     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' });
+        'tag-suggestions': 'autotag_suggestion_limit' });
     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', ' 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.' });
+            autotag_suggestion_limit: 15 });
         // 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');
+        assert.equal(byId('tag-template'), undefined);
     } finally { scope.dispose(); assert.equal(dom.listenerCount(), 0); dom.restore(); }
 });
 
@@ -201,7 +204,8 @@ test('opening the section reads the model status once; the select waits for it',
         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']);
+            ['', '', 'setting-row', 'setting-row', 'setting-row', 'setting-row', 'setting-row', 'setting-block', 'setting-block', 'setting-row',
+            'setting-row', 'small instruction-reset', 'row-actions', 'operation']);
     } finally { scope.dispose(); dom.restore(); }
     const failed = await mounted({ modelsFail: true });
     try {
@@ -302,7 +306,9 @@ test('Preview tagging review opens the Tag image dialog with the section’s val
     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 } });
+        options: { instructions: 'Describe the image as tags.', suggestion_limit: 10 } });
+    // D205 (#431): each language-model engine reads its own drafted default; Built-in's text comes from the server.
+    assert.deepEqual(taggingPreset({ ...HOST, autotag_model_type: 'hf' }).options.instructions, 'Built-in tags.');
     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.' });
@@ -319,15 +325,17 @@ test('Preview tagging review opens the Tag image dialog with the section’s val
     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.' });
+    // #431: a saved entry the server would refuse holds back a language-model run, with the server's sentence.
+    const entries = list => ({ ...HOST, autotag_model_type: 'hf', autotag_instructions: list });
+    assert.deepEqual(draftProblem(entries([{ id: '0123456789ab', name: 'A', text: '  ' }])),
+        { key: 'autotag_instructions', message: 'Saved instructions: entry 1 text must be non-empty text.' });
+    assert.deepEqual(draftProblem(entries([{ id: '0123456789ab', name: 'A', text: 'x'.repeat(4001) }])),
+        { key: 'autotag_instructions', message: 'Saved instructions: entry 1 text 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(entries([{ id: '0123456789ab', name: 'A', text: '🏜'.repeat(4000) }])), null);
+    assert.equal(draftProblem(entries([{ id: '0123456789ab', name: 'A', text: '🏜'.repeat(4001) }])).key, 'autotag_instructions');
+    // A WD14 run never reads the instructions, nor a language model the thresholds.
+    assert.equal(draftProblem({ ...HOST, autotag_instructions: [{ id: '0123456789ab', name: '', text: '' }] }), null);
     assert.equal(draftProblem({ ...HOST, autotag_model_type: 'gguf', autotag_general_threshold: 7 }), null);
 
     const none = await mounted({ image: null });
@@ -372,9 +380,12 @@ test('the batch review grid, body and Cancel-only reasons (D134, #379, CUJ 4–5
         ['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),
+        estimate_device: null, suggestion_limit: 4 }, llm).slice(-4),
     [['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)']]);
+        ['Instructions', 'Describe'], ['Settings', 'Up to 4 tags per image'], ['Backup', 'No safety backup (the policy is off)']]);
+    // D205 (#431): HF shows its own default by name.
+    assert.deepEqual(batchGrid({ ...PLAN, model: { type: 'hf' } }, { ...llm, autotag_model_type: 'hf' }).find(([term]) => term === 'Instructions'),
+        ['Instructions', 'Built-in']);
     assert.equal(batchGrid({}, HOST)[2][1], '0');
     assert.equal(batchGrid({}, HOST)[6][1], 'General 0.35 · Character 0.85');
     assert.equal(existingLabel('odd'), 'odd');
@@ -382,7 +393,7 @@ test('the batch review grid, body and Cancel-only reasons (D134, #379, CUJ 4–5
         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.deepEqual(batchBody(llm), { model_type: 'gguf', existing: 'skip', options: { instructions: 'Describe the image as tags.' } });
     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.');

tests/test_api_annotation_suggest.py

@@ -73,6 +73,7 @@ class FakeTagger:
         self.calls = []
         self.read_paths = []
         self.read_bytes = []
+        self.skips = []
         self.download_model = MagicMock(side_effect=AssertionError("downloaded"))
         self.load_error = None
         self.block = None  # (entered, proceed) events
@@ -115,8 +116,10 @@ class FakeTagger:
         prompt=None,
         general_threshold=None,
         character_threshold=None,
+        skip=None,
     ):
         self.read_paths.append(image_path)
+        self.skips.append(skip)
         with open(image_path, "rb") as handle:
             self.read_bytes.append(handle.read())
         self.calls.append(
@@ -132,9 +135,11 @@ class FakeTagger:
             entered, proceed = self.block
             entered.set()
             proceed.wait(WAIT)
+        # As the engine does (#431): a skipped tag uses up no slot.
+        kept = [pair for pair in SCORED if skip is None or not skip.matches(pair[0])]
         if self.loaded.startswith("wd14"):
-            return list(SCORED[:limit])
-        return [(name, None) for name, _ in SCORED[:limit]]
+            return list(kept[:limit])
+        return [(name, None) for name, _ in kept[:limit]]
 
 
 class SuggestTestCase(AnnotationAPITestCase):

tests/test_api_annotations.py

@@ -1144,8 +1144,10 @@ class TestEnvelopes(AnnotationAPITestCase):
         self.assertEqual(
             sorted(await self.json_of(resp)),
             [
+                "default_instructions",  # #431 adds the saved instructions
                 "default_prompt",
                 "existing",  # #328 adds the saved batch policy and model
+                "instructions",
                 "loaded_model_type",
                 "model_loaded",
                 "model_type",

tests/test_api_autotag.py

@@ -129,8 +129,10 @@ class FakeAutotagService:
         prompt=None,
         general_threshold=None,
         character_threshold=None,
+        skip=None,
     ):
-        """The suggestion entry point (#379): the fixed tags, at most ``limit``."""
+        """The suggestion entry point (#379): the fixed tags, at most ``limit``,
+        without the ones ``skip`` hides (#431)."""
         self.suggest_calls += 1
         tags = self.generate_tags(
             image_path,
@@ -138,6 +140,7 @@ class FakeAutotagService:
             general_threshold=general_threshold,
             character_threshold=character_threshold,
         )
+        tags = [name for name in tags if skip is None or not skip.matches(name)]
         return [(name, None) for name in tags[:limit]]
 
 
@@ -729,6 +732,32 @@ class TestAutotagErrorBodiesHideServerPaths(AutotagAPITestCase):
 
 class TestUnloadAutotag(AutotagAPITestCase):
 
+    async def test_unload_runs_off_the_loop_and_holds_the_gate_until_done(self):
+        started = threading.Event()
+        release = threading.Event()
+        self.addCleanup(release.set)
+        threads = []
+
+        def unload():
+            threads.append(threading.get_ident())
+            started.set()
+            release.wait(5)
+            self.service._loaded_type = None
+
+        self.service._loaded_type = "gguf"
+        self.service.unload_model = unload
+        first = asyncio.ensure_future(
+            self.client.request("POST", "/prompt_manager/autotag/unload")
+        )
+        self.assertTrue(await asyncio.to_thread(started.wait, 5))
+        self.assertNotEqual(threads, [threading.get_ident()])
+        second = await self.client.request("POST", "/prompt_manager/autotag/unload")
+        self.assertEqual(second.status, 409)
+        release.set()
+        data = await (await first).json()
+        self.assertEqual(data["message"], "GGUF model unloaded successfully")
+        self.assertIsNone(model_gate.holder())
+
     async def test_nothing_loaded(self):
         resp = await self.client.request("POST", "/prompt_manager/autotag/unload")
         data = await resp.json()
@@ -1533,7 +1562,8 @@ class TestSavedTaggingDefaults(AutotagAPITestCase):
             "EXISTING",
             "GENERAL_THRESHOLD",
             "CHARACTER_THRESHOLD",
-            "TEMPLATE",
+            "INSTRUCTIONS",
+            "DEFAULT_INSTRUCTIONS",
             "SUGGESTION_LIMIT",
         ):
             self.addCleanup(setattr, AutotagConfig, attr, getattr(AutotagConfig, attr))
@@ -1554,7 +1584,11 @@ class TestSavedTaggingDefaults(AutotagAPITestCase):
         self.config.EXISTING = "replace_after_review"
         self.config.GENERAL_THRESHOLD = 0.4
         self.config.CHARACTER_THRESHOLD = 0.7
-        self.config.TEMPLATE = "Saved template"
+        # #431: the saved engine's default instructions.
+        self.config.INSTRUCTIONS = (
+            {"id": "0123456789ab", "name": "Saved", "text": "Saved template"},
+        )
+        self.config.DEFAULT_INSTRUCTIONS = {"gguf": "0123456789ab", "hf": "builtin"}
         self.config.SUGGESTION_LIMIT = 15
         data = await (await self.client.get("/prompt_manager/autotag/models")).json()
         self.assertEqual(
@@ -1578,6 +1612,27 @@ class TestSavedTaggingDefaults(AutotagAPITestCase):
                 "suggestion_limit": 15,
             },
         )
+        # Built-in first with every text, and each engine's default.
+        self.assertEqual(
+            data["instructions"],
+            [
+                {"id": "builtin", "name": "Built-in", "text": DEFAULT_TAG_TEMPLATE},
+                {"id": "0123456789ab", "name": "Saved", "text": "Saved template"},
+            ],
+        )
+        self.assertEqual(
+            data["default_instructions"], {"gguf": "0123456789ab", "hf": "builtin"}
+        )
+        # HF reads its own default; a WD14 engine reads GGUF's.
+        for model_type, prompt in (
+            ("hf", DEFAULT_TAG_TEMPLATE),
+            ("wd14-vit", "Saved template"),
+        ):
+            self.config.MODEL_TYPE = model_type
+            data = await (
+                await self.client.get("/prompt_manager/autotag/models")
+            ).json()
+            self.assertEqual(data["default_prompt"], prompt, model_type)
 
     async def test_single_without_thresholds_uses_saved_ones(self):
         image = self._make_image(self.output_dir)

tests/test_api_core.py

@@ -343,7 +343,7 @@ class TestReadJsonBody(AioHTTPTestCase):
 
 
 class TestLongJobLock(unittest.TestCase):
-    """_acquire_long_job: one job per family at a time, released on exit."""
+    """The refusal a busy long job answers with."""
 
     def setUp(self):
         database = MagicMock()
@@ -353,33 +353,6 @@ class TestLongJobLock(unittest.TestCase):
     def _run(self, coro):
         return asyncio.run(coro)
 
-    def test_second_acquire_is_refused_until_first_releases(self):
-        async def scenario():
-            first = self.api._acquire_long_job("duplicates")
-            self.assertIsNotNone(first)
-            async with first:
-                self.assertIsNone(self.api._acquire_long_job("duplicates"))
-                # Other families are independent
-                other = self.api._acquire_long_job("thumbnails")
-                self.assertIsNotNone(other)
-                async with other:
-                    pass
-            again = self.api._acquire_long_job("duplicates")
-            self.assertIsNotNone(again)
-            async with again:
-                pass
-
-        self._run(scenario())
-
-    def test_lock_is_released_when_the_job_raises(self):
-        async def scenario():
-            with self.assertRaises(RuntimeError):
-                async with self.api._acquire_long_job("duplicates"):
-                    raise RuntimeError("boom")
-            self.assertIsNotNone(self.api._acquire_long_job("duplicates"))
-
-        self._run(scenario())
-
     def test_busy_response_is_409_with_envelope(self):
         resp = self.api._long_job_busy_response("Duplicate scan")
         self.assertEqual(resp.status, 409)
@@ -796,6 +769,7 @@ class TestRevalidatedCachingBehindMiddlewares(CoreRoutesTestCase):
             self.assertEqual(resp.status, 200, path)
             self.assertEqual(resp.headers.get("Content-Encoding"), "gzip", path)
             self.assertEqual(resp.headers["Cache-Control"], "no-cache", path)
+            await resp.read()  # aiohttp before 3.11.11 hangs on an unread body
             again = await self.client.request(
                 "GET",
                 path,
@@ -806,6 +780,7 @@ class TestRevalidatedCachingBehindMiddlewares(CoreRoutesTestCase):
             )
             self.assertEqual(again.status, 304, path)
             self.assertEqual(again.headers["Cache-Control"], "no-cache", path)
+            await again.read()
 
 
 # ── instance helpers ──────────────────────────────────────────────────
@@ -951,32 +926,6 @@ class TestMetadataParsing(unittest.TestCase):
             f.write(b"nope")
         self.assertEqual(self.api._extract_comfyui_metadata(garbage), {})
 
-    def test_parse_a1111_parameters(self):
-        meta = {"parameters": "a cat\nNegative prompt: dog\nSteps: 20"}
-        parsed = self.api._parse_comfyui_prompt(meta)
-        self.assertEqual(parsed["positive_prompt"], "a cat")
-        self.assertEqual(parsed["negative_prompt"], "dog")
-        self.assertEqual(parsed["parameters"]["parameters"], meta["parameters"])
-
-    def test_parse_comfyui_fields(self):
-        meta = {
-            "prompt": json.dumps({"1": {"class_type": "X", "inputs": {}}}),
-            "workflow": "not json",
-            "steps": "20",
-            "cfg": "not-json-either",
-        }
-        parsed = self.api._parse_comfyui_prompt(meta)
-        self.assertIsInstance(parsed["prompt"], dict)
-        self.assertEqual(parsed["workflow"], "not json")
-        self.assertEqual(parsed["parameters"]["steps"], 20)
-        self.assertEqual(parsed["parameters"]["cfg"], "not-json-either")
-
-        parsed = self.api._parse_comfyui_prompt(
-            {"prompt": "plain text", "workflow": json.dumps({"nodes": []})}
-        )
-        self.assertEqual(parsed["prompt"], "plain text")
-        self.assertEqual(parsed["workflow"], {"nodes": []})
-
 
 if __name__ == "__main__":
     unittest.main()

tests/test_api_duplicate_files.py

@@ -452,6 +452,40 @@ class TestReview(DuplicateFilesTestCase):
         )
 
 
+class TestReviewProtectedRows(DuplicateFilesTestCase):
+    async def test_cleanup_lists_each_copy_the_review_kept(self):
+        if not TestReview._can_symlink(self.tmpdir):  # pragma: no cover
+            self.skipTest("symlinks are not available")
+        self.trio()
+        job, group = await self.found_group()
+        # b.png becomes a link after the find: the review protects it (#586).
+        (self.output_dir / "b.png").unlink()
+        os.symlink(str(self.output_dir / "a.png"), str(self.output_dir / "b.png"))
+        plan = await self.review(job.id, [self.keep_of(group, "a.png")])
+        self.assertEqual(plan["protected"]["count"], 1)
+        body = await self.apply(plan["token"])
+        cleanup = self.api._jobs.get(body["job"]["id"])
+        await asyncio.wait_for(asyncio.shield(cleanup.task), DISK_BOUND_SECONDS)
+        self.assertEqual(cleanup.state, "finished", cleanup.log)
+        rows = {row["path"]: row for row in cleanup.outcomes["kept"]}
+        self.assertEqual(
+            rows["b.png"],
+            {
+                "path": "b.png",
+                "root": rows["a.png"]["root"],
+                "root_index": 0,
+                "detail": "Kept: a link, not a regular file",
+            },
+        )
+        self.assertEqual(rows["a.png"]["detail"], "Kept copy")
+        self.assertEqual(cleanup.counters, {"removed": 1, "kept": 2, "errors": 0})
+        report = cleanup.report()["outcomes"]["kept"]
+        self.assertEqual(
+            sorted(row["path"] for row in report["rows"]), ["a.png", "b.png"]
+        )
+        self.assertFalse(report["truncated"])
+
+
 class TestCleanupJob(DuplicateFilesTestCase):
     async def test_cleanup_is_a_records_job_with_a_safety_backup(self):
         self.trio()

tests/test_api_library.py

@@ -42,6 +42,37 @@ class TestLibraryAPI(ImageAPITestCase):
         self.assertEqual(len(media["images"]), 1)
         self.assertEqual(media["images"][0]["path"], "same.png")
 
+    async def test_used_and_reverse_name_sorts_page_through_every_prompt(self):
+        ids = {text: self._save_prompt(text) for text in ("alpha", "beta", "gamma")}
+        with self.api.db.model.get_connection() as conn:
+            for text, runs, used in (
+                ("alpha", 1, "2026-01-01T00:00:00+00:00"),
+                ("beta", 9, "2026-02-01T00:00:00+00:00"),
+                ("gamma", 0, None),
+            ):
+                conn.execute(
+                    "UPDATE prompts SET run_count=?, last_used_at=? WHERE id=?",
+                    (runs, used, ids[text]),
+                )
+            conn.commit()
+        for sort, expected in (
+            ("most-used", ["beta", "alpha", "gamma"]),
+            ("last-used", ["beta", "alpha", "gamma"]),
+            ("name-desc", ["gamma", "beta", "alpha"]),
+        ):
+            with self.subTest(sort=sort):
+                seen, cursor = [], None
+                for _ in expected:
+                    params = {"sort": sort, "limit": 1}
+                    if cursor:
+                        params["cursor"] = cursor
+                    response, page = await self.get(**params)
+                    self.assertEqual(response.status, 200)
+                    seen.extend(item["text"] for item in page["items"])
+                    cursor = page["next_cursor"]
+                self.assertEqual(seen, expected)
+                self.assertIsNone(cursor)
+
     async def test_scoped_cursor_tampering_filters_and_continuation(self):
         for text in ("one", "two", "three"):
             self._save_prompt(text)

tests/test_api_log_cleanup.py

@@ -266,6 +266,30 @@ class TestApply(LogCleanupTestCase):
         report = json.dumps(job.report())
         self.assertNotIn(self.tmpdir, report)
 
+    async def test_apply_lists_each_kept_file(self):
+        linked = self.seed()
+        plan = await self.preview()
+        _summary, job = await self.run_apply(plan)
+        expected = [
+            ("prompt_manager.log", "Kept: the active log"),
+            ("prompt_manager.log.9", "Kept: another file"),
+            ("prompt_manager.log.bak", "Kept: another file"),
+        ]
+        if linked:
+            expected.append(("prompt_manager.log.4", "Kept: a link"))
+        rows = job.outcomes["protected"]
+        self.assertEqual(
+            sorted((row["path"], row["detail"]) for row in rows), sorted(expected)
+        )
+        self.assertEqual(
+            {(row["root"], row["root_index"]) for row in rows}, {("", None)}
+        )
+        report = job.report()["outcomes"]["protected"]
+        self.assertEqual(
+            (report["count"], len(report["rows"]), report["truncated"]),
+            (plan["protected"]["count"], len(expected), False),
+        )
+
     async def test_apply_rows_name_each_file(self):
         self.seed()
         plan = await self.preview()

tests/test_api_maintenance_pair_metadata.py

@@ -0,0 +1,181 @@
+"""Pair category and tags repair through the maintenance routes (#550).
+
+``pair_metadata`` is reviewed and applied like the other maintenance plans:
+``options`` must be ``{}``, the job is titled "Pair category and tags", the
+safety backup follows the ``maintenance.safety_backup`` policy, and the job's
+downloadable report lists every filled prompt, never cut at 200 rows.
+"""
+
+import asyncio
+import os
+import sys
+from unittest.mock import MagicMock
+
+_mock_server = MagicMock()
+_mock_server.PromptServer.instance.routes = MagicMock()
+sys.modules.setdefault("server", _mock_server)
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from py.api.jobs import MAX_OUTCOME_ROWS  # noqa: E402
+from py.api.maintenance import MAINTENANCE_TITLES  # noqa: E402
+from py.config import PromptManagerConfig  # noqa: E402
+
+try:
+    from tests.test_api_maintenance import WAIT, ApplyTestCase  # noqa: E402
+except ImportError:  # discovered with tests/ as the top-level directory
+    from test_api_maintenance import WAIT, ApplyTestCase  # noqa: E402
+
+OPERATION = "pair_metadata"
+TITLE = "Pair category and tags"
+
+
+class PairMetadataAPITestCase(ApplyTestCase):
+    def pair(self, positive, negative="", **metadata):
+        pair_id = self.api.db.save_prompt_pair(positive, negative, **metadata)
+        with self.api.db.model.get_connection() as conn:
+            prompt = conn.execute(
+                "SELECT positive_prompt_id FROM prompt_pairs WHERE id=?", (pair_id,)
+            ).fetchone()[0]
+        return pair_id, prompt
+
+    def category(self, prompt_id):
+        with self.api.db.model.get_connection() as conn:
+            return conn.execute(
+                "SELECT category FROM prompts WHERE id=?", (prompt_id,)
+            ).fetchone()[0]
+
+
+class TestPairMetadataRoutes(PairMetadataAPITestCase):
+    async def test_preview_accepts_the_operation_and_no_options(self):
+        self.assertEqual(MAINTENANCE_TITLES[OPERATION], TITLE)
+        self.pair("a cat", category="portrait", tags=["a"])
+        plan = await self.preview(OPERATION)
+        self.assertEqual(plan["operation"], OPERATION)
+        self.assertEqual(plan["scope"]["count"], 1)
+        self.assertEqual(plan["backup"]["policy"], "on")
+        refused = await self.preview(OPERATION, 400, options={"all": True})
+        self.assertEqual(refused["code"], "invalid-request")
+
+    async def test_apply_fills_with_a_backup_and_names_it(self):
+        _pair, prompt = self.pair("a cat", "neg", category="portrait", tags=["a", "b"])
+        plan, summary, job = await self.run_apply(OPERATION)
+        self.assertEqual(summary["title"], TITLE)
+        self.assertEqual(summary["admission"], "records")
+        self.assertEqual(job.state, "finished", job.log)
+        self.assertEqual(self.category(prompt), "portrait")
+        [backup] = self.backups()
+        self.assertEqual(
+            job.status_line,
+            "Filled 1 prompt from its saved pairs (1 category, 1 tag set) · "
+            f"Safety backup {backup}",
+        )
+        self.assertEqual(
+            job.outcomes["changed"][0]["detail"],
+            f"Prompt {prompt}: category “portrait”; tags a, b",
+        )
+        self.assertEqual(job.counters["changed"], 1)
+
+    async def test_protected_prompts_are_counted(self):
+        _a, prompt = self.pair("conflict", "n1", category="x")
+        self.pair("conflict", "n2", category="y")
+        self.pair("fill me", category="portrait")
+        plan, _summary, job = await self.run_apply(OPERATION)
+        self.assertEqual(plan["protected"]["reasons"], ["1 where pairs disagree"])
+        self.assertEqual(job.counters["protected"], 1)
+        self.assertIsNone(self.category(prompt))
+        # Live test (#550): the count comes with its rows, in the review's wording.
+        self.assertEqual(
+            job.outcomes["protected"],
+            [
+                {
+                    "path": "",
+                    "root": "",
+                    "root_index": None,
+                    "detail": (
+                        f"Prompt {prompt}: kept, pairs disagree on category: x, y"
+                    ),
+                }
+            ],
+        )
+        report = job.report()["outcomes"]["protected"]
+        self.assertEqual((report["count"], report["truncated"]), (1, False))
+
+    async def test_report_lists_every_kept_prompt(self):
+        PromptManagerConfig.SAFETY_BACKUP = False
+        count = MAX_OUTCOME_ROWS + 5
+        for n in range(count):
+            _pair, prompt = self.pair(f"kept {n:03d}", category="portrait")
+            with self.api.db.model.get_connection() as conn:
+                conn.execute(
+                    "UPDATE prompts SET updated_at='2099-01-01T00:00:00+00:00' "
+                    "WHERE id=?",
+                    (prompt,),
+                )
+        _plan, _summary, job = await self.run_apply(OPERATION)
+        self.assertEqual(job.counters["protected"], count)
+        self.assertEqual(len(job.outcomes["protected"]), MAX_OUTCOME_ROWS)
+        protected = job.report()["outcomes"]["protected"]
+        self.assertEqual(
+            (len(protected["rows"]), protected["truncated"]), (count, False)
+        )
+        self.assertTrue(
+            protected["rows"][0]["detail"].endswith(
+                ": kept, edited after it was saved; its empty category or tags "
+                "may be intentional"
+            )
+        )
+
+    async def test_policy_off_writes_without_a_backup(self):
+        PromptManagerConfig.SAFETY_BACKUP = False
+        _pair, prompt = self.pair("no backup", category="portrait")
+        plan, _summary, job = await self.run_apply(OPERATION)
+        self.assertEqual(plan["backup"]["policy"], "off")
+        self.assertEqual(job.state, "finished", job.log)
+        self.assertIn("No safety backup (the policy is off)", "\n".join(job.log))
+        self.assertTrue(job.status_line.endswith("· No safety backup"))
+        self.assertEqual(self.backups(), [])
+        self.assertEqual(self.category(prompt), "portrait")
+
+    async def test_reviewed_with_the_policy_on_keeps_the_backup(self):
+        self.pair("promise", category="portrait")
+        plan = await self.preview(OPERATION)
+        PromptManagerConfig.SAFETY_BACKUP = False
+        body = await self.apply(plan["token"])
+        job = self.api._jobs.get(body["job"]["id"])
+        await asyncio.wait_for(asyncio.shield(job.task), WAIT)
+        self.assertEqual(len(self.backups()), 1)
+
+    async def test_plan_changed_writes_nothing(self):
+        pair_id, prompt = self.pair("drift", category="portrait")
+        plan = await self.preview(OPERATION)
+        self.api.db.update_prompt_pair_metadata(pair_id, category="landscape")
+        body = await self.apply(plan["token"])
+        job = self.api._jobs.get(body["job"]["id"])
+        await asyncio.wait_for(asyncio.shield(job.task), WAIT)
+        self.assertEqual(job.state, "failed")
+        self.assertEqual(job.last_event["code"], "plan-changed")
+        self.assertIsNone(self.category(prompt))
+
+    async def test_report_lists_every_filled_prompt(self):
+        PromptManagerConfig.SAFETY_BACKUP = False
+        count = MAX_OUTCOME_ROWS + 5
+        for n in range(count):
+            self.pair(f"bulk {n:03d}", category="portrait")
+        _plan, _summary, job = await self.run_apply(OPERATION)
+        self.assertEqual(job.state, "finished", job.log)
+        self.assertEqual(len(job.outcomes["changed"]), MAX_OUTCOME_ROWS)
+        response = await self.client.request(
+            "GET", f"/prompt_manager/jobs/{job.id}/report"
+        )
+        self.assertEqual(response.status, 200)
+        report = await response.json()
+        changed = report["outcomes"]["changed"]
+        self.assertEqual(changed["count"], count)
+        self.assertEqual(len(changed["rows"]), count)
+        self.assertFalse(changed["truncated"])
+        self.assertTrue(
+            all(
+                row["detail"].endswith("category “portrait”") for row in changed["rows"]
+            )
+        )

tests/test_api_maintenance_protected_rows.py

@@ -0,0 +1,140 @@
+"""Protected maintenance items are listed in Activity, not only counted (#586).
+
+Each record a maintenance job keeps gets one ``protected`` row with its
+reason, in the wording of that operation's review, and the job's
+downloadable report lists every one of them (never cut at 200 rows). A kept
+image link names its file, so Activity can still open and locate it.
+"""
+
+import os
+import shutil
+import sys
+from pathlib import Path
+from unittest.mock import MagicMock
+
+_mock_server = MagicMock()
+_mock_server.PromptServer.instance.routes = MagicMock()
+sys.modules.setdefault("server", _mock_server)
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from py.api.jobs import MAX_OUTCOME_ROWS  # noqa: E402
+from py.config import GalleryConfig, PromptManagerConfig  # noqa: E402
+
+try:
+    from tests.test_api_maintenance import ApplyTestCase  # noqa: E402
+except ImportError:  # discovered with tests/ as the top-level directory
+    from test_api_maintenance import ApplyTestCase  # noqa: E402
+
+
+def _record(detail):
+    return {"path": "", "root": "", "root_index": None, "detail": detail}
+
+
+class TestProtectedRows(ApplyTestCase):
+    def duplicate(self, text, created_at="2999-01-01"):
+        with self.api.db.model.get_connection() as conn:
+            return conn.execute(
+                "INSERT INTO prompts(text, created_at) VALUES(?, ?)",
+                (text.upper(), created_at),
+            ).lastrowid
+
+    def assert_complete(self, job, count):
+        self.assertEqual(job.counters["protected"], count)
+        report = job.report()["outcomes"]["protected"]
+        self.assertEqual(
+            (report["count"], len(report["rows"]), report["truncated"]),
+            (count, count, False),
+        )
+
+    async def test_duplicate_prompts_lists_each_kept_copy(self):
+        paired = self.save("A dog")
+        self.api.db.save_prompt_pair("A dog", "")
+        paired_copy = self.duplicate("A dog")
+        titled = self.save("A bird")
+        titled_copy = self.duplicate("A bird")
+        with self.api.db.model.get_connection() as conn:
+            conn.execute(
+                "INSERT INTO prompt_library_state(prompt_id,title) VALUES(?,?)",
+                (titled_copy, "Bird recipe"),
+            )
+        plan, _summary, job = await self.run_apply("duplicate_prompts")
+        self.assertEqual(job.state, "finished", job.log)
+        self.assertEqual(
+            sorted(row["detail"] for row in job.outcomes["protected"]),
+            sorted(
+                [
+                    f"Prompt {paired}: kept, belongs to a saved pair",
+                    f"Prompt {paired_copy}: kept, belongs to a saved pair",
+                    f"Prompt {titled}: kept, a copy has its own Library title",
+                    f"Prompt {titled_copy}: kept, a copy has its own Library title",
+                ]
+            ),
+        )
+        self.assertEqual(plan["protected"]["count"], 4)
+        self.assert_complete(job, 4)
+
+    async def test_unused_components_lists_each_kept_prompt_with_its_reasons(self):
+        self.save("Orphan")
+        tagged = self.save("Kept", tags=["__protected__"])
+        self.api.db.save_prompt_pair("Paired", "")
+        paired = self.api.db.search_prompts(text="Paired")[0]["id"]
+        with self.api.db.model.get_connection() as conn:
+            conn.execute(
+                "INSERT INTO prompt_tags(prompt_id, tag_id) "
+                "SELECT ?, id FROM tags WHERE name='__protected__'",
+                (paired,),
+            )
+        plan, _summary, job = await self.run_apply("unused_components")
+        self.assertEqual(job.state, "finished", job.log)
+        self.assertEqual(
+            sorted(job.outcomes["protected"], key=lambda row: row["detail"]),
+            sorted(
+                [
+                    _record(f"Prompt {tagged}: kept, tagged __protected__"),
+                    _record(
+                        f"Prompt {paired}: kept, in a saved pair; "
+                        "tagged __protected__"
+                    ),
+                ],
+                key=lambda row: row["detail"],
+            ),
+        )
+        self.assertEqual(plan["protected"]["count"], 2)
+        self.assert_complete(job, 2)
+
+    async def test_report_lists_every_kept_prompt(self):
+        PromptManagerConfig.SAFETY_BACKUP = False
+        count = MAX_OUTCOME_ROWS + 5
+        for n in range(count):
+            self.save(f"Kept {n:03d}", tags=["__protected__"])
+        _plan, _summary, job = await self.run_apply("unused_components")
+        self.assertEqual(len(job.outcomes["protected"]), MAX_OUTCOME_ROWS)
+        self.assert_complete(job, count)
+
+    async def test_missing_links_lists_each_kept_link_with_its_file(self):
+        unmounted = Path(self.tmpdir) / "unmounted"
+        unmounted.mkdir()
+        GalleryConfig.MONITORING_DIRECTORIES = [str(self.output_dir), str(unmounted)]
+        prompt = self.save("Links")
+        self.image(prompt, "gone.png", exists=False)
+        self.image(prompt, "sub/away.png", folder=unmounted, exists=False)
+        self.image(prompt, "x.png", folder=Path(self.tmpdir) / "elsewhere")
+        shutil.rmtree(unmounted)
+        plan, _summary, job = await self.run_apply("missing_links")
+        self.assertEqual(job.state, "finished", job.log)
+        self.assertEqual(plan["protected"]["count"], 2)
+        rows = sorted(job.outcomes["protected"], key=lambda row: row["path"])
+        self.assertEqual(
+            [(row["path"], row["detail"]) for row in rows],
+            [
+                ("sub/away.png", "Kept: link under an unavailable source"),
+                ("x.png", "Kept: link outside the image sources"),
+            ],
+        )
+        # The gone source keeps the path under its label; outside every
+        # source the row names the file only.
+        self.assertEqual((rows[0]["root"], rows[0]["root_index"]), ("unmounted", None))
+        self.assertEqual((rows[1]["root"], rows[1]["root_index"]), ("", None))
+        self.assertNotIn(self.tmpdir, str(job.report()))
+        self.assert_complete(job, 2)

tests/test_api_prompts.py

@@ -684,6 +684,28 @@ class TestTagMutationRoutes(RouteCoverageCase):
 
 class TestSaveRoute(RouteCoverageCase):
 
+    async def test_a_malformed_body_is_refused_and_saves_nothing(self):
+        for body in (
+            [],
+            "text",
+            {"text": 123},
+            {"text": "fixture", "category": 123},
+            {"text": "fixture", "notes": 123},
+            {"text": "fixture", "tags": 123},
+            {"text": "fixture", "rating": "high"},
+        ):
+            with self.subTest(body=body):
+                status, data = await self._json(
+                    "POST", "/prompt_manager/save", json=body
+                )
+                self.assertEqual(status, 400)
+                self.assertFalse(data["success"])
+        status, data = await self._json(
+            "POST", "/prompt_manager/save", data=b"{not json"
+        )
+        self.assertEqual(status, 400)
+        self.assertEqual(self.api.db.search_prompts(text="fixture"), [])
+
     async def test_invalid_rating_is_400(self):
         status, data = await self._json(
             "POST", "/prompt_manager/save", json={"text": "ok", "rating": 99}

tests/test_api_thumbnail_location.py

@@ -9,7 +9,6 @@ import json
 import ntpath
 import os
 import posixpath
-import re
 import sys
 import tempfile
 import threading
@@ -378,25 +377,6 @@ class TestValidation(unittest.TestCase):
                 self.assertTrue(text.endswith("."))
 
 
-class TestNoLegacySaveCallers(unittest.TestCase):
-    def test_save_to_file_has_no_callers(self):
-        offenders = []
-        for folder in ("py", "utils", "database"):
-            for path in (REPO / folder).rglob("*.py"):
-                for number, line in enumerate(
-                    path.read_text(encoding="utf-8").splitlines(), 1
-                ):
-                    code = line.split("#", 1)[0]
-                    if (
-                        re.search(r"\bsave_to_file\(", code)
-                        and "def save_to_file" not in code
-                    ):
-                        if "PromptManagerConfig.save_to_file('" in line:
-                            continue  # its own docstring example
-                        offenders.append(f"{path.relative_to(REPO)}:{number}")
-        self.assertEqual(offenders, [])
-
-
 try:
     from tests.test_api_images import ImageAPITestCase
 except ImportError:  # discovered with tests/ as the top-level directory

tests/test_api_workflow_storage.py

@@ -363,11 +363,11 @@ class TestWorkflowStorageOutcomes(WorkflowStorageTestCase):
         prompt_id = self.old_library(count=4)
         conn = self.api.db.model.get_connection()
         with conn:
-            conn.execute(
+            image_id = conn.execute(
                 "INSERT INTO generated_images (prompt_id, image_path, filename, "
                 "file_path, workflow_data) VALUES (?, '/x/b', 'b', '/x/b', x'00')",
                 (prompt_id,),
-            )
+            ).lastrowid
             store_text(conn, "a document no record references")
         _plan, _summary, job = await self.start()
         await self.finish(job)
@@ -377,6 +377,13 @@ class TestWorkflowStorageOutcomes(WorkflowStorageTestCase):
             "Rewrote 4 image records; 1 stored value not text, kept as is", log
         )
         self.assertIn("Removed 1 unused workflow document", log)
+        # #586: the kept value has its row, in the review's wording.
+        self.assertEqual(
+            [row["detail"] for row in job.outcomes["protected"]],
+            [f"Image record {image_id}: workflow, stored value not text; kept as is"],
+        )
+        report = job.report()["outcomes"]["protected"]
+        self.assertEqual((report["count"], report["truncated"]), (1, False))
 
     async def reclaim_with(self, **patches):
         self.old_library(count=4)

tests/test_autotag_batch.py

@@ -54,6 +54,8 @@ class PerImageTagger(HookedTagger):
         names = self.by_bytes.get(self.read_bytes[-1])
         if names is None:
             return result
+        skip = kwargs.get("skip")  # as the engine does (#431)
+        names = [name for name in names if skip is None or not skip.matches(name)]
         return [(name, 0.9) for name in names][: kwargs["limit"]]
 
 

tests/test_autotag_legacy.py

@@ -158,7 +158,30 @@ class TestLegacyBatch(LegacyTestCase):
         self.image("b.png", (2, 2, 2))
         await self.relist()
         await self.legacy("model_type=gguf&prompt=%20")
-        self.assertEqual(self.tagger.calls[-1]["prompt"], AutotagConfig.TEMPLATE)
+        self.assertEqual(
+            self.tagger.calls[-1]["prompt"],
+            AutotagConfig.default_instructions_text("gguf"),
+        )
+        # #431: a blank prompt falls back to the request engine's own default.
+        saved = (AutotagConfig.INSTRUCTIONS, AutotagConfig.DEFAULT_INSTRUCTIONS)
+        self.addCleanup(
+            lambda: (
+                setattr(AutotagConfig, "INSTRUCTIONS", saved[0]),
+                setattr(AutotagConfig, "DEFAULT_INSTRUCTIONS", saved[1]),
+            )
+        )
+        AutotagConfig.INSTRUCTIONS = (
+            {"id": "0123456789ab", "name": "Photo", "text": "Photo tags."},
+        )
+        AutotagConfig.DEFAULT_INSTRUCTIONS = {"gguf": "builtin", "hf": "0123456789ab"}
+        for model_type, expected in (
+            ("hf", "Photo tags."),
+            ("gguf", AutotagConfig.default_instructions_text("gguf")),
+        ):
+            self.image(f"{model_type}.png", (3, 3, len(model_type)))
+            await self.relist()
+            await self.legacy(f"model_type={model_type}&prompt=%20&skip_tagged=false")
+            self.assertEqual(self.tagger.calls[-1]["prompt"], expected, model_type)
         self.assertEqual(self.tagger.custom_prompt, "legacy prompt")
 
     async def test_a_missing_backend_package_is_one_error_frame(self):

tests/test_cached_runs.py

@@ -197,7 +197,6 @@ class JobCase(unittest.TestCase):
         node.logger = logging.getLogger("test.cached_runs")
         node.prompt_tracker = mock.Mock()
         self.trackers.append(node.prompt_tracker)
-        node.comfyui_integration = mock.Mock()
         node._inject_lora_trigger_words = lambda text: text
         node.pending_first_use = self.pending
         node.pending_pair_first_use = self.pair_pending

tests/test_comfyui_integration.py

@@ -1,153 +0,0 @@
-"""Tests for utils.comfyui_integration."""
-
-import os
-import sys
-import types
-import unittest
-
-sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
-
-from utils.comfyui_integration import ComfyUIMetadataIntegration
-
-
-class TestSaveImageNotPatched(unittest.TestCase):
-    """Regression for #75: SaveImage must save each node's own prompt inputs.
-
-    The old SaveImage patch wrote the last-run PromptManager prompt into every
-    PromptManager node, so negative prompts were saved as copies of the positive.
-    """
-
-    def setUp(self):
-        def save_images(
-            self_node,
-            images,
-            filename_prefix="ComfyUI",
-            prompt=None,
-            extra_pnginfo=None,
-        ):
-            return {"prompt": prompt}
-
-        self.original_save_images = save_images
-        fake_nodes = types.ModuleType("nodes")
-        fake_nodes.SaveImage = type("SaveImage", (), {"save_images": save_images})
-        self._saved_nodes = sys.modules.get("nodes")
-        sys.modules["nodes"] = fake_nodes
-        self.fake_nodes = fake_nodes
-        ComfyUIMetadataIntegration._instance = None
-
-    def tearDown(self):
-        ComfyUIMetadataIntegration._instance = None
-        if self._saved_nodes is None:
-            sys.modules.pop("nodes", None)
-        else:
-            sys.modules["nodes"] = self._saved_nodes
-
-    def test_save_images_is_left_untouched(self):
-        ComfyUIMetadataIntegration()
-        self.assertIs(self.fake_nodes.SaveImage.save_images, self.original_save_images)
-
-    def test_registered_prompt_does_not_rewrite_saved_metadata(self):
-        integration = ComfyUIMetadataIntegration()
-        integration.register_prompt("pm_1", "positive final text", {})
-        prompt = {
-            "39": {"class_type": "PromptManager", "inputs": {"text": "a cat"}},
-            "40": {"class_type": "PromptManager", "inputs": {"text": "blurry"}},
-        }
-
-        result = self.fake_nodes.SaveImage().save_images([], prompt=prompt)
-
-        self.assertEqual(result["prompt"]["39"]["inputs"]["text"], "a cat")
-        self.assertEqual(result["prompt"]["40"]["inputs"]["text"], "blurry")
-
-    def test_prompt_registry_still_available_to_nodes(self):
-        integration = ComfyUIMetadataIntegration()
-        integration.register_prompt("pm_1", "hello", {})
-        self.assertEqual(integration.get_current_prompt_text("pm_1"), "hello")
-
-
-import threading  # noqa: E402
-import unittest.mock as mock  # noqa: E402
-
-from utils import comfyui_integration  # noqa: E402
-from utils.comfyui_integration import get_comfyui_integration  # noqa: E402
-
-
-class IntegrationTestCase(unittest.TestCase):
-    def setUp(self):
-        ComfyUIMetadataIntegration._instance = None
-        comfyui_integration._integration_instance = None
-        # Patch the module's own ``time`` name rather than ``time.time`` globally:
-        # background threads from other tests (image monitor, watchdog) would
-        # otherwise tick this clock and make fresh registrations look stale.
-        self.clock = mock.patch.object(
-            comfyui_integration, "time", types.SimpleNamespace(time=self._now)
-        )
-        self.clock.start()
-        self.addCleanup(self.clock.stop)
-        self._ticks = 1000.0
-        self.integration = get_comfyui_integration()
-
-    def tearDown(self):
-        ComfyUIMetadataIntegration._instance = None
-        comfyui_integration._integration_instance = None
-
-    def _now(self):
-        self._ticks += 1.0
-        return self._ticks
-
-
-class TestSingletonAndRegistry(IntegrationTestCase):
-    def test_singleton_keeps_registrations_across_constructions(self):
-        self.assertIs(get_comfyui_integration(), self.integration)
-        self.assertIs(ComfyUIMetadataIntegration(), self.integration)
-        self.integration.register_prompt("n1", "hello", {"category": "x"})
-        ComfyUIMetadataIntegration()  # __init__ runs again: must not reset state
-        self.assertEqual(self.integration.get_current_prompt_text("n1"), "hello")
-
-    def test_latest_prompt_of_this_thread_wins_without_a_node_id(self):
-        self.integration.register_prompt("n1", "first", {})
-        self.integration.register_prompt("n2", "second", {})
-        self.assertEqual(self.integration.get_current_prompt_text(), "second")
-        self.assertEqual(self.integration.get_current_prompt_text("missing"), "second")
-        self.assertEqual(self.integration.get_current_prompt_text("n1"), "first")
-
-    def test_nothing_registered_returns_none(self):
-        self.assertIsNone(self.integration.get_current_prompt_text())
-        self.assertIsNone(self.integration.get_current_prompt_text("n1"))
-
-
-class TestCrossThreadLookup(IntegrationTestCase):
-    def _register_in_thread(self, text):
-        worker = threading.Thread(
-            target=self.integration.register_prompt, args=("w1", text, {})
-        )
-        worker.start()
-        worker.join()
-
-    def test_recent_prompt_from_another_thread_is_used(self):
-        self._register_in_thread("from worker")
-        self.assertEqual(self.integration.get_current_prompt_text(), "from worker")
-
-    def test_stale_prompt_from_another_thread_is_ignored(self):
-        self._register_in_thread("from worker")
-        self._ticks += 400.0
-        self.assertIsNone(self.integration.get_current_prompt_text())
-
-    def test_global_entry_of_this_thread_is_found_without_thread_local(self):
-        self.integration.register_prompt("n1", "mine", {})
-        self.integration._thread_local = threading.local()
-        self.assertEqual(self.integration.get_current_prompt_text(), "mine")
-
-    def test_cleanup_removes_old_registrations_only(self):
-        self._register_in_thread("old")
-        self._ticks += 700.0
-        self.integration.register_prompt("n2", "new", {})
-        self.integration.cleanup_old_prompts(max_age_seconds=600)
-        texts = sorted(v["text"] for v in self.integration._current_prompts.values())
-        self.assertEqual(texts, ["new"])
-        self.integration.cleanup_old_prompts(max_age_seconds=600)  # nothing to do
-        self.assertEqual(len(self.integration._current_prompts), 1)
-
-
-if __name__ == "__main__":
-    unittest.main()

tests/test_config.py

@@ -213,7 +213,8 @@ class TestPromptManagerConfig(unittest.TestCase):
         try:
             # Modify a value
             PromptManagerConfig.MAX_SEARCH_RESULTS = 42
-            PromptManagerConfig.save_to_file(tmp.name)
+            with open(tmp.name, "w", encoding="utf-8") as handle:
+                json.dump(PromptManagerConfig.get_config(), handle)
 
             # Reset and reload
             PromptManagerConfig.MAX_SEARCH_RESULTS = 100
@@ -240,55 +241,6 @@ class TestPromptManagerConfig(unittest.TestCase):
         finally:
             os.unlink(tmp.name)
 
-    def test_save_creates_directory(self):
-        tmp_dir = tempfile.mkdtemp()
-        nested_path = os.path.join(tmp_dir, "subdir", "config.json")
-        try:
-            PromptManagerConfig.save_to_file(nested_path)
-            self.assertTrue(os.path.exists(nested_path))
-            with open(nested_path) as f:
-                data = json.load(f)
-            self.assertIn("database", data)
-        finally:
-            import shutil
-
-            shutil.rmtree(tmp_dir)
-
-    def test_saved_file_is_private_to_the_user(self):
-        import stat
-
-        tmp_dir = tempfile.mkdtemp()
-        try:
-            path = os.path.join(tmp_dir, "config.json")
-            PromptManagerConfig.save_to_file(path)
-            mode = stat.S_IMODE(os.stat(path).st_mode)
-            if os.name == "posix":
-                self.assertEqual(mode, 0o600)
-            with open(path) as f:
-                self.assertIn("database", json.load(f))
-            # Overwriting an existing, more open file tightens it as well
-            os.chmod(path, 0o644)
-            PromptManagerConfig.save_to_file(path)
-            if os.name == "posix":
-                self.assertEqual(stat.S_IMODE(os.stat(path).st_mode), 0o600)
-        finally:
-            import shutil
-
-            shutil.rmtree(tmp_dir, ignore_errors=True)
-
-    def test_saved_file_is_valid_json(self):
-        tmp = tempfile.NamedTemporaryFile(
-            delete=False, suffix=".json", dir=tempfile.gettempdir()
-        )
-        tmp.close()
-        try:
-            PromptManagerConfig.save_to_file(tmp.name)
-            with open(tmp.name) as f:
-                data = json.load(f)
-            self.assertIsInstance(data, dict)
-        finally:
-            os.unlink(tmp.name)
-
 
 class TestIntegrationConfig(unittest.TestCase):
     """Test IntegrationConfig for LoRA Manager settings."""
@@ -404,18 +356,6 @@ class TestConfigPathOverride(unittest.TestCase):
             os.environ[self.ENV] = custom
             self.assertEqual(PromptManagerConfig.get_config_path(), custom)
 
-    def test_save_without_path_uses_env_override(self):
-        with tempfile.TemporaryDirectory() as tmpdir:
-            custom = os.path.join(tmpdir, "nested", "custom.json")
-            os.environ[self.ENV] = custom
-            PromptManagerConfig.RESULT_TIMEOUT = 42
-
-            PromptManagerConfig.save_to_file()
-
-            with open(custom) as f:
-                saved = json.load(f)
-            self.assertEqual(saved["web_ui"]["result_timeout"], 42)
-
     def test_load_without_path_uses_env_override(self):
         with tempfile.TemporaryDirectory() as tmpdir:
             custom = os.path.join(tmpdir, "custom.json")
@@ -442,8 +382,11 @@ class TestAutotagConfig(unittest.TestCase):
                 "EXISTING",
                 "GENERAL_THRESHOLD",
                 "CHARACTER_THRESHOLD",
-                "TEMPLATE",
                 "SUGGESTION_LIMIT",
+                "SKIPPED_TAGS",
+                "INSTRUCTIONS",
+                "DEFAULT_INSTRUCTIONS",
+                "_LEGACY_TEMPLATE",
             )
         }
 
@@ -487,22 +430,21 @@ class TestAutotagConfig(unittest.TestCase):
                     "general_threshold": 0.35,
                     "character_threshold": 0.85,
                     "suggestion_limit": 10,
+                    "skipped_tags": [],
+                    "instructions": [],
+                    "default_instructions": {"gguf": "builtin", "hf": "builtin"},
                 }
             },
         )
-        # The built-in template is not written; a saved one is.
-        self.config_class.TEMPLATE = "Saved."
-        self.assertEqual(
-            PromptManagerConfig.get_config()["autotag"]["defaults"]["template"],
-            "Saved.",
-        )
-        self.config_class.TEMPLATE = config_module.DEFAULT_TAG_TEMPLATE
+        # #431: the old template key is written only as the GGUF default's
+        # mirror (test_saved_instructions covers it).
         with tempfile.TemporaryDirectory() as tmpdir:
             path = os.path.join(tmpdir, "config.json")
             PromptManagerConfig.update_config(
                 {"autotag": {"defaults": {"suggestion_limit": 25}}}
             )
-            PromptManagerConfig.save_to_file(path)
+            with open(path, "w", encoding="utf-8") as handle:
+                json.dump(PromptManagerConfig.get_config(), handle)
             self.config_class.SUGGESTION_LIMIT = 10
             PromptManagerConfig.load_from_file(path)
         self.assertEqual(self.config_class.suggestion_limit(), 25)
@@ -524,16 +466,16 @@ class TestAutotagConfig(unittest.TestCase):
             "existing": "merge",
             "general_threshold": 0.4,
             "character_threshold": 0.7,
-            "template": "Tags only.",
             "suggestion_limit": 15,
+            "skipped_tags": ("blurry", "closed eyes"),
         }
         fallback = {
             "model_type": "wd14-swinv2",
             "existing": "skip",
             "general_threshold": 0.35,
             "character_threshold": 0.85,
-            "template": config_module.DEFAULT_TAG_TEMPLATE,
             "suggestion_limit": 10,
+            "skipped_tags": (),
         }
         bad_values = {
             "model_type": ["wd14-convnext", 3, None],
@@ -544,6 +486,8 @@ class TestAutotagConfig(unittest.TestCase):
             # 4000 characters are at most 16,000 UTF-8 bytes, so the 16 KiB
             # byte cap can only be met past the character cap.
             "template": ["", "   ", "x" * 4001, "\U0001f600" * 4097, "\ud800", 7],
+            # #431: the whole list falls back; entries are never dropped one by one.
+            "skipped_tags": ["blurry", ["a,b"], ["sky", "Sky"], [""], ["x"] * 201],
         }
         for key, values in bad_values.items():
             for value in values:
@@ -552,7 +496,7 @@ class TestAutotagConfig(unittest.TestCase):
                     with tempfile.TemporaryDirectory() as tmpdir:
                         path = os.path.join(tmpdir, "config.json")
                         with open(path, "w") as f:
-                            json.dump({"autotag": {"defaults": saved}}, f)
+                            json.dump({"autotag": {"defaults": saved}}, f, default=list)
                         with self.assertLogs(
                             "prompt_manager.config", level="WARNING"
                         ) as logs:
@@ -563,7 +507,32 @@ class TestAutotagConfig(unittest.TestCase):
                         k: getattr(self.config_class, attr)
                         for k, (attr, _v, _d) in self.config_class._KEYS.items()
                     }
-                    self.assertEqual(loaded, dict(good, **{key: fallback[key]}))
+                    # The old template is no attribute any more (#431): a bad
+                    # one is only warned about and imports nothing.
+                    expected = (
+                        dict(good, **{key: fallback[key]}) if key in fallback else good
+                    )
+                    self.assertEqual(loaded, expected)
+
+    def test_skipped_tags_load_trimmed_and_warn_once_when_damaged(self):
+        """#431: the list is kept as typed (trimmed); a damaged list is
+        replaced by no skipped tags with one warning naming the reason."""
+        PromptManagerConfig.update_config(
+            {"autotag": {"defaults": {"skipped_tags": [" blurry ", "(fate)"]}}}
+        )
+        self.assertEqual(self.config_class.SKIPPED_TAGS, ("blurry", "(fate)"))
+        with self.assertLogs("prompt_manager.config", level="WARNING") as logs:
+            PromptManagerConfig.update_config(
+                {"autotag": {"defaults": {"skipped_tags": ["sky", "a,b"]}}}
+            )
+        self.assertEqual(self.config_class.SKIPPED_TAGS, ())
+        self.assertEqual(
+            [record.getMessage() for record in logs.records],
+            [
+                "autotag.defaults.skipped_tags entry 2 must not contain a comma"
+                " or a line break; using no skipped tags"
+            ],
+        )
 
     def test_tagging_validators_moved_with_their_messages(self):
         validate_threshold = config_module.validate_threshold

tests/test_empty_text_handling.py

@@ -15,12 +15,11 @@ sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 
 @patch("prompt_manager_base.get_image_monitor")
 @patch("prompt_manager_base.get_prompt_tracker")
-@patch("prompt_manager_base.get_comfyui_integration")
 @patch("prompt_manager_base.PromptDatabase")
 class TestPromptManagerTextEmptyInput(unittest.TestCase):
     """Test PromptManagerText with empty/blank text inputs (issue #123)."""
 
-    def _make_node(self, mock_db_class, mock_integration, mock_tracker, mock_monitor):
+    def _make_node(self, mock_db_class, mock_tracker, mock_monitor):
         mock_db = Mock()
         mock_db_class.return_value = mock_db
         mock_db.save_prompt.return_value = 1
@@ -30,73 +29,64 @@ class TestPromptManagerTextEmptyInput(unittest.TestCase):
 
         return PromptManagerText()
 
-    def test_empty_string(self, mock_db, mock_integ, mock_tracker, mock_monitor):
+    def test_empty_string(self, mock_db, mock_tracker, mock_monitor):
         """Empty string should not raise UnboundLocalError."""
-        node = self._make_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(text="")
         self.assertIsInstance(result, tuple)
         self.assertEqual(result[0], "")
 
-    def test_whitespace_only(self, mock_db, mock_integ, mock_tracker, mock_monitor):
+    def test_whitespace_only(self, mock_db, mock_tracker, mock_monitor):
         """Whitespace-only string should not raise UnboundLocalError."""
-        node = self._make_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(text="   ")
         self.assertIsInstance(result, tuple)
 
-    def test_none_coerced_empty(self, mock_db, mock_integ, mock_tracker, mock_monitor):
+    def test_none_coerced_empty(self, mock_db, mock_tracker, mock_monitor):
         """Falsy text value should not raise UnboundLocalError."""
-        node = self._make_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_node(mock_db, mock_tracker, mock_monitor)
         # ComfyUI may pass empty string for unconnected inputs
         result = node.process_text(text="", category="", tags="")
         self.assertIsInstance(result, tuple)
 
-    def test_empty_text_with_prepend_append(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_empty_text_with_prepend_append(self, mock_db, mock_tracker, mock_monitor):
         """Empty main text with prepend/append should produce single space, not
         double."""
-        node = self._make_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(text="", prepend_text="before", append_text="after")
         self.assertIsInstance(result, tuple)
         self.assertEqual(result[0], "before after")
         self.assertNotIn("  ", result[0])
 
-    def test_valid_text_still_works(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_valid_text_still_works(self, mock_db, mock_tracker, mock_monitor):
         """Normal text input should continue to work correctly."""
-        node = self._make_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(text="a beautiful sunset")
         self.assertIsInstance(result, tuple)
         self.assertEqual(result[0], "a beautiful sunset")
 
-    def test_prepend_text_append_all_present(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_prepend_text_append_all_present(self, mock_db, mock_tracker, mock_monitor):
         """All three parts should combine with single spaces."""
-        node = self._make_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(
             text="main prompt", prepend_text="before", append_text="after"
         )
         self.assertEqual(result[0], "before main prompt after")
 
-    def test_only_prepend(self, mock_db, mock_integ, mock_tracker, mock_monitor):
+    def test_only_prepend(self, mock_db, mock_tracker, mock_monitor):
         """Prepend with empty text should output just prepend."""
-        node = self._make_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(text="", prepend_text="before")
         self.assertEqual(result[0], "before")
 
 
 @patch("prompt_manager_base.get_image_monitor")
 @patch("prompt_manager_base.get_prompt_tracker")
-@patch("prompt_manager_base.get_comfyui_integration")
 @patch("prompt_manager_base.PromptDatabase")
 class TestPromptManagerEmptyInput(unittest.TestCase):
     """Test PromptManager (CLIP variant) with empty/blank text inputs (issue #123)."""
 
-    def _make_node_and_clip(
-        self, mock_db_class, mock_integration, mock_tracker, mock_monitor
-    ):
+    def _make_node_and_clip(self, mock_db_class, mock_tracker, mock_monitor):
         mock_db = Mock()
         mock_db_class.return_value = mock_db
         mock_db.save_prompt.return_value = 1
@@ -110,30 +100,22 @@ class TestPromptManagerEmptyInput(unittest.TestCase):
 
         return PromptManager(), mock_clip
 
-    def test_empty_string(self, mock_db, mock_integ, mock_tracker, mock_monitor):
+    def test_empty_string(self, mock_db, mock_tracker, mock_monitor):
         """Empty string should not raise UnboundLocalError."""
-        node, clip = self._make_node_and_clip(
-            mock_db, mock_integ, mock_tracker, mock_monitor
-        )
+        node, clip = self._make_node_and_clip(mock_db, mock_tracker, mock_monitor)
         result = node.encode_prompt(clip=clip, text="")
         self.assertIsInstance(result, tuple)
 
-    def test_whitespace_only(self, mock_db, mock_integ, mock_tracker, mock_monitor):
+    def test_whitespace_only(self, mock_db, mock_tracker, mock_monitor):
         """Whitespace-only string should not raise UnboundLocalError."""
-        node, clip = self._make_node_and_clip(
-            mock_db, mock_integ, mock_tracker, mock_monitor
-        )
+        node, clip = self._make_node_and_clip(mock_db, mock_tracker, mock_monitor)
         result = node.encode_prompt(clip=clip, text="   ")
         self.assertIsInstance(result, tuple)
 
-    def test_empty_text_with_prepend_append(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_empty_text_with_prepend_append(self, mock_db, mock_tracker, mock_monitor):
         """Empty main text with prepend/append should produce single space, not
         double."""
-        node, clip = self._make_node_and_clip(
-            mock_db, mock_integ, mock_tracker, mock_monitor
-        )
+        node, clip = self._make_node_and_clip(mock_db, mock_tracker, mock_monitor)
         result = node.encode_prompt(
             clip=clip, text="", prepend_text="before", append_text="after"
         )
@@ -141,24 +123,16 @@ class TestPromptManagerEmptyInput(unittest.TestCase):
         self.assertEqual(result[1], "before after")
         self.assertNotIn("  ", result[1])
 
-    def test_valid_text_still_works(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_valid_text_still_works(self, mock_db, mock_tracker, mock_monitor):
         """Normal text input should continue to work correctly."""
-        node, clip = self._make_node_and_clip(
-            mock_db, mock_integ, mock_tracker, mock_monitor
-        )
+        node, clip = self._make_node_and_clip(mock_db, mock_tracker, mock_monitor)
         result = node.encode_prompt(clip=clip, text="a beautiful sunset")
         self.assertIsInstance(result, tuple)
         self.assertEqual(result[1], "a beautiful sunset")
 
-    def test_prepend_text_append_all_present(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_prepend_text_append_all_present(self, mock_db, mock_tracker, mock_monitor):
         """All three parts should combine with single spaces."""
-        node, clip = self._make_node_and_clip(
-            mock_db, mock_integ, mock_tracker, mock_monitor
-        )
+        node, clip = self._make_node_and_clip(mock_db, mock_tracker, mock_monitor)
         result = node.encode_prompt(
             clip=clip, text="main prompt", prepend_text="before", append_text="after"
         )
@@ -167,7 +141,6 @@ class TestPromptManagerEmptyInput(unittest.TestCase):
 
 @patch("prompt_manager_base.get_image_monitor")
 @patch("prompt_manager_base.get_prompt_tracker")
-@patch("prompt_manager_base.get_comfyui_integration")
 @patch("prompt_manager_base.PromptDatabase")
 class TestConnectedTextInput(unittest.TestCase):
     """Test that externally connected text is preserved in output (issue #123).
@@ -177,7 +150,7 @@ class TestConnectedTextInput(unittest.TestCase):
     value reaches Python; these tests verify Python handles it correctly.
     """
 
-    def _make_text_node(self, mock_db_class, mock_integ, mock_tracker, mock_monitor):
+    def _make_text_node(self, mock_db_class, mock_tracker, mock_monitor):
         mock_db = Mock()
         mock_db_class.return_value = mock_db
         mock_db.save_prompt.return_value = 1
@@ -186,7 +159,7 @@ class TestConnectedTextInput(unittest.TestCase):
 
         return PromptManagerText()
 
-    def _make_clip_node(self, mock_db_class, mock_integ, mock_tracker, mock_monitor):
+    def _make_clip_node(self, mock_db_class, mock_tracker, mock_monitor):
         mock_db = Mock()
         mock_db_class.return_value = mock_db
         mock_db.save_prompt.return_value = 1
@@ -199,10 +172,10 @@ class TestConnectedTextInput(unittest.TestCase):
         return PromptManager(), mock_clip
 
     def test_text_node_connected_text_with_prepend_append(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
+        self, mock_db, mock_tracker, mock_monitor
     ):
         """Simulates screenshot: connected text + prepend + append must all appear."""
-        node = self._make_text_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_text_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(
             text="This is the prompt",
             prepend_text="This is prepend text",
@@ -213,21 +186,17 @@ class TestConnectedTextInput(unittest.TestCase):
             "This is prepend text This is the prompt This is append text",
         )
 
-    def test_text_node_connected_text_only(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_text_node_connected_text_only(self, mock_db, mock_tracker, mock_monitor):
         """Connected text without prepend/append passes through unchanged."""
-        node = self._make_text_node(mock_db, mock_integ, mock_tracker, mock_monitor)
+        node = self._make_text_node(mock_db, mock_tracker, mock_monitor)
         result = node.process_text(text="This is the prompt")
         self.assertEqual(result[0], "This is the prompt")
 
     def test_clip_node_connected_text_with_prepend_append(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
+        self, mock_db, mock_tracker, mock_monitor
     ):
         """Same scenario for PromptManager (CLIP variant)."""
-        node, clip = self._make_clip_node(
-            mock_db, mock_integ, mock_tracker, mock_monitor
-        )
+        node, clip = self._make_clip_node(mock_db, mock_tracker, mock_monitor)
         result = node.encode_prompt(
             clip=clip,
             text="This is the prompt",
@@ -239,13 +208,9 @@ class TestConnectedTextInput(unittest.TestCase):
             "This is prepend text This is the prompt This is append text",
         )
 
-    def test_clip_node_connected_text_only(
-        self, mock_db, mock_integ, mock_tracker, mock_monitor
-    ):
+    def test_clip_node_connected_text_only(self, mock_db, mock_tracker, mock_monitor):
         """Connected text without prepend/append passes through unchanged."""
-        node, clip = self._make_clip_node(
-            mock_db, mock_integ, mock_tracker, mock_monitor
-        )
+        node, clip = self._make_clip_node(mock_db, mock_tracker, mock_monitor)
         result = node.encode_prompt(clip=clip, text="This is the prompt")
         self.assertEqual(result[1], "This is the prompt")
 

tests/test_execution_context_capture.py

@@ -324,7 +324,6 @@ class CaptureTests(unittest.TestCase):
             node.db.save_prompt_pair.side_effect = RuntimeError("offline")
             node.logger = logging.getLogger("test.capture.nodes")
             node.prompt_tracker = Mock()
-            node.comfyui_integration = Mock()
             node._inject_lora_trigger_words = lambda text: text + " TRIGGER"
             clip = Mock()
             clip.tokenize.side_effect = lambda text: text

tests/test_focused_node.py

@@ -24,7 +24,6 @@ class TestFocusedNode(unittest.TestCase):
     def test_focused_encodes_composition_and_tracks_main_text_and_graph(self):
         node = PromptManagerFocused.__new__(PromptManagerFocused)
         node.logger = logging.getLogger("test.focused")
-        node.comfyui_integration = mock.Mock()
         node._inject_lora_trigger_words = lambda text: text
         node._track_prompt_execution = mock.Mock(return_value=42)
         clip = mock.Mock()

tests/test_hashing.py

@@ -1,7 +1,7 @@
 """
 Tests for hashing utilities.
 
-Tests is_duplicate_prompt and generate_prompt_hash, which are
+Tests and generate_prompt_hash, which are
 currently untested. generate_prompt_hash is covered in test_basic.py
 but we add edge cases here.
 """
@@ -15,7 +15,6 @@ sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 from tests.background_stops import stop_tracker  # noqa: E402
 from utils.hashing import (
     generate_prompt_hash,
-    is_duplicate_prompt,
     STRIPPED_CODE_POINTS,
     prompt_key,
     register_prompt_functions,
@@ -69,33 +68,6 @@ class TestSingleHashImplementation(unittest.TestCase):
         self.assertFalse(os.path.exists(os.path.join(ROOT, "restart_gallery.py")))
 
 
-class TestIsDuplicatePrompt(unittest.TestCase):
-    """Test is_duplicate_prompt function."""
-
-    def test_identical_texts_are_duplicates(self):
-        self.assertTrue(is_duplicate_prompt("hello", "hello"))
-
-    def test_case_insensitive(self):
-        self.assertTrue(is_duplicate_prompt("Hello World", "hello world"))
-
-    def test_whitespace_insensitive(self):
-        self.assertTrue(is_duplicate_prompt("  hello  ", "hello"))
-
-    def test_different_texts_not_duplicates(self):
-        self.assertFalse(is_duplicate_prompt("text A", "text B"))
-
-    def test_threshold_parameter_accepted(self):
-        # threshold is unused but should not cause errors
-        self.assertTrue(is_duplicate_prompt("same", "same", threshold=0.5))
-
-    def test_empty_strings_are_duplicates(self):
-        self.assertTrue(is_duplicate_prompt("", ""))
-
-    def test_unicode_comparison(self):
-        self.assertTrue(is_duplicate_prompt("日本語", "日本語"))
-        self.assertFalse(is_duplicate_prompt("日本語", "中文"))
-
-
 class TestGeneratePromptHashEdgeCases(unittest.TestCase):
     """Additional edge cases for generate_prompt_hash."""
 

tests/test_image_monitor_singleton.py

@@ -21,7 +21,7 @@ sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
 
 # Mock ComfyUI server before importing anything that touches config. Only the
 # first test module to run installs the stub; nothing else in sys.modules is
-# replaced, so later modules (test_comfyui_integration) see the real package.
+# replaced, so later modules see the real package.
 _mock_server = MagicMock()
 _mock_server.PromptServer.instance.routes = MagicMock()
 sys.modules.setdefault("server", _mock_server)
@@ -881,17 +881,6 @@ class TestOutputListener(unittest.TestCase):
             self.assertTrue(monitor.stop_monitoring())
 
 
-class TestModuleIsolation(unittest.TestCase):
-    """This module must not leave mocks behind for later test modules."""
-
-    def test_comfyui_integration_is_not_replaced_by_a_mock(self):
-        module = sys.modules.get("utils.comfyui_integration")
-        self.assertFalse(
-            isinstance(module, MagicMock),
-            "utils.comfyui_integration was replaced by a MagicMock in sys.modules",
-        )
-
-
 class TestMonitorThreadSafety(unittest.TestCase):
     """Singleton creation must be thread-safe."""