Merge remote-tracking branch 'origin/main' into feat/331-collections-pr3

# Conflicts:
#	docs/application-redesign.md

.gitignore

@@ -214,3 +214,7 @@ coverage/
 
 # Old library files a Move library renamed (never deleted; #249 S6b)
 *.moved-to-*
+
+# Per-install key behind the workspace scopes and cursors (#430)
+workspace-scope.key
+.workspace-scope.key.*.tmp

TESTING.md

@@ -551,6 +551,49 @@ hold a walk open with a gated scan instead of sleeping.
   time to network idle and the 10 slowest requests, from a fresh browser
   context each run.
 
+## Open pages across restarts and source changes (#430)
+
+A page addresses a listed file as `{root_index, root_scope, path}`. The root
+scope is an HMAC over the root's index and canonical path, so the server refuses
+(409 `source-changed`) an action aimed at a root that was renumbered or replaced
+since the page listed it (a same-named `ComfyUI_00001_.png` sits in every output
+folder). Its key, and the listing cursors' key, derive from one random secret in
+`workspace-scope.key` beside the database (`utils/workspace_keys.py`; owner-only,
+64 hex characters; never in config.json or the database, so no backup or export
+carries it; Move library copies it, best effort). A ComfyUI restart therefore keeps
+every scope and cursor an open page holds: `tests/test_api_workspace_restart.py`
+proves it with a second API on its own server and with two fresh interpreters on
+the same database. The key file is created with a temp file and `os.link` (of two
+first starts one file wins; without hard links `O_EXCL`), re-read after any write,
+replaced with a WARNING when corrupt, and a folder that cannot hold it gives that
+process a per-process key (one WARNING; open pages then refresh after a restart).
+Tests never write it outside their own temp folders.
+
+The cursor is `{"v": 2, "key"}` with the listing scope (it hashes every absolute
+root) bound into its MAC only, never sent. Bump `v` whenever the key tuple's shape
+changes: a cursor now outlives a restart and an upgrade. A cursor the server
+cannot verify (another key, root list or filter set) answers 400
+`cursor-stale`; Images then shows "The image collection changed. Refresh image
+collection to continue." and its Retry becomes **Refresh image collection**.
+
+When a source really changed, `POST /prompt_manager/images/rescope` (`{"target":
+{...}}`, validated by `media_target`, index ≤ 4095) maps the held target to the
+first current root whose scope at the old index equals the held scope, and answers
+the file's current workspace descriptor; a removed or replaced root, another key
+or a foreign scope is 409 `source-changed`, a missing file 404 `file-missing`, a
+path leaving the root or a preview 403 (always `no-store`). Only the Images roots
+are mapped. Images (`images-source-recovery.mjs`) asks once per held
+`(key, scope)` pair, shared by the inspector (an inspection that turns
+`refreshRequired` with `code: "source-changed"`), the viewer (a media load error)
+and the Tag image dialog. Found under another index, nothing is kept by an old key
+(`root_index:path` could name another source's file): the viewer closes, the checks
+clear, a Source filter on the old index follows the file (another one falls back to
+All sources), only that file stays selected and the collection lists again; a
+manual Refresh forgets every pair. Not found, the existing visible Refresh stays.
+Browser tests: `workspace-stale-source.spec.mjs` (`/__test__/sources/reverse` and
+`/__test__/scope-key/rotate`, both undone by every reset); the manual-Refresh
+recovery specs in `workspace-images.spec.mjs` answer every rescope 409.
+
 ## Windows portability preflight
 
 Before changing paths, SQLite, streams, restore or cleanup:
@@ -688,7 +731,7 @@ The shared inline and collection inspector reads the current rooted file's suppo
 embedded records, exact generation facts and recorded or inferred prompt evidence.
 It renders in two concept surfaces (#249 D20–D22, D38). The Images side panel shows
 only the concept content: cover, title, filename, the evidence badge with a category
-chip, the + and − prompt blocks with copy and send, tag chips (the file's own image
+chip naming its origin (D146), the + and − prompt blocks with copy and send, tag chips (the file's own image
 tags first, D88, then the linked tags; image tags and the linked positive's own tags
 filter Images, D21), the six facts, and a footer with "Send to ComfyUI" and
 "Prompt history" only when prompt roles resolved or a link is saved; the sticky panel
@@ -1044,7 +1087,8 @@ Recorded shell deviations:
   palette, then the OS.
 - **D5**: retired by Activity (#249 Activity-1). The concept's Activity button and
   Activity row are shown; their differences are D52 to D54.
-- **D28**: no COLLECTIONS, and no Design review. The bottom nav is
+- **D28**: no Design review. (Amended by #331: the COLLECTIONS group ships; its rows,
+  counts and phone layout are D136.) The bottom nav is
   the concept's Activity and System, plus the production Overview hub (its own
   outline home glyph, not the concept's `activity` pulse, and no count).
   The connection reads "Your library, on your server" with a neutral muted dot.
@@ -1386,8 +1430,10 @@ Recorded deviations on this page (spec §8):
   "Removed from favorites." and a rollback toast on failure.
 - **D8**: every Images card has the concept's select checkbox before the star; the
   `#bulkbar` shows "N selected" and only the real actions in the concept's order (Add
-  tags, then D85's Auto-tag selected, Set category, Export metadata, Clear). Add to
-  collection waits for collections; "Remove links…" is dropped. (Amended by #249 PR D:
+  tags, then D85's Auto-tag selected, Set category, Add to collection, Export metadata,
+  Clear); "Remove links…" is dropped. (Amended by #331: Add to collection ships, and
+  Remove from collection follows it while a collection filter is active, see D138.)
+  (Amended by #249 PR D:
   Add tags ships, see "Bulk tagging from the selection bar"; #392 adds range, keyboard,
   touch and "all N matching" selection, see "Selecting many images", D135.) The selection survives Load more and
   bounded re-mounting and is cleared whenever the collection is replaced (search,
@@ -1399,22 +1445,18 @@ Recorded deviations on this page (spec §8):
   inspector's own "Download metadata JSON" envelopes in listing order); the button is
   `aria-disabled` and ignores a second press while it runs, the selection is kept, and
   the toast names the unread images (none read: no download); leaving Images aborts the
-  reads with no download and no toast. Set category opens the
-  concept's `simpleInput` dialog ("Categorize selected images", `input#action-input`
-  labelled Category, Cancel / Apply) and posts the selection's distinct linked positive
-  ids to `/prompt_manager/bulk/category` (images have no category; the filter matches
-  the linked positive's). With no linked image checked it posts nothing and opens no
-  dialog; an empty value keeps the dialog open; the field stops at the server's 100
-  characters; success reloads the categories and the listing together (clearing the
-  selection, focus to the heading, and, as any replaced collection does, the inspector
-  moves to the first listed image); failure keeps the selection. The write carries no
-  page signal: leaving Images while it runs lets it finish without a toast, and the return
-  loads the collection afresh instead of the saved visit. Three deviations from the
-  concept's `simpleInput`: the field starts empty (the concept pre-fills its demo
-  "Landscapes"), the action reads "Apply" (not "Apply in prototype"), and the
-  nothing-linked check runs on the Set category press, so no dialog opens. The route
-  rejects anything but 1-1000 positive integer ids within SQLite's INTEGER range
-  (deduplicated) and a category that fails `validate_category`. `images selection bar matches
+  reads with no download and no toast. Set category (amended by D140, #332) sets the
+  checked images' own categories: it opens the concept's `simpleInput` dialog
+  ("Categorize selected images", `input#action-input` labelled Category) and writes
+  `PUT`/`DELETE /prompt_manager/images/category`, never a prompt (see D140). Prompt
+  categories are changed in the Prompt library editor and on the legacy admin page's
+  "Set Category"; `POST /prompt_manager/bulk/category` is unchanged and serves that
+  legacy page only. The write carries no page signal: leaving Images while it runs lets
+  it finish without a toast, and the return loads the collection afresh instead of the
+  saved visit. Its success reloads the categories and the listing together (clearing
+  the selection, focus to the heading, and, as any replaced collection does, the
+  inspector moves to the first listed image); a failure keeps the selection, except a
+  changed source (409), which reloads the listing as a success does. `images selection bar matches
   the concept` compares the bar and the checked card with one card checked; the omitted
   actions flow again from the concept's own boxes, checked against the concept page with
   them removed at runtime.
@@ -1481,6 +1523,9 @@ Recorded deviations on this page (spec §8):
   filters, while recipe, recorded-run and embedded tags stay plain `span.chip`.
   Amended by D88 (#249 PR C): the file's own current image tags lead the same row
   and are filters too; a linked tag already shown (case-insensitive) is left out.
+  Amended by D146 (#332): the category chip also names its origin in visible text
+  after the category (" · this image", " · prompt", " · recipe"), and an image's own
+  category shows for an unlinked or ambiguous file too.
 - **D22**: an empty positive reads "No positive prompt (explicitly empty)" (the concept
   applies its negative wording to both roles), and a confirmed `p.prompt-text` is
   focusable (`tabindex=0`, marked focus ring) so long prompts stay keyboard-readable.
@@ -1543,8 +1588,9 @@ Recorded deviations on this page (spec §8):
   The category filter matches the same inherited category as the panel (D142, #332), and
   an image's own category overrides both (D141, D146). The inspection response names each
   field's source (`library.category_scope`, `library.tags_scope`: `pair`, `positive` or
-  null); the category chip's visually hidden prefix (D21) says "Recipe category: " or
-  "Positive prompt category: " from it, and tag chips are Tags filter buttons only when
+  null, or `image` for an own category, #332); the category chip's visually hidden
+  prefix (D21) says "Recipe category: ", "Positive prompt category: " or "Image category: "
+  from it, and its visible origin (D146) " · recipe", " · prompt" or " · this image", and tag chips are Tags filter buttons only when
   they are the positive's (#260 D2). History's media inspector uses the same rule. The
   concept shows the prompt's category and tags for every image and the concept
   fixture's recipes have neither, so the inspector comparison needs no mapping for it.
@@ -1562,7 +1608,11 @@ Recorded deviations on this page (spec §8):
   files whose own category is the value by path, so their rating and positive count.
   `test_filter_budget` seeds 2,000 own categories on its 50,000-file fixture.
   The option list adds the image categories of listed files
-  (`GET /prompt_manager/images/categories`, PR 3).
+  (`GET /prompt_manager/images/categories`, PR 3), merged with the Library's and sorted
+  (D36); if only that read fails, the prompt categories show and the categories alert is
+  raised. `images category options and Set category dialog match the concept` sets one
+  image's own category ("Portraits") through the real route and compares the toolbar
+  with it sorted into the concept's options; unmapped, only the options differ.
 - **D142** (#332 MC4, amends D39's filter note): the inherited category is one rule,
   `inherited_category` in `utils/inspection_response.py`: a linked recipe's own
   category when it is not blank, else the linked positive's. Before #332 the filter
@@ -1578,7 +1628,53 @@ Recorded deviations on this page (spec §8):
   output sources, as Images keys it. A temp output or a file no source holds has none;
   a failed read hides the chip (DC5). The outputs list and media requests read nothing
   new. The chip's hidden prefix reads "Image category: " for an own category; the
-  visible origin text and its comparison are D146 (PR 3).
+  visible origin text and its comparison are D146 (PR 3). `history media inspector
+  category chip matches the concept` (history-concept.spec) sets an own category on the
+  Quality baseline's newest output, opens its Recorded run and "View current file", and
+  compares the viewer's chip with the concept viewer's category chip (app.js a402) laid
+  out at runtime with the D146 origin and that category; its place is not compared (what
+  precedes it differs), only its size, tokens, text, prefix and origin. Unmapped, the two
+  differ only in the text, the prefix, the width and `span.chip-source`.
+- **D140** (#332, amends D8): Set category sets the checked images' own categories, so
+  every checked file is a target (no nothing-linked check). More than 500 checked (or
+  "all N matching" over 500) toasts "Select at most 500 images." and opens nothing.
+  The dialog is the concept's `simpleInput` with three recorded differences: the field
+  starts empty (the concept pre-fills its demo "Landscapes") and suggests the toolbar's
+  current categories (`datalist#workspace-input-suggestions`, `openInputDialog`'s
+  `suggestions`); "Use prompt category", a plain button between Cancel and Apply
+  (`secondary`), closes it and opens the "Use prompt category" confirmation ("Remove the
+  image category from the 1 selected image? / … the N selected images? Each one then
+  shows its prompt's category, or none if it has no linked prompt. This cannot be
+  undone.", Cancel and a danger Remove, built like saved views' delete confirmation);
+  and the action reads "Apply" (D8). Apply sends `PUT /prompt_manager/images/category`
+  `{items | filter, category}`, Remove `DELETE` `{items | filter}`; Cancel sends
+  nothing. An empty value keeps the dialog open and the field stops at 100 characters.
+  Toasts: "Category “X” set on 1 image." / "… on N images." (unchanged files count as
+  set) plus " N could not be found." for unlisted files; "Removed the image category
+  from N images." or "None of the selected images had its own category."; 404 "None of
+  the selected images could be found. Refresh the images and try again."; 409 "The
+  sources changed. Refresh the images and try again." (the listing reloads); anything
+  else "Category could not be set. Try again.". `images category options and Set
+  category dialog match the concept` (images-concept.spec) checks a card, opens the
+  dialog in both documents and compares it (title, body tree, field, input, suggestions,
+  actions and every button's box and tokens) with the concept's own dialog changed at
+  runtime as recorded: field emptied, the datalist added after the field, a clone of
+  its Cancel reading "Use prompt category" after Cancel, the primary renamed "Apply".
+  Unmapped, the dialog differs only in the input's value and list, the body's tree, the
+  suggestions and the actions.
+- **D146** (#332, amends D21 and D39): the category chip names its origin in visible
+  text. It is `span.chip` > `span.ca-visually-hidden` (the D21 prefix) + the category +
+  `span.chip-source` (" · this image", " · prompt" or " · recipe"; muted
+  `--ca-muted`, `white-space: nowrap`, so at 390px the origin never splits; the chip may wrap
+  before it or inside a long category). It shows when the inspection names a non-empty category and either the
+  scope is `image` (any link status, so an unlinked or ambiguous file with an own
+  category shows it) or the file is linked. The concept's chip shows the bare name
+  (app.js a402). The inspector comparison (inspector-concept.spec) measures each chip's
+  `span.chip-source` (text, font, color, `white-space`, box) and lays the concept's own
+  chip out with the recorded rule and " · prompt" added at runtime (`withChipSource` in
+  `concept-inventory.mjs`), in the side panel and the viewer's details; unmapped they
+  differ only in the chip's text, width and `span.chip-source`. Its mutation check
+  removes the origin. History's chip (D145) is compared the same way.
 - **D42**: the concept never shows a toast and a page alert together. Production keeps
   the concept's fixed toast (centred, 22px from the bottom, 12px at 700px and below)
   and, when an Import → Rescan toast leaves the Images discovery alert
@@ -1603,7 +1699,8 @@ applies D3 (the `.file-inspector` class of the production-only rules), D20 (the
 viewer's plain tag chips, laid out by the concept page itself with its chips made
 plain at runtime), the D20/D21 side-panel scroll (`overflow: auto`,
 `max-height: calc(100dvh - 40px)` above 700px), D21 (the category's hidden scope
-prefix) and D22 (focusable prompt text). `inspector comparison detects mutations`
+prefix), D22 (focusable prompt text) and D146 (the chip's visible " · prompt", laid out
+by the concept page itself). `inspector comparison detects mutations`
 changes `.prompt-heading .role-label` letter spacing and removes `.detail-footer`.
 
 Manual check (quick), after a browser refresh on Images: hover an image (it zooms);
@@ -1646,10 +1743,11 @@ wins), and toasts the mock's copy verbatim, "<n> tags saved for <filename>." eve
 for one tag, plus " Prompt association still awaits review." from Needs review.
 Tagging one file never changes another file (an equal-byte copy included), a
 prompt, a pair or a link. States the mock lacks (generating, busy, conflict,
-changed storage or file, expired capture, unconfirmed save, unavailable model,
-video) are text in `#tag-generation-status` only; **Retry** (D116) leads the
-actions while the controller allows it, where the other workspace dialogs place
-their Retry. The Tags
+unavailable model, video) are text in `#tag-generation-status` only; a state that
+blocks Save (a failed or refused capture, a changed source, file or storage, an
+expired capture, an unconfirmed save) shows its reason beside the actions instead
+(D147); **Retry** (D116) leads the action buttons while the controller allows it,
+where the other workspace dialogs place their Retry. The Tags
 page re-reads its lists after every confirmed save, so the Images counts follow.
 
 The image-tagging plan's deviation numbers were renumbered by +23 because the
@@ -1693,8 +1791,8 @@ Inspect plan keeps D60–D66 (plan D60 → D83, D61 → D84, D65 → D88, D68
   its "Auto-tag images" always opens the dialog. Production opens it for the image
   selected in Images when it was last left; with none it is `aria-disabled` and
   pressing it toasts "Select an image in Images first." (no new chrome).
-- **D116** (ruling T5): **Retry** leads `.dialog-actions` (before Cancel and the
-  primary) while a failed observation, a failed Generate, an unconfirmed save or an
+- **D116** (ruling T5): **Retry** leads the buttons of `.dialog-actions` (before
+  Cancel and the primary; D147's notice row sits above them) while a failed observation, a failed Generate, an unconfirmed save or an
   answer that needs a fresh observation (changed storage or file, expired capture)
   can be retried; the concept has no failure states, so it has no Retry. After a
   failed Generate it takes Generate's own path (an invalid field reports its
@@ -1705,6 +1803,25 @@ Inspect plan keeps D60–D66 (plan D60 → D83, D61 → D84, D65 → D88, D68
   Browser tests: "D116: Retry leads the actions after an unconfirmed save…", "D116:
   Retry after an expired capture observes again and keeps the typed draft (M5)" and
   the paired `production-unknown-outcome` capture.
+- **D147** (#430, beyond the Global Constraints' "status text only"): a state
+  that blocks Save shows its reason in `div.tag-action-notice` (its sentence in a
+  `role="status"` span, written only when it changes), the first, full-width row of
+  the sticky `.dialog-actions`, above the buttons; `#tag-generation-status` is then
+  empty, so the sentence shows once. Generate and Save are `aria-disabled` and look
+  it (`.tagging-modal [aria-disabled="true"]`: opacity .55, `not-allowed`). A failed
+  or refused capture replaces the empty preview with a same-size
+  `div.tag-image-preview.tag-preview-empty` "Preview unavailable" (`role="img"`).
+  A changed source (409 `source-changed` from observe, Generate or Save, phase
+  `source-changed`, never retried as is) first asks the page where the file is
+  (`onSourceChanged`, see "Open pages across restarts and source changes"): found,
+  the dialog stays open and observes it there (`controller.retarget`, the typed
+  draft kept, the old capture released; refused while a save is in flight); not
+  found, the notice shows the server's sentence and **Refresh image collection**
+  (Images and Library-embedded galleries; **Reload page** elsewhere), which closes
+  the dialog first. Opened, generated and empty states are unchanged, so the concept
+  comparisons are not. Browser tests: `tests/browser/workspace-stale-source.spec.mjs`;
+  the file-changed and unconfirmed-save checks in `workspace-tagging.spec.mjs` and
+  `tagging-concept.spec.mjs` read the notice.
 - **D29** (no prototype copy) in the dialog: no "Prototype · suggestions are
   simulated…" note, the status reads "Suggestions from <model>. Approve tags to save."
   (not "Sample suggestions from …"), and the toast has no " in this tab".
@@ -1757,7 +1874,8 @@ production-versus-concept difference of PR C and its record:
 | Image tags first in the inspector and viewer chip row | D88 (ruling T7/C2) |
 | Auto-tag images `aria-disabled` without a selected image | D115 |
 | Retry leads the actions when the controller allows it | D116 (ruling T5) |
-| States the concept lacks (busy, conflict, changed storage or file, unconfirmed save, unavailable model, video) | Global Constraints: `#tag-generation-status` text only |
+| States the concept lacks (busy, conflict, unavailable model, video) | Global Constraints: `#tag-generation-status` text only |
+| A state that blocks Save (failed capture, changed source, file or storage, unconfirmed save): its reason and Refresh beside the actions, a "Preview unavailable" box | D147 (#430) |
 
 ### Bulk tagging from the selection bar (#249 PR D)
 
@@ -1799,8 +1917,9 @@ targets of the longest legal path (1024 code points, even escaped as `\uXXXX`) f
   Auto-tagging." (the server's own sentence), so no job starts only to fail.
   Start validates the fields as Generate does (native validity; nothing is sent).
   The concept comparison (`images-concept.spec.mjs`) uses the concept page itself as
-  the oracle, with Add to collection and Remove links… removed and a copy of its Add
-  tags button reading "Auto-tag selected" inserted after it.
+  the oracle, with Remove links… removed and a copy of its Add tags button reading
+  "Auto-tag selected" inserted after it (Add to collection compares in place since
+  #331, D138).
 - **D90** (plan D67, ruling T3-bulk): the dialog's **How to apply** radio group
   (`.field[role=radiogroup]`, radios beside their labels): **Apply automatically**
   (checked; primary "Start auto-tagging") starts the `image-tags` job
@@ -1891,7 +2010,7 @@ busy". Units:
 
 | Difference | Record |
 | --- | --- |
-| Add tags ships (Add to collection and Remove links… still omitted) | D8 (amended) |
+| Add tags ships (Remove links… still omitted; Add to collection ships with #331, D138) | D8 (amended) |
 | Auto-tag selected and its dialog | D85 (ruling L1) |
 | How to apply and the Review each image session | D90 (ruling T3-bulk) |
 | Suggestions count in the bulk dialog | D91 |
@@ -1938,11 +2057,13 @@ ranges include cards that bounded rendering has unmounted.
   Over the limit, the client toasts "Narrow the view to at most 10,000 images." and the
   server answers 400 `too-many-images`. No match is 400 `no-images`. Auto-tag in this
   mode does not offer Review each image, because the review walks images in the
-  browser. Set category posts `{images_filter, category}` to `/prompt_manager/bulk/category`.
-  The server sets the category on the distinct linked positives and answers
-  `prompt_count` and `skipped`. A listing whose `positive_count` is 0 toasts the
-  nothing-linked sentence and opens no dialog, and over 10,000 matches it toasts the
-  limit sentence. Export metadata reads every image in
+  browser. Set category (D140, #332) sends `{filter, category}` to
+  `PUT /prompt_manager/images/category` (Use prompt category `{filter}` to `DELETE`),
+  which sets or removes each matching image's own category; over 500 matches the client
+  toasts "Select at most 500 images." and opens no dialog, and the server answers 400
+  `too-many-images`. (`POST /prompt_manager/bulk/category` still accepts
+  `{images_filter, category}` and sets the linked positives' category, but no workspace
+  control sends it any more.) Export metadata reads every image in
   the browser, so it is `aria-disabled` in this mode, and its `title` says why.
 
 Tests: `tests/browser/workspace-images.spec.mjs` ("Shift+click selects a range across
@@ -1996,6 +2117,235 @@ npm run --prefix tools/vendor test:workflows -- workspace-tagging-lifecycle.spec
   --project firefox --project webkit
 ```
 
+### Collections contract (#331)
+
+A collection is a named, hand-picked group of images (milestone 7 "Additional
+organization"). It never copies, moves or changes a file, a prompt, a tag, a category
+or a favorite. Legacy pages have no collections, so the legacy coverage table gains no
+row.
+
+**Database** (`database/image_collections.py`, mixed into `PromptDatabase`):
+- `image_collections(id, name, name_key UNIQUE, created_at)` and
+  `image_collection_items(collection_id → image_collections ON DELETE CASCADE,
+  root_key, relative_path, added_at, PRIMARY KEY (collection_id, root_key,
+  relative_path))`, plus `idx_image_collection_items_file(root_key, relative_path)`.
+  `migrate_image_collections` runs right after the saved-views migration inside its own
+  savepoint, creates the three objects empty with no backfill, changes no existing
+  table and reads only `sqlite_master` and its own tables, so its cost does not depend
+  on library size (checked with an SQLite authorizer on a 23,000-image library; a
+  second run is a no-op). Startup validates structure only; restore runs the full value
+  check.
+- A name is stored as typed after normalization: trimmed, each run of whitespace one
+  space, 1 to 100 characters, no control characters (Unicode `Cc`). `name_key` is
+  `NFC(casefold(NFC(name)))`, so names are unique ignoring case and Unicode form (a
+  macOS NFD name matches the Windows NFC one). Restore checks `name_key` only as
+  non-empty bounded text and does not recompute it: Python's Unicode case tables differ
+  between versions, so a backup made on another Python must still restore.
+- A member names a file by location, exactly as a favorite does: the source folder's
+  real path (`_favorite_root_key`) plus the path below it (`_favorite_relative_key`),
+  case-folded on Windows, each at most 4,096 characters. A case-only rename keeps a
+  Windows member; two Linux files that differ only by case are two members; on macOS a
+  case-only rename hides the member, as it hides a favorite. The Windows folding is
+  tested on every OS through `ntpath`.
+- Each write is one `BEGIN IMMEDIATE` transaction, so two tabs adding the same new
+  name create one collection. A collection is created only when at least one file is
+  inserted.
+
+**Missing members (MC2, MC3):** a member whose file is moved, renamed or deleted
+outside PromptManager, or whose source folder is offline, is hidden and its row kept;
+it shows again when a file appears at the same path (which may be a different image,
+as with favorites). Nothing follows a moved file, and there is no "forget missing"
+cleanup; deleting the collection removes those rows.
+
+**Duplicate cleanup (MC4):** System › Maintenance duplicate files moves the removed
+copy's memberships to the kept copy as a union, in the transaction that moves its
+favorite and image tags, and the job log reads "Moved N collection membership(s) to the
+kept copies". The legacy gallery page's duplicate delete does not move them (as for
+favorites).
+
+**Restore (MC8):** `collections` joins the restore stage's summary keys and
+`image_collections`'s `MAX(rowid)` its fingerprint; membership edits are not
+fingerprinted, as favorite and tag edits are not. A backup made before collections
+restores with no collections (the tables are created empty); the pre-restore safety
+backup keeps the old ones. The restore review shows no collections count.
+
+**Routes** (`py/api/collections.py`; every answer `{"success": bool, ...}`):
+
+| Route | Request | Success |
+| --- | --- | --- |
+| `GET /prompt_manager/collections` | none | `{collections: [{id, name, count, missing}]}` in name-key, then id, order |
+| `POST /prompt_manager/collections/items` | `{collection_id}` or `{name}`, and `items` | `{collection: {id, name}, created, added, already, not_found}` |
+| `DELETE /prompt_manager/collections/items` | `{collection_id, items}` | `{collection: {id, name}, removed}` |
+| `GET /prompt_manager/collections/membership` | query `root_index`, `root_scope`, `path`, each once | `{collection_ids: [...]}` |
+| `PATCH /prompt_manager/collections/{id}` | `{name}` | `{collection: {id, name}}` |
+| `DELETE /prompt_manager/collections/{id}` | none | `{deleted: true}` |
+
+- Ids are `[1-9][0-9]{0,8}` (path) or that int (body); anything else, or a body with
+  both or neither of `collection_id` and `name`, is 400.
+- `items` holds 1 to 500 targets `{root_index, root_scope, path}`, each checked by the
+  shared `py/api/media_target.py` (the image-annotation routes use the same check): 400
+  for a malformed shape, 403 for a traversal, drive, backslash or non-media path. A
+  `root_scope` that no longer names its root is 409 `source-changed` ("The sources
+  changed. Refresh the images and try again."). Any invalid item refuses the request
+  before a write; two targets that fold to one key count once.
+- Add keeps only files the source's listing holds and counts the rest in `not_found`;
+  a new name with nothing inserted is 404 `files-not-found` and creates nothing. A name
+  matching an existing collection ignoring case adds to it. Remove accepts any
+  well-formed target, listed or not.
+- An unknown id is 404 `collection-not-found`; a rename to another collection's name is
+  409 `name-taken` (a case variant of its own name is allowed). Any other failure is a
+  logged 500 with "Collections could not be read." or "The collection could not be
+  changed.", never the exception text.
+- Counts: `count` is the members the current listing of every configured source shows
+  (a folder configured twice counts once), `missing` the stored rows beyond it,
+  clamped at 0. Both come from one read snapshot of every member and stored count, so a
+  write between two reads cannot skew them. When any source's scan or read fails, both
+  are `null` for every collection and the names still return.
+- Every database read and every filesystem call (realpath, the scans) runs in the
+  executor; nothing touches the filesystem on the event loop.
+- The Images listing (`/prompt_manager/images/output?mode=workspace`) accepts
+  `collection` (`""` or an id) among `LISTING_FILTER_KEYS`; the cursor's scope hash
+  includes it, so a cursor from one collection is refused on another. An unknown
+  collection is 404 `collection-not-found`, checked before any per-source read; a
+  failed members read is the listing's 500, never an unfiltered page. A collection and
+  `favorites=1` are never both applied (the collection wins).
+
+**Limits (MC12):** names 1 to 100 characters; at most 500 files per add or remove; no
+limit on the number of collections or members.
+
+**Selection bar and "all N matching" (#331 PR 3 ruling):** the collection routes take
+explicit files only (no listing filter). With "All N matching selected" (D135), Add to
+collection and Remove from collection send the loaded images only when every match is
+loaded and checked and there are at most 500; otherwise they toast "Select at most
+500 images." and open nothing. Over 500 explicitly checked files toast the same.
+
+Recorded deviations:
+- **D136** (amends D28): the concept's COLLECTIONS group (`#collections-nav`,
+  index.html 28–31) without the "PROPOSED" badge. One `links()` row per collection
+  (folder icon, name, `.nav-count`) in name-key order, linking `#/collection/<id>`. The
+  count follows the nav-count rules of D51 (hidden until loaded, absent when it could
+  not be read, never a placeholder) and is re-read 300 ms after the last confirmed add,
+  remove, rename or delete; the list is re-read after a restore. The label is hidden
+  while no collection exists. At 950 px and below the concept hides
+  `#collections-nav`, which would leave a phone no way to open a collection: the rows
+  show in the wrapped nav (`workspace.css`, `/* D136 */`), the label stays hidden as
+  every sidebar label is, and the counts are hidden as on every concept nav row at that
+  width. (Open question for the maintainer: CUJ 15 asks for "with counts" at phone
+  width; production follows the concept's phone rule and hides them.) A failed list
+  read keeps the last rows.
+- **D137**: the collection page `#/collection/<id>` is Images filtered to the
+  collection: the collection's name is the h1, "Collection" the breadcrumb and title
+  (concept a1186–1189), with the concept's Images description and every Images control.
+  Its heading leads with **Edit** ("Edit collection", "Collection name", Delete…
+  (danger), Cancel, Save; the saved views' D51 dialog with collection nouns): "Collection
+  renamed.", a taken name stays in the dialog as "A collection named “X” already
+  exists.", "The collection could not be renamed. Try again." keeps it open. Delete…
+  asks "Delete “X”? Its N images stay where they are; only the collection is removed."
+  (N the stored count) and toasts "Collection deleted." (a 404 counts as deleted),
+  then opens `#/images`; a failure toasts "The collection could not be deleted. Try
+  again.". A `p.small` after the description reads "N image(s) in this collection
+  is/are not in your current sources." when members are missing. An unknown id reads
+  "This collection no longer exists." with an "Open Images" link; a failed list reads
+  "Collections could not be loaded. Your saved data has not changed." with Retry. The
+  page neither restores nor replaces the remembered Images state, and its favorites
+  filter is off (DC10).
+- **D138** (amends D8): **Add to collection** follows Set category and opens the
+  concept's `simpleInput` ("Add selected images to collection", "Collection name")
+  with the action "Add" (the concept's "Apply in prototype"), an empty field (the
+  concept pre-fills its sample "Experiments") of at most 100 characters, and a
+  `datalist` of the existing names (`#action-input-suggestions`; the field is then a
+  combobox, and Chromium draws its suggestion arrow inside the field, which the
+  geometry comparison does not see). An empty field keeps the dialog on it. The toasts: "Added N image(s) to
+  “X”." plus " N was/were already in it." and " N could not be found.", "All selected
+  images were already in “X”.", "None of the selected images could be found. Refresh
+  the images and try again." (404 `files-not-found`), "The sources changed. Refresh
+  the images and try again." (409; the sources and the listing are read again, which
+  clears the selection), "That collection no longer exists." and "The images could not
+  be added. Try again.". Otherwise the selection stays and the listing is not reloaded.
+  **Remove from collection** (beyond the concept) follows Add while a collection filter
+  is active (a collection page or a saved view on one), with no confirmation: "Removed
+  N image(s) from “X”.", then the loaded range is read again in place, keeping the
+  checked files still listed. "That collection no longer exists." (404, a collection
+  deleted meanwhile) reads the listing again, which then shows the deleted-collection
+  page; "The sources changed. Refresh the images and try again." (409) reads the
+  sources and listing again and clears the selection; "The images could not be removed.
+  Try again." keeps everything. A second press while it runs is ignored.
+- **D139** (beyond the concept): the shared inspector's footer ends with
+  **Collections…** (the folder icon) after Prompt history, for a listed file only
+  (`rooted-file` with its scope), in the Images side panel and the viewer's details;
+  Inspect a file and the Prompt library's galleries have no client store and no
+  button. Its dialog "Collections": "Loading collections…" while the file's membership
+  is read ("Collections could not be loaded." with Retry on failure; Save waits), one
+  concept checkbox row (`label.tag-suggestion`) per collection in sidebar order,
+  checked where the file is a member ("No collections yet. Name one below." without
+  any), a "New collection" field (at most 100 characters; a name matching an existing
+  collection adds to it), then Cancel and Save. Focus starts on the field and moves to
+  the first checkbox once they are listed. A typed name equal to a listed collection
+  ignoring case is that collection's checkbox, checked (never an add then a remove); a
+  name that cannot be a collection name is refused on the field with "The collections
+  could not be updated. Try again.", nothing is sent and the checkbox edits stay. Save
+  sends one request per change: the new name, each newly checked collection, each
+  unchecked one; nothing changed sends nothing and closes. All sent: the dialog closes
+  with "Collections updated.". A failure keeps it open with "The collections could not
+  be updated. Try again." and the membership read again, Save waiting until that read
+  lands; × and Escape wait while it saves. The page hears of the changes that went
+  through only when the dialog closes (a failure included), so a reload cannot remove
+  the dialog before its message is read. On a collection page a change to the open
+  collection then reloads the listing at once from the side panel, and from the viewer
+  only when the viewer closes, so the viewer keeps its place (no listing request while
+  it is open). Closing returns focus to the trigger, or, when a re-render replaced it,
+  to the inspector's current Collections… button or its heading. The
+  inspector comparison draws the button into the concept's panel footer and full
+  details after Prompt history (a copy of its Prompt history button with the concept's
+  folder icon), so the browser lays out what follows.
+- **D140**: saved views' Images state gains `collection` (`""` or an id, the `source`
+  encoding); older rows read `""`, and a write with both `favorites: true` and a
+  collection is 400. Save view on a collection page stores the id; the view reopens
+  the collection with its other filters under the view's own name (D51), with Remove
+  from collection and without the missing note. A view whose collection was deleted
+  (MC6) lists nothing and reads "The collection this view uses was deleted."; it never
+  falls back to every image, and the view is not changed.
+
+| Difference | Record |
+| --- | --- |
+| COLLECTIONS group, rows, counts, phone width | D136 (amends D28) |
+| Collection page, Edit, missing note, deleted page | D137 |
+| Add to collection dialog and toasts; Remove from collection | D138 (amends D8) |
+| Inspector and viewer Collections… and its dialog | D139 |
+| Saved views keep a collection; MC6 empty state | D140 |
+
+Comparisons: `tests/browser/shell-concept.spec.mjs` compares `#collections-nav` with
+two seeded collections ("Landscapes" with 12 listed members, "Experiments" with 8), so
+the concept's rows and counts compare as they are, mapping out only the badge and, at
+390 px, the concept's hidden nav. `tests/browser/images-concept.spec.mjs` compares Add
+to collection in place in the selection bar, and the collection page's heading,
+breadcrumb, toolbar and filter row against the concept's `#collection-landscapes`
+(the grid is not compared: the concept's members come from categories).
+`tests/browser/collections-concept.spec.mjs` compares the bulk dialog with the
+concept's `simpleInput` (D138 maps "Apply in prototype" to "Add", the sample value to
+empty and adds the datalist), at 1600x1100 and 390x844 in dark and light, with a
+mutation check. `tests/browser/inspector-concept.spec.mjs` maps D139.
+
+Tests: Python `tests/test_image_collections_schema.py` (migration, validation,
+restore), `tests/test_image_collections.py` (operations, keys, the duplicate move),
+`tests/test_api_collections.py` (routes, rules, counts), `tests/test_api_workspace_images.py`
+(the `collection` filter), `tests/test_api_duplicate_files.py`, `tests/test_restore_stage.py`,
+`tests/test_saved_views.py`; units `tests/js/workspace-collections.test.js` (the client
+store and strings), `tests/js/workspace-images-selection.test.js` (the bar's order, the
+500 cap, the all-matching rule and every §7.4 string), `tests/js/workspace-file-inspector.test.js`
+(D139's button and dialog), `tests/js/workspace-toolbar.test.js` (the datalist);
+browser `tests/browser/workspace-collections.spec.mjs` (CUJ 1–15 on the fixture
+`tests/browser/workspace_collections_fixture.py`: twelve Landscapes members and one
+missing file, eight Experiments members, one loose file and a saved view on
+Experiments), `tests/browser/full-inspector.spec.mjs` (the footer with Collections…).
+
+```sh
+python3 -m unittest tests.test_image_collections_schema tests.test_image_collections tests.test_api_collections -q
+node --test tests/js/workspace-collections.test.js tests/js/workspace-images-selection.test.js tests/js/workspace-file-inspector.test.js
+npm run --prefix tools/vendor test:workflows -- workspace-collections.spec.mjs collections-concept.spec.mjs \
+  images-concept.spec.mjs inspector-concept.spec.mjs shell-concept.spec.mjs --project chromium --project touch
+```
+
 ### Prompt library cards and recorded deviations (#249 PR E)
 
 The shelf uses the shared concept toolbar and caption (E1) and the concept's
@@ -3229,7 +3579,11 @@ the per-section hand-off panel, was retired by S12 (#329): every section is nati
   mid-response is not discarded by the page: the server's 15-minute expiry removes it. When a restore the page saw running
   finishes, the cached Images and Library visits are dropped, the sidebar counts and
   saved views are read again and the open route is shown again (the Activity job view
-  stays). A refused file toasts "This file can't be restored: <validator reason>.". A
+  stays). #415: an open review (`openReviewDialog`) then closes as dismissed, since its plan no
+  longer describes storage; while any other dialog is open, all of that waits until the last
+  one has closed, so a dialog keeps what was typed and its next write meets the restored-storage
+  refusal, as when the page never saw the restore. `followRestore` (tests/browser/unseen-restore.mjs)
+  makes the page see a restore run and finish deterministically. A refused file toasts "This file can't be restored: <validator reason>.". A
   review value may wrap anywhere (`#modal-body > dl.meta-grid dd`, CSS under D105), so a
   long file name keeps the concept's two equal columns at phone width.
 - **D106** (Integrations, S10, Q8): the send bridge always asks for the ComfyUI window
@@ -4810,6 +5164,21 @@ category; without one it shows the category its link supplies.
   appears at the same path shows it. The real-host check is the last test in
   `tests/comfyui/image-attribution.spec.mjs`: PUT, list, DELETE on a generated
   output.
+- Interface (PR 3, a browser refresh; no restart beyond PR 1-2's): the Images
+  selection bar's Set category writes these routes (D140, which amends D8); the toolbar
+  category options add the listed images' own categories (D141); the inspector's
+  category chip names its origin, " · this image", " · prompt" or " · recipe" (D146), in
+  the side panel, the viewer and History's media inspector (D145); Tags & categories
+  counts images on each category row and lists image-only values (D143), and Manage
+  category previews and renames image rows too (D144). Prompt categories are changed in
+  the Prompt library editor and on the legacy admin page's "Set Category". Concept
+  comparisons, at 1600x1100 and 390x844 in both themes: `images-concept.spec.mjs` (the
+  Set category dialog and the options), `inspector-concept.spec.mjs` (the chip),
+  `history-concept.spec.mjs` (History's chip) and `vocabulary-visual.spec.mjs` (rows and
+  preview, with `vocabulary-canonical-comparison.mjs`). Behavior: `workspace-images`,
+  `full-inspector`, `workspace-history` and `workspace-vocabulary` specs, and
+  `tests/js/workspace-images-category.test.js`, `workspace-file-inspector.test.js`,
+  `workspace-vocabulary-state.test.js`, `workspace-toolbar.test.js`.
 
 Image annotations schema (#249, `database/annotation_schema.py`): the group
 `media_annotation_metadata` (one row: schema version, `image_index_revision`),
@@ -5906,13 +6275,18 @@ Deploying this backend needs a ComfyUI restart (Python and route changes).
 longer hands off to the legacy tag manager. That page stays reachable from Overview's
 "Open existing tag manager" card for tag search and sort, the untagged entry and
 multi-tag AND/OR browsing; bulk prompt actions (delete, tag, category) stay on the
-legacy admin page. The screen consumes only the `/prompt_manager/vocabulary/*` routes
+legacy admin page. A prompt's category is changed in the Prompt library editor or with
+the legacy admin page's "Set Category" (`POST /prompt_manager/bulk/category`, unchanged);
+the Images selection bar's Set category sets images' own categories only (D140, #332),
+and Manage category renames a value on prompts, recipes and images together (D144). The screen consumes only the `/prompt_manager/vocabulary/*` routes
 above and adds no route, so PR B needs no ComfyUI restart: a browser refresh is enough.
 
 Screen: a `+ Create tag` heading action, a Tag vocabulary table (columns Tag, Prompts,
 Images counting the files that carry the tag (`image_count`, #249 C2), and Actions with Browse and
 Rename / merge), and a Categories panel whose category rows end with the Manage
-category row (Review). Lists load 100 rows at a time, append when scrolled into view
+category row (Review). A category row reads "N positive prompts", "N positive prompts ·
+M images" when images hold the value as their own category too, or "M images" for a
+value only images hold (D143, #332). Lists load 100 rows at a time, append when scrolled into view
 and keep `Load more tags` / `Load more categories` while more remain. Prompts counts
 are the Library Browse totals.
 
@@ -5955,7 +6329,34 @@ Recorded deviations from the concept (maintainer acceptance): bounded lists with
 Load more; title "Tags"; Manage categories adds a Category select and Preview before
 Apply; "Apply" instead of "Apply in prototype"; Delete tag… inside Rename or merge;
 Browse sets the exact filter; singular "1 positive prompt"; the production list appends
-fixture-only tags after the concept's sample tags. Paired concept/production captures
+fixture-only tags after the concept's sample tags.
+
+- **D143** (#332): category rows count the images whose own category is the value
+  (`image_count`, the stored rows, missing files included): "N positive prompts · M
+  images" beside prompts, "M images" for an image-only value, which follows every
+  prompt-backed row (by value) before Manage category. Browse on an image-only row opens
+  Images with exactly that Category filter (its Library would be empty), as a fresh
+  Images visit that becomes the Images return state, the way Browse seeds the Library's; every other
+  row opens the Library as before. Manage category's select lists image-only values
+  last, so past 1,000 categories they are the first left out (the dialog says the list is
+  capped).
+- **D144** (#332): Manage category's preview counts the images holding the value ("“X”
+  is used by N positive prompts and M images. Apply renames it to “Y”."; D9's sentence
+  with "M images" added when above 0), an image-only value can be renamed, and Apply
+  renames the image rows in the same transaction; an image row gaining or losing the
+  value between Preview and Apply is 409 `vocabulary-conflict` with nothing written.
+- `category rows and the Manage category preview match the concept with image
+  categories` (vocabulary-visual.spec, 1600x1100 and 390x844, both themes) seeds the
+  fixture with `image_categories: true` ("Landscapes" on two images, "Portraits" on one
+  image only, rows keyed as Images keys them) and compares the page with D143 mapped
+  (`mapVocabularyConcept(reference, imageCategories)`, whose row model is checked against
+  the concept page with those rows added at runtime) and the Manage dialog after
+  Preview with D9 and D144 (`mapVocabularyDialog`'s `preview`). Before the preview is
+  measured the pointer leaves the pressed Apply and focus returns to ×, the state the
+  opening comparison in workspace-vocabulary.spec measures. Unmapped, the page differs
+  in the Landscapes row's text and the added Portraits row, the dialog only in the
+  sentence. The default fixture seeds no image category, so the other vocabulary
+  comparisons are unchanged. Paired concept/production captures
 for both themes and widths are attached as test artifacts; no PNG baseline is added
 until acceptance. Not compared: hover states and the dialog focus ring (the page-level
 keyboard ring and link ring offsets are asserted). No coverage floor was lowered;

database/duplicate_copies.py

@@ -9,6 +9,8 @@ IMMEDIATE`` transaction, so no row ever names a deleted file:
   already links the kept copy: then its saved-pair links join that record
   and it is deleted;
 - its favorite;
+- its collection memberships (#331), joined onto the kept copy's as their
+  union under the same keys a favorite moves by;
 - its image tags (``media_image_tags`` of its byte record), joined onto the
   kept copy's byte record as their union, in order;
 - its own image category (#332), copied to the kept copy when that copy has
@@ -54,6 +56,15 @@ INSERT_FAVORITE_SQL = "INSERT OR IGNORE INTO image_favorites VALUES (?, ?, ?)"
 DELETE_FAVORITE_SQL = (
     "DELETE FROM image_favorites WHERE root_key = ? AND relative_path = ?"
 )
+COPY_MEMBERSHIPS_SQL = (
+    "INSERT OR IGNORE INTO image_collection_items "
+    "(collection_id, root_key, relative_path, added_at) "
+    "SELECT collection_id, ?, ?, added_at FROM image_collection_items "
+    "WHERE root_key = ? AND relative_path = ?"
+)
+DELETE_MEMBERSHIPS_SQL = (
+    "DELETE FROM image_collection_items WHERE root_key = ? AND relative_path = ?"
+)
 COPY_BYTE_SQL = (
     f"SELECT b.id FROM {FILES_TABLE} f JOIN {BYTES_TABLE} b "  # nosec B608
     "ON b.file_id=f.id WHERE f.locator=? AND b.sha256=?"
@@ -77,6 +88,8 @@ FILE_LINK_SQL = (
     DELETE_LINK_SQL,
     FAVORITE_SQL,
     DELETE_FAVORITE_SQL,
+    COPY_MEMBERSHIPS_SQL,
+    DELETE_MEMBERSHIPS_SQL,
     COPY_BYTE_SQL,
     COPY_TAG_COUNT_SQL,
     PENDING_COUNT_SQL,
@@ -140,14 +153,17 @@ class DuplicateCopyOperations:
         by), ``targets`` (``{removed spelling: kept spelling}``, the spelling
         a moved record takes; else ``kept_path``), ``favorites`` (``(root key,
         removed key, kept root key, kept key)`` per listed root holding the
-        file), ``removed_locator``,
-        ``kept_locator``, ``sha256`` and the kept copy's ``kept_size`` and
-        ``kept_mtime_ns``; ``categories``: ``(removed file key, kept file
-        key)`` pairs of the image categories (#332). Returns ``{moved,
-        merged, favorites, tags, review, categories}`` (``categories``: the
-        image categories copied to the kept copy).
+        file; they move its favorite and its collection memberships),
+        ``removed_locator``, ``kept_locator``, ``sha256`` and the kept copy's
+        ``kept_size`` and ``kept_mtime_ns``; ``categories``: ``(removed file
+        key, kept file key)`` pairs of the image categories (#332). Returns
+        ``{moved, merged, favorites, tags, review, collections, categories}``
+        (``collections``: the memberships inserted on the kept copy;
+        ``categories``: the image categories copied to the kept copy).
         """
-        counts = dict.fromkeys(("moved", "merged", "favorites", "tags", "review"), 0)
+        counts = dict.fromkeys(
+            ("moved", "merged", "favorites", "tags", "review", "collections"), 0
+        )
         kept_keys = [normalize_image_path(path) for path in move["kept"]]
         with self._pair_transaction() as conn:
             for spelled in dict.fromkeys(move["removed"]):
@@ -180,6 +196,7 @@ class DuplicateCopyOperations:
                     counts["moved"] += 1
             for favorite in move.get("favorites", ()):
                 counts["favorites"] += _move_favorite(conn, *favorite)
+                counts["collections"] += _move_memberships(conn, *favorite)
             counts["tags"] = self._move_copy_tags(conn, move)
             counts["categories"] = sum(
                 copy_image_category(conn, removed, kept)
@@ -224,3 +241,12 @@ def _move_favorite(conn, root_key, removed_key, kept_root, kept_key):
     conn.execute(INSERT_FAVORITE_SQL, (kept_root, kept_key, row[0]))
     conn.execute(DELETE_FAVORITE_SQL, (root_key, removed_key))
     return 1
+
+
+def _move_memberships(conn, root_key, removed_key, kept_root, kept_key):
+    """Copy a removed copy's memberships to the kept copy; the rows inserted."""
+    inserted = conn.execute(
+        COPY_MEMBERSHIPS_SQL, (kept_root, kept_key, root_key, removed_key)
+    ).rowcount
+    conn.execute(DELETE_MEMBERSHIPS_SQL, (root_key, removed_key))
+    return inserted

database/image_collections.py

@@ -0,0 +1,490 @@
+"""Collections (#331): named, hand-picked groups of image files.
+
+A member names its file exactly as a favorite does (``image_favorites.py``):
+the source folder's real, case-normalized path (``root_key``) and the path
+below it (``relative_path``), both server-side only. A member whose file is
+moved, renamed or deleted outside PromptManager is kept and simply not listed;
+nothing follows a file to a new place.
+
+Names are trimmed with each run of whitespace collapsed to one space, 1 to 100
+characters without control characters; ``name_key`` (NFC of the case-folded
+NFC name) is UNIQUE, so names are unique ignoring case and Unicode form.
+
+The two tables install like ``image_favorites`` and ``saved_views``: optional
+in old backups, required once a database is current, created empty with no
+backfill. Startup checks only the structure, so a value saved under older
+rules never stops the library from opening; restore checks the values too,
+but never recomputes ``name_key`` (case tables differ between Python
+versions).
+"""
+
+import re
+import sqlite3
+import unicodedata
+from typing import Optional
+
+from .image_favorites import MAX_KEY_LENGTH
+
+COLLECTIONS_TABLE = "image_collections"
+ITEMS_TABLE = "image_collection_items"
+FILE_INDEX = "idx_image_collection_items_file"
+TABLES = (COLLECTIONS_TABLE, ITEMS_TABLE)
+MAX_NAME_LENGTH = 100
+_TIMESTAMP_BYTES = 64
+# A name key's byte bound: case folding expands a character to at most
+# three, each at most 4 UTF-8 bytes.
+_MAX_KEY_BYTES = MAX_NAME_LENGTH * 3 * 4
+_WHITESPACE = re.compile(r"\s+")
+
+_TABLE_DDL = {
+    COLLECTIONS_TABLE: (
+        f"CREATE TABLE {COLLECTIONS_TABLE} (id INTEGER PRIMARY KEY AUTOINCREMENT, "
+        "name TEXT NOT NULL, name_key TEXT NOT NULL UNIQUE, "
+        "created_at TEXT NOT NULL)"
+    ),
+    ITEMS_TABLE: (
+        f"CREATE TABLE {ITEMS_TABLE} (collection_id INTEGER NOT NULL REFERENCES "
+        f"{COLLECTIONS_TABLE}(id) ON DELETE CASCADE, root_key TEXT NOT NULL, "
+        "relative_path TEXT NOT NULL, added_at TEXT NOT NULL, "
+        "PRIMARY KEY (collection_id, root_key, relative_path))"
+    ),
+}
+_INDEX_DDL = f"CREATE INDEX {FILE_INDEX} ON {ITEMS_TABLE}(root_key, relative_path)"
+# (name, declared type, not null, default, primary key position)
+_COLUMNS = {
+    COLLECTIONS_TABLE: (
+        ("id", "INTEGER", 0, None, 1),
+        ("name", "TEXT", 1, None, 0),
+        ("name_key", "TEXT", 1, None, 0),
+        ("created_at", "TEXT", 1, None, 0),
+    ),
+    ITEMS_TABLE: (
+        ("collection_id", "INTEGER", 1, None, 1),
+        ("root_key", "TEXT", 1, None, 2),
+        ("relative_path", "TEXT", 1, None, 3),
+        ("added_at", "TEXT", 1, None, 0),
+    ),
+}
+# (column, parent table, parent column, on delete)
+_FOREIGN_KEYS = {
+    COLLECTIONS_TABLE: set(),
+    ITEMS_TABLE: {("collection_id", COLLECTIONS_TABLE, "id", "CASCADE")},
+}
+
+
+class CollectionInvalid(ValueError):
+    """A name, id or target breaks the write rules (a 400)."""
+
+
+def _has_control(text: str) -> bool:
+    """Any Unicode control character (category Cc: C0, DEL and C1)."""
+    return any(unicodedata.category(char) == "Cc" for char in text)
+
+
+def normalize_collection_name(name: object) -> str:
+    """The stored spelling of *name*: trimmed, whitespace collapsed, checked.
+
+    Raises ``CollectionInvalid`` unless the result is 1 to 100 characters
+    without control characters.
+    """
+    if not isinstance(name, str):
+        raise CollectionInvalid("Name must be a string")
+    collapsed = _WHITESPACE.sub(" ", name).strip()
+    if not 1 <= len(collapsed) <= MAX_NAME_LENGTH:
+        raise CollectionInvalid(f"Name must be 1 to {MAX_NAME_LENGTH} characters")
+    if _has_control(collapsed):
+        raise CollectionInvalid("Name contains control characters")
+    return collapsed
+
+
+def collection_name_key(name: str) -> str:
+    """The uniqueness key of a name: NFC of the case-folded NFC spelling."""
+    return unicodedata.normalize("NFC", unicodedata.normalize("NFC", name).casefold())
+
+
+def _compact(sql: str) -> str:
+    return re.sub(r"\s+", "", sql).lower()
+
+
+def _expected_catalog() -> set:
+    objects = {("table", name, _compact(sql)) for name, sql in _TABLE_DDL.items()}
+    objects.add(("index", FILE_INDEX, _compact(_INDEX_DDL)))
+    objects |= {("index", f"sqlite_autoindex_{table}_1", "") for table in TABLES}
+    return objects
+
+
+def _catalog(conn: sqlite3.Connection) -> list:
+    # sqlite_sequence (AUTOINCREMENT) is shared with other tables and ignored.
+    return conn.execute(
+        "SELECT type,name,sql FROM sqlite_master "
+        "WHERE name IN (?,?,?) OR tbl_name IN (?,?)",
+        (*TABLES, FILE_INDEX, *TABLES),
+    ).fetchall()
+
+
+def _structure_error(conn: sqlite3.Connection) -> Optional[str]:
+    for table, expected in _COLUMNS.items():
+        columns = tuple(
+            (row[1], row[2].upper(), row[3], row[4], row[5])
+            for row in conn.execute(f"PRAGMA table_info({table})")
+        )
+        if columns != expected:
+            return f"Image collections table {table} has invalid columns"
+        foreign_keys = {
+            (row[3], row[2], row[4], row[6])
+            for row in conn.execute(f"PRAGMA foreign_key_list({table})")
+        }
+        if foreign_keys != _FOREIGN_KEYS[table]:
+            return f"Image collections table {table} has invalid foreign keys"
+    return None
+
+
+def _decoded_too_long(conn, sql: str, limit: int) -> bool:
+    """Whether a byte-bounded candidate row decodes to over *limit* characters."""
+    for row in conn.execute(sql):
+        for raw in row:
+            if len(bytes(raw).decode("utf-8", "replace")) > limit:
+                return True
+    return False
+
+
+def _value_error(conn: sqlite3.Connection) -> Optional[str]:
+    # Only this module's constants are interpolated into the SQL below. Bytes
+    # bound characters from above (UTF-8 is at most 4 bytes each); the few
+    # candidates over the character bound are measured decoded in Python.
+    if conn.execute(
+        f"SELECT 1 FROM {COLLECTIONS_TABLE} WHERE "  # nosec B608
+        "typeof(id) != 'integer' OR typeof(name) != 'text' "
+        "OR typeof(name_key) != 'text' OR typeof(created_at) != 'text' "
+        f"OR length(CAST(name AS BLOB)) > {MAX_NAME_LENGTH * 4} "
+        "OR length(CAST(name_key AS BLOB)) = 0 "
+        f"OR length(CAST(name_key AS BLOB)) > {_MAX_KEY_BYTES} "
+        f"OR length(CAST(created_at AS BLOB)) > {_TIMESTAMP_BYTES} LIMIT 1"
+    ).fetchone():
+        return "Image collections contains invalid values"
+    # The key is not recomputed: Unicode case tables differ between Python
+    # versions, and a key written by another version must stay restorable.
+    # Its UNIQUE constraint keeps names distinct; writes compute it.
+    for (name,) in conn.execute(f"SELECT name FROM {COLLECTIONS_TABLE}"):  # nosec B608
+        if (
+            not 1 <= len(name) <= MAX_NAME_LENGTH
+            or _has_control(name)
+            or name != name.strip()
+        ):
+            return "Image collections contains invalid names"
+    limit = MAX_KEY_LENGTH * 4
+    if conn.execute(
+        f"SELECT 1 FROM {ITEMS_TABLE} WHERE "  # nosec B608
+        "typeof(collection_id) != 'integer' OR typeof(root_key) != 'text' "
+        "OR typeof(relative_path) != 'text' OR typeof(added_at) != 'text' "
+        f"OR length(CAST(root_key AS BLOB)) > {limit} "
+        f"OR length(CAST(relative_path AS BLOB)) > {limit} "
+        f"OR length(CAST(added_at AS BLOB)) > {_TIMESTAMP_BYTES} LIMIT 1"
+    ).fetchone() or _decoded_too_long(
+        conn,
+        f"SELECT CAST(root_key AS BLOB), CAST(relative_path AS BLOB) "  # nosec B608
+        f"FROM {ITEMS_TABLE} WHERE length(CAST(root_key AS BLOB)) > {MAX_KEY_LENGTH} "
+        f"OR length(CAST(relative_path AS BLOB)) > {MAX_KEY_LENGTH}",
+        MAX_KEY_LENGTH,
+    ):
+        return "Image collections contains invalid members"
+    if conn.execute(f"PRAGMA foreign_key_check({ITEMS_TABLE})").fetchone():
+        return "Image collections contains members of a missing collection"
+    return None
+
+
+def image_collections_schema_error(
+    conn: sqlite3.Connection,
+    *,
+    allow_missing: bool = True,
+    check_values: bool = True,
+) -> Optional[str]:
+    """Reject partial or unsupported collections schemas and invalid rows.
+
+    Reads only: nothing is ever repaired. A database without either table is
+    acceptable for backups that predate them unless ``allow_missing`` is
+    false. ``check_values=False`` (live startup) checks the structure only.
+    """
+    objects = _catalog(conn)
+    if not objects:
+        return None if allow_missing else "Missing image collections schema"
+    present = {name for kind, name, _sql in objects if kind == "table"}
+    if present != set(TABLES):
+        return "Incomplete image collections schema"
+    actual = {(kind, name, _compact(sql or "")) for kind, name, sql in objects}
+    if actual != _expected_catalog():
+        return "Image collections has an invalid schema definition"
+    error = _structure_error(conn)
+    if error or not check_values:
+        return error
+    return _value_error(conn)
+
+
+def migrate_image_collections(conn: sqlite3.Connection) -> None:
+    """Install both tables atomically; validate before and after creating them."""
+    conn.execute("SAVEPOINT image_collections_schema")
+    try:
+        error = image_collections_schema_error(conn, check_values=False)
+        if error:
+            raise sqlite3.DatabaseError(error)
+        for sql in _TABLE_DDL.values():
+            conn.execute(sql.replace("CREATE TABLE", "CREATE TABLE IF NOT EXISTS", 1))
+        conn.execute(_INDEX_DDL.replace("INDEX", "INDEX IF NOT EXISTS", 1))
+        error = image_collections_schema_error(
+            conn, allow_missing=False, check_values=False
+        )
+        if error:
+            raise sqlite3.DatabaseError(error)
+        conn.execute("RELEASE image_collections_schema")
+    except BaseException:
+        conn.execute("ROLLBACK TO image_collections_schema")
+        conn.execute("RELEASE image_collections_schema")
+        raise
+
+
+class CollectionMissing(LookupError):
+    """No collection has the id (a 404 ``collection-not-found``)."""
+
+
+class CollectionNameTaken(ValueError):
+    """Another collection already has the name's key (a 409 ``name-taken``)."""
+
+    def __init__(self, collection_id: int):
+        super().__init__("Another collection has this name")
+        self.collection_id = collection_id
+
+
+class CollectionFilesMissing(LookupError):
+    """A new name with nothing to insert (a 404 ``files-not-found``)."""
+
+
+LIST_SQL = f"SELECT id, name FROM {COLLECTIONS_TABLE} ORDER BY name_key, id"
+GET_SQL = f"SELECT id, name FROM {COLLECTIONS_TABLE} WHERE id = ?"
+BY_KEY_SQL = f"SELECT id, name FROM {COLLECTIONS_TABLE} WHERE name_key = ?"
+MEMBERS_SQL = (
+    f"SELECT relative_path FROM {ITEMS_TABLE} "
+    "WHERE collection_id = ? AND root_key = ?"
+)
+ROOT_MEMBERS_SQL = (
+    f"SELECT collection_id, relative_path FROM {ITEMS_TABLE} WHERE root_key = ?"
+)
+COUNTS_SQL = (
+    f"SELECT c.id, (SELECT COUNT(*) FROM {ITEMS_TABLE} i "
+    f"WHERE i.collection_id = c.id) FROM {COLLECTIONS_TABLE} c"
+)
+FILE_SQL = (
+    f"SELECT collection_id FROM {ITEMS_TABLE} "
+    "WHERE root_key = ? AND relative_path = ? ORDER BY collection_id"
+)
+# Every read, for the EXPLAIN QUERY PLAN check: none scans the items table and
+# only the two whole-list reads (LIST_SQL, COUNTS_SQL) scan the collections.
+READ_SQL = (
+    LIST_SQL,
+    GET_SQL,
+    BY_KEY_SQL,
+    MEMBERS_SQL,
+    ROOT_MEMBERS_SQL,
+    COUNTS_SQL,
+    FILE_SQL,
+)
+_INSERT_ITEM_SQL = f"INSERT OR IGNORE INTO {ITEMS_TABLE} VALUES (?, ?, ?, ?)"
+_DELETE_ITEM_SQL = (
+    f"DELETE FROM {ITEMS_TABLE} "
+    "WHERE collection_id = ? AND root_key = ? AND relative_path = ?"
+)
+
+
+def _collection_id(value: object) -> int:
+    if type(value) is not int or not 1 <= value <= 999_999_999:
+        raise CollectionInvalid("Collection id must be a positive integer")
+    return value
+
+
+def _items(items: object) -> list:
+    """Distinct ``(root key, relative key)`` pairs, in order."""
+    if not isinstance(items, (list, tuple)):
+        raise CollectionInvalid("Items must be a list")
+    found = []
+    for item in items:
+        if (
+            not isinstance(item, (list, tuple))
+            or len(item) != 2
+            or not all(
+                isinstance(part, str) and 1 <= len(part) <= MAX_KEY_LENGTH
+                for part in item
+            )
+        ):
+            raise CollectionInvalid("Each item is a root key and a relative key")
+        found.append((item[0], item[1]))
+    return list(dict.fromkeys(found))
+
+
+def _row(row) -> dict:
+    return {"id": row[0], "name": row[1]}
+
+
+class ImageCollectionOperations:
+    """PromptDatabase mixin: collections and their members.
+
+    Each write runs in its own ``BEGIN IMMEDIATE`` transaction
+    (``_pair_transaction``), so two tabs creating one name are serialized.
+    """
+
+    def list_collections(self) -> list[dict]:
+        """Every collection ``{id, name}`` in name-key order, then id."""
+        rows = self.model.get_connection().execute(LIST_SQL)
+        return [_row(row) for row in rows]
+
+    def get_collection(self, collection_id: int) -> Optional[dict]:
+        """``{id, name}`` of one collection, or None."""
+        row = (
+            self.model.get_connection()
+            .execute(GET_SQL, (_collection_id(collection_id),))
+            .fetchone()
+        )
+        return _row(row) if row else None
+
+    def collection_exists(self, collection_id: int) -> bool:
+        return self.get_collection(collection_id) is not None
+
+    def collection_members(self, collection_id: int, root_key: str) -> set[str]:
+        """The relative keys stored for one collection under one source."""
+        rows = self.model.get_connection().execute(
+            MEMBERS_SQL, (_collection_id(collection_id), root_key)
+        )
+        return {path for (path,) in rows}
+
+    def root_collection_members(self, root_key: str) -> dict[int, set[str]]:
+        """``{collection id: relative keys}`` stored under one source."""
+        found: dict[int, set[str]] = {}
+        for collection_id, path in self.model.get_connection().execute(
+            ROOT_MEMBERS_SQL, (root_key,)
+        ):
+            found.setdefault(collection_id, set()).add(path)
+        return found
+
+    def collection_count_snapshot(self, root_keys: list) -> tuple[dict, dict]:
+        """``({root key: {id: relative keys}}, {id: stored rows})`` read in
+        one read transaction, so a write between the reads cannot skew them.
+        """
+        conn = self.model.get_connection()
+        if conn.in_transaction:
+            raise RuntimeError("Collection counts require their own transaction")
+        conn.execute("BEGIN")
+        try:
+            members = {}
+            for root_key in dict.fromkeys(root_keys):
+                found: dict[int, set[str]] = {}
+                for collection_id, path in conn.execute(ROOT_MEMBERS_SQL, (root_key,)):
+                    found.setdefault(collection_id, set()).add(path)
+                members[root_key] = found
+            stored = {cid: count for cid, count in conn.execute(COUNTS_SQL)}
+        finally:
+            conn.rollback()  # it only read
+        return members, stored
+
+    def collection_counts(self) -> dict[int, int]:
+        """``{collection id: stored rows}`` for every collection."""
+        rows = self.model.get_connection().execute(COUNTS_SQL)
+        return {collection_id: count for collection_id, count in rows}
+
+    def file_collections(self, root_key: str, relative_path: str) -> list[int]:
+        """Ids of the collections holding one file."""
+        rows = self.model.get_connection().execute(FILE_SQL, (root_key, relative_path))
+        return [collection_id for (collection_id,) in rows]
+
+    def add_to_collection(
+        self, *, items: object, collection_id: object = None, name: object = None
+    ) -> dict:
+        """Add files to an existing id or a name; create the name when needed.
+
+        A name whose key exists uses that collection; otherwise a collection
+        is created only when at least one item is inserted. Returns
+        ``{collection, created, added, already}``.
+        """
+        from .models import utc_now_iso  # models imports this module's schema
+
+        if (collection_id is None) == (name is None):
+            raise CollectionInvalid("Give either a collection id or a name")
+        pairs = _items(items)
+        if name is not None:
+            spelled = normalize_collection_name(name)
+        else:
+            collection_id = _collection_id(collection_id)
+        now = utc_now_iso()
+        with self._pair_transaction() as conn:
+            created = False
+            if name is not None:
+                row = conn.execute(
+                    BY_KEY_SQL, (collection_name_key(spelled),)
+                ).fetchone()
+                if row is None:
+                    if not pairs:
+                        raise CollectionFilesMissing("Nothing to add")
+                    cursor = conn.execute(
+                        f"INSERT INTO {COLLECTIONS_TABLE} "  # nosec B608
+                        "(name, name_key, created_at) VALUES (?, ?, ?)",
+                        (spelled, collection_name_key(spelled), now),
+                    )
+                    row, created = (cursor.lastrowid, spelled), True
+            else:
+                row = conn.execute(GET_SQL, (collection_id,)).fetchone()
+                if row is None:
+                    raise CollectionMissing("No such collection")
+            collection = _row(row)
+            added = sum(
+                conn.execute(
+                    _INSERT_ITEM_SQL, (collection["id"], root, path, now)
+                ).rowcount
+                for root, path in pairs
+            )
+        return {
+            "collection": collection,
+            "created": created,
+            "added": added,
+            "already": len(pairs) - added,
+        }
+
+    def remove_from_collection(self, collection_id: object, items: object) -> dict:
+        """Remove files from one collection; ``{collection, removed}``."""
+        collection_id = _collection_id(collection_id)
+        pairs = _items(items)
+        with self._pair_transaction() as conn:
+            row = conn.execute(GET_SQL, (collection_id,)).fetchone()
+            if row is None:
+                raise CollectionMissing("No such collection")
+            removed = sum(
+                conn.execute(_DELETE_ITEM_SQL, (collection_id, root, path)).rowcount
+                for root, path in pairs
+            )
+        return {"collection": _row(row), "removed": removed}
+
+    def rename_collection(self, collection_id: object, name: object) -> dict:
+        """The renamed ``{id, name}``; a case variant of its own name is fine."""
+        collection_id = _collection_id(collection_id)
+        spelled = normalize_collection_name(name)
+        key = collection_name_key(spelled)
+        with self._pair_transaction() as conn:
+            if conn.execute(GET_SQL, (collection_id,)).fetchone() is None:
+                raise CollectionMissing("No such collection")
+            taken = conn.execute(BY_KEY_SQL, (key,)).fetchone()
+            if taken is not None and taken[0] != collection_id:
+                raise CollectionNameTaken(taken[0])
+            conn.execute(
+                f"UPDATE {COLLECTIONS_TABLE} SET name = ?, name_key = ? "  # nosec B608
+                "WHERE id = ?",
+                (spelled, key, collection_id),
+            )
+        return {"id": collection_id, "name": spelled}
+
+    def delete_collection(self, collection_id: object) -> bool:
+        """Delete one collection and its members (never a file). True."""
+        collection_id = _collection_id(collection_id)
+        with self._pair_transaction() as conn:
+            cursor = conn.execute(
+                f"DELETE FROM {COLLECTIONS_TABLE} WHERE id = ?",  # nosec B608
+                (collection_id,),
+            )
+            if cursor.rowcount == 0:
+                raise CollectionMissing("No such collection")
+        return True

database/library_move.py

@@ -56,9 +56,11 @@ from .models import BUSY_TIMEOUT_SECONDS, PromptModel
 try:
     from ..utils import library_location as ll
     from ..utils.logging_config import get_logger
+    from ..utils.workspace_keys import KEY_FILE_NAME
 except ImportError:
     from utils import library_location as ll
     from utils.logging_config import get_logger
+    from utils.workspace_keys import KEY_FILE_NAME
 
 logger = get_logger("prompt_manager.database.library_move")
 
@@ -491,7 +493,8 @@ class _Move:
         sweep_move_temps(target)
         if ll.read_marker(target).get("state") == ll.MARKER_PENDING:
             # An earlier move stopped before it switched: its files are ours.
-            for name in (ll.DATABASE_NAME, ll.CONFIG_NAME) + self.plan.backups:
+            names = (ll.DATABASE_NAME, ll.CONFIG_NAME, KEY_FILE_NAME)
+            for name in names + self.plan.backups:
                 _remove(os.path.join(target, name))
             for suffix in ("-wal", "-shm", "-journal"):
                 _remove(os.path.join(target, ll.DATABASE_NAME + suffix))
@@ -536,6 +539,7 @@ class _Move:
                 raise MoveFailed("copy-failed") from error
             _check_copies([(self.plan.config_path, temp, expected)])
             copies = copies + [(self.plan.config_path, temp, expected, ll.CONFIG_NAME)]
+        copies = copies + self._key_copy()
         self.marker = write_marker(
             target, ll.MARKER_PENDING, self.plan.db_path, self.plan.config_path
         )
@@ -556,6 +560,28 @@ class _Move:
         self.checkpoint("marked")
         return files
 
+    def _key_copy(self) -> list:
+        """The workspace key's verified copy (#430), or none: it is re-creatable.
+
+        Without it the moved library starts with a new key, so pages left open
+        across the restart refresh once; that never fails the move.
+        """
+        source = os.path.join(self.plan.source_dir, KEY_FILE_NAME)
+        if not os.path.isfile(source):
+            return []
+        temp = self.temp(".key")
+        try:
+            expected = _hash_copy(source, temp)
+            _check_copies([(source, temp, expected)])
+        except (OSError, MoveFailed) as error:
+            _remove(temp)
+            logger.warning(
+                f"Library move: the workspace key was not copied ({error}); "
+                "open workspace pages refresh once after the restart"
+            )
+            return []
+        return [(source, temp, expected, KEY_FILE_NAME)]
+
     def cleanup(self) -> None:
         if self.moved:
             return

database/models.py

@@ -22,6 +22,10 @@ from .managed_connection import (
 from . import restore_stage
 from .library_schema import library_schema_error, migrate_library_state
 from .image_favorites import image_favorites_schema_error, migrate_image_favorites
+from .image_collections import (
+    image_collections_schema_error,
+    migrate_image_collections,
+)
 from .annotation_schema import annotation_schema_error, migrate_annotation_state
 from .autotag_schema import (
     autotag_schema_error,
@@ -338,6 +342,7 @@ class PromptModel:
         migrate_library_state(conn)
         migrate_image_favorites(conn)
         migrate_saved_views(conn)
+        migrate_image_collections(conn)
         # A review group without its annotation group is refused before the
         # annotation install could make it look valid (catalog only; the rows
         # are validated once, in migrate_review_state).
@@ -1159,8 +1164,8 @@ class PromptModel:
             path: File to inspect
             require_library_state: Also require the tables every current
                 database has (Library state, image favorites, image
-                categories, saved views, image annotations and the review
-                queue), as a migrated
+                categories, saved views, collections, image annotations and
+                the review queue), as a migrated
                 restore stage must; old backups may lack them.
             documents: Read every workflow document and refuse a damaged
                 one. A restore checks its upload without it and repairs
@@ -1234,6 +1239,11 @@ class PromptModel:
             )
             if views_error:
                 return False, views_error
+            collections_error = image_collections_schema_error(
+                conn, allow_missing=not require_library_state
+            )
+            if collections_error:
+                return False, collections_error
             annotation_error = annotation_schema_error(
                 conn, allow_missing=not require_library_state
             )

database/operations.py

@@ -18,6 +18,7 @@ from .models import PromptModel, normalize_image_path, utc_now_iso
 from .pairs import PairDependencyError, PairOperations  # noqa: F401 (re-exported)
 from .library import LibraryOperations, titled
 from .image_favorites import ImageFavoriteOperations
+from .image_collections import ImageCollectionOperations
 from .annotations import AnnotationOperations
 from .review import ReviewOperations
 from .review_decisions import ReviewDecisionOperations
@@ -453,6 +454,7 @@ class PromptDatabase(
     ExecutionOutputOperations,
     HistoryReadOperations,
     ImageFavoriteOperations,
+    ImageCollectionOperations,
     AnnotationOperations,
     ReviewOperations,
     ReviewDecisionOperations,

database/restore_stage.py

@@ -59,6 +59,7 @@ SUMMARY_KEYS = (
     "image_links",
     "runs",
     "saved_views",
+    "collections",
 )
 
 
@@ -144,7 +145,8 @@ def library_summary(conn: sqlite3.Connection) -> Dict[str, int]:
     ``positives`` are the Library's prompts (``library_counts``'s
     ``positive_prompts``); ``pairs`` the active saved pairs and
     ``archived_pairs`` the archived ones; ``image_links`` the indexed image
-    rows; ``runs`` the recorded executions.
+    rows; ``runs`` the recorded executions; ``collections`` the image
+    collections (#331).
     """
     from .library import _ELIGIBLE
 
@@ -169,6 +171,7 @@ def library_summary(conn: sqlite3.Connection) -> Dict[str, int]:
         "image_links": _count(conn, "generated_images"),
         "runs": _count(conn, "execution_runs"),
         "saved_views": _count(conn, "saved_views"),
+        "collections": _count(conn, "image_collections"),
     }
 
 
@@ -180,6 +183,7 @@ _FINGERPRINT_SQL = (
     ("prompt_pairs", "SELECT MAX(id), MAX(updated_at) FROM prompt_pairs"),
     ("execution_runs", "SELECT COUNT(*), MAX(rowid) FROM execution_runs"),
     ("saved_views", "SELECT MAX(rowid) FROM saved_views"),
+    ("image_collections", "SELECT MAX(rowid) FROM image_collections"),
 )
 
 
@@ -190,9 +194,9 @@ def live_fingerprint(conn: sqlite3.Connection):
     tables a restore replaces, or when a prompt, pair, run or saved view is
     the newest edited (counts plus the newest row and edit of each table);
     the apply refuses with ``plan-changed`` then. It does not see every
-    edit (a tag or favorite change on an older row); those are kept in the
-    restore's safety backup. A read transaction the caller already has is
-    used and left open; one opened here is ended here.
+    edit (a tag, favorite or collection membership change on an older row);
+    those are kept in the restore's safety backup. A read transaction the
+    caller already has is used and left open; one opened here is ended here.
     """
     import json
 

database/saved_views.py

@@ -35,6 +35,9 @@ _LIBRARY_SORTS = ("newest", "oldest", "name", "rating")
 _MEDIA = ("all", "image", "video")
 _CONTROL = re.compile(r"[\x00-\x1f\x7f]")
 _SOURCE = re.compile(r"all|0|[1-9][0-9]{0,8}")
+# A collection id as the listing's ``collection`` query takes it (#331): none
+# ("") or 1 to 9 digits without a leading zero.
+_COLLECTION = re.compile(r"|[1-9][0-9]{0,8}")
 FALLBACK_NAME = "Saved view"
 
 
@@ -55,6 +58,9 @@ _STATE_FIELDS = {
         "tags": ("tags", None, ()),
         # The Favorites page's filter (#249 D51): a view saved there reopens it.
         "favorites": ("bool", None, False),
+        # A view saved on a collection page (#331 D140) reopens that
+        # collection; never together with favorites.
+        "collection": ("collection", None, ""),
     },
     "library": {
         "q": ("text", 500, ""),
@@ -125,6 +131,8 @@ def _validate_value(key: str, kind: str, limit, value: object) -> None:
         raise SavedViewInvalid(f"State '{key}' is not a supported value")
     if kind == "source" and not _SOURCE.fullmatch(value):
         raise SavedViewInvalid(f"State '{key}' must be 'all' or a source index")
+    if kind == "collection" and not _COLLECTION.fullmatch(value):
+        raise SavedViewInvalid(f"State '{key}' must be empty or a collection id")
     if kind == "text" and (len(value) > limit or _CONTROL.search(value)):
         raise SavedViewInvalid(f"State '{key}' is too long or has control characters")
 
@@ -142,6 +150,8 @@ def encode_state(page: object, state: object) -> str:
         )
     for key, (kind, limit, _default) in fields.items():
         _validate_value(key, kind, limit, state[key])
+    if state.get("favorites") is True and state.get("collection"):
+        raise SavedViewInvalid("A view cannot filter by favorites and a collection")
     encoded = json.dumps(
         {key: state[key] for key in fields}, ensure_ascii=False, separators=(",", ":")
     )
@@ -181,6 +191,10 @@ def normalize_state(page: str, raw: object) -> dict:
         except SavedViewInvalid:
             value = default
         state[key] = list(value) if kind == "tags" else value
+    # Never written by this build; a stored row with both opens the collection,
+    # as the listing does for a URL with both (#331 D140).
+    if state.get("favorites") is True and state.get("collection"):
+        state["favorites"] = False
     return state
 
 

docs/application-redesign.md

@@ -12,7 +12,8 @@ code. This plan proposes implementation order and acceptance gates.
 - The native Prompt Library merged in [#210](https://github.com/ComfyAssets/ComfyUI_PromptManager/pull/210) for [#208](https://github.com/ComfyAssets/ComfyUI_PromptManager/issues/208): one positive parent, saved negative variants, full selected text and a shared filtered image gallery. It does not invent chronological runs from counters or scan dates.
 - [Durable history storage](prompt-history-storage.md) records job attempts and outcomes from [#212](https://github.com/ComfyAssets/ComfyUI_PromptManager/pull/212), frozen prompt contexts from [#213](https://github.com/ComfyAssets/ComfyUI_PromptManager/pull/213), and observed run-owned output locators from [#214](https://github.com/ComfyAssets/ComfyUI_PromptManager/pull/214). Those locators do not verify file bytes or establish gallery-image associations. That association contract and the chronological execution timeline remain pending under [#209](https://github.com/ComfyAssets/ComfyUI_PromptManager/issues/209).
 - [#215](https://github.com/ComfyAssets/ComfyUI_PromptManager/issues/215) brings the shell, Images and natural-height Prompt Library presentation into the approved geometry and themes while retaining their existing operations. [#216](https://github.com/ComfyAssets/ComfyUI_PromptManager/issues/216) adds the shared current-file inspector with exact generation facts, scoped provenance, raw/download evidence and loaded-collection viewer controls, including a slideshow that pauses at native video. This delivery does not establish whole-application parity, change the default entry point or constitute a release. Recorded chronological run/context browsing continues under [#209](https://github.com/ComfyAssets/ComfyUI_PromptManager/issues/209); image tagging/review, System consolidation and remaining organization capabilities continue under #196.
-- Local Inspect (#249, PRs L1–L2) replaces the `#/inspect` handoff with the concept's native "Inspect a file" page: one local image or video previews inline and opens the shared viewer and full inspector on a record read entirely in the browser, with nothing uploaded, imported or stored. The legacy metadata page (`web/metadata.html`, served at `/prompt_manager/gallery.html`) stays reachable from Overview; its capabilities map to the shared inspector, except its one-click COPY ALL summary, whose ruled replacement ("Copy settings summary") is pending. Recorded deviations D60–D66 are in [TESTING.md](../TESTING.md). Local roles equal to the server's resolver follow in PR L3.
+- Local Inspect (#249, PRs L1–L3) replaces the `#/inspect` handoff with the concept's native "Inspect a file" page: one local image or video previews inline and opens the shared viewer and full inspector on a record read entirely in the browser, with nothing uploaded, imported or stored. The legacy metadata page (`web/metadata.html`, served at `/prompt_manager/gallery.html`) stays reachable from Overview; its capabilities map to the shared inspector, including its one-click COPY ALL summary, which is the shared inspector's "Copy settings summary" (D117, LI-4). PR L3 ([#286](https://github.com/ComfyAssets/ComfyUI_PromptManager/pull/286)) shipped that button and local roles equal to the server's resolver (`web/js/workspace/local-resolver.mjs`, TESTING.md "Local roles (#249 PR L3, decision LI-1)"). Recorded deviations D60–D66 and D117 are in [TESTING.md](../TESTING.md).
+- Collections ([#331](https://github.com/ComfyAssets/ComfyUI_PromptManager/issues/331), three PRs) adds named, hand-picked groups of images, stored in the library database by file location as favorites are: a COLLECTIONS sidebar group whose rows open Images filtered to one collection (`#/collection/<id>`) with rename and delete, Add to collection and Remove from collection in the Images selection bar, a Collections… checklist in the shared inspector for the side panel and the viewer, and saved views that keep a collection. Membership survives restarts, source reordering and System › Maintenance duplicate cleanup; no file is copied, moved or changed.
 
 ## Scope and compatibility
 

py/api/__init__.py

@@ -48,6 +48,7 @@ from .review import ReviewRoutesMixin
 from .review_recording import ReviewRecordingMixin
 from .review_events import ReviewEventsMixin
 from .saved_views import SavedViewRoutesMixin
+from .collections import CollectionRoutesMixin
 from .history import HistoryRoutesMixin
 from .images import ImageRoutesMixin
 from .gallery_listing import WALK_STOPPED, RootListing, WalkOutcome
@@ -73,6 +74,7 @@ from .autotag_routes import AutotagRoutesMixin
 from .lora_integration import LoraIntegrationMixin
 from .lora_import_routes import LoraImportRoutesMixin
 from .image_categories import ImageCategoryRoutesMixin
+from .source_rescope import SourceRescopeMixin
 
 try:
     from ...database.operations import PromptDatabase
@@ -317,6 +319,7 @@ class PromptManagerAPI(
     ReviewRecordingMixin,
     ReviewEventsMixin,
     SavedViewRoutesMixin,
+    CollectionRoutesMixin,
     HistoryRoutesMixin,
     PromptRoutesMixin,
     ImageRoutesMixin,
@@ -340,6 +343,7 @@ class PromptManagerAPI(
     LoraIntegrationMixin,
     LoraImportRoutesMixin,
     ImageCategoryRoutesMixin,
+    SourceRescopeMixin,
 ):
     """REST API handler for PromptManager operations and web interface.
 
@@ -688,6 +692,7 @@ class PromptManagerAPI(
         self._register_review_routes(routes)
         self._register_review_event_routes(routes)
         self._register_saved_view_routes(routes)
+        self._register_collection_routes(routes)
         self._register_history_routes(routes)
         self._register_prompt_routes(routes)
         self._register_image_routes(routes)
@@ -705,6 +710,7 @@ class PromptManagerAPI(
         self._register_lora_routes(routes)
         self._register_lora_import_routes(routes)
         self._register_image_category_routes(routes)
+        self._register_rescope_routes(routes)
 
         # Register gzip compression middleware (once)
         global _gzip_registered

py/api/annotation_suggest.py

@@ -86,6 +86,23 @@ def unavailable_message(model_name: str) -> str:
     return f"{model_name} is not downloaded. {UNAVAILABLE_HINT}"
 
 
+def model_refusal(status: dict, model_type: str, model_name: str):
+    """Why *model_type* cannot run, from ``get_models_status()``, else None.
+
+    Not downloaded first (``unavailable_message``), then a backend package
+    that cannot be imported (#424). Both are a 409 ``model-unavailable``.
+    """
+    entry = status.get(model_type) or {}
+    if not entry.get("downloaded"):
+        return unavailable_message(model_name)
+    missing = entry.get("missing_packages") or []
+    if missing:
+        from ..autotag import missing_packages_message
+
+        return missing_packages_message(model_type, [str(name) for name in missing])
+    return None
+
+
 def run_suggestions(service, capture_path: str, model_type: str, options: dict):
     """Blocking: load (or swap to) *model_type*, then suggest for the capture.
 

py/api/annotations.py

@@ -21,9 +21,9 @@ from aiohttp import web
 from .annotation_suggest import (
     SUGGEST_FIELDS,
     OptionError,
+    model_refusal,
     run_suggestions,
     suggestion_rows,
-    unavailable_message,
     validate_options,
 )
 from .autotag_routes import model_busy_response
@@ -595,7 +595,7 @@ class AnnotationRoutesMixin:
         it, including a legacy batch), never downloads (``model-unavailable``)
         and never writes.
         """
-        from ..autotag import MODELS, get_autotag_service
+        from ..autotag import MODELS, MissingBackendPackages, get_autotag_service
         from ..config import MAX_SUGGESTION_LIMIT, AutotagConfig
 
         data, error = await self._annotation_body(request, SUGGEST_FIELDS)
@@ -633,9 +633,10 @@ class AnnotationRoutesMixin:
                 return error
             service = get_autotag_service()
             status = await self._run_in_executor(service.get_models_status)
-            if not status.get(model_type, {}).get("downloaded"):
-                name = MODELS.get(model_type, {}).get("name", model_type)
-                return _coded("model-unavailable", unavailable_message(name))
+            name = MODELS.get(model_type, {}).get("name", model_type)
+            refusal = model_refusal(status, model_type, name)
+            if refusal is not None:
+                return _coded("model-unavailable", refusal)
             owner = model_gate.new_owner("image-annotations")
             if not model_gate.try_acquire(owner):
                 return model_busy_response()
@@ -654,6 +655,9 @@ class AnnotationRoutesMixin:
                     options,
                     on_skipped=functools.partial(store.release_use, token),
                 )
+            except MissingBackendPackages as exc:
+                # A package gone since the status read (load_model logged it).
+                return _coded("model-unavailable", str(exc))
             except Exception:
                 self.logger.exception("Tag suggestion failed")
                 return _error(

py/api/autotag_routes.py

@@ -102,6 +102,17 @@ def size_label(size: str) -> str:
     return f"{match.group(1)} {match.group(2)}" if match else str(size or "")
 
 
+def package_entry(flags: dict) -> dict:
+    """The public package fields of one status entry (#424): the pip names
+    that cannot be imported, the install command and note (strings or null)."""
+    missing = flags.get("missing_packages") or []
+    text = {
+        key: flags[key] if isinstance(flags.get(key), str) else None
+        for key in ("install_command", "install_note")
+    }
+    return {"missing_packages": [str(name) for name in missing], **text}
+
+
 def public_models(status: dict, loaded_type: Optional[str]) -> dict:
     """Each engine model's public entry: names and sizes from ``MODELS``, the
     flags from ``status``; never a path (``model_path`` is dropped)."""
@@ -122,6 +133,7 @@ def public_models(status: dict, loaded_type: Optional[str]) -> dict:
         for key in ("model_exists", "mmproj_exists"):
             if key in flags:
                 entry[key] = bool(flags[key])
+        entry.update(package_entry(flags))
         models[model_type] = entry
     return models
 
@@ -750,6 +762,7 @@ class AutotagRoutesMixin:
                     "downloaded": bool(
                         (status.get(model_type) or {}).get("downloaded")
                     ),
+                    **package_entry(status.get(model_type) or {}),
                 },
                 "existing": existing,
                 "review_required": existing == "replace_after_review",
@@ -1073,8 +1086,8 @@ class AutotagRoutesMixin:
         return self.db.current_image_tags({locator: fingerprint}).get(locator, [])
 
     async def _suggest_single(self, target, model_type, options, base):
-        from ..autotag import MODELS, get_autotag_service
-        from .annotation_suggest import unavailable_message
+        from ..autotag import MODELS, MissingBackendPackages, get_autotag_service
+        from .annotation_suggest import model_refusal
         from .annotations import _pinned_suggestions, _settled, _submit
 
         try:
@@ -1084,8 +1097,8 @@ class AutotagRoutesMixin:
 
         service = get_autotag_service()
         status = await self._run_in_executor(service.get_models_status)
-        if not (status.get(model_type) or {}).get("downloaded"):
-            message = unavailable_message(MODELS[model_type]["name"])
+        message = model_refusal(status, model_type, MODELS[model_type]["name"])
+        if message is not None:
             return self._coded_error(409, "model-unavailable", message)
         owner = model_gate.new_owner("legacy-single")
         if not model_gate.try_acquire(owner):
@@ -1131,6 +1144,9 @@ class AutotagRoutesMixin:
                     options,
                     on_skipped=functools.partial(store.release_use, capture.token),
                 )
+            except MissingBackendPackages as exc:
+                # A package gone since the status read (load_model logged it).
+                return self._coded_error(409, "model-unavailable", str(exc))
             finally:
                 store.release(capture.token)
         finally:

py/api/collections.py

@@ -0,0 +1,350 @@
+"""Collections (#331): named, hand-picked groups of images.
+
+Routes under ``/prompt_manager/collections``. A file is named by its listing
+identity ``{root_index, root_scope, path}`` (``media_target.py``) and stored
+under the favorites' keys (``_favorite_root_key``, ``_favorite_relative_key``),
+which never leave the server. A stale scope (the sources were reordered) is a
+409 ``source-changed`` before anything is written. Responses are
+``{"success": bool, ...}``; an unexpected failure is a logged 500 with a
+generic message, never the exception text.
+"""
+
+import hmac
+import re
+from functools import wraps
+from typing import Callable
+
+from aiohttp import web
+
+from .images import (
+    _favorite_relative_key,
+    _favorite_root_key,
+    _forbidden,
+    _json_body_or_error,
+    collection_not_found,
+)
+from .media_target import media_target
+from .prompts import bad_request
+
+try:
+    from ...database.image_collections import (
+        CollectionFilesMissing,
+        CollectionInvalid,
+        CollectionMissing,
+        CollectionNameTaken,
+        normalize_collection_name,
+    )
+    from ...database.image_favorites import MAX_KEY_LENGTH
+except ImportError:
+    from database.image_collections import (
+        CollectionFilesMissing,
+        CollectionInvalid,
+        CollectionMissing,
+        CollectionNameTaken,
+        normalize_collection_name,
+    )
+    from database.image_favorites import MAX_KEY_LENGTH
+
+BASE = "/prompt_manager/collections"
+# The most files one add or remove names (the bulk tagging cap, MC12).
+MAX_ITEMS = 500
+MAX_ID = 999_999_999
+_PATH_ID = re.compile(r"[1-9][0-9]{0,8}")
+_ROOT_INDEX = re.compile(r"[0-9]{1,9}")
+_ADD_TARGETS = (frozenset({"collection_id", "items"}), frozenset({"name", "items"}))
+_REMOVE_FIELDS = frozenset({"collection_id", "items"})
+_RENAME_FIELDS = frozenset({"name"})
+_MEDIA_MESSAGE = "Only media files can be added to a collection"
+READ_FAILED = "Collections could not be read."
+CHANGE_FAILED = "The collection could not be changed."
+SOURCES_CHANGED = "The sources changed. Refresh the images and try again."
+FILES_NOT_FOUND = (
+    "None of the selected images could be found. Refresh the images and try again."
+)
+NAME_TAKEN = "Another collection already has this name."
+
+
+class _Refused(Exception):
+    """A request refused before any write; carries its response."""
+
+    def __init__(self, response: web.Response):
+        super().__init__(response.status)
+        self.response = response
+
+
+def _coded(status: int, code: str, message: str, **extra) -> web.Response:
+    return web.json_response(
+        {"success": False, "code": code, "error": message, **extra},
+        status=status,
+        headers={"Cache-Control": "no-store"},
+    )
+
+
+def _collection_response(failure: str) -> Callable:
+    """Map the database's refusals to their status; anything else to a 500."""
+
+    def decorate(handler: Callable) -> Callable:
+        @wraps(handler)
+        async def wrapped(self, request: web.Request) -> web.Response:
+            try:
+                return await handler(self, request)
+            except _Refused as refused:
+                return refused.response
+            except CollectionInvalid as exc:
+                return bad_request(str(exc))
+            except CollectionMissing:
+                return collection_not_found()
+            except CollectionFilesMissing:
+                return _coded(404, "files-not-found", FILES_NOT_FOUND)
+            except CollectionNameTaken as exc:
+                return _coded(
+                    409, "name-taken", NAME_TAKEN, collection_id=exc.collection_id
+                )
+            except Exception:
+                self.logger.exception("Collection request failed")
+                return web.json_response(
+                    {"success": False, "error": failure}, status=500
+                )
+
+        return wrapped
+
+    return decorate
+
+
+def _path_id(request: web.Request) -> int:
+    raw = request.match_info["collection_id"]
+    if not raw.isascii() or _PATH_ID.fullmatch(raw) is None:
+        raise _Refused(bad_request("Invalid collection id"))
+    return int(raw)
+
+
+def _body_id(value: object) -> int:
+    if type(value) is not int or not 1 <= value <= MAX_ID:
+        raise _Refused(bad_request("Invalid collection id"))
+    return value
+
+
+async def _body(request: web.Request, allowed: tuple) -> dict:
+    data, error = await _json_body_or_error(request)
+    if error is not None:
+        raise _Refused(error)
+    if frozenset(data) not in allowed:
+        names = " or ".join(", ".join(sorted(fields)) for fields in allowed)
+        raise _Refused(bad_request(f"Request must contain exactly {names}"))
+    return data
+
+
+class CollectionRoutesMixin:
+    """Mixin providing the collection routes (#331)."""
+
+    def _register_collection_routes(self, routes: web.RouteTableDef) -> None:
+        # The fixed paths go first: "/items" must never match "/{collection_id}".
+        routes.get(BASE)(self.list_collections)
+        routes.post(BASE + "/items")(self.add_collection_items)
+        routes.delete(BASE + "/items")(self.remove_collection_items)
+        routes.get(BASE + "/membership")(self.collection_membership)
+        routes.patch(BASE + "/{collection_id}")(self.rename_collection)
+        routes.delete(BASE + "/{collection_id}")(self.delete_collection)
+
+    # -- reads -------------------------------------------------------------
+
+    @_collection_response(READ_FAILED)
+    async def list_collections(self, request: web.Request) -> web.Response:
+        """Every collection with its listed ``count`` and its ``missing`` rows.
+
+        ``count`` is the members listed under every configured source (one
+        primary-key range read per source, matched against its cached
+        listing); ``missing`` the stored rows beyond it. When a scan or a read
+        fails both are null for every collection and the names still return.
+        """
+        collections = await self._run_in_executor(self.db.list_collections)
+        counts = None
+        if collections:
+            try:
+                counts = await self._collection_counts()
+            except Exception:
+                self.logger.warning(
+                    "Collection counts could not be read", exc_info=True
+                )
+        rows = []
+        for collection in collections:
+            listed, stored = (None, None) if counts is None else counts
+            count = None if listed is None else listed.get(collection["id"], 0)
+            stored_rows = None if stored is None else stored.get(collection["id"], 0)
+            rows.append(
+                {
+                    **collection,
+                    "count": count,
+                    # Clamped: never below zero, whatever the snapshot saw.
+                    "missing": None if count is None else max(0, stored_rows - count),
+                }
+            )
+        return web.json_response({"success": True, "collections": rows})
+
+    async def _collection_counts(self) -> tuple[dict, dict]:
+        """``({id: listed members}, {id: stored rows})`` over every source.
+
+        The scans come from the gallery cache; the root keys (realpath), the
+        listings and one read snapshot of every member and stored count run
+        in the executor, so a write between two reads cannot skew them.
+        """
+        roots = list(self._get_all_output_dirs())
+        root_keys = await self._run_in_executor(
+            lambda: [_favorite_root_key(root) for root in roots]
+        )
+        distinct = {}  # one folder configured twice counts once
+        for root, root_key in zip(roots, root_keys):
+            distinct.setdefault(root_key, root)
+        scans = {
+            root_key: await self._get_gallery_files(root)
+            for root_key, root in distinct.items()
+        }
+        return await self._run_in_executor(self._count_members, distinct, scans)
+
+    def _count_members(self, roots: dict, scans: dict) -> tuple[dict, dict]:
+        """Blocking: match one snapshot's members against each listing."""
+        members, stored = self.db.collection_count_snapshot(list(roots))
+        listed: dict[int, int] = {}
+        for root_key, root in roots.items():
+            listing = self._favorite_listing(root, scans[root_key])
+            for collection_id, keys in members.get(root_key, {}).items():
+                found = sum(1 for key in keys if key in listing)
+                listed[collection_id] = listed.get(collection_id, 0) + found
+        return listed, stored
+
+    @_collection_response(READ_FAILED)
+    async def collection_membership(self, request: web.Request) -> web.Response:
+        """GET ``?root_index&root_scope&path``: the ids holding that file."""
+        query = request.query
+        if len(query) != 3 or set(query) != {"root_index", "root_scope", "path"}:
+            # len() counts a repeated key (?path=a&path=b) twice.
+            return bad_request("Query must name root_index, root_scope and path once")
+        raw_index = query["root_index"]
+        if not raw_index.isascii() or _ROOT_INDEX.fullmatch(raw_index) is None:
+            return bad_request("Invalid gallery root")
+        roots = list(self._get_all_output_dirs())
+        target = {
+            "root_index": int(raw_index),
+            "root_scope": query["root_scope"],
+            "path": query["path"],
+        }
+        root_key, key = await self._run_in_executor(
+            self._collection_key, target, roots, {}
+        )
+        ids = await self._run_in_executor(self.db.file_collections, root_key, key)
+        return web.json_response({"success": True, "collection_ids": ids})
+
+    # -- writes ------------------------------------------------------------
+
+    @_collection_response(CHANGE_FAILED)
+    async def add_collection_items(self, request: web.Request) -> web.Response:
+        """POST ``{collection_id | name, items}``: add the listed files.
+
+        Only files the source's listing holds are added; the rest count in
+        ``not_found``. A new name with nothing to add creates nothing (404
+        ``files-not-found``).
+        """
+        data = await _body(request, _ADD_TARGETS)
+        target = {}
+        if "name" in data:
+            target["name"] = normalize_collection_name(data["name"])
+        else:
+            target["collection_id"] = _body_id(data["collection_id"])
+        roots = list(self._get_all_output_dirs())
+        keys = await self._run_in_executor(self._collection_items, data["items"], roots)
+        found, not_found = [], 0
+        listings = {}
+        for index, root_key, key in keys:
+            if index not in listings:
+                root = roots[index]
+                files = await self._get_gallery_files(root)
+                listings[index] = await self._run_in_executor(
+                    self._favorite_listing, root, files
+                )
+            if key in listings[index]:
+                found.append((root_key, key))
+            else:
+                not_found += 1
+        result = await self._run_in_executor(
+            lambda: self.db.add_to_collection(items=found, **target)
+        )
+        return web.json_response({"success": True, **result, "not_found": not_found})
+
+    @_collection_response(CHANGE_FAILED)
+    async def remove_collection_items(self, request: web.Request) -> web.Response:
+        """DELETE ``{collection_id, items}``: listed or not, every named file."""
+        data = await _body(request, (_REMOVE_FIELDS,))
+        collection_id = _body_id(data["collection_id"])
+        roots = list(self._get_all_output_dirs())
+        keys = await self._run_in_executor(self._collection_items, data["items"], roots)
+        result = await self._run_in_executor(
+            self.db.remove_from_collection,
+            collection_id,
+            [(root_key, key) for _index, root_key, key in keys],
+        )
+        return web.json_response({"success": True, **result})
+
+    @_collection_response(CHANGE_FAILED)
+    async def rename_collection(self, request: web.Request) -> web.Response:
+        """PATCH ``{name}``: a case variant of its own name is allowed."""
+        collection_id = _path_id(request)
+        data = await _body(request, (_RENAME_FIELDS,))
+        name = normalize_collection_name(data["name"])
+        collection = await self._run_in_executor(
+            self.db.rename_collection, collection_id, name
+        )
+        return web.json_response({"success": True, "collection": collection})
+
+    @_collection_response(CHANGE_FAILED)
+    async def delete_collection(self, request: web.Request) -> web.Response:
+        """DELETE: the collection and its members; files are never touched."""
+        collection_id = _path_id(request)
+        await self._run_in_executor(self.db.delete_collection, collection_id)
+        return web.json_response({"success": True, "deleted": True})
+
+    # -- request steps -----------------------------------------------------
+
+    def _collection_items(self, items: object, roots: list) -> list[tuple]:
+        """``(index, root key, relative key)`` per distinct file, in order.
+
+        Blocking (realpath per root, once per request): run in the executor.
+        Every item is checked before anything is written: 400 for a malformed
+        shape, 403 for an unsafe path, 409 for a stale scope. Two spellings
+        that fold to one key (Windows) count once.
+        """
+        if not isinstance(items, list) or not 1 <= len(items) <= MAX_ITEMS:
+            raise _Refused(bad_request(f"items must list 1 to {MAX_ITEMS} images"))
+        keys, sources = {}, {}
+        for item in items:
+            index = item.get("root_index") if isinstance(item, dict) else None
+            root_key, key = self._collection_key(item, roots, sources)
+            keys.setdefault((root_key, key), index)
+        return [(index, root_key, key) for (root_key, key), index in keys.items()]
+
+    def _collection_key(
+        self, item: object, roots: list, sources: dict
+    ) -> tuple[str, str]:
+        """The stored keys of one target, or raise its refusal (blocking).
+
+        *sources* caches ``{index: (scope, root key)}`` for one request, so
+        each root's realpath runs once however many items name it.
+        """
+        target, error = media_target(item, media_message=_MEDIA_MESSAGE)
+        if error is not None:
+            raise _Refused(error)
+        index, scope, relative = target
+        if index >= len(roots):
+            raise _Refused(_coded(409, "source-changed", SOURCES_CHANGED))
+        if index not in sources:
+            sources[index] = (
+                self._gallery_root_scope(roots[index], index),
+                _favorite_root_key(roots[index]),
+            )
+        current, root_key = sources[index]
+        if not hmac.compare_digest(scope, current):
+            raise _Refused(_coded(409, "source-changed", SOURCES_CHANGED))
+        key = _favorite_relative_key(relative)
+        if max(len(root_key), len(key)) > MAX_KEY_LENGTH:
+            # A stored key past the schema bound would fail the next restore.
+            raise _Refused(_forbidden("Path is too long to add to a collection"))
+        return root_key, key

py/api/duplicate_files.py

@@ -588,7 +588,9 @@ class DuplicateFilesMixin:
         job.update(total=len(targets), status_line="Removing duplicate files")
         spellings = await self._run_in_executor(self._source_spellings)
         removed, failure, keepers = 0, None, {}
-        totals = dict.fromkeys(("moved", "merged", "favorites", "tags", "review"), 0)
+        totals = dict.fromkeys(
+            ("moved", "merged", "favorites", "tags", "review", "collections"), 0
+        )
         totals["categories"] = 0  # image categories kept on the kept copies (#332)
         for done, target in enumerate(targets, start=1):
             if failure is not None:
@@ -632,6 +634,11 @@ class DuplicateFilesMixin:
             job.log_line(
                 f"Moved {_plural(totals['favorites'], 'favorite')} to the kept copies"
             )
+        if totals["collections"]:
+            job.log_line(
+                f"Moved {_plural(totals['collections'], 'collection membership')} "
+                "to the kept copies"
+            )
         if totals["tags"]:
             job.log_line(
                 f"Added {_plural(totals['tags'], 'image tag')} to the kept copies"

py/api/duplicate_spellings.py

@@ -104,7 +104,8 @@ def copy_move(target, kept_stat, spellings):
 
     A record found under a folder spelling moves to the kept copy under
     the same spelling when that folder holds it too, else to its real
-    path. Its favorite moves under every listed root holding the file.
+    path. Its favorite and its collection memberships move under every
+    listed root holding the file.
     """
     removed = spellings.of(target["abs"])
     kept = spellings.of(target["keeper_abs"])

py/api/image_tag_jobs.py

@@ -42,7 +42,7 @@ from .. import model_gate
 from .admin import _plural, _time_left
 from .annotation_suggest import (
     OptionError,
-    unavailable_message,
+    model_refusal,
     validate_options,
 )
 from .annotations import (
@@ -58,7 +58,9 @@ from .annotations import (
 from .autotag_routes import BATCH_CANCELLED, MODEL_BUSY_ERROR, model_busy_response
 from .images import (
     MAX_LISTING_SELECTION,
+    CollectionMissing,
     ListingSourceChanged,
+    collection_not_found,
     _current_fingerprint,
     _listing_posix,
     _public_path,
@@ -510,10 +512,8 @@ class ImageTagJobsMixin:
             )
         )
         label = MODELS[model_type]["label"]
-        if not (status.get(model_type) or {}).get("downloaded"):
-            message = (
-                f"{label} is not downloaded. Download it in System › Auto-tagging."
-            )
+        message = model_refusal(status, model_type, label)
+        if message is not None:
             return None, _refusal(409, "model-unavailable", message)
         if backup_on and short is not None:
             return None, _refusal(507, "insufficient-space", short_space_message(short))
@@ -689,6 +689,8 @@ class ImageTagJobsMixin:
             selection = await self.resolve_listing_filter(spec.filter, cap)
         except ListingSourceChanged:
             return None, _coded("source-changed")
+        except CollectionMissing:
+            return None, collection_not_found()
         except ValueError as exc:
             return None, bad_request(str(exc))
         except Exception:
@@ -788,13 +790,13 @@ class ImageTagJobsMixin:
 
     async def _prepare_tagging_model(self, job, spec: _Spec, owner):
         """The loaded service, or None (logged) when the job cannot run."""
-        from ..autotag import MODELS, get_autotag_service
+        from ..autotag import MODELS, MissingBackendPackages, get_autotag_service
 
         service = get_autotag_service()
         status = await self._run_in_executor(service.get_models_status)
-        if not status.get(spec.model_type, {}).get("downloaded"):
-            name = MODELS.get(spec.model_type, {}).get("name", spec.model_type)
-            message = unavailable_message(name)
+        name = MODELS.get(spec.model_type, {}).get("name", spec.model_type)
+        message = model_refusal(status, spec.model_type, name)
+        if message is not None:
             job.update(status_line=message)
             job.log_line(f"! {message}")
             return None
@@ -806,6 +808,11 @@ class ImageTagJobsMixin:
                 spec.model_type,
                 spec.options["use_gpu"],
             )
+        except MissingBackendPackages as exc:
+            # A package gone since the status read (load_model logged it).
+            job.update(status_line=str(exc))
+            job.log_line(f"! {exc}")
+            return None
         except Exception:
             self.logger.exception("The auto-tag job could not load its model")
             job.update(status_line=INFERENCE_FAILED)

py/api/images.py

@@ -13,12 +13,13 @@ import re
 import stat
 import subprocess  # nosec B404 - ffmpeg frames through run_encoder, fixed argv
 import sys
+import threading
 import time as _time
 import urllib.parse
 from bisect import bisect_left, bisect_right, insort
 from collections.abc import Mapping
 from pathlib import Path
-from typing import Callable, NamedTuple
+from typing import Callable, Iterable, NamedTuple
 
 from aiohttp import web
 from PIL import Image, UnidentifiedImageError
@@ -58,6 +59,7 @@ from .inspection_service import (
 )
 
 try:
+    from ...database.image_collections import CollectionMissing
     from ...database.image_favorites import MAX_KEY_LENGTH
     from ...database.library import display_title
     from ...database.models import normalize_image_path
@@ -80,7 +82,9 @@ try:
         reveal_executor,
         reveal_in_file_manager,
     )
+    from ...utils.workspace_keys import gallery_root_scope, workspace_keys_for
 except ImportError:
+    from database.image_collections import CollectionMissing
     from database.image_favorites import MAX_KEY_LENGTH
     from database.library import display_title
     from database.models import normalize_image_path
@@ -103,6 +107,7 @@ except ImportError:
         reveal_executor,
         reveal_in_file_manager,
     )
+    from utils.workspace_keys import gallery_root_scope, workspace_keys_for
 
 
 IMAGE_EXTENSIONS = _IMAGE_EXTENSIONS
@@ -110,6 +115,21 @@ IMAGE_EXTENSIONS = _IMAGE_EXTENSIONS
 _CARD_RECORDS = ("prompt", "workflow")
 _PNG_SIGNATURE = b"\x89PNG\r\n\x1a\n"
 _LISTING_FAILED = "The image list could not be filtered. Check server logs for details."
+_COLLECTION_ID = re.compile(r"[1-9][0-9]{0,8}")
+COLLECTION_NOT_FOUND = "That collection no longer exists."
+
+
+def collection_not_found() -> web.Response:
+    """The 404 a write or a listing answers for an unknown collection (#331)."""
+    return web.json_response(
+        {
+            "success": False,
+            "code": "collection-not-found",
+            "error": COLLECTION_NOT_FOUND,
+        },
+        status=404,
+        headers={"Cache-Control": "no-store"},
+    )
 
 
 def _card_header(path: Path) -> tuple:
@@ -501,7 +521,8 @@ MAX_JSON_BODY_BYTES = 1024 * 1024
 _READ_CHUNK = 64 * 1024
 
 
-_WORKSPACE_CURSOR_SECRET = os.urandom(32)
+# Guards the first load of an API's workspace keys (#430, _workspace_keys).
+_WORKSPACE_KEYS_LOCK = threading.Lock()
 
 
 def _workspace_root(query: dict, roots: list[Path]) -> int | None:
@@ -601,15 +622,37 @@ def _rated_key(entry: _Listed, rank: int) -> tuple:
     return (-rank, *_workspace_key(entry, "rating"))
 
 
-def _workspace_cursor(key: tuple, scope: str) -> str:
+# Bump whenever the cursor's key tuple changes shape: a cursor now outlives a
+# restart and an upgrade (#430), so an old shape must be refused, not parsed.
+_CURSOR_VERSION = 2
+_CURSOR_STALE = "The image collection changed; refresh the gallery"
+
+
+class CursorStale(ValueError):
+    """A well-formed cursor this listing cannot verify (#430).
+
+    Another key, another root list or other filters: the page refreshes its
+    collection instead of retrying the same cursor.
+    """
+
+
+def _cursor_mac(secret: bytes, scope: str, payload: bytes) -> bytes:
+    # The listing scope (it hashes every absolute root) is bound in the MAC
+    # only, never sent: the scope is 64 hex, so the "\n" join is unambiguous.
+    return hmac.new(secret, scope.encode() + b"\n" + payload, hashlib.sha256).digest()
+
+
+def _workspace_cursor(key: tuple, scope: str, secret: bytes) -> str:
+    """The signed keyset cursor of *key*; *secret* is the API's cursor key."""
     payload = json.dumps(
-        {"v": 1, "scope": scope, "key": key}, separators=(",", ":"), ensure_ascii=False
+        {"v": _CURSOR_VERSION, "key": key}, separators=(",", ":"), ensure_ascii=False
     ).encode()
-    signature = hmac.new(_WORKSPACE_CURSOR_SECRET, payload, hashlib.sha256).digest()
+    signature = _cursor_mac(secret, scope, payload)
     return base64.urlsafe_b64encode(signature + payload).decode().rstrip("=")
 
 
-def _workspace_cursor_key(token: str, scope: str, order: str) -> tuple:
+def _workspace_cursor_key(token: str, scope: str, order: str, secret: bytes) -> tuple:
+    """The keyset key of *token*; CursorStale when it is not this listing's."""
     try:
         if len(token) > 4096:
             raise ValueError()
@@ -617,13 +660,14 @@ def _workspace_cursor_key(token: str, scope: str, order: str) -> tuple:
             token + "=" * (-len(token) % 4), altchars=b"-_", validate=True
         )
         signature, payload = raw[:32], raw[32:]
-        expected = hmac.new(_WORKSPACE_CURSOR_SECRET, payload, hashlib.sha256).digest()
-        if not hmac.compare_digest(signature, expected):
+        if len(signature) != 32 or not payload:
             raise ValueError()
+        if not hmac.compare_digest(signature, _cursor_mac(secret, scope, payload)):
+            raise CursorStale(_CURSOR_STALE)
         data = json.loads(payload)
         key = data["key"]
-        if data["v"] != 1 or data["scope"] != scope or not isinstance(key, list):
-            raise ValueError()
+        if data["v"] != _CURSOR_VERSION or not isinstance(key, list):
+            raise CursorStale(_CURSOR_STALE)
         types = (
             (str, str, int, (float, int))
             if order in ("name", "name-desc")
@@ -637,6 +681,8 @@ def _workspace_cursor_key(token: str, scope: str, order: str) -> tuple:
         ):
             raise ValueError()
         return tuple(key)
+    except CursorStale:
+        raise
     except (ValueError, KeyError, TypeError, UnicodeError, binascii.Error):
         raise ValueError("Invalid gallery cursor; refresh the gallery") from None
 
@@ -1110,8 +1156,9 @@ def _workspace_filters(query: Mapping) -> dict:
     the linked positive's text, title and tag names. ``category`` is exact,
     ``tags`` is a comma list that must all be present, ``sort=rating`` ranks by
     the linked positive, and ``favorites=1`` keeps only favorites (the
-    Favorites page, #249 D51). Raises ValueError for any unknown or oversized
-    value.
+    Favorites page, #249 D51). ``collection=<id>`` (1 to 9 digits) keeps only
+    that collection's members (#331); it wins over ``favorites`` (a page never
+    sets both). Raises ValueError for any unknown or oversized value.
     """
     text = query.get("q", "").strip()
     folded = text.casefold()
@@ -1125,8 +1172,10 @@ def _workspace_filters(query: Mapping) -> dict:
         {tag.strip() for tag in query.get("tags", "").split(",") if tag.strip()}
     )
     favorites = query.get("favorites", "0")
+    collection = query.get("collection", "")
     if (
         favorites not in ("0", "1")
+        or (collection != "" and _COLLECTION_ID.fullmatch(collection) is None)
         or len(text) > 500
         or len(folded) > 500
         or media not in ("all", "image", "video")
@@ -1149,7 +1198,8 @@ def _workspace_filters(query: Mapping) -> dict:
         "path": exact.casefold(),
         "category": category,
         "tags": tags,
-        "favorites": favorites == "1",
+        "favorites": favorites == "1" and not collection,
+        "collection": int(collection) if collection else None,
     }
 
 
@@ -1167,6 +1217,8 @@ LISTING_FILTER_KEYS = frozenset(
         "media",
         "sort",
         "favorites",
+        # A collection page's filter (#331): bulk actions act on its members.
+        "collection",
     }
 )
 MAX_LISTING_FILTER_VALUE = 2048
@@ -1223,7 +1275,7 @@ def _admitted_entries(
     entries: list,
     filters: dict,
     links: dict | None,
-    favorites: frozenset | None = None,
+    members: frozenset | None = None,
     image_tags: dict | None = None,
     own_categories: dict | None = None,
 ):
@@ -1236,11 +1288,11 @@ def _admitted_entries(
     admits a file whose effective category equals it (#332 MC5): its own
     category (*own_categories*, ``{normalized path: category}``) when it has one,
     else the inherited one, so an unlinked file with its own category is
-    admitted. *favorites*, when given, admits only those listed
-    paths (``favorites=1``). *image_tags* maps normalized paths to their
-    _ImageTagMatch: a tag filter also admits a file whose current image tags
-    (with its linked positive's tags) carry every tag, and ``q`` also admits an
-    image tag name hit.
+    admitted. *members*, when given, admits only those listed paths (the
+    favorites of ``favorites=1`` or a ``collection``'s members). *image_tags*
+    maps normalized paths to their _ImageTagMatch: a tag filter also admits a
+    file whose current image tags (with its linked positive's tags) carry every
+    tag, and ``q`` also admits an image tag name hit.
     """
     query, media, folder = filters["query"], filters["media"], filters["folder"]
     category = filters["category"]
@@ -1258,7 +1310,7 @@ def _admitted_entries(
             continue
         if media != "all" and (media == "video") != entry.video:
             continue
-        if favorites is not None and entry.path not in favorites:
+        if members is not None and entry.path not in members:
             continue
         match = None if links is None else links.get(entry.normalized)
         image = None if image_tags is None else image_tags.get(entry.normalized)
@@ -1286,7 +1338,7 @@ def _filtered_page(
     size: int,
     filters: dict,
     links: dict | None,
-    favorites: frozenset | None = None,
+    members: frozenset | None = None,
     image_tags: dict | None = None,
     own_categories: dict | None = None,
 ) -> tuple[int, list, int | None]:
@@ -1298,7 +1350,7 @@ def _filtered_page(
     """
     total, page, positives = 0, [], set()
     for position, entry, match in _admitted_entries(
-        entries, filters, links, favorites, image_tags, own_categories
+        entries, filters, links, members, image_tags, own_categories
     ):
         total += 1
         if match is not None:
@@ -1315,13 +1367,27 @@ def _in_subfolder(rel_dir, subfolder):
 class ImageRoutesMixin:
     """Mixin providing image and gallery-related API endpoints."""
 
+    def _workspace_keys(self):
+        """This API's scope and cursor keys, loaded once (#430).
+
+        They derive from the secret persisted beside the database, so a restart
+        keeps every scope and cursor an open page holds. The first call reads
+        (or writes) one small file; later calls return the cached keys, which
+        a live library move or restore does not change before a restart.
+        """
+        keys = self.__dict__.get("_workspace_keys_cache")
+        if keys is None:
+            with _WORKSPACE_KEYS_LOCK:
+                keys = self.__dict__.get("_workspace_keys_cache")
+                if keys is None:
+                    db = getattr(self, "db", None)
+                    model = getattr(db, "model", None)
+                    keys = workspace_keys_for(getattr(model, "db_path", None))
+                    self.__dict__["_workspace_keys_cache"] = keys
+        return keys
+
     def _gallery_root_scope(self, root: Path, index: int) -> str:
-        payload = json.dumps(
-            ["prompt-manager-gallery-root-v1", index, str(_canonical(root))],
-            separators=(",", ":"),
-            ensure_ascii=False,
-        ).encode("utf-8")
-        return hmac.new(_WORKSPACE_CURSOR_SECRET, payload, hashlib.sha256).hexdigest()
+        return gallery_root_scope(self._workspace_keys(), str(_canonical(root)), index)
 
     def _gallery_scope_error(
         self, query: Mapping, roots: list[Path]
@@ -1985,6 +2051,8 @@ class ImageRoutesMixin:
             limit, _offset = parse_page_params(request.query, default_limit=100)
         except ValueError:
             return bad_request("limit and offset must be integers")
+        # #430: the first use may create the key file; never on the event loop.
+        cursor_secret = (await self._run_in_executor(self._workspace_keys)).cursor
         try:
             root_index = _workspace_root(request.query, output_dirs)
             filters = _workspace_filters(request.query)
@@ -2002,27 +2070,38 @@ class ImageRoutesMixin:
                         filters["category"],
                         filters["tags"],
                         filters["favorites"],
+                        filters["collection"],
                     ]
                 ).encode()
             ).hexdigest()
             token = request.query.get("cursor")
             after = (
-                _workspace_cursor_key(token, scope, filters["order"]) if token else None
+                _workspace_cursor_key(token, scope, filters["order"], cursor_secret)
+                if token
+                else None
+            )
+        except CursorStale as exc:
+            return web.json_response(
+                {"success": False, "code": "cursor-stale", "error": str(exc)},
+                status=400,
+                headers={"Cache-Control": "no-store"},
             )
         except ValueError as exc:
             return bad_request(str(exc))
 
-        listings = [
-            (index, root, await self._get_gallery_files(root))
-            for index, root in enumerate(output_dirs)
-            if root_index is None or index == root_index
-        ]
         try:
+            if filters["collection"] is not None and not await self._run_in_executor(
+                self.db.collection_exists, filters["collection"]
+            ):
+                raise CollectionMissing("No such collection")
+            listings = await self._workspace_listings(output_dirs, root_index)
             page, total, has_more, next_cursor, positive_count = (
                 await self._run_in_executor(
                     self._select_workspace_page, listings, filters, after, limit, scope
                 )
             )
+        except CollectionMissing:
+            return collection_not_found()
         except Exception:
             # A filter that needs the prompt links or the image tags cannot be
             # served without them. Never echo the exception: it can carry SQL
@@ -2282,9 +2361,11 @@ class ImageRoutesMixin:
     ) -> tuple:
         """The ordered entries and what admits them (blocking; run in executor).
 
-        Returns ``(entries, key, links, image_tags, favorites, own)``: the
+        Returns ``(entries, key, links, image_tags, members, own)``: the
         listing in the filters' order, its keyset key, and the link, image-tag,
-        favorite and own-category maps _admitted_entries reads. One SELECT
+        member and own-category maps _admitted_entries reads (members: a
+        collection's, else the favorites, else None). A collection deleted since
+        the route checked it raises CollectionMissing. One SELECT
         (get_image_link_matches) reads every linked positive when *read_links*;
         under a category it keeps only links whose raw recipe or positive
         category is that value (the inherited one is decided in Python), and
@@ -2368,10 +2449,14 @@ class ImageRoutesMixin:
             def key(entry):
                 return _workspace_key(entry, order)
 
-        favorites = (
-            self._workspace_favorite_paths(listings) if filters["favorites"] else None
+        return (
+            entries,
+            key,
+            links,
+            image_tags,
+            self._workspace_members(listings, filters),
+            own,
         )
-        return entries, key, links, image_tags, favorites, own
 
     def _own_category_links(self, links: dict, own: dict, filters: dict) -> dict:
         """*links* plus the links of files whose own category is the filter's.
@@ -2423,7 +2508,7 @@ class ImageRoutesMixin:
             or bool(filters["tags"])
             or order == "rating"
         )
-        entries, key, links, image_tags, favorites, own = self._workspace_admission(
+        entries, key, links, image_tags, members, own = self._workspace_admission(
             listings, filters, read_links=needed or after is None
         )
         start = 0
@@ -2434,13 +2519,17 @@ class ImageRoutesMixin:
             else:
                 start = bisect_right(entries, after, key=key)
         total, page, positive_count = _filtered_page(
-            entries, start, limit + 1, filters, links, favorites, image_tags, own
+            entries, start, limit + 1, filters, links, members, image_tags, own
         )
         if not needed and after is not None:
             positive_count = _COUNT_OMITTED
         has_more = len(page) > limit
         page = page[:limit]
-        next_cursor = _workspace_cursor(key(page[-1]), scope) if has_more else None
+        next_cursor = (
+            _workspace_cursor(key(page[-1]), scope, self._workspace_keys().cursor)
+            if has_more
+            else None
+        )
         return (
             [(entry.path, entry.mtime, entry.root, entry.index) for entry in page],
             total,
@@ -2456,12 +2545,12 @@ class ImageRoutesMixin:
 
         The links are read strictly: the positives must be the listing's own.
         """
-        entries, _key, links, image_tags, favorites, own = self._workspace_admission(
+        entries, _key, links, image_tags, members, own = self._workspace_admission(
             listings, filters, read_links=True, strict=True
         )
         targets, positives, unlinked, scopes = [], {}, 0, {}
         for _position, entry, match in _admitted_entries(
-            entries, filters, links, favorites, image_tags, own
+            entries, filters, links, members, image_tags, own
         ):
             if len(targets) == cap:
                 return ListingSelection(targets, list(positives), unlinked, True)
@@ -2483,9 +2572,11 @@ class ImageRoutesMixin:
     ) -> ListingSelection:
         """The images a parse_listing_filter result admits right now (#392).
 
-        Raises ValueError for a root outside the current roots, and
+        Raises ValueError for a root outside the current roots,
         ListingSourceChanged when the filter's ``root_scope`` no longer names
-        its root (the sources were renumbered since the listing).
+        its root (the sources were renumbered since the listing), and
+        CollectionMissing when its ``collection`` no longer exists (checked
+        before any scan and again after the members are read).
         """
         output_dirs = list(self._get_all_output_dirs())
         root_index = _workspace_root(params, output_dirs)
@@ -2495,11 +2586,11 @@ class ImageRoutesMixin:
                 raise ListingSourceChanged()
             raise ValueError("Invalid gallery root scope")
         filters = _workspace_filters(params)
-        listings = [
-            (index, root, await self._get_gallery_files(root))
-            for index, root in enumerate(output_dirs)
-            if root_index is None or index == root_index
-        ]
+        if filters["collection"] is not None and not await self._run_in_executor(
+            self.db.collection_exists, filters["collection"]
+        ):
+            raise CollectionMissing("No such collection")
+        listings = await self._workspace_listings(output_dirs, root_index)
         return await self._run_in_executor(
             self._select_workspace_matches, listings, filters, cap
         )
@@ -3684,25 +3775,58 @@ class ImageRoutesMixin:
         self._favorite_listing_cache[cache_key] = (files, listing)
         return listing
 
-    def _workspace_favorite_paths(self, listings: list[tuple]) -> frozenset:
-        """The listed paths of every favorite in the selected roots (blocking).
+    def _workspace_members(self, listings: list[tuple], filters: dict):
+        """The member set the filters ask for, or None (blocking)."""
+        collection = filters.get("collection")
+        if collection is not None:
+            members = self._workspace_member_paths(
+                listings,
+                lambda root_key: self.db.collection_members(collection, root_key),
+            )
+            # Checked after the reads: a collection deleted before or while
+            # they ran is a 404, never an empty page passing for it.
+            if not self.db.collection_exists(collection):
+                raise CollectionMissing("No such collection")
+            return members
+        if filters["favorites"]:
+            return self._workspace_favorite_paths(listings)
+        return None
 
-        One primary-key read per root (get_root_favorites), matched against the
-        root's cached ``{relative key: listing spelling}``, so the work follows
-        the favorites rather than the files, and a key folds case exactly as
-        the toggle stored it (Windows). A favorite whose file is gone matches
-        nothing. A failed read raises: an unfiltered page must never pass for
-        the favorites.
+    def _workspace_favorite_paths(self, listings: list[tuple]) -> frozenset:
+        """The listed paths of every favorite in the selected roots (blocking)."""
+        return self._workspace_member_paths(listings, self.db.get_root_favorites)
+
+    def _workspace_member_paths(
+        self, listings: list[tuple], keys_for_source: Callable[[str], Iterable[str]]
+    ) -> frozenset:
+        """The listed paths of the stored keys of each selected root (blocking).
+
+        One read per root (``keys_for_source(root key)``: the favorites' or a
+        collection's primary-key range), matched against the root's cached
+        ``{relative key: listing spelling}``, so the work follows the members
+        rather than the files, and a key folds case exactly as it was stored
+        (Windows). A member whose file is gone matches nothing. A failed read
+        raises: an unfiltered page must never pass for the members.
         """
         paths = set()
         for _index, root, files in listings:
             listing = self._favorite_listing(root, files)
-            for key in self.db.get_root_favorites(_favorite_root_key(root)):
+            for key in keys_for_source(_favorite_root_key(root)):
                 listed = listing.get(key)
                 if listed is not None:
                     paths.add(root / listed)
         return frozenset(paths)
 
+    async def _workspace_listings(
+        self, output_dirs: list[Path], root_index: int | None
+    ) -> list[tuple]:
+        """``(index, root, scan)`` of every selected root (cached scans)."""
+        return [
+            (index, root, await self._get_gallery_files(root))
+            for index, root in enumerate(output_dirs)
+            if root_index is None or index == root_index
+        ]
+
     def _workspace_favorites(self, page: list[tuple]) -> set[tuple[int, str]]:
         """``(root index, listing path)`` of the favorites among *page* entries."""
         by_root: dict[tuple[int, Path], dict[str, str]] = {}

py/api/prompts.py

@@ -1227,7 +1227,9 @@ class PromptRoutesMixin:
         """
         from .images import (
             MAX_LISTING_SELECTION,
+            CollectionMissing,
             ListingSourceChanged,
+            collection_not_found,
             parse_listing_filter,
         )
 
@@ -1252,6 +1254,8 @@ class PromptRoutesMixin:
                 },
                 status=409,
             )
+        except CollectionMissing:
+            return collection_not_found()
         except ValueError as exc:
             return refused(str(exc))
         if selection.truncated:

py/api/source_rescope.py

@@ -0,0 +1,100 @@
+"""Where a stale Images target is now (#430): ``POST /prompt_manager/images/rescope``.
+
+A page addresses a listed file as ``{root_index, root_scope, path}``. When the
+sources are renumbered its scope no longer names the root at that index, and
+every per-file action answers 409 ``source-changed``. Before it gives up, the
+page asks here. The target is mapped only when its scope is, at its old
+index, the scope of one of the current roots: the server issued that scope
+for exactly that folder, so the answer (the file's current listing
+descriptor) names nothing the page could not already address. A removed or
+replaced root, a scope of another key and a foreign scope stay refused.
+
+Only the Images roots (``_get_all_output_dirs``) are mapped; a LoRA-linked
+root's target is never re-scoped here.
+"""
+
+import hmac
+from pathlib import Path
+
+from aiohttp import web
+
+from .images import (
+    _forbidden,
+    _is_thumbnail_cache_path,
+    _json_body_or_error,
+    _media_access_error,
+)
+from .media_target import media_target
+from .prompts import bad_request
+
+# Far above any real source count; keeps the index out of huge-int territory.
+MAX_ROOT_INDEX = 4095
+SOURCE_GONE = (
+    "The source of this image changed or was removed. Refresh the image "
+    "collection to find it again."
+)
+
+
+def _coded(status: int, code: str, message: str) -> web.Response:
+    return web.json_response(
+        {"success": False, "code": code, "error": message}, status=status
+    )
+
+
+def _no_store(response: web.Response) -> web.Response:
+    response.headers["Cache-Control"] = "no-store"
+    return response
+
+
+class SourceRescopeMixin:
+    """The rescope route; composed into ``PromptManagerAPI``."""
+
+    def _register_rescope_routes(self, routes):
+        @routes.post("/prompt_manager/images/rescope")
+        async def rescope_route(request):
+            return _no_store(await self.rescope_image(request))
+
+    def _current_root_for(self, scope: str, old_index: int, roots: list) -> int | None:
+        """The index of the first current root *scope* was issued for at *old_index*."""
+        for index, root in enumerate(roots):
+            if hmac.compare_digest(scope, self._gallery_root_scope(root, old_index)):
+                return index
+        return None
+
+    def _rescope_blocking(self, scope: str, old_index: int, relative: str):
+        """The answer to one rescope (blocking: it resolves paths)."""
+        roots = list(self._get_all_output_dirs())
+        index = self._current_root_for(scope, old_index, roots)
+        if index is None:
+            return _coded(409, "source-changed", SOURCE_GONE)
+        root = Path(roots[index])
+        path = root / relative
+        denied = _media_access_error(path, [root])
+        if denied is not None:
+            return denied
+        try:
+            mtime = path.stat().st_mtime if path.is_file() else None
+        except OSError:
+            mtime = None
+        if mtime is None:
+            return _coded(404, "file-missing", "Image file not found")
+        [image] = self._format_workspace_page([(path, mtime, root, index)])
+        return web.json_response({"success": True, "image": image})
+
+    async def rescope_image(self, request) -> web.Response:
+        data, error = await _json_body_or_error(request)
+        if error is not None:
+            return error
+        if set(data) != {"target"}:
+            return bad_request("Send exactly one target")
+        target, error = media_target(data["target"])
+        if error is not None:
+            return error
+        old_index, scope, relative = target
+        if old_index > MAX_ROOT_INDEX:
+            return bad_request("Invalid gallery root")
+        if _is_thumbnail_cache_path(relative):
+            return _forbidden("Previews are not re-scoped; use the original")
+        return await self._run_in_executor(
+            self._rescope_blocking, scope, old_index, relative
+        )

py/autotag.py

@@ -7,6 +7,7 @@ Refactored from standalone_tagger.py for integration with PromptManager API.
 
 import errno
 import gc
+import importlib.util
 import inspect
 import os
 import sys
@@ -155,6 +156,91 @@ MODELS = {
     },
 }
 
+# The Python modules each backend imports when it loads, with their pip names
+# (#424). None of them is a PromptManager requirement: they are optional, and
+# llama-cpp-python needs a build for the user's GPU. Nothing is ever installed.
+BACKEND_PACKAGES: Dict[str, Tuple[Tuple[str, str], ...]] = {
+    "gguf": (("llama_cpp", "llama-cpp-python"),),
+    # The default 8-bit load needs bitsandbytes, and device_map needs accelerate.
+    "hf": (
+        ("torch", "torch"),
+        ("transformers", "transformers"),
+        ("accelerate", "accelerate"),
+        ("bitsandbytes", "bitsandbytes"),
+    ),
+    "wd14-swinv2": (("onnxruntime", "onnxruntime"),),
+    "wd14-vit": (("onnxruntime", "onnxruntime"),),
+}
+_INSTALL_NOTES = {
+    "gguf": (
+        'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python'
+    ),
+    "wd14-swinv2": "Use onnxruntime-gpu for CUDA.",
+    "wd14-vit": "Use onnxruntime-gpu for CUDA.",
+}
+_PIP_NAMES = {
+    module: pip for packages in BACKEND_PACKAGES.values() for module, pip in packages
+}
+
+
+def _importable(module: str) -> bool:
+    """Whether *module* (a top-level name) can be imported; imports nothing."""
+    if sys.modules.get(module) is not None:
+        return True
+    try:
+        return importlib.util.find_spec(module) is not None
+    except (ImportError, ValueError, OSError):
+        return False
+
+
+def missing_packages(model_type: str) -> List[str]:
+    """The pip names of the packages *model_type* needs and cannot import."""
+    return [
+        pip
+        for module, pip in BACKEND_PACKAGES.get(model_type, ())
+        if not _importable(module)
+    ]
+
+
+def package_fields(model_type: str, missing: List[str]) -> Dict[str, Any]:
+    """The status fields of *missing*: pip names, install command and note."""
+    missing = list(missing)
+    return {
+        "missing_packages": missing,
+        "install_command": "pip install " + " ".join(missing) if missing else None,
+        "install_note": _INSTALL_NOTES.get(model_type) if missing else None,
+    }
+
+
+def _joined(names: List[str]) -> str:
+    if len(names) <= 1:
+        return "".join(names)
+    return ", ".join(names[:-1]) + " and " + names[-1]
+
+
+def missing_packages_message(model_type: str, missing: List[str]) -> str:
+    """The one sentence every refusal of a model with missing packages uses."""
+    label = MODELS.get(model_type, {}).get("label", model_type)
+    fields = package_fields(model_type, missing)
+    pronoun = "it" if len(missing) == 1 else "them"
+    message = (
+        f"{label} needs {_joined(missing)}. Install {pronoun} into ComfyUI's "
+        f"Python: {fields['install_command']}."
+    )
+    if fields["install_note"]:
+        message += " " + fields["install_note"]
+    return message
+
+
+class MissingBackendPackages(RuntimeError):
+    """A model whose backend packages cannot be imported (#424)."""
+
+    def __init__(self, model_type: str, missing: List[str]):
+        self.model_type = model_type
+        self.missing = list(missing)
+        super().__init__(missing_packages_message(model_type, self.missing))
+
+
 # Default prompts
 DEFAULT_PROMPT = DEFAULT_TAG_TEMPLATE
 
@@ -167,6 +253,10 @@ SYSTEM_PROMPT = (
 )
 
 
+def _none(_model_type: str) -> List[str]:
+    return []
+
+
 def _load_rgb(image_path: str) -> Image.Image:
     """Decode the image as RGB and close the file before inference.
 
@@ -203,6 +293,7 @@ class AutoTagService:
         self,
         models_dir: Optional[Path] = None,
         model_loader: Optional[ModelLoader] = None,
+        package_probe: Optional[Callable[[str], List[str]]] = None,
     ):
         """Initialize the AutoTag service.
 
@@ -213,9 +304,16 @@ class AutoTagService:
                        ``(kind, backend)`` tuple used by ``generate_tags``.
                        Defaults to ``_load_model``, which imports the ML
                        backends lazily. Tests inject a fake here.
+            package_probe: Callable ``(model_type)`` returning the pip names
+                       of the backend packages that cannot be imported.
+                       Defaults to ``missing_packages`` with the default
+                       loader; an injected loader brings its own backend.
         """
         self.logger = get_logger("autotag.service")
         self._model_loader: ModelLoader = model_loader or self._load_model
+        if package_probe is None:
+            package_probe = missing_packages if model_loader is None else _none
+        self._package_probe = package_probe
 
         # Determine models directory
         if models_dir:
@@ -320,6 +418,9 @@ class AutoTagService:
                     # Get the actual path (local or cache)
                     model_status["model_path"] = str(self._get_hf_model_path())
 
+            model_status.update(
+                package_fields(model_type, self._package_probe(model_type))
+            )
             status[model_type] = model_status
 
         return status
@@ -455,13 +556,9 @@ class AutoTagService:
 
     def _load_wd14_tagger(self, model_type: str, use_gpu: bool = True):
         """Load WD14 ONNX model and tag list."""
-        try:
-            import onnxruntime as ort
-        except ImportError:
-            raise RuntimeError(
-                "onnxruntime is required for WD14 models. "
-                "Install with: pip install onnxruntime (or onnxruntime-gpu for CUDA)"
-            )
+        # 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]
@@ -694,6 +791,7 @@ class AutoTagService:
         Raises:
             ValueError: If model_type is invalid
             RuntimeError: If model not downloaded or loading fails
+            MissingBackendPackages: If its backend packages cannot be imported
         """
         if model_type not in MODELS:
             raise ValueError(f"Invalid model type: {model_type}")
@@ -705,6 +803,11 @@ class AutoTagService:
         status = self.get_models_status()
         if not status[model_type]["downloaded"]:
             raise RuntimeError(f"Model {model_type} not downloaded")
+        missing = status[model_type].get("missing_packages") or []
+        if missing:
+            refusal = MissingBackendPackages(model_type, missing)
+            self.logger.warning(str(refusal))
+            raise refusal
 
         try:
             self._tagger = self._model_loader(model_type, use_gpu)
@@ -712,6 +815,17 @@ class AutoTagService:
             self.logger.info(f"Model {model_type} loaded successfully")
             return True
 
+        except ModuleNotFoundError as e:
+            # A package find_spec found but that does not import (a broken
+            # install), or a dependency of one: the same refusal, no traceback.
+            self._tagger = None
+            self._current_model_type = None
+            module = (e.name or "").split(".")[0] or str(e)
+            refusal = MissingBackendPackages(
+                model_type, [_PIP_NAMES.get(module, module)]
+            )
+            self.logger.warning(str(refusal))
+            raise refusal from None
         except Exception as e:
             self.logger.error(f"Failed to load model {model_type}: {e}")
             self._tagger = None

tests/browser/collections-concept.spec.mjs

@@ -0,0 +1,108 @@
+import {test,expect} from './fixtures.mjs';
+import {SIZES,THEMES,seedConceptAt,openConcept,openProduction,diffInventory,mutate} from './concept-inventory.mjs';
+
+// #331 D138: the Images selection bar's "Add to collection" dialog against the concept's own (`bulk-collection` →
+// simpleInput, app.js a1392–1398 and a1138), on the concept-shaped fixture, at 1600x1100 and 390x844 in both themes.
+// Paired screenshots are artifacts only; there are no PNG baselines.
+test.use({locale:'en-US',timezoneId:'UTC'});
+
+const CARDS='.gallery-body > .image-grid > .media-card';
+
+/**
+ * Runs in the page: the open "Add selected images to collection" dialog: its title, the body's tree, the field's
+ * label, input and suggestions, and the actions, with the concept's geometry and tokens.
+ */
+function measureAddDialog() {
+    const dialog=document.querySelector('dialog#modal[open]');
+    const css=(node,...keys)=>node?Object.fromEntries(keys.map(key=>[key,getComputedStyle(node)[key]])):null;
+    const name=node=>[node.localName,...[...node.classList].sort()].join('.');
+    const text=node=>node?.textContent.trim()??null;
+    const body=dialog.querySelector('#modal-body');
+    const field=body.querySelector(':scope > .field');
+    const label=field?.querySelector(':scope > label');
+    const input=field?.querySelector(':scope > input');
+    const list=input?.list??null;
+    const actions=body.querySelector(':scope > .dialog-actions');
+    const rect=dialog.getBoundingClientRect();
+    return {
+        title:text(dialog.querySelector('#modal-title')),
+        tree:[...body.children].map(name),
+        field:field&&{tree:[...field.children].map(name),height:Math.round(field.getBoundingClientRect().height),
+            ...css(field,'display','flexDirection','rowGap','marginBottom')},
+        label:label&&{text:text(label),for:label.htmlFor,...css(label,'fontSize','fontWeight','color')},
+        input:input&&{id:input.id,type:input.type,value:input.value,maxLength:input.maxLength,list:input.getAttribute('list'),
+            ...css(input,'height','paddingLeft','fontSize','color','backgroundColor','borderTopColor','borderTopLeftRadius')},
+        suggestions:list&&{id:list.id,display:getComputedStyle(list).display,options:[...list.options].map(option=>option.value)},
+        actions:{tree:[...actions.children].map(name),...css(actions,'display','justifyContent','columnGap','marginTop'),
+            buttons:[...actions.children].map(button=>({text:text(button),className:button.className,
+                ...css(button,'backgroundColor','color','fontSize','paddingTop','paddingLeft','borderTopColor')}))},
+        width:Math.round(rect.width),height:Math.round(rect.height),
+    };
+}
+
+/**
+ * D138: the action is "Add" (the concept's "Apply in prototype"), the field starts empty (no sample "Experiments") and
+ * holds at most 100 characters, and a hidden `datalist` of the existing names (the fixture's two) follows the field:
+ * the shared input dialog's suggestions list, as Set category's (#332 D140).
+ */
+function mapAddDialogConcept(reference) {
+    const [cancel,apply]=reference.actions.buttons;
+    const [field,...rest]=reference.tree;
+    return {...reference,tree:[field,'datalist',...rest],
+        input:{...reference.input,value:'',maxLength:100,list:'workspace-input-suggestions'},
+        suggestions:{id:'workspace-input-suggestions',display:'none',options:['Experiments','Landscapes']},
+        actions:{...reference.actions,buttons:[cancel,{...apply,text:'Add'}]}};
+}
+
+async function openAddDialog(page,main) {
+    await page.locator(CARDS).first().locator('.image-overlays > label > input[type="checkbox"]').check();
+    await page.locator(`${main} #bulkbar`).getByRole('button',{name:'Add to collection',exact:true}).click();
+    await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Add selected images to collection');
+    await page.mouse.move(0,0);
+    return page.evaluate(measureAddDialog);
+}
+
+async function conceptAddDialog(page,theme) {
+    await openConcept(page,'images',theme);
+    return openAddDialog(page,'#main');
+}
+
+async function productionAddDialog(page,theme) {
+    await openProduction(page,'images',theme);
+    await expect(page.locator(CARDS).first()).toBeVisible();
+    return openAddDialog(page,'#workspace-main');
+}
+
+test.beforeEach(async({page,request},testInfo)=>{testInfo.manifest=await seedConceptAt(page,request);});
+
+for(const theme of THEMES)for(const [width,height] of SIZES) {
+    test(`add to collection dialog matches the concept ${theme} ${width}x${height}`,async({page},testInfo)=>{
+        await page.setViewportSize({width,height});
+        const concept=await conceptAddDialog(page,theme);
+        await page.screenshot({path:testInfo.outputPath(`concept-add-to-collection-${theme}-${width}.png`)});
+        const production=await productionAddDialog(page,theme);
+        await page.screenshot({path:testInfo.outputPath(`production-add-to-collection-${theme}-${width}.png`)});
+        expect(concept.input.value,'the concept pre-fills its sample').toBe('Experiments');
+        expect(diffInventory(mapAddDialogConcept(concept),production)).toEqual([]);
+    });
+}
+
+test('add to collection comparison detects mutations',async({page})=>{
+    await page.setViewportSize({width:1600,height:1100});
+    const concept=await conceptAddDialog(page,'dark');
+    const expected=mapAddDialogConcept(concept);
+    const production=await productionAddDialog(page,'dark');
+    expect(diffInventory(expected,production)).toEqual([]);
+    // Unmapped, the concept differs only where D138 is recorded.
+    expect(diffInventory(concept,production).map(item=>item.path).sort()).toEqual(expect.arrayContaining(
+        ['actions.buttons.1.text','tree.1','input.list','input.maxLength','input.value']));
+    const paths=async()=>diffInventory(expected,await page.evaluate(measureAddDialog)).map(item=>item.path);
+    await page.evaluate(()=>{document.querySelector('dialog#modal[open] label[for="action-input"]').textContent='Name';});
+    expect(await paths()).toEqual(['label.text']);
+    await page.evaluate(()=>{document.querySelector('dialog#modal[open] label[for="action-input"]').textContent='Collection name';});
+    const undoStyle=await mutate(page,{css:'dialog#modal #action-input { border-color: rgb(255, 0, 0); } dialog#modal .dialog-actions { gap: 31px; }'});
+    expect(await paths()).toEqual(expect.arrayContaining(['input.borderTopColor','actions.columnGap']));
+    await undoStyle();
+    await page.evaluate(()=>document.querySelector('#workspace-input-suggestions').remove());
+    expect(await paths()).toEqual(expect.arrayContaining(['suggestions']));
+});

tests/browser/concept-inventory.mjs

@@ -187,6 +187,33 @@ export async function mutate(page,{css=null,remove=[],clone=[]}={}) {
     },token);
 }
 
+/**
+ * #332 D146: the category chip names its origin after the category, in a muted `span.chip-source` that never splits
+ * (workspace.css `.chip .chip-source`). The concept's chip shows the bare name (app.js a402), so the recorded rule and
+ * the span are added to the concept page at runtime and the browser lays the chip out: the first `.tags` row's
+ * non-badge chip under `root`. `category` also replaces the chip's text (an own category the concept never shows).
+ * Returns the undo.
+ */
+export const D146_CHIP_SOURCE='.chip .chip-source { color: var(--ca-muted); white-space: nowrap; }';
+export async function withChipSource(page,root,origin,category=null) {
+    const restoreRule=await mutate(page,{css:D146_CHIP_SOURCE});
+    const token=await page.evaluate(({root,origin,category})=>{
+        const chip=document.querySelector(root)?.querySelector('.tags')?.querySelector(':scope > .chip:not(.blue)');
+        if(!chip)throw new Error(`withChipSource: no category chip under ${root}`);
+        const text=chip.textContent,source=document.createElement('span');
+        source.className='chip-source';source.textContent=` · ${origin}`;
+        if(category!==null)chip.textContent=category;
+        chip.append(source);
+        const token=`chip-source-${Math.random().toString(36).slice(2)}`;
+        (window.__chipSources??=new Map()).set(token,()=>{chip.textContent=text;});
+        return token;
+    },{root,origin,category});
+    return async()=>{
+        await page.evaluate(token=>{window.__chipSources.get(token)();window.__chipSources.delete(token);},token);
+        await restoreRule();
+    };
+}
+
 /**
  * Inventory sections: {chrome, heading, toolbar, filterRow, bulkbar, caption, grid, cards, continuation, panel, library,
  * history, noPageScroll}. A section is null when its element is absent. The Images sections (toolbar … panel, #249 C7)
@@ -615,9 +642,12 @@ export function measureInspector(selector) {
             primary:node.classList.contains('ca-primary'),...box(node),...font(node),...edges(node),...layout(node),
             minHeight:style.minHeight,minWidth:style.minWidth,icon:iconOf(node)};
     }
+    // #332 D146: a category chip's visible origin (`span.chip-source`), null on every other chip.
     function chipOf(node) {
+        const source=node.querySelector(':scope > .chip-source');
         return {tag:node.tagName.toLowerCase(),className:classes(node),text:textOf(node),hidden:hiddenOf(node),...box(node),...font(node),...edges(node),
-            minHeight:getComputedStyle(node).minHeight};
+            minHeight:getComputedStyle(node).minHeight,
+            source:when(source,()=>({text:source.textContent,...font(source),...css(source,'whiteSpace'),...box(source)}))};
     }
     function rowOf(row) {
         return {...layout(row),...edges(row),...box(row),chips:[...row.children].map(chipOf)};

tests/browser/fast_reset.py

@@ -28,6 +28,11 @@ import weakref
 from pathlib import Path
 from typing import Any, Callable, TypeVar
 
+try:
+    import fcntl
+except ImportError:  # Windows: no flock, and no /dev/shm to share
+    fcntl = None
+
 T = TypeVar("T")
 
 # Set to 1 to run seeders on the live database as before #384 (the equivalence
@@ -43,8 +48,13 @@ MEMORY_ROOT = Path("/dev/shm")
 # the browsers and the other workers; with less free than this, the scratch
 # copy goes on disk instead.
 MEMORY_FREE_BYTES = 32 * 1024 * 1024
-# Scratch folders are named <prefix><owner pid>-<random>.
+# Scratch folders are created as <prefix>new-<owner pid>-<random>, locked, then
+# renamed to <prefix>held-<owner pid>-<random>. The pid is for people only:
+# ownership is the flock on OWNER_LOCK, which every PID namespace sees (#419).
 SCRATCH_PREFIX = "pm-reset-"
+STAGING_PREFIX = f"{SCRATCH_PREFIX}new-"
+HELD_PREFIX = f"{SCRATCH_PREFIX}held-"
+OWNER_LOCK = "owner.lock"
 
 
 def _quote(name: str) -> str:
@@ -96,29 +106,40 @@ def table_digests(conn: sqlite3.Connection, schema: str = "main") -> dict[str, s
     return result
 
 
-def _process_alive(pid: int) -> bool:
+def _hold(folder: Path, *, create: bool) -> int:
+    """Take ``folder``'s owner lock without waiting; the open descriptor."""
+    flags = os.O_RDWR | (os.O_CREAT if create else 0)
+    fd = os.open(folder / OWNER_LOCK, flags, 0o600)
     try:
-        os.kill(pid, 0)
-    except ProcessLookupError:
-        return False
+        fcntl.flock(fd, fcntl.LOCK_EX | fcntl.LOCK_NB)
     except OSError:
-        return True  # it exists but belongs to someone else
-    return True
+        os.close(fd)
+        raise
+    return fd
 
 
 def remove_orphaned_scratch(root: Path) -> None:
     """Remove scratch folders of servers that died without cleaning up.
 
     A server killed outright (SIGKILL, a crash) never runs ``close``, and
-    tmpfs keeps its folder in memory until reboot. The folder name carries
-    the owner's process id; a folder whose process is gone is removed.
+    tmpfs keeps its folder in memory until reboot. A live owner holds the
+    flock on the folder's owner lock; the kernel drops it when the owner
+    dies, in whatever PID namespace it ran (a container with ``--ipc=host``
+    shares /dev/shm but not the pids, #419). A folder whose lock is free is
+    removed. Folders without a lock (staging, or named before #419) cannot
+    be proven orphaned and are left alone.
     """
-    if os.name != "posix":
-        return  # os.kill(pid, 0) would terminate the process on Windows
-    for folder in root.glob(f"{SCRATCH_PREFIX}*-*"):
-        pid = folder.name[len(SCRATCH_PREFIX) :].split("-", 1)[0]
-        if pid.isdigit() and not _process_alive(int(pid)):
+    if fcntl is None:
+        return
+    for folder in root.glob(f"{HELD_PREFIX}*"):
+        try:
+            fd = _hold(folder, create=False)
+        except OSError:
+            continue  # held by its owner, no lock to judge by, or gone
+        try:
             shutil.rmtree(folder, ignore_errors=True)
+        finally:
+            os.close(fd)
 
 
 class _SeedApi:
@@ -162,6 +183,7 @@ class ScratchSeeder:
         self._fallback = Path(directory)
         self._memory_root = memory_root
         self._directory: Path | None = None
+        self._owner_lock: int | None = None
         self._on_live = on_live
         self._scratch = None
         self._unsynced: "weakref.WeakSet[sqlite3.Connection]" = weakref.WeakSet()
@@ -266,6 +288,9 @@ class ScratchSeeder:
         if self._directory is not None:
             shutil.rmtree(self._directory, ignore_errors=True)
             self._directory = None
+        if self._owner_lock is not None:
+            os.close(self._owner_lock)  # after the removal: never a free lock
+            self._owner_lock = None
 
     def _scratch_directory(self) -> Path:
         """A folder in memory (tmpfs) where there is one, else ``directory``.
@@ -274,10 +299,35 @@ class ScratchSeeder:
         kernel is writing back the pages they rewrite.
         """
         root = self._memory_root
-        if root is not None and root.is_dir() and os.access(root, os.W_OK):
+        if (
+            fcntl is not None
+            and root is not None
+            and root.is_dir()
+            and os.access(root, os.W_OK)
+        ):
             remove_orphaned_scratch(root)
             if shutil.disk_usage(root).free >= MEMORY_FREE_BYTES:
-                prefix = f"{SCRATCH_PREFIX}{os.getpid()}-"
-                return Path(tempfile.mkdtemp(prefix=prefix, dir=root))
+                held = self._held_memory_directory(root)
+                if held is not None:
+                    return held
         self._fallback.mkdir(parents=True, exist_ok=True)
         return self._fallback
+
+    def _held_memory_directory(self, root: Path) -> Path | None:
+        """A new folder under ``root`` that this seeder holds the lock of.
+
+        It is locked under the staging name, which no cleaner judges, and
+        only then renamed: no cleaner ever sees it held-named and unlocked.
+        """
+        staging = Path(
+            tempfile.mkdtemp(prefix=f"{STAGING_PREFIX}{os.getpid()}-", dir=root)
+        )
+        try:
+            fd = _hold(staging, create=True)
+        except OSError:
+            shutil.rmtree(staging, ignore_errors=True)
+            return None  # no locks on this filesystem: use the disk
+        held = root / (HELD_PREFIX + staging.name[len(STAGING_PREFIX) :])
+        os.rename(staging, held)
+        self._owner_lock = fd
+        return held

tests/browser/full-inspector.spec.mjs

@@ -136,7 +136,8 @@ test('panel matches the concept order and copy',async({page,request})=>{
     await expect(panel.locator('.detail-inner > p.small')).toHaveText('complete.png');
     const badges=panel.locator('.detail-inner > .tags').first();
     await expect(badges.locator('span.chip.blue')).toHaveText('Workflow inferred');
-    await expect(badges.locator('span.chip:not(.blue)')).toHaveText('Recipe category: Inspection');
+    // #332 MC8: the chip names where its value came from, in visible text after the category.
+    await expect(badges.locator('span.chip:not(.blue)')).toHaveText('Recipe category: Inspection · recipe');
     await expect(badges.locator('span.chip:not(.blue) .ca-visually-hidden')).toHaveText('Recipe category: ');
     // Recipe tags are not the positive tags the Images Tags filter matches, so they stay plain chips (D21 ruling).
     await expect(panel.locator('.detail-inner > .tags').last().locator('span.chip')).toHaveText(['fixture','geometric']);
@@ -144,9 +145,10 @@ test('panel matches the concept order and copy',async({page,request})=>{
     await expect(panel.locator('.meta-grid dt')).toHaveText(['Seed','Steps','CFG','Sampler','Scheduler','Model']);
     await expect(panel.locator('.meta-grid dd')).toHaveText(['9007199254740993','28','6.5','dpmpp_2m','karras','fixture-model.safetensors']);
     const footer=panel.locator('.detail-footer');
-    await expect(footer.locator('button')).toHaveText(['Send to ComfyUI','Prompt history']);
+    // #331 D139: every listed file's footer ends with Collections… (folder icon).
+    await expect(footer.locator('button')).toHaveText(['Send to ComfyUI','Prompt history','Collections…']);
     await expect(footer.locator('button.send')).toHaveAccessibleName(`Send prompt pair to ComfyUI: ${POSITIVE_TITLE}`);
-    await expect(footer.locator('button.send svg.icon')).toHaveCount(1);await expect(footer.locator('button:not(.send) svg.icon')).toHaveCount(1);
+    await expect(footer.locator('button.send svg.icon')).toHaveCount(1);await expect(footer.locator('button:not(.send) svg.icon')).toHaveCount(2);
     await expect(panel).not.toContainText(/prompt evidence|Recipe tags|Positive prompt tags/);
     // Execution recorded and embedded parameters (D21), with the extension chip naming an unverified format.
     reads.patch=data=>{for (const role of ['positive','negative']) data.prompts[role].source='execution';};
@@ -156,10 +158,11 @@ test('panel matches the concept order and copy',async({page,request})=>{
     await selectFile(page,'ambiguous.png');await expect(panel.locator('.prompt-section.positive .prompt-text')).toHaveText('embedded positive');
     await expect(panel.locator('span.chip.blue')).toHaveText('Embedded parameters');
     await expect(panel.locator('.panel-heading .chip')).toHaveText('File extension PNG');await expect(panel.locator('.panel-heading .chip .ca-visually-hidden')).toHaveText('File extension ');
-    await expect(panel.locator('.detail-footer button')).toHaveText(['Send to ComfyUI']);
-    // Unlinked: no badge, category, tags, pair or history.
+    await expect(panel.locator('.detail-footer button')).toHaveText(['Send to ComfyUI','Collections…']);
+    // Unlinked: no badge, category, tags, pair or history; the footer holds only Collections… (D139).
     reads.patch=null;await selectFile(page,'empty.png');await expect(panel.locator('.panel-heading h2')).toHaveText('empty.png');
-    expect(await panelStructure(panel)).toEqual({outer:['img.detail-cover','div.detail-inner'],
+    await expect(panel.locator('.detail-footer button')).toHaveText(['Collections…']);
+    expect(await panelStructure(panel)).toEqual({outer:['img.detail-cover','div.detail-inner','div.detail-footer'],
         inner:['div.panel-heading','p.small','section.prompt-section.positive','section.prompt-section.negative','dl.meta-grid']});
     await expect(panel.locator('.meta-grid dd')).toHaveText(Array(6).fill('Not recorded'));
     // Ambiguous saved association: the same honest absence.
@@ -185,6 +188,53 @@ test('panel matches the concept order and copy',async({page,request})=>{
     await expect(panel.locator('.detail-inner > button')).toHaveText(['Retry prompt details']);
 });
 
+// #332 CUJ 4, CUJ 5 (MC8, D146): every category chip names its origin: the image's own, the prompt's or the recipe's.
+const originChip=scope=>scope.locator('span.chip:has(> span.chip-source)');
+async function expectOrigin(scope,{prefix,category,origin}) {
+    await expect(originChip(scope)).toHaveText(`${prefix}${category} · ${origin}`);
+    await expect(originChip(scope).locator('.ca-visually-hidden')).toHaveText(prefix);
+    expect(await originChip(scope).locator('.chip-source').evaluate(node=>node.textContent)).toBe(` · ${origin}`);
+}
+async function putOwnCategory(request,paths,category) {
+    const {images}=await(await request.get('/prompt_manager/images/output?mode=workspace&subfolder=inspector&limit=40')).json();
+    const items=paths.map(path=>images.find(image=>image.root_index===0&&image.path===path)).map(({root_index,root_scope,path})=>({root_index,root_scope,path}));
+    const response=await request.put('/prompt_manager/images/category',{data:{items,category}});await expect(response).toBeOK();
+}
+
+test('the category chip names its origin in the side panel and the viewer (#332 CUJ 4, CUJ 5)',async({page,request})=>{
+    await page.setViewportSize({width:1600,height:1100});
+    await expect(await request.post('/__test__/reset',{data:{full_inspector:true}})).toBeOK();
+    // The positive's own category, set through the legacy prompt route; complete.png's recipe keeps "Inspection".
+    const list=await(await request.get('/prompt_manager/library')).json();const id=list.items.find(item=>item.text.startsWith('Inspector portrait')).id;
+    await expect(await request.post('/prompt_manager/bulk/category',{data:{prompt_ids:[id],category:'Landscapes'}})).toBeOK();
+    await page.goto('/prompt_manager/workspace#/images');const panel=inspector(page);
+    await selectFile(page,'complete.png');await expect(panel.locator('.panel-heading h2')).toHaveText(POSITIVE_TITLE);
+    await expectOrigin(panel,{prefix:'Recipe category: ',category:'Inspection',origin:'recipe'});
+    await selectFile(page,'workflow-only.png');await expect(panel.locator('.detail-inner > p.small')).toHaveText('workflow-only.png');
+    await expectOrigin(panel,{prefix:'Positive prompt category: ',category:'Landscapes',origin:'prompt'});
+    // An unlinked file shows no category until it has its own.
+    await selectFile(page,'empty.png');await expect(panel.locator('.panel-heading h2')).toHaveText('empty.png');
+    await expect(originChip(panel)).toHaveCount(0);
+    // Own categories: one overrides the prompt's on a linked file, one sits on an unlinked file.
+    await putOwnCategory(request,['inspector/workflow-only.png'],'Portraits');await putOwnCategory(request,['inspector/empty.png'],'Scans');
+    await page.reload();
+    await selectFile(page,'workflow-only.png');await expect(panel.locator('.detail-inner > p.small')).toHaveText('workflow-only.png');
+    await expectOrigin(panel,{prefix:'Image category: ',category:'Portraits',origin:'this image'});
+    await selectFile(page,'empty.png');await expect(panel.locator('.panel-heading h2')).toHaveText('empty.png');
+    await expectOrigin(panel,{prefix:'Image category: ',category:'Scans',origin:'this image'});
+    await selectFile(page,'complete.png');await expect(panel.locator('.panel-heading h2')).toHaveText(POSITIVE_TITLE);
+    await expectOrigin(panel,{prefix:'Recipe category: ',category:'Inspection',origin:'recipe'});
+    // The viewer's full details show the same chips.
+    let details=await viewerDetails(page,'workflow-only.png');
+    await expectOrigin(details,{prefix:'Image category: ',category:'Portraits',origin:'this image'});
+    await page.keyboard.press('Escape');await expect(page.locator('dialog#viewer-dialog[open]')).toHaveCount(0);
+    details=await viewerDetails(page,'complete.png');
+    await expectOrigin(details,{prefix:'Recipe category: ',category:'Inspection',origin:'recipe'});
+    await page.keyboard.press('Escape');await expect(page.locator('dialog#viewer-dialog[open]')).toHaveCount(0);
+    details=await viewerDetails(page,'empty.png');
+    await expectOrigin(details,{prefix:'Image category: ',category:'Scans',origin:'this image'});
+});
+
 test('tag chip filters Images by that tag',async({page,request})=>{
     await expect(await request.post('/__test__/reset',{data:{full_inspector:true}})).toBeOK();
     const list=await(await request.get('/prompt_manager/library')).json();const id=list.items.find(item=>item.text.startsWith('Inspector portrait')).id;
@@ -210,7 +260,7 @@ test('pair send and history appear only with real roles and link',async({page,re
     await expect(panel.getByRole('button',{name:'Send prompt pair to ComfyUI: explicit-empty.png',exact:true})).toBeVisible();
     await expect(panel.getByRole('button',{name:'Prompt history',exact:true})).toHaveCount(0);
     await selectFile(page,'empty.png');await expect(panel.locator('.panel-heading h2')).toHaveText('empty.png');
-    await expect(panel.locator('.detail-footer')).toHaveCount(0);await expect(panel.getByRole('button',{name:/^Send prompt pair/})).toHaveCount(0);
+    await expect(panel.locator('.detail-footer button')).toHaveText(['Collections…']);await expect(panel.getByRole('button',{name:/^Send prompt pair/})).toHaveCount(0);
 });
 
 test('no provenance, raw or download controls in the side panel',async({page,request})=>{
@@ -238,8 +288,8 @@ test('viewer details hold provenance, raw records and downloads',async({page,req
     await page.setViewportSize({width:1600,height:1100});const reads=await patchInspection(page);
     await fullFixture(page,request);let details=await viewerDetails(page,'complete.png');
     // The panel content without the cover, D117's Copy settings summary after the facts, then the two disclosures,
-    // then the pair send and history buttons (D20).
-    expect(await viewerStructure(details)).toEqual({outer:['div','button.send','button'],
+    // then the pair send and history buttons (D20) and D139's Collections….
+    expect(await viewerStructure(details)).toEqual({outer:['div','button.send','button','button'],
         inner:['div.panel-heading','p.small','div.tags','section.prompt-section.positive','section.prompt-section.negative','div.tags','dl.meta-grid','button.settings-summary','details','details']});
     await expect(details.locator(':scope > div > button')).toHaveText('Copy settings summary');
     await expect(details.locator(':scope > div > button.settings-summary')).toHaveCSS('white-space','normal');
@@ -250,7 +300,7 @@ test('viewer details hold provenance, raw records and downloads',async({page,req
     await expect(details.locator(':scope > div > .tags').last().locator('span.chip')).toHaveText(['fixture','geometric']);
     await expect(details.locator('.meta-grid').first().locator('dd')).toHaveText(['9007199254740993','28','6.5','dpmpp_2m','karras','fixture-model.safetensors']);
     await expect(details.locator('summary')).toHaveText(['File & provenance','Workflow & raw metadata']);
-    await expect(details.locator(':scope > button')).toHaveText(['Send to ComfyUI','Prompt history']);
+    await expect(details.locator(':scope > button')).toHaveText(['Send to ComfyUI','Prompt history','Collections…']);
     await expect(details.locator(':scope > button.send')).toHaveAccessibleName(`Send prompt pair to ComfyUI: ${POSITIVE_TITLE}`);
     // File & provenance: the honest facts and the concept's "Prompt evidence" line; no per-fact source lines.
     const provenance=details.locator('details').first();await provenance.locator('summary').click();
@@ -275,9 +325,10 @@ test('viewer details hold provenance, raw records and downloads',async({page,req
     await expect(details.getByText('Prompt evidence: embedded parameters',{exact:true})).toBeVisible();
     await expect(details.locator('.panel-heading .chip')).toHaveText('File extension PNG');
     await expect(details.locator('details dl.meta-grid dd').nth(4)).toHaveText('PNG extension');await expect(details).not.toContainText('.PNG');
-    // No badge, no line; no resolved pair or link, no buttons after the details.
+    // No badge, no line; no resolved pair or link: after the details only D139's Collections….
     reads.patch=null;await page.keyboard.press('Escape');details=await viewerDetails(page,'empty.png');
-    expect((await viewerStructure(details)).outer).toEqual(['div']);
+    expect((await viewerStructure(details)).outer).toEqual(['div','button']);
+    await expect(details.locator(':scope > button')).toHaveText(['Collections…']);
     await details.getByText('File & provenance',{exact:true}).click();await expect(details).not.toContainText('Prompt evidence');
     // The history button leaves the viewer for the prompt's history.
     await page.keyboard.press('Escape');details=await viewerDetails(page,'complete.png');
@@ -676,6 +727,9 @@ test('collection viewer uses real public transforms and resets on navigation',as
 async function slideshowFixture(page,request,preferences={videoAutoplay:false,videoMute:true,videoLoop:false}) {
     await expect(await request.post('/__test__/reset',{data:{full_inspector:true,include_video:true}})).toBeOK();
     await page.goto('/prompt_manager/workspace#/images');
+    // Install the fake clock before the fixture wraps setTimeout: the wrapped timer (which the viewer session captures)
+    // must be the fake one, so page.clock.runFor alone decides when the 3500 ms slideshow deadline fires.
+    await page.clock.install();
     await page.evaluate(async preferences=>{
         if(preferences) localStorage.setItem('gallerySettings',JSON.stringify(preferences));
         const [{createMediaViewer},{createInspectionController},{createScope},{createPromptSender}]=await Promise.all([
@@ -695,7 +749,7 @@ async function slideshowFixture(page,request,preferences={videoAutoplay:false,vi
     },preferences);
     await expect(mediaDialog(page).getByRole('button',{name:'Zoom in',exact:true})).toHaveAttribute('aria-disabled','false');
     await expect(mediaDialog(page).locator('#viewer-details > div > p.small')).toHaveText('complete.png');
-    await page.clock.install();await page.clock.pauseAt(new Date(Date.now()+1000));
+    await page.clock.pauseAt(new Date(Date.now()+1000));
 }
 const slideshowButton=page=>mediaDialog(page).locator('#viewer-toolbar').getByRole('button',{name:/^(Play|Pause|Stop) slideshow$/});
 const timerCount=page=>page.evaluate(()=>window.slideshowTimers.size);

tests/browser/history-concept.spec.mjs

@@ -1,7 +1,7 @@
 import {writeFile} from 'node:fs/promises';
 import {test,expect} from './fixtures.mjs';
 import {captureCanonicalState} from './history-canonical-comparison.mjs';
-import {SIZES,THEMES,MOTIONS,seedConcept,openConcept,openProduction,inventoryOf,diffInventory,mutate,stripExact} from './concept-inventory.mjs';
+import {SIZES,THEMES,MOTIONS,seedConcept,openConcept,openProduction,inventoryOf,diffInventory,mutate,stripExact,measureInspector,withChipSource} from './concept-inventory.mjs';
 
 // Task F5 of #249: the production Prompt history (#/library/<id>) against the immutable concept's (#prompt/alpine,
 // app.js renderHistory a587–622, the dialogs a1282–1304, style.css 1059–1179 and 1546–1567), on the concept-shaped real
@@ -272,6 +272,62 @@ for(const [width,height] of SIZES)for(const theme of THEMES)test(`history geomet
     } finally {await host.evaluate(()=>window.conceptHost.dispose());await host.close();}
 });
 
+/**
+ * D145 (#332): the History media inspector (a recorded run's current file, `recorded-run.mjs`) shows the file's own
+ * category with the chip rule of the Images side panel and viewer (D146). The concept has no recorded-run inspector, so
+ * its chip is the concept viewer's own category chip (app.js a402, imageDetails(i, true)) with the recorded D146 origin
+ * and the own category added at runtime (`withChipSource`). The chip's own place depends on what precedes it in either
+ * inspector, so its box is compared by size only.
+ */
+const OWN_CATEGORY='Portraits';
+const chipOnly=chip=>{const {left,top,source,...rest}=chip;return {...rest,source:source&&(({left,top,...own})=>own)(source)};};
+const categoryChipOf=async(page,root)=>(await page.evaluate(measureInspector,root)).badges.chips.find(chip=>chip.source);
+
+async function conceptViewerChip(page,theme) {
+    await openConcept(page,'images',theme);await page.mouse.move(0,0);
+    await page.locator('.gallery-body > .image-grid > .media-card').first().locator('.image-open').click();
+    await expect(page.locator('#viewer-dialog[open] #viewer-details .panel-heading h2')).toHaveText(TITLE);
+    const restore=await withChipSource(page,'#viewer-details','this image',OWN_CATEGORY);await settle(page);
+    const chip=await categoryChipOf(page,'#viewer-details');
+    await restore();
+    return chip;
+}
+
+/** Recorded run for the baseline's newest run, its one reported output opened in the viewer. */
+async function productionRunChip(page,theme,positiveId) {
+    await openProductionHistory(page,theme,'no-preference',positiveId);
+    await page.getByRole('button',{name:'Show repeat run for Quality baseline',exact:true}).click();
+    const run=page.getByRole('dialog',{name:'Recorded run',exact:true});
+    await expect(run).toBeVisible();
+    const view=run.getByRole('button',{name:'View current file',exact:true});
+    await expect(view).toBeEnabled();await view.click();
+    const details=page.locator('#viewer-dialog[open] #viewer-details');
+    await expect(details.locator('.chip-source')).toHaveText(' · this image');
+    await page.mouse.move(0,0);await settle(page);
+    return categoryChipOf(page,'#viewer-dialog[open] #viewer-details');
+}
+
+async function setOwnCategory(request,path,category) {
+    const listing=await (await request.get('/prompt_manager/images/output?mode=workspace&limit=40')).json();
+    const root_scope=listing.images.find(item=>item.root_index===0).root_scope;
+    const response=await request.put('/prompt_manager/images/category',{data:{items:[{root_index:0,root_scope,path}],category}});
+    await expect(response).toBeOK();
+}
+
+for(const [width,height] of SIZES)for(const theme of THEMES)test(`history media inspector category chip matches the concept ${width}x${height} ${theme} (D145)`,async({page,request},testInfo)=>{
+    await page.setViewportSize({width,height});
+    const {manifest}=testInfo;
+    // The baseline's newest image: the output of the run its dot opens (the fixture records one run per image).
+    const baseline=manifest.images.find(image=>image.prompt==='alpine'&&image.variant===0);
+    await setOwnCategory(request,baseline.path,OWN_CATEGORY);
+    const reference=await conceptViewerChip(page,theme);
+    const actual=await productionRunChip(page,theme,manifest.prompts[0].positive_id);
+    await captureCanonicalState(page,testInfo,`production-history-run-chip-${width}-${theme}`,'#viewer-dialog[open]');
+    expect.soft(reference,'concept chip').toMatchObject({tag:'span',className:'chip',text:`${OWN_CATEGORY} · this image`,hidden:null});
+    // D21: the hidden prefix names the scope; D146 as above.
+    expect.soft(diffInventory({...chipOnly(reference),hidden:'Image category: '},chipOnly(actual)),'chip differences after D21, D145, D146').toEqual([]);
+});
+
 // The comparison is only worth something if it notices a change (spec §7 mutation check): one CSS mutation (the variant
 // dot's width) and one DOM mutation (Compare negatives removed), each applied after an exact match.
 test('history comparison detects mutations',async({page},testInfo)=>{

tests/browser/images-concept.spec.mjs

@@ -30,9 +30,12 @@ function captionDay(seconds,now=new Date()) {
     return `${name} · ${date.toLocaleDateString('en-US',options)}`;
 }
 
-/** D8 (amended by #249 PR D): the selection bar's real actions only; Add to collection and Remove links… are left out. */
-const OMITTED_BULK=Object.freeze(['Add to collection','Remove links…']);
-const OMITTED_BULK_SELECTORS=Object.freeze(['bulk-collection','bulk-remove'].map(action=>`#bulkbar [data-action="${action}"]`));
+/**
+ * D8 (amended by #249 PR D and #331): the selection bar's real actions only; Remove links… is left out. Add to
+ * collection compares in place (D138).
+ */
+const OMITTED_BULK=Object.freeze(['Remove links…']);
+const OMITTED_BULK_SELECTORS=Object.freeze(['bulk-remove'].map(action=>`#bulkbar [data-action="${action}"]`));
 /** D85: Auto-tag selected follows the concept's Add tags, a concept button of its own text. */
 const AUTO_TAG_CLONE=Object.freeze([{selector:'#bulkbar [data-action="bulk-tags"]',text:'Auto-tag selected'}]);
 
@@ -85,15 +88,17 @@ function listInfo(card,actionsWidth) {
 /** Recorded Images deviations only (spec §8); everything else in the concept inventory must equal production. */
 const nocase=(a,b)=>{const x=a.toLowerCase(),y=b.toLowerCase();return x<y?-1:x>y?1:a<b?-1:a>b?1:0;};
 
-export function mapImagesConcept(reference,{manifest,now=new Date(manifest.now*1000)}) {
+export function mapImagesConcept(reference,{manifest,now=new Date(manifest.now*1000),imageCategories=[]}) {
     const paths=new Map(manifest.images.map(image=>[image.filename,image.path]));
     // D14: the sort appends production's two sorts. Save view is the concept's own (saved views, #249 D16 retired).
     const toolbar={...reference.toolbar};
     toolbar.items=toolbar.items.map(item=>item.id==='sort'?{...item,options:[...item.options,'Oldest first','Name Z–A']}:item);
     // D36: the category list is the Library's real list, sorted alphabetically (database/library.py `ORDER BY category
     // COLLATE NOCASE, category`); the concept lists its samples in prompt order (app.js 348). Only the order is mapped.
+    // D141 (#332): the list also holds the listed images' own categories (`GET /prompt_manager/images/categories`),
+    // sorted in with the Library's.
     toolbar.items=toolbar.items.map(item=>item.id==='category-filter'
-        ?{...item,options:[item.options[0],...item.options.slice(1).sort(nocase)]}:item);
+        ?{...item,options:[item.options[0],...[...item.options.slice(1),...imageCategories].sort(nocase)]}:item);
     // D29: no "Illustrative previews" sample tag.
     const filterRow=withoutItems(reference.filterRow,item=>String(item.className).includes('sample-tag'));
     filterRow.items=filterRow.items.map(item=>{
@@ -163,9 +168,9 @@ const pick=inventory=>stripExact(inventory);
 // The concept's own sample categories, in its first-appearance order (app.js 348): what D36 reorders.
 const CONCEPT_CATEGORIES=['All categories','Landscapes','Architecture','Environments','Illustration'];
 
-function compare(reference,actual,manifest,sections=SECTIONS) {
+function compare(reference,actual,manifest,sections=SECTIONS,imageCategories=[]) {
     const only=inventory=>Object.fromEntries(sections.map(key=>[key,inventory[key]]));
-    return diffInventory(pick(only(mapImagesConcept(reference,{manifest}))),pick(only(actual)));
+    return diffInventory(pick(only(mapImagesConcept(reference,{manifest,imageCategories}))),pick(only(actual)));
 }
 
 /** The comparison as a gate: throws, naming every differing path, unless production equals the mapped concept. */
@@ -462,7 +467,7 @@ for(const [width,height] of SIZES)for(const theme of THEMES)test(`images selecti
         'Add to collection','Export metadata','Remove links…','Clear']);
     expect.soft(diffInventory(stripExact(mapBulkbar(reference.bulkbar,0).bulkbar.bar),stripExact(removed.bar)),'bar without the omitted actions').toEqual([]);
     expect.soft(actual.bulkbar.bar.items.map(item=>item.text),'production bar').toEqual(['1 selected','Add tags','Auto-tag selected',
-        'Set category','Export metadata','Clear']);
+        'Set category','Add to collection','Export metadata','Clear']);
     expect.soft(compare(empty,emptyActual,manifest,['bulkbar','cards','panel']),'nothing checked').toEqual([]);
     expect.soft(compare(oracle,actual,manifest,['bulkbar','cards','panel']),'one card checked').toEqual([]);
     // The bar comparison notices a change to the production bar.
@@ -470,6 +475,159 @@ for(const [width,height] of SIZES)for(const theme of THEMES)test(`images selecti
     expect(compare(oracle,await inventoryOf(page,'#workspace-main'),manifest,['bulkbar']).map(item=>item.path)).toContain('bulkbar.bar.paddingTop');
 });
 
+/**
+ * #331 D137: the collection page's Edit leads the heading actions, drawn in the concept as a plain copy of its Import
+ * button reading "Edit" (no icon, no action), so the browser lays out what follows it; returns an undo.
+ */
+async function drawCollectionEdit(page) {
+    await page.evaluate(()=>{
+        const actions=document.querySelector('#main .heading-actions');
+        const edit=actions.querySelector('button').cloneNode(false);
+        for(const key of Object.keys(edit.dataset))delete edit.dataset[key];
+        edit.textContent='Edit';actions.prepend(edit);window.__collectionEdit=edit;
+    });
+    await settle(page);
+    return ()=>page.evaluate(()=>{window.__collectionEdit.remove();delete window.__collectionEdit;});
+}
+
+// #331 D137: `#/collection/<id>` against the concept's `#collection-landscapes` (app.js a1152–1157, a1186–1189): the
+// collection's name as the h1, "Collection" as the breadcrumb, the Images description, toolbar and filter row. The grid
+// is not compared: the concept's members come from its categories, production's from the stored collection.
+for(const [width,height] of SIZES)for(const theme of THEMES)test(`collection page heading, toolbar and filter row match the concept ${width}x${height} ${theme}`,async({page},testInfo)=>{
+    await page.setViewportSize({width,height});
+    const manifest=testInfo.manifest;
+    await openConcept(page,'collection-landscapes',theme);await page.mouse.move(0,0);await settle(page);
+    await expect(page.locator('#main #page-title')).toHaveText('Landscapes');
+    await expect(page.locator('#breadcrumb')).toHaveText('Collection');
+    const restore=await drawCollectionEdit(page);
+    const reference=await inventoryOf(page,'#main');
+    await restore();
+    await openProduction(page,`collection/${manifest.collections.Landscapes}`,theme);await page.mouse.move(0,0);
+    await expect(page.locator(CARDS)).toHaveCount(12);
+    await expect(page.locator('#workspace-main #page-title')).toHaveText('Landscapes');
+    await expect(page.locator('#workspace-breadcrumb')).toHaveText('Collection');
+    await expect(page).toHaveTitle('Collection · Prompt Manager');
+    await settle(page);
+    const actual=await inventoryOf(page,'#workspace-main');
+    expect.soft(actual.heading.actions.buttons.map(item=>item.text),'production heading actions').toEqual(['Edit','Import','New prompt']);
+    expect.soft(reference.heading.actions.buttons.map(item=>item.text),'mapped concept heading actions').toEqual(['Edit','Import','New prompt']);
+    expect.soft(compare(reference,actual,manifest,['heading','toolbar','filterRow']),'collection page').toEqual([]);
+    // The comparison notices a lost Edit.
+    await mutate(page,{remove:['#workspace-main .heading-actions > button:first-child']});
+    expect(compare(reference,await inventoryOf(page,'#workspace-main'),manifest,['heading']).length).toBeGreaterThan(0);
+});
+
+/** #332: an own category on one listed image, set through the real route (PUT /prompt_manager/images/category). */
+const IMAGE_CATEGORY='Portraits';
+async function setImageCategory(request,path,category) {
+    const listing=await (await request.get('/prompt_manager/images/output?mode=workspace&limit=40')).json();
+    const root_scope=listing.images.find(item=>item.root_index===0).root_scope;
+    const response=await request.put('/prompt_manager/images/category',{data:{items:[{root_index:0,root_scope,path}],category}});
+    await expect(response).toBeOK();
+    expect(await response.json()).toMatchObject({success:true,category,updated:1});
+}
+
+/**
+ * Runs in the page: the open Set category dialog (the concept's `simpleInput`, app.js 1384-1390 and 1138): its title,
+ * the body's tree, the field, the input and its suggestions (`datalist`), and the actions with every button's box,
+ * all relative to the dialog, with the concept's geometry and tokens.
+ */
+function measureCategoryDialog() {
+    const dialog=document.querySelector('dialog#modal[open]');
+    const css=(node,...keys)=>node?Object.fromEntries(keys.map(key=>[key,getComputedStyle(node)[key]])):null;
+    const name=node=>[node.localName,...[...node.classList].sort()].join('.');
+    const text=node=>node?.textContent.trim()??null;
+    const origin=dialog.getBoundingClientRect();
+    const box=node=>{const rect=node.getBoundingClientRect();return {left:Math.round(rect.left-origin.left),top:Math.round(rect.top-origin.top),
+        width:Math.round(rect.width),height:Math.round(rect.height)};};
+    const body=dialog.querySelector('#modal-body');
+    const field=body.querySelector(':scope > .field');
+    const label=field?.querySelector(':scope > label'),input=field?.querySelector(':scope > input');
+    const list=body.querySelector(':scope > datalist');
+    const actions=body.querySelector(':scope > .dialog-actions');
+    return {
+        title:text(dialog.querySelector('#modal-title')),
+        tree:[...body.children].map(name),
+        field:field&&{tree:[...field.children].map(name),...css(field,'display','flexDirection','rowGap','marginBottom'),...box(field)},
+        label:label&&{text:text(label),for:label.htmlFor,...css(label,'fontSize','fontWeight','color')},
+        input:input&&{id:input.id,type:input.type,value:input.value,list:input.getAttribute('list'),
+            ...css(input,'height','paddingLeft','fontSize','color','backgroundColor','borderTopColor','borderTopLeftRadius'),...box(input)},
+        suggestions:list&&{id:list.id,shown:list.getClientRects().length>0,options:[...list.options].map(option=>option.value)},
+        actions:{tree:[...actions.children].map(name),...css(actions,'display','justifyContent','columnGap','rowGap','flexWrap','marginTop'),...box(actions),
+            buttons:[...actions.children].map(button=>({text:text(button),className:button.className,
+                ...css(button,'backgroundColor','color','fontSize','paddingTop','paddingLeft','borderTopColor','minHeight'),...box(button)}))},
+        width:Math.round(origin.width),height:Math.round(origin.height),
+    };
+}
+
+/**
+ * The concept's own open dialog as production records it, changed at runtime so the browser lays it out: D140 (#332)
+ * empties the field (the concept pre-fills its demo "Landscapes"), lists the toolbar's categories as the field's
+ * suggestions (`datalist#workspace-input-suggestions`) and adds "Use prompt category", a plain button of the concept's
+ * own Cancel, between Cancel and the primary action; D8 names the primary action "Apply" ("Apply in prototype").
+ */
+async function categoryDialogAsRecorded(page,suggestions) {
+    await mutate(page,{clone:[{selector:'dialog#modal[open] .dialog-actions > button:first-child',text:'Use prompt category'}]});
+    await page.evaluate(suggestions=>{
+        const body=document.querySelector('dialog#modal[open] #modal-body');
+        const input=body.querySelector('#action-input');input.value='';input.setAttribute('list','workspace-input-suggestions');
+        const list=document.createElement('datalist');list.id='workspace-input-suggestions';
+        for(const value of suggestions){const option=document.createElement('option');option.value=value;list.append(option);}
+        body.querySelector(':scope > .field').after(list);
+        body.querySelector('.dialog-actions > .ca-primary').textContent='Apply';
+    },suggestions);
+    await settle(page);
+    return page.evaluate(measureCategoryDialog);
+}
+
+async function openCategoryDialog(page,scope) {
+    await page.locator(scope).locator(CARDS).first().locator('.image-overlays > label > input[type="checkbox"]').check();
+    await expect(page.locator('#bulkbar > .bulkbar > strong')).toHaveText('1 selected');
+    await page.locator('#bulkbar').getByRole('button',{name:'Set category',exact:true}).click();
+    await expect(page.locator('dialog#modal[open] #modal-title')).toHaveText('Categorize selected images');
+    await page.mouse.move(0,0);await settle(page);
+    return page.evaluate(measureCategoryDialog);
+}
+
+// D140 and D141 (#332): with one image's own category set, the toolbar's category options and the Set category dialog
+// against the concept's (app.js 348 and 1384-1390). The dialog is compared with the concept page itself changed at
+// runtime as recorded (`categoryDialogAsRecorded`); unmapped, it differs only in the recorded parts.
+for(const [width,height] of SIZES)for(const theme of THEMES)test(`images category options and Set category dialog match the concept ${width}x${height} ${theme}`,async({page,request},testInfo)=>{
+    await page.setViewportSize({width,height});
+    const manifest=testInfo.manifest;
+    await setImageCategory(request,manifest.images.at(-1).path,IMAGE_CATEGORY);
+    await openConceptLoaded(page,theme,'no-preference');
+    const reference=await inventoryOf(page,'#main');
+    const referenceDialog=await openCategoryDialog(page,'#main');
+    await captureCanonicalState(page,testInfo,`concept-images-category-${width}-${theme}`,'dialog#modal');
+    const suggestions=[...CONCEPT_CATEGORIES.slice(1),IMAGE_CATEGORY].sort(nocase);
+    const oracle=await categoryDialogAsRecorded(page,suggestions);
+    await page.keyboard.press('Escape');await expect(page.locator('dialog#modal[open]')).toHaveCount(0);
+
+    await openProductionLoaded(page,theme,'no-preference');
+    await expect(page.locator('#category-filter option')).toHaveText(['All categories',...suggestions]);
+    const actual=await inventoryOf(page,'#workspace-main');
+    const actualDialog=await openCategoryDialog(page,'#workspace-main');
+    await captureCanonicalState(page,testInfo,`production-images-category-${width}-${theme}`,'dialog#modal');
+    const path=testInfo.outputPath('images-category-geometry.json');
+    await writeFile(path,JSON.stringify({referenceDialog,oracle,actualDialog,reference:reference.toolbar,actual:actual.toolbar},null,2));
+    await testInfo.attach('images-category-geometry',{path,contentType:'application/json'});
+
+    // The concept itself: its sample categories and its pre-filled simpleInput with Cancel / Apply in prototype.
+    expect.soft(reference.toolbar.items.find(item=>item.id==='category-filter').options,'concept categories').toEqual(CONCEPT_CATEGORIES);
+    expect.soft(referenceDialog,'concept dialog').toMatchObject({title:'Categorize selected images',label:{text:'Category'},
+        input:{id:'action-input',value:'Landscapes',list:null},suggestions:null});
+    expect.soft(referenceDialog.actions.buttons.map(button=>button.text),'concept actions').toEqual(['Cancel','Apply in prototype']);
+    // D141: the toolbar options add the image's own category, sorted in (D36).
+    expect.soft(compare(reference,actual,manifest,['toolbar'],[IMAGE_CATEGORY]),'toolbar differences after D14, D36, D141').toEqual([]);
+    // D140 and D8: the dialog equals the concept page laid out as recorded.
+    expect.soft(diffInventory(oracle,actualDialog),'dialog differences after D8, D140').toEqual([]);
+    // Unmapped, the concept differs only in the field's value and suggestions, the body's datalist and the actions.
+    const recorded=/^(input\.(value|list)|tree\.|suggestions|actions\.)/;
+    expect.soft(diffInventory(referenceDialog,actualDialog).map(item=>item.path).filter(item=>!recorded.test(item)),'unrecorded dialog differences').toEqual([]);
+    expect.soft(actualDialog.suggestions,'suggestions').toEqual({id:'workspace-input-suggestions',shown:false,options:suggestions});
+});
+
 // The comparison is only worth something if it notices a change (spec §7 mutation check): one CSS mutation (the
 // `.media-info` padding) and one DOM mutation (the Inspect buttons removed), each applied after an exact match.
 test('images comparison detects mutations',async({page},testInfo)=>{

tests/browser/inspector-concept.spec.mjs

@@ -1,7 +1,7 @@
 import {writeFile} from 'node:fs/promises';
 import {test,expect} from './fixtures.mjs';
 import {captureCanonicalState} from './history-canonical-comparison.mjs';
-import {SIZES,THEMES,seedConcept,openConcept,openProduction,inspectorOf,diffInventory,mutate,countCopy,saveImageTags} from './concept-inventory.mjs';
+import {SIZES,THEMES,seedConcept,openConcept,openProduction,inspectorOf,diffInventory,mutate,countCopy,saveImageTags,withChipSource} from './concept-inventory.mjs';
 
 // Task D4 of #249: the Images side panel (app.js imageDetails a400–414) and the viewer's full details (imageDetails(i,
 // true)) against the immutable concept, on the concept-shaped real fixture, at 1600x1100 and 390x844 in both themes.
@@ -13,6 +13,8 @@ test.use({locale:'en-US',timezoneId:'UTC'});
 
 const CARDS='.gallery-body > .image-grid > .media-card';
 const TITLE='Alpine observatory';
+// D146 (#332): alpine_00001.png's recipe has no category, so its chip shows the positive's, " · prompt" (D39).
+const ORIGIN='prompt';
 const FIXTURE_IMAGES=24;
 // The concept's sticky panel never scrolls; production's scrolls inside the window above 700px (D20/D21 side panel).
 const PANEL_INSET=40;
@@ -38,17 +40,22 @@ function withFocusablePrompts(inventory) {
     return {...inventory,controls,sections:inventory.sections.map(section=>({...section,text:{...section.text,tabIndex:0}}))};
 }
 
-/** D21: the category chip names its scope in a visually hidden prefix; here the linked positive's (D39 fallback). */
+/**
+ * D21: the category chip names its scope in a visually hidden prefix; here the linked positive's (D39 fallback). Its
+ * visible origin (D146, #332: " · prompt") is the concept page's own chip with `span.chip-source` added at runtime
+ * (`withChipSource`), so `reference.panel` and `viewerPlain` already carry it.
+ */
 function withCategoryScope(inventory) {
     const [badge,category,...rest]=inventory.badges.chips;
     return {...inventory,badges:{...inventory.badges,chips:[badge,{...category,hidden:'Positive prompt category: '},...rest]}};
 }
 
 /**
- * Recorded inspector deviations only (spec §8, TESTING.md D3, D20–D22, D34, D38 and D117); everything else must
+ * Recorded inspector deviations only (spec §8, TESTING.md D3, D20–D22, D34, D38, D117, D139 and D146); everything else must
  * equal production. `reference.viewerPlain` is the concept's own full details
  * with its tag chips made plain (D20), D117's summary button added and, under a coarse pointer, D34's targets, all at
- * runtime: the browser lays out what follows them, as the Images spec's removed toolbar items do.
+ * runtime: the browser lays out what follows them, as the Images spec's removed toolbar items do. D139's
+ * "Collections…" is drawn after Prompt history in both the concept's panel footer and its full details.
  */
 export function mapInspectorConcept(reference,{viewport}) {
     const {panel,viewerPlain,fileControls}=reference;
@@ -105,6 +112,22 @@ async function openProductionPanel(page,theme) {
     await settle(page);
 }
 
+/**
+ * #331 D139: production's "Collections…" after Prompt history in `selector`'s buttons, drawn in the concept as its own
+ * Prompt history button (no action) with the concept's folder icon (its Images filter chip's); returns an undo.
+ */
+async function withCollectionsButton(page,selector) {
+    await page.evaluate(selector=>{
+        const history=[...document.querySelectorAll(`${selector} > button`)].find(button=>button.textContent.includes('Prompt history'));
+        const button=history.cloneNode(false);
+        for(const key of Object.keys(button.dataset))delete button.dataset[key];
+        button.append(document.querySelector('.filter-row .chip > svg.icon').cloneNode(true),' Collections…');
+        history.after(button);(window.__collectionsButtons??=[]).push(button);
+    },selector);
+    await settle(page);
+    return async()=>{await page.evaluate(()=>{for(const button of window.__collectionsButtons??[])button.remove();delete window.__collectionsButtons;});};
+}
+
 /**
  * The concept's tag chips in the open viewer as plain `span.chip`s (D20), D34's coarse targets and D117's "Copy
  * settings summary" after the six facts (LI-4), drawn as the concept's own plain button (its "Download sample JSON",
@@ -112,6 +135,7 @@ async function openProductionPanel(page,theme) {
  */
 async function plainViewerChips(page) {
     const restoreTargets=await mutate(page,{css:D34_COARSE_TARGETS});
+    const restoreSource=await withChipSource(page,'#viewer-details',ORIGIN);
     await page.evaluate(()=>{
         window.__plainChips=[...document.querySelectorAll('#viewer-details .tags > button.chip')].map(button=>{
             const span=document.createElement('span');span.className='chip';span.textContent=button.textContent;
@@ -122,11 +146,12 @@ async function plainViewerChips(page) {
         summary.textContent='Copy settings summary';summary.classList.add('settings-summary');
         document.querySelector('#viewer-details > div > dl.meta-grid').after(summary);window.__summaryButton=summary;
     });
-    await settle(page);
+    const restoreCollections=await withCollectionsButton(page,'#viewer-details');
     return async()=>{
+        await restoreCollections();
         await page.evaluate(()=>{for(const [span,button] of window.__plainChips)span.replaceWith(button);delete window.__plainChips;
             window.__summaryButton.remove();delete window.__summaryButton;});
-        await restoreTargets();
+        await restoreSource();await restoreTargets();
     };
 }
 
@@ -162,7 +187,13 @@ async function viewerOf(page,concept,mutation=null) {
     return {viewerDetails,viewerPlain,fileControls};
 }
 async function inventory(page,concept=false) {
+    // D146: the concept panel's category chip with its visible origin; D139: Collections… after Prompt history.
+    const restoreSource=concept?await withChipSource(page,'#image-inspector',ORIGIN):null;
+    const restoreCollections=concept?await withCollectionsButton(page,'#image-inspector > .detail-footer'):null;
+    if(concept)await settle(page);
     const {panel}=await inspectorOf(page);
+    await restoreCollections?.();
+    await restoreSource?.();
     const {viewerDetails,viewerPlain,fileControls}=await viewerOf(page,concept);
     return concept?{panel,viewerDetails,viewerPlain,fileControls}:{panel,viewerDetails,fileControls};
 }
@@ -288,7 +319,8 @@ for(const [width,height] of SIZES)for(const theme of THEMES)test(`inspector pane
     expect.soft(panel.sections.map(section=>section.label.color)[0],'concept role colors').not.toBe(panel.sections[1].label.color);
     expect.soft(panel.facts,'concept facts').toMatchObject({columns:2,columnGap:'12px',rowGap:'12px',fontSize:width>700?'11px':'12px'});
     expect.soft(panel.footer,'concept footer').toMatchObject({paddingTop:'13px',paddingRight:'17px',paddingBottom:'13px',paddingLeft:'17px'});
-    expect.soft(panel.badges.chips.map(chip=>chip.text),'concept badges').toEqual(['Execution recorded','Landscapes']);
+    // The concept's bare "Landscapes" with the D146 origin added at runtime (`withChipSource`).
+    expect.soft(panel.badges.chips.map(chip=>chip.text),'concept badges').toEqual(['Execution recorded','Landscapes · prompt']);
     expect.soft(reference.viewerDetails.structure.inner.slice(-2),'concept full details').toEqual(['details','details']);
 
     expect.soft(diff,'differences after the recorded deviations').toEqual([]);
@@ -322,11 +354,13 @@ test('a recipe-linked image without recipe metadata shows its positive prompt me
     await expect(panelOf(page).locator('.panel-heading h2')).toHaveText('Quiet geometry');
     const rows=panelOf(page).locator('.detail-inner > .tags');
     await expect(rows).toHaveCount(2);
-    await expect(rows.first().locator('.chip')).toHaveText(['Execution recorded','Positive prompt category: Architecture']);
+    await expect(rows.first().locator('.chip')).toHaveText(['Execution recorded','Positive prompt category: Architecture · prompt']);
     await expect(rows.first().locator('.chip .ca-visually-hidden')).toHaveText('Positive prompt category: ');
+    // D146 (#332): the visible origin names where the value came from.
+    await expect(rows.first().locator('.chip .chip-source')).toHaveText(' · prompt');
     await expect(rows.nth(1).locator('button.chip')).toHaveText(['minimal','warm_light','editorial']);
     await expect(rows.nth(1).locator('span.chip')).toHaveCount(0);
-    await expect(panelOf(page).locator('.detail-footer button')).toHaveText(['Send to ComfyUI','Prompt history']);
+    await expect(panelOf(page).locator('.detail-footer button')).toHaveText(['Send to ComfyUI','Prompt history','Collections…']);
 });
 
 // #391: a tag chip replaces the collection; until its listing answers the caption says it is loading, never that the
@@ -400,6 +434,19 @@ test('inspector comparison detects mutations',async({page})=>{
     expect(()=>assertInspectorMatch(reference,withoutSummary,viewport)).toThrow(/viewerDetails\.structure\.inner/);
     assertInspectorMatch(reference,await viewerMutated(),viewport);
 
+    // D139: Collections… is part of the mapped concept, so losing it is a difference.
+    const restoreButton=await mutate(page,{remove:['#image-inspector > .detail-footer > button:last-child']});
+    const withoutCollections=await measure();
+    expect(()=>assertInspectorMatch(reference,withoutCollections,viewport)).toThrow(/panel\.footer/);
+    await restoreButton();await settle(page);
+
+    // D146: the visible origin is part of the mapped concept, so losing it is a difference.
+    const restoreSource=await mutate(page,{remove:['#image-inspector .chip-source']});
+    const sourceMutated=await measure();
+    expect(()=>assertInspectorMatch(reference,sourceMutated,viewport)).toThrow(/panel\.badges\.chips\.1\.source/);
+    await restoreSource();await settle(page);
+    assertInspectorMatch(reference,await measure(),viewport);
+
     await mutate(page,{remove:['#image-inspector > .detail-footer']});
     const domMutated=await measure();
     expect(()=>assertInspectorMatch(reference,domMutated,viewport)).toThrow(/panel\.footer/);

tests/browser/prompt-inspector.spec.mjs

@@ -38,6 +38,9 @@ async function chooseDestination(page) {
 
 test('collection viewer rejects stale source and sends only refreshed API evidence',async({page,request,context})=>{
     const host=await fakeHost(context,page);
+    // #430: the file is never found again here, so the manual Refresh is what this covers (the found-again path is
+    // workspace-stale-source.spec.mjs).
+    await page.route('**/prompt_manager/images/rescope',route=>route.fulfill({status:409,json:{success:false,code:'source-changed',error:'The source of this image changed or was removed.'}}));
     await page.addInitScript(()=>{window.copied=[];Object.defineProperty(navigator,'clipboard',{configurable:true,value:{writeText:async text=>window.copied.push(text)}});});
     try {
         const loaded=await(await request.get('/prompt_manager/images/output?mode=workspace&limit=40')).json();const stale=loaded.images.find(image=>image.root_index===0&&image.path==='shared/same.png');

tests/browser/server.py

@@ -46,7 +46,9 @@ from tests.browser.workspace_library_editor_fixture import (
 )
 from tests.browser.workspace_vocabulary_fixture import register_vocabulary_commands
 from tests.browser.workspace_tagging_fixture import register_tagging_commands
+from tests.browser.source_change_fixture import register_source_change_commands
 from tests.browser.workspace_review_fixture import register_review_commands
+from tests.browser.workspace_collections_fixture import register_collections_commands
 from tests.browser.workspace_diagnostics_fixture import (
     register_diagnostics_commands,
     repoint_logs,
@@ -75,6 +77,8 @@ class TestModel:
     loaded = None
     # Models the Tag image dialog workflows mark as not downloaded.
     unavailable: set = set()
+    # Pip names per model whose backend packages "cannot be imported" (#424).
+    missing_packages: dict = {}
     # Scored names the concept comparisons answer instead of the fixed list
     # (``/__test__/tagging/suggestions``); None keeps the fixed list.
     suggestions: list | None = None
@@ -82,10 +86,13 @@ class TestModel:
     models_config: dict = {}
 
     def get_models_status(self) -> dict:
+        from py.autotag import package_fields
+
         return {
             name: {
                 "downloaded": name not in self.unavailable,
                 "loaded": self.loaded == name,
+                **package_fields(name, self.missing_packages.get(name, [])),
             }
             for name in self.models_config
         }
@@ -225,8 +232,10 @@ def create_app(root: Path) -> web.Application:
     history_commands = register_workspace_history_commands(routes, api, root)
     library_editor_commands = register_library_editor_commands(routes, api, root)
     register_vocabulary_commands(routes, api, root)
-    register_tagging_commands(routes, api, root, model)
+    restore_sources = register_source_change_commands(routes, api)
+    register_tagging_commands(routes, api, root, model, on_reset=restore_sources)
     register_review_commands(routes, api, root)
+    register_collections_commands(routes, api, root)
     reveal_stub = register_reveal_stub(routes, api, root)
     register_activity_commands(app, routes, api)
     register_system_commands(app, routes, api, root)
@@ -262,6 +271,8 @@ def create_app(root: Path) -> web.Application:
         with target.db.model.get_connection() as conn:
             for table in (
                 "saved_views",
+                "image_collection_items",
+                "image_collections",
                 "image_favorites",
                 "media_review_decisions",
                 "media_review_items",
@@ -430,6 +441,7 @@ def create_app(root: Path) -> web.Application:
     async def reset(request: web.Request) -> web.Response:
         nonlocal history_fixture
         request_holds.release()
+        restore_sources()
         # No preview queued by the last test may land in the new fixture.
         await api._run_in_executor(api.close_auto_thumbnails)
         library_editor_commands.reset()

tests/browser/shell-concept.spec.mjs

@@ -76,13 +76,41 @@ function savedNav(nav) {
     return {...nav,rows:nav.rows.map(row=>row.text==='Needs review'?{...row,count:{...row.count,text:'0'}}:row)};
 }
 
+/**
+ * D136 (#331): the concept's COLLECTIONS rows (app.js a336–339) as production lists them, by name (DC1): the fixture's
+ * "Landscapes" and "Experiments" hold the concept's 12 and 8 images, so text and counts compare as they are and each
+ * place keeps the concept's row geometry. At <=950px the concept hides the nav, which would leave a phone no way to
+ * open a collection: production shows it as the concept lays out every other sidebar nav there (its SAVED VIEWS nav),
+ * its rows styled as that nav's rows. Text, widths and wrap gaps then follow the rows' own content.
+ */
+function collectionsNav(nav,navs) {
+    const byName=[...nav.rows].sort((a,b)=>a.text<b.text?-1:a.text>b.text?1:0);
+    if(nav.shown)return {...nav,rows:byName.map((row,index)=>({...row,gapAfter:nav.rows[index].gapAfter}))};
+    const saved=navs.find(item=>item.id==='saved-nav');
+    const {id,label,rows,...frame}=saved;
+    return {...nav,...frame,id:nav.id,label:nav.label,rows:byName.map(row=>({...rows[0],text:row.text,
+        count:row.count&&rows[0].count?{...rows[0].count,text:row.count.text}:rows[0].count,
+        icon:rows[0].icon&&row.icon?{...rows[0].icon,d:row.icon.d}:row.icon,
+        width:'(content)',hugs:'(content)',gapAfter:'(content)',current:null}))};
+}
+
+/** The production collections nav at <=950px with its content-sized values replaced, as collectionsNav maps them. */
+function contentFree(navs) {
+    return navs.map(nav=>nav.id!=='collections-nav'||!nav.shown?nav:{...nav,
+        rows:nav.rows.map(row=>({...row,width:'(content)',hugs:'(content)',gapAfter:'(content)'}))});
+}
+
+/** D136: where the concept hides COLLECTIONS, the production rows' content-sized values are not compared. */
+function comparableNavs(reference,navs) {
+    return reference.chrome.navs.find(nav=>nav.id==='collections-nav')?.shown?navs:contentFree(navs);
+}
+
 /** Recorded shell deviations only (spec §8). Everything else in the concept inventory must equal production. */
 function mapShellConcept(reference) {
     const {chrome}=reference;
     const navs=chrome.navs
-        // D28: COLLECTIONS is a proposal with no persisted store, so its nav is not rendered.
-        .filter(nav=>nav.id!=='collections-nav')
         .map(nav=>{
+            if(nav.id==='collections-nav')return collectionsNav(nav,chrome.navs);
             if(nav.id==='saved-nav')return savedNav(nav);
             if(nav.id!=='system-nav')return nav;
             const system=rowNamed(nav,'System');
@@ -99,9 +127,8 @@ function mapShellConcept(reference) {
     return {...reference,chrome:{...chrome,
         // D29: no prototype suffix in the document title.
         title:chrome.title.replace(/ · Prompt Manager concept$/,' · Prompt Manager'),
-        // D28: no COLLECTIONS label. D49: SAVED VIEWS without its "PROPOSED" badge.
-        labels:chrome.labels.filter(label=>label.text!=='COLLECTIONS PROPOSED')
-            .map(label=>label.text==='SAVED VIEWS PROPOSED'?{...label,text:'SAVED VIEWS'}:label),
+        // D49: SAVED VIEWS without its "PROPOSED" badge. D136: COLLECTIONS without it either.
+        labels:chrome.labels.map(label=>label.text.endsWith(' PROPOSED')?{...label,text:label.text.replace(/ PROPOSED$/,'')}:label),
         navs,
         connection:{...chrome.connection,
             // D28: truthful copy instead of "Demo connection · Classic / Nodes 2.0".
@@ -134,8 +161,9 @@ function headingFrame(heading) {
 function compare(route,reference,actual) {
     const expected=mapShellConcept(reference);
     const heading=FULL_HEADING.has(route);
+    const chrome={...actual.chrome,navs:comparableNavs(reference,actual.chrome.navs)};
     return [
-        ...diffInventory({chrome:expected.chrome,noPageScroll:expected.noPageScroll},{chrome:actual.chrome,noPageScroll:actual.noPageScroll}),
+        ...diffInventory({chrome:expected.chrome,noPageScroll:expected.noPageScroll},{chrome,noPageScroll:actual.noPageScroll}),
         ...diffInventory(heading?expected.heading:headingFrame(expected.heading),heading?actual.heading:headingFrame(actual.heading))
             .map(item=>({...item,path:`heading.${item.path}`})),
     ];
@@ -242,7 +270,7 @@ for(const [width,height] of SIZES)test(`a saved view row matches the concept's $
     expect(reference.chrome.navs.find(nav=>nav.id==='saved-nav').rows.map(row=>row.text)).toEqual(['Favorites','Needs review','Golden hour']);
     await openProduction(page,'images','dark');
     const actual=await save('Save','#workspace-main');
-    expect(diffInventory(mapShellConcept(reference).chrome.navs,actual.chrome.navs)).toEqual([]);
+    expect(diffInventory(mapShellConcept(reference).chrome.navs,comparableNavs(reference,actual.chrome.navs))).toEqual([]);
     const referenceRows=reference.chrome.navs.find(nav=>nav.id==='saved-nav').rows;
     expect(actual.chrome.navs.find(nav=>nav.id==='saved-nav').rows.map(row=>[row.text,row.count]))
         .toEqual([['Favorites',referenceRows[0].count],['Needs review',{...referenceRows[1].count,text:'0'}],['Golden hour',null]]);

tests/browser/source_change_fixture.py

@@ -0,0 +1,66 @@
+"""Source changes under an open workspace page (#430), undone by every reset.
+
+- ``POST /__test__/sources/reverse``: the image sources are listed in reverse
+  order, as System › Sources would renumber them, so every held
+  ``root_scope`` names another index and the page must re-scope its file.
+- ``POST /__test__/scope-key/rotate``: the API's scope and cursor keys
+  change, as when ``workspace-scope.key`` is lost before a restart: a held
+  scope then cannot be mapped and the page offers Refresh.
+"""
+
+from __future__ import annotations
+
+import secrets
+from typing import TYPE_CHECKING, Callable
+
+from aiohttp import web
+
+from utils.workspace_keys import WorkspaceKeys
+
+if TYPE_CHECKING:
+    from py.api import PromptManagerAPI
+
+_CACHE = "_workspace_keys_cache"
+
+
+def register_source_change_commands(
+    routes: web.RouteTableDef, api: PromptManagerAPI
+) -> Callable[[], None]:
+    """Register the commands; returns the restore every reset runs."""
+    # Imported here: py.config needs the host stubs create_app installs first.
+    from py.config import GalleryConfig
+
+    saved: dict = {}
+
+    def restore() -> None:
+        if "roots" in saved:
+            GalleryConfig.MONITORING_DIRECTORIES = saved.pop("roots")
+            api.invalidate_gallery_cache(retire=True)
+        if "keys" in saved:
+            keys = saved.pop("keys")
+            if keys is None:
+                api.__dict__.pop(_CACHE, None)
+            else:
+                api.__dict__[_CACHE] = keys
+
+    @routes.post("/__test__/sources/reverse")
+    async def reverse(request: web.Request) -> web.Response:
+        if request.query or request.can_read_body:
+            raise web.HTTPBadRequest()
+        roots = list(GalleryConfig.MONITORING_DIRECTORIES)
+        saved.setdefault("roots", roots)
+        GalleryConfig.MONITORING_DIRECTORIES = roots[::-1]
+        await api._run_in_executor(api.invalidate_gallery_cache, True)
+        return web.json_response({"success": True})
+
+    @routes.post("/__test__/scope-key/rotate")
+    async def rotate(request: web.Request) -> web.Response:
+        if request.query or request.can_read_body:
+            raise web.HTTPBadRequest()
+        saved.setdefault("keys", api.__dict__.get(_CACHE))
+        api.__dict__[_CACHE] = WorkspaceKeys(
+            secrets.token_bytes(32), secrets.token_bytes(32), False
+        )
+        return web.json_response({"success": True})
+
+    return restore

tests/browser/tagging-concept.spec.mjs

@@ -231,6 +231,8 @@ test('paired Tag dialog captures', async ({ page, request }, testInfo) => {
     await expect(await request.post('/__test__/tagging/suggestions', { data: { scored: ALPINE } })).toBeOK();
     const save = () => tagDialog(page).locator('.dialog-actions .ca-primary').click();
     const status = () => tagDialog(page).locator('#tag-generation-status');
+    // D147: a state that blocks Save shows its reason beside the actions, not in the status line.
+    const notice = () => tagDialog(page).locator('.dialog-actions > .tag-action-notice');
 
     // Unavailable model.
     await expect(await request.post('/__test__/tagging/models', { data: { unavailable: ['wd14-swinv2'] } })).toBeOK();
@@ -269,7 +271,8 @@ test('paired Tag dialog captures', async ({ page, request }, testInfo) => {
     await saveImageTags(request, path, CONCEPT_TAGS);
     await openTagDialog(page, 'production', 'dark');
     await save();
-    await expect(status()).not.toHaveText('');
+    await expect(notice()).toHaveText('The file changed since it was previewed. Reopen the Tag dialog.');
+    await expect(status()).toHaveText('');
     await shot('production-file-changed');
     await page.unroute(writes);
     await page.keyboard.press('Escape');
@@ -278,7 +281,7 @@ test('paired Tag dialog captures', async ({ page, request }, testInfo) => {
     await page.route(writes, route => route.fulfill({ status: 504, body: 'Gateway Timeout' }));
     await openTagDialog(page, 'production', 'dark');
     await save();
-    await expect(status()).toHaveText('The save could not be confirmed. Retry sends the same tags again.');
+    await expect(notice()).toHaveText('The save could not be confirmed. Retry sends the same tags again.');
     expect((await inventory(page)).actions.buttons.map(button => [button.text, button.primary, button.disabled])).toEqual(
         [['Retry', false, false], ['Cancel', false, false], ['Save manual tags', true, true]]);
     await shot('production-unknown-outcome');

tests/browser/unseen-restore.mjs

@@ -52,3 +52,43 @@ export async function unseenRestore(page, restoring) {
         open();
     }
 }
+
+// A restore the open page does see run and finish (#415), driven by the test instead of the 15 s poll's timing. The
+// job is shaped as the server's (py/api/backup_restore.py: kind `restore`, one `errors` group, not cancellable).
+const RESTORE_JOB_ID = '415415415415415415415415415415ab';
+const restoreJob = state => ({ id: RESTORE_JOB_ID, kind: 'restore', title: 'Database restore', state, started_at: 1,
+    finished_at: state === 'running' ? null : 2, progress: 0, status_line: state === 'running' ? '' : 'Restored the test snapshot.',
+    processed: 0, total: 0, counters: { errors: 0 }, scope: {}, listed: { errors: 0 }, log_length: 0, cancellable: false });
+/** The Activity pill's link while the page follows that restore. */
+export const SEEN_RESTORE_PILL = `#/activity/${RESTORE_JOB_ID}`;
+/** The toast the page shows when it sees that restore finish (activity-kinds.mjs `restore.finishToast`). */
+export const SEEN_RESTORE_TOAST = 'Database restore finished · Restored the test snapshot.';
+
+/**
+ * Call before the page's first navigation, after `armUnseenRestores(page)` (a later route wins). The page's first
+ * job-list read lists a restore job running, so its Activity store follows it; its job stream is refused, so the store
+ * reads the list again, and every later read is held until `finish()`, which answers them with the job finished and
+ * resolves once one of those answers reached the page. The real restore the test runs meanwhile goes through the API.
+ */
+export async function followRestore(page) {
+    let release;
+    const released = new Promise(resolve => { release = resolve; });
+    let first = true;
+    await page.route(`${JOBS}/*/events`, route => route.abort().catch(() => {}));
+    await page.route(JOBS, async route => {
+        if (first) {
+            first = false;
+            return route.fulfill({ json: { success: true, jobs: [restoreJob('running')] } }).catch(() => {});
+        }
+        await released;
+        // A read the page has aborted since (a newer read supersedes it) can no longer be answered.
+        return route.fulfill({ json: { success: true, jobs: [restoreJob('finished')] } }).catch(() => {});
+    });
+    return {
+        async finish() {
+            const answered = page.waitForResponse(response => new URL(response.url()).pathname === '/prompt_manager/jobs');
+            release();
+            await answered;
+        },
+    };
+}

tests/browser/vocabulary-canonical-comparison.mjs

@@ -1,6 +1,7 @@
 // Concept-vs-production inventory for the native Tags & categories screen (concept renderTags, app.js:719-729).
 // pageInventoryOf runs in the page; dialogs reuse the editor's inventoryOf. The concept is never rewritten:
 // mapVocabularyConcept / mapVocabularyDialog apply only the recorded deviations, each named with its ruling.
+import {diffInventory} from './library-editor-canonical-comparison.mjs';
 export {inventoryOf, diffInventory} from './library-editor-canonical-comparison.mjs';
 
 export function pageInventoryOf(main) {
@@ -61,23 +62,51 @@ export function pageInventoryOf(main) {
     };
 }
 
+const countOf=(count,noun)=>`${count} ${noun}${count===1?'':'s'}`;
+
+/**
+ * D143 (#332): a category row counts the images whose own category it is: "N positive prompts · M images" when
+ * prompts hold it too, "M images" for a value only images hold. Image-only rows follow every prompt-backed row, before
+ * the closing Manage category row, each drawn as the concept's last category row with its own text (vocabulary-visual
+ * checks this against the concept page with those rows added at runtime). `images` is `{value: count}`; `only` lists
+ * the image-only values in their order.
+ */
+export function withImageCounts(operations,{images={},only=[]}={}) {
+    const rows=operations.map(row=>images[row.h3.text]&&!only.includes(row.h3.text)
+        ?{...row,p:{...row.p,text:`${row.p.text} · ${countOf(images[row.h3.text],'image')}`}}:row);
+    const manage=rows.at(-1),last=rows.at(-2);
+    const added=only.map(value=>({...last,h3:{...last.h3,text:value},p:{...last.p,text:countOf(images[value],'image')}}));
+    return [...rows.slice(0,-1),...added,manage];
+}
+
 // Recorded deviations only (plan "Mock inventory" + decisions D1-D15 + ledger rulings). Everything else must be equal.
-export function mapVocabularyConcept(reference) {
+// `imageCategories` (#332 D143) is the fixture's own image categories, none by default.
+export function mapVocabularyConcept(reference,imageCategories={}) {
+    const operations=reference.operations.map(row=>({...row,p:{...row.p,
+        // Ledger ruling: "1 positive prompts" -> singular, consistent with the shared plural helper (#238/#243).
+        text:row.p.text.replace(/^1 positive prompts$/,'1 positive prompt')}}));
     return {...reference,
         table:{...reference.table,rows:reference.table.rows.map(row=>({...row,
             // Data, not a deviation: the concept tags each sample image with its prompt's tags; the vocabulary fixture
             // tags no image, so every Images count is 0 (#249 C2 retired #245 D3).
             images:'0'}))},
-        operations:reference.operations.map(row=>({...row,p:{...row.p,
-            // Ledger ruling: "1 positive prompts" -> singular, consistent with the shared plural helper (#238/#243).
-            text:row.p.text.replace(/^1 positive prompts$/,'1 positive prompt')}})),
+        operations:withImageCounts(operations,imageCategories),
     };
 }
 
+/** The page comparison: concept rows are the concept's sample tags; production appends fixture-only tags (D4). */
+export function compareVocabularyPage(reference,actual,imageCategories={}) {
+    const expected=mapVocabularyConcept(reference,imageCategories);
+    const shared=expected.table.rows.length;
+    return {diff:diffInventory(expected,{...actual,table:{...actual.table,rows:actual.table.rows.slice(0,shared)}}),
+        extra:actual.table.rows.slice(shared).map(row=>row.tag)};
+}
+
 // Concept dialogs are simpleInput (app.js:1138-1143). donors are concept inventories for controls the concept
 // shows elsewhere: a `.field select` and a `p.small` (Filters dialog, app.js:1351) and a danger dialog action
 // (Archive… in the editor, app.js:976), so added controls are held to concept tokens, never to production values.
-export function mapVocabularyDialog(mode,reference,{filters,editor,categories}) {
+// `preview` is the Manage categories sentence once Preview has been pressed (D9; D144, #332, adds its images).
+export function mapVocabularyDialog(mode,reference,{filters,editor,categories,preview=null}) {
     const fields=reference.fields.map(item=>({...item,
         // Inventory rows 27-29: the name is `required` (blank Apply is blocked natively).
         required:true}));
@@ -98,9 +127,9 @@ export function mapVocabularyDialog(mode,reference,{filters,editor,categories})
                 // D9 / Task 8: the proposed name offers a category datalist (no trailing commas: one value).
                 ...fields.map(item=>({...item,listed:true,commaOptions:false}))],
             // D9: the preview sentence is a `p.small`, empty and hidden until Preview.
-            small:[{...filters.small[0],text:''}],
+            small:[{...filters.small[0],text:preview??''}],
             // D9: the primary is `Preview` until a preview is shown, then `Apply`.
-            actions:{...reference.actions,buttons:buttons.map(item=>item.text==='Apply'?{...item,text:'Preview'}:item)}};
+            actions:{...reference.actions,buttons:preview===null?buttons.map(item=>item.text==='Apply'?{...item,text:'Preview'}:item):buttons}};
     }
     return {...reference,fields,actions:{...reference.actions,buttons}};
 }

tests/browser/vocabulary-visual.spec.mjs

@@ -1,11 +1,14 @@
+import {writeFile} from 'node:fs/promises';
 import {test,expect} from './fixtures.mjs';
 import {captureCanonicalState} from './history-canonical-comparison.mjs';
+import {pageInventoryOf,inventoryOf,diffInventory,mapVocabularyConcept,mapVocabularyDialog,compareVocabularyPage} from './vocabulary-canonical-comparison.mjs';
 
 // Artifact-only captures of Tags & categories states that have no concept counterpart: the Manage categories
 // preview, loading and 1,000-category cap notes, tag conflict and restore notes, the Delete tag confirmation (D14),
 // empty lists (D12), a failed read with Retry, and Load more (D5). The page and the three concept dialogs are captured
 // as concept/production pairs by workspace-vocabulary.spec.mjs. There are deliberately no pixel assertions or
-// baselines: the maintainer accepts these captures visually before any baseline is added.
+// baselines: the maintainer accepts these captures visually before any baseline is added. The last test (#332 D143,
+// D144) compares the category rows with image counts and the Manage category preview against the concept.
 test.use({locale:'en-US',timezoneId:'UTC',reducedMotion:'reduce'});
 const route='/prompt_manager/workspace#/tags';
 const main=page=>page.locator('#workspace-main');
@@ -101,3 +104,87 @@ for(const [width,height] of [[1600,1100],[390,844]])for(const theme of ['dark','
     await testInfo.attach(`production-load-more-${width}-${theme}`,{path,contentType:'image/png'});
     await expect(rows(page)).toHaveCount(100);
 });
+
+// D143 and D144 (#332): with own image categories seeded (`image_categories`: "Landscapes" on two images, "Portraits"
+// on one image only), the Categories panel and the Manage category preview against the concept (renderTags, app.js
+// 719-729; the Manage dialog is its simpleInput, 1138-1143). The page is compared with D143 mapped, a model checked
+// against the concept page with those rows added at runtime; the preview with D9's sentence and D144's images.
+const concept='/__test__/canonical/workspace';
+const IMAGE_CATEGORIES=Object.freeze({images:{Landscapes:2,Portraits:1},only:['Portraits']});
+// D9's sentence; D144 adds the images holding the value ("and 2 images").
+const PREVIEW='“Landscapes” is used by 3 positive prompts and 2 images. Apply renames it to “Scenery”.';
+const pageOf=(page,production)=>page.locator(production?'#workspace-main':'#main').evaluate(pageInventoryOf);
+async function openConceptRoute(page,route,theme) {
+    await page.goto('about:blank');await page.goto(`${concept}#${route}`);
+    await page.getByRole('combobox',{name:'Theme',exact:true}).selectOption(theme);
+}
+/** The concept page as D143 records it: image counts after the prompt counts, image-only rows before Manage category. */
+function conceptWithImageCounts(page) {
+    return page.evaluate(({images,only})=>{
+        const surface=document.querySelectorAll('#main .two-col > section.surface')[1];
+        const rows=[...surface.querySelectorAll('.operation')];
+        const count=value=>`${images[value]} image${images[value]===1?'':'s'}`;
+        for(const row of rows) {
+            const value=row.querySelector('h3').textContent;
+            if(images[value]&&!only.includes(value))row.querySelector('p').textContent+=` · ${count(value)}`;
+        }
+        const manage=rows.at(-1),last=rows.at(-2);
+        for(const value of only) {
+            const row=last.cloneNode(true);row.querySelector('h3').textContent=value;row.querySelector('p').textContent=count(value);manage.before(row);
+        }
+    },IMAGE_CATEGORIES);
+}
+/** Concept controls the Manage dialog adds (as in workspace-vocabulary.spec.mjs): the Filters field select and p.small. */
+async function conceptDonors(page,theme,categories) {
+    await openConceptRoute(page,'images',theme);
+    await page.locator('#main').getByRole('button',{name:'Filters',exact:true}).click();await expect(page.locator('#modal')).toBeVisible();
+    const filters=await page.locator('#modal').evaluate(inventoryOf);
+    await openConceptRoute(page,'prompt/alpine',theme);
+    await page.getByRole('button',{name:'Edit metadata',exact:true}).click();await expect(page.locator('#modal')).toBeVisible();
+    const editor=await page.locator('#modal').evaluate(inventoryOf);
+    return {filters,editor,categories};
+}
+
+for(const [width,height] of [[1600,1100],[390,844]])for(const theme of ['dark','light'])test(`category rows and the Manage category preview match the concept with image categories ${width}x${height} ${theme} (D143, D144)`,async({page,request},testInfo)=>{
+    await page.setViewportSize({width,height});
+    const manifest=await seed(request,{image_categories:true});
+    expect(manifest.image_categories).toEqual(IMAGE_CATEGORIES.images);
+    await openConceptRoute(page,'tags',theme);await expect(page.locator('#main h1')).toHaveText('Tags & categories');
+    await page.mouse.move(0,0);
+    const reference=await pageOf(page,false);
+    await conceptWithImageCounts(page);
+    const oracle=await pageOf(page,false);
+    await captureCanonicalState(page,testInfo,`concept-image-categories-${width}-${theme}`,'#main');
+    const donors=await conceptDonors(page,theme,['Landscapes','Architecture','Environments','Illustration','Portraits']);
+    await openConceptRoute(page,'tags',theme);
+    await page.locator('#main').getByRole('button',{name:'Review',exact:true}).click();await expect(page.locator('#modal')).toBeVisible();
+    const referenceDialog=await page.locator('#modal').evaluate(inventoryOf);
+
+    await open(page,theme,manifest.tags.length);
+    await expect(categoryOperation(page,'Portraits')).toHaveCount(1);
+    // The pointer still rests where the concept's Review was pressed: park it so no row is hovered.
+    await page.mouse.move(0,0);
+    const actual=await pageOf(page,true);
+    await captureCanonicalState(page,testInfo,`production-image-categories-${width}-${theme}`,'#workspace-main');
+    const box=await openDialog(page,categoryOperation(page,'Manage category').getByRole('button',{name:'Review',exact:true}));
+    await expect(box.getByLabel('Category',{exact:true})).toHaveValue('Landscapes');
+    await box.getByLabel('Proposed new category name',{exact:true}).fill('Scenery');await button(box,'Preview').click();
+    await expect(box.locator('p.small')).toHaveText(PREVIEW);
+    // The pressed primary keeps the pointer and focus; the concept is measured as it opens (focus on ×, no hover),
+    // which workspace-vocabulary.spec.mjs compares, so this state is restored before measuring the preview.
+    await page.mouse.move(0,0);await box.locator('.dialog-header button').focus();
+    const actualDialog=await box.evaluate(inventoryOf);
+    await captureCanonicalState(page,testInfo,`production-image-categories-preview-${width}-${theme}`);
+    const path=testInfo.outputPath('vocabulary-image-categories.json');
+    await writeFile(path,JSON.stringify({reference,oracle,actual,referenceDialog,actualDialog},null,2));
+    await testInfo.attach('vocabulary-image-categories',{path,contentType:'application/json'});
+
+    // The D143 model reproduces the concept page with the rows added at runtime.
+    expect.soft(diffInventory(mapVocabularyConcept(reference,IMAGE_CATEGORIES).operations,mapVocabularyConcept(oracle).operations),'D143 model').toEqual([]);
+    const {diff,extra}=compareVocabularyPage(reference,actual,IMAGE_CATEGORIES);
+    expect.soft(actual.operations.map(row=>[row.h3.text,row.p.text]).slice(0,-1),'category rows').toEqual([['Landscapes','3 positive prompts · 2 images'],
+        ['Architecture','1 positive prompt'],['Environments','1 positive prompt'],['Illustration','1 positive prompt'],['Portraits','1 image']]);
+    expect.soft(diff,'page differences after the recorded deviations and D143').toEqual([]);
+    expect.soft(extra,'fixture-only rows').toEqual([manifest.pair_only_tag,manifest.archived_only_tag,manifest.negative_only_tag,manifest.unused_tag]);
+    expect.soft(diffInventory(mapVocabularyDialog('manage',referenceDialog,{...donors,preview:PREVIEW}),actualDialog),'preview differences after D9 and D144').toEqual([]);
+});

tests/browser/workspace-collections.spec.mjs

@@ -0,0 +1,856 @@
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+
+// Collections (#331): the sidebar COLLECTIONS group (D136, concept index.html 28–31, app.js 336–339), the collection
+// page `#/collection/<id>` with its Edit (D137, concept render a1186–1189) and saved views on a collection (D140).
+const workspace = '/prompt_manager/workspace';
+const API = '/prompt_manager/collections';
+const main = page => page.locator('#workspace-main');
+const heading = page => main(page).getByRole('heading', { level: 1 });
+const breadcrumb = page => page.locator('#workspace-breadcrumb');
+const description = page => main(page).locator('.heading p.muted');
+const missingNote = page => main(page).locator('.heading p.small');
+const search = page => page.getByRole('searchbox', { name: 'Search workspace', exact: true });
+const imageCards = page => page.locator('article[data-image-key]');
+const collectionsNav = page => page.getByRole('navigation', { name: 'Collections', exact: true });
+const collectionsLabel = page => page.locator('aside.sidebar .sidebar-label', { hasText: 'COLLECTIONS' });
+const rows = page => collectionsNav(page).locator('a[data-route^="collection/"]');
+const row = (page, name) => rows(page).filter({ hasText: name });
+const savedNav = page => page.getByRole('navigation', { name: 'Saved views', exact: true });
+const editButton = page => main(page).locator('.heading-actions > button').first();
+const editDialog = page => page.getByRole('dialog', { name: 'Edit collection', exact: true });
+const deleteDialog = page => page.getByRole('dialog', { name: 'Delete collection', exact: true });
+const nameField = page => editDialog(page).getByRole('textbox', { name: 'Collection name', exact: true });
+const toast = page => page.locator('#workspace-toast');
+
+async function seed(request) {
+    const response = await request.post('/__test__/collections/seed');
+    await expect(response).toBeOK();
+    return response.json();
+}
+
+async function listed(request) {
+    const response = await request.get(API);
+    await expect(response).toBeOK();
+    return (await response.json()).collections;
+}
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    await expect(await request.post('/__test__/reset')).toBeOK();
+    page.collectionErrors = [];
+    page.on('pageerror', error => page.collectionErrors.push(error.message));
+    // D51: deleting asks inside the dialog; no browser dialog (window.confirm) may ever open.
+    page.on('dialog', dialog => { page.collectionErrors.push(`browser ${dialog.type()}`); dialog.dismiss().catch(() => {}); });
+});
+
+test.afterEach(async ({ page, browserName }) => {
+    await saveCoverage(page, browserName);
+    expect(page.collectionErrors).toEqual([]);
+});
+
+test('a collection row opens its page', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Landscapes;
+    await page.setViewportSize({ width: 1600, height: 1100 });
+    await page.goto(`${workspace}#/images`);
+    // D136: name order, the listed-member count, no "PROPOSED" badge.
+    await expect(collectionsLabel(page)).toBeVisible();
+    await expect(collectionsLabel(page)).toHaveText('COLLECTIONS');
+    await expect(rows(page)).toHaveCount(2);
+    await expect(rows(page).nth(0)).toContainText('Experiments');
+    await expect(rows(page).nth(1)).toContainText('Landscapes');
+    await expect(row(page, 'Experiments').locator('.nav-count')).toHaveText('8');
+    await expect(row(page, 'Landscapes').locator('.nav-count')).toHaveText('12');
+    await expect(row(page, 'Landscapes')).toHaveAttribute('href', `#/collection/${id}`);
+    await expect(row(page, 'Landscapes').locator('svg')).toHaveCount(1);
+    await expect(page.locator('aside.sidebar .new-label')).toHaveCount(0);
+    await expect(imageCards(page)).toHaveCount(21);
+
+    await row(page, 'Landscapes').click();
+    await expect(page).toHaveURL(new RegExp(`#/collection/${id}$`));
+    await expect(heading(page)).toHaveText('Landscapes');
+    await expect(breadcrumb(page)).toHaveText('Collection');
+    await expect(page).toHaveTitle('Collection · Prompt Manager');
+    await expect(row(page, 'Landscapes')).toHaveAttribute('aria-current', 'page');
+    await expect(description(page)).toHaveText('Your generations, their prompts, and the next idea.');
+    await expect(imageCards(page)).toHaveCount(12);
+    for (const path of manifest.files.Landscapes) {
+        await expect(page.locator(`article[data-image-key$=":${path}"]`)).toHaveCount(1);
+    }
+    // MC3: the member whose file is gone is not listed and is counted in the note.
+    await expect(missingNote(page)).toHaveText('1 image in this collection is not in your current sources.');
+
+    // Every Images filter narrows the members.
+    await search(page).fill('landscape_03');
+    await expect(imageCards(page)).toHaveCount(1);
+    await search(page).fill('');
+    await expect(imageCards(page)).toHaveCount(12);
+
+    await row(page, 'Experiments').click();
+    await expect(heading(page)).toHaveText('Experiments');
+    await expect(imageCards(page)).toHaveCount(8);
+    await expect(missingNote(page)).toHaveCount(0);
+});
+
+test('without collections the group shows no label and no rows', async ({ page }) => {
+    await page.goto(`${workspace}#/images`);
+    await expect(imageCards(page).first()).toBeVisible();
+    await expect(collectionsNav(page)).toHaveCount(1);
+    await expect(rows(page)).toHaveCount(0);
+    await expect(collectionsLabel(page)).toBeHidden();
+});
+
+test('a collection page neither restores nor replaces the Images return state', async ({ page, request }) => {
+    const manifest = await seed(request);
+    await page.goto(`${workspace}#/images`);
+    await search(page).fill('experiment');
+    await expect(imageCards(page)).toHaveCount(8);
+    await row(page, 'Landscapes').click();
+    await expect(search(page)).toHaveValue('');
+    await expect(imageCards(page)).toHaveCount(12);
+    await search(page).fill('landscape_01');
+    await expect(imageCards(page)).toHaveCount(1);
+    await page.goto(`${workspace}#/images`);
+    await expect(search(page)).toHaveValue('experiment');
+    expect(manifest.collections.Landscapes.count).toBe(12);
+});
+
+test('Edit renames the open collection; a taken name stays in the dialog', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Landscapes;
+    await page.goto(`${workspace}#/collection/${id}`);
+    await expect(heading(page)).toHaveText('Landscapes');
+    await expect(editButton(page)).toHaveText('Edit');
+    await editButton(page).click();
+    await expect(nameField(page)).toHaveValue('Landscapes');
+    await expect(editDialog(page).locator('.dialog-actions button')).toHaveText(['Delete…', 'Cancel', 'Save']);
+
+    // CUJ 3: names are unique ignoring case.
+    await nameField(page).fill('experiments');
+    await editDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(editDialog(page).getByRole('alert')).toHaveText('A collection named “experiments” already exists.');
+    await expect(heading(page)).toHaveText('Landscapes');
+
+    await nameField(page).fill('  Landscape   grids ');
+    await editDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(editDialog(page)).toHaveCount(0);
+    await expect(toast(page)).toHaveText('Collection renamed.');
+    await expect(heading(page)).toHaveText('Landscape grids');
+    await expect(breadcrumb(page)).toHaveText('Collection');
+    await expect(row(page, 'Landscape grids')).toHaveAttribute('aria-current', 'page');
+    await expect(rows(page).nth(1)).toContainText('Landscape grids');
+    expect((await listed(request)).map(item => item.name)).toEqual(['Experiments', 'Landscape grids']);
+});
+
+test('a failed rename keeps the dialog; a failed delete changes nothing', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Experiments;
+    await page.goto(`${workspace}#/collection/${id}`);
+    await expect(heading(page)).toHaveText('Experiments');
+    let failing = true;
+    await page.route(`**${API}/${id}`, route => failing
+        ? route.fulfill({ status: 500, contentType: 'application/json', body: '{"success":false,"error":"The collection could not be changed."}' })
+        : route.fallback());
+    await editButton(page).click();
+    await nameField(page).fill('Tests');
+    await editDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(toast(page)).toHaveText('The collection could not be renamed. Try again.');
+    await expect(editDialog(page)).toBeVisible();
+    await expect(heading(page)).toHaveText('Experiments');
+    await editDialog(page).getByRole('button', { name: 'Delete…', exact: true }).click();
+    await expect(deleteDialog(page).locator('p')).toHaveText(
+        'Delete “Experiments”? Its 8 images stay where they are; only the collection is removed.');
+    await deleteDialog(page).getByRole('button', { name: 'Delete', exact: true }).click();
+    await expect(toast(page)).toHaveText('The collection could not be deleted. Try again.');
+    await expect(page).toHaveURL(new RegExp(`#/collection/${id}$`));
+    expect(await listed(request)).toHaveLength(2);
+    failing = false;
+});
+
+test('Delete removes the collection only after confirming, and leaves every file', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Landscapes;
+    await page.goto(`${workspace}#/collection/${id}`);
+    await editButton(page).click();
+    await editDialog(page).getByRole('button', { name: 'Delete…', exact: true }).click();
+    // The stored count: 12 listed members and the missing one.
+    await expect(deleteDialog(page).locator('p')).toHaveText(
+        'Delete “Landscapes”? Its 13 images stay where they are; only the collection is removed.');
+    await deleteDialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    await expect(deleteDialog(page)).toHaveCount(0);
+    expect(await listed(request)).toHaveLength(2);
+
+    await editButton(page).click();
+    await editDialog(page).getByRole('button', { name: 'Delete…', exact: true }).click();
+    await deleteDialog(page).getByRole('button', { name: 'Delete', exact: true }).click();
+    await expect(toast(page)).toHaveText('Collection deleted.');
+    await expect(page).toHaveURL(/#\/images$/);
+    await expect(heading(page)).toHaveText('Images');
+    await expect(rows(page)).toHaveCount(1);
+    await expect(imageCards(page)).toHaveCount(21);
+    expect((await listed(request)).map(item => item.name)).toEqual(['Experiments']);
+});
+
+test('an unknown collection says it no longer exists, with the way back to Images', async ({ page, request }) => {
+    await seed(request);
+    await page.goto(`${workspace}#/collection/999999`);
+    await expect(heading(page)).toHaveText('Collection');
+    await expect(breadcrumb(page)).toHaveText('Collection');
+    await expect(description(page)).toHaveText('This collection no longer exists.');
+    await expect(imageCards(page)).toHaveCount(0);
+    await main(page).getByRole('link', { name: 'Open Images', exact: true }).click();
+    await expect(page).toHaveURL(/#\/images$/);
+    await expect(imageCards(page)).toHaveCount(21);
+});
+
+test('a failed list says so and Retry reads it again', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Experiments;
+    let failing = true;
+    await page.route(`**${API}`, route => failing
+        ? route.fulfill({ status: 500, contentType: 'application/json', body: '{"success":false,"error":"Collections could not be read."}' })
+        : route.fallback());
+    await page.goto(`${workspace}#/collection/${id}`);
+    await expect(description(page)).toHaveText('Collections could not be loaded. Your saved data has not changed.');
+    await expect(description(page)).toHaveAttribute('role', 'alert');
+    await expect(rows(page)).toHaveCount(0);
+    failing = false;
+    await main(page).getByRole('button', { name: 'Retry', exact: true }).click();
+    await expect(heading(page)).toHaveText('Experiments');
+    await expect(imageCards(page)).toHaveCount(8);
+    await expect(rows(page)).toHaveCount(2);
+});
+
+test('a saved view keeps its collection, and says so once the collection is deleted (MC6)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const view = manifest.saved_view;
+    await page.goto(`${workspace}#/images`);
+    await savedNav(page).locator(`a[data-route="saved/${view.id}"]`).click();
+    await expect(heading(page)).toHaveText(view.name);
+    await expect(breadcrumb(page)).toHaveText(view.name);
+    await expect(imageCards(page)).toHaveCount(8);
+    // A saved view is not the collection page: no missing note.
+    await expect(missingNote(page)).toHaveCount(0);
+
+    // Save view on a collection page stores the collection.
+    await row(page, 'Landscapes').click();
+    await expect(imageCards(page)).toHaveCount(12);
+    await search(page).fill('landscape_1');
+    await expect(imageCards(page)).toHaveCount(3);
+    await main(page).getByRole('button', { name: 'Save view', exact: true }).click();
+    const save = page.getByRole('dialog', { name: 'Save this view', exact: true });
+    await save.getByRole('textbox', { name: 'View name', exact: true }).fill('Grid seed');
+    await save.getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(toast(page)).toHaveText('Saved view added to the sidebar.');
+    const views = (await (await request.get('/prompt_manager/saved-views')).json()).views;
+    const saved = views.find(item => item.name === 'Grid seed');
+    expect(saved.state).toMatchObject({ q: 'landscape_1', favorites: false, collection: String(manifest.collections.Landscapes.id) });
+
+    await expect(await request.delete(`${API}/${manifest.collections.Experiments.id}`)).toBeOK();
+    await page.goto(`${workspace}#/saved/${view.id}`);
+    await expect(heading(page)).toHaveText(view.name);
+    await expect(main(page).locator('.empty')).toHaveText('The collection this view uses was deleted.');
+    await expect(main(page).locator('.empty')).toBeVisible();
+    await expect(imageCards(page)).toHaveCount(0);
+    await expect(main(page).getByRole('button', { name: 'Retry', exact: true })).toBeHidden();
+});
+
+test('a collection deleted in another tab shows the deleted-collection page', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Experiments;
+    await page.goto(`${workspace}#/images`);
+    await expect(rows(page)).toHaveCount(2);
+    await expect(await request.delete(`${API}/${id}`)).toBeOK();
+    await row(page, 'Experiments').click();
+    await expect(description(page)).toHaveText('This collection no longer exists.');
+    await expect(rows(page)).toHaveCount(1);
+});
+
+// D136 / CUJ 15: the rows show and open at desktop and phone width in both themes. The concept's own phone rule hides
+// every nav count there, so the rows keep their counts only at desktop width.
+for (const [width, height] of [[1600, 1100], [390, 844]]) for (const theme of ['dark', 'light']) {
+    test(`collection rows show and open at ${width}x${height} ${theme}`, async ({ page, request }) => {
+        const manifest = await seed(request);
+        await page.setViewportSize({ width, height });
+        await page.goto(`${workspace}#/images`);
+        await page.getByRole('combobox', { name: 'Theme', exact: true }).selectOption(theme);
+        for (const name of ['Experiments', 'Landscapes']) await expect(row(page, name)).toBeVisible();
+        const count = row(page, 'Landscapes').locator('.nav-count');
+        if (width > 950) await expect(count).toBeVisible();
+        else await expect(count).toBeHidden();
+        // Phone width: the label stays hidden as every sidebar label is; desktop shows it.
+        if (width > 950) await expect(collectionsLabel(page)).toBeVisible();
+        else await expect(collectionsLabel(page)).toBeHidden();
+        expect(await page.evaluate(() => document.documentElement.scrollWidth <= window.innerWidth)).toBe(true);
+        await row(page, 'Landscapes').click();
+        await expect(page).toHaveURL(new RegExp(`#/collection/${manifest.collections.Landscapes.id}$`));
+        await expect(heading(page)).toHaveText('Landscapes');
+        await expect(imageCards(page)).toHaveCount(12);
+    });
+}
+
+test('a finished restore reads the collections again', async ({ page, request }) => {
+    await seed(request);
+    await expect(await request.post('/__test__/system/reset')).toBeOK();
+    await expect(await request.post('/__test__/jobs/restart')).toBeOK();
+    try {
+        const backup = await request.get('/prompt_manager/backup');
+        await expect(backup).toBeOK();
+        const bytes = await backup.body();
+        const [experiments] = await listed(request);
+        await expect(await request.delete(`${API}/${experiments.id}`)).toBeOK();
+        await page.goto(`${workspace}#/system/backups`);
+        await expect(rows(page)).toHaveCount(1);
+        const chooser = page.waitForEvent('filechooser');
+        await page.getByRole('button', { name: 'Review restore…', exact: true }).click();
+        await (await chooser).setFiles({ name: 'prompts_backup_20261027_093000.db', mimeType: 'application/octet-stream', buffer: bytes });
+        await page.locator('dialog#modal[open]').getByRole('button', { name: 'Restore', exact: true }).click();
+        await expect(toast(page)).toHaveText(/^Database restore finished · /);
+        // The list was read again without a reload.
+        await expect(rows(page)).toHaveCount(2);
+        await expect(row(page, 'Experiments').locator('.nav-count')).toHaveText('8');
+    } finally {
+        await request.post('/__test__/jobs/restart');
+        await request.post('/__test__/system/reset');
+    }
+});
+
+test('renaming a collection deleted in another tab says so and shows the deleted-collection page', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Experiments;
+    await page.goto(`${workspace}#/collection/${id}`);
+    await expect(heading(page)).toHaveText('Experiments');
+    await editButton(page).click();
+    await expect(await request.delete(`${API}/${id}`)).toBeOK();
+    await nameField(page).fill('Tests');
+    await editDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(toast(page)).toHaveText('That collection no longer exists.');
+    await expect(editDialog(page)).toHaveCount(0);
+    await expect(description(page)).toHaveText('This collection no longer exists.');
+    await expect(rows(page)).toHaveCount(1);
+});
+
+/** A Playwright hold on the collections list read: `held` fills as reads arrive; `release()` lets them all through. */
+async function holdListReads(page, answer = route => route.fallback()) {
+    const held = [];
+    let open = false;
+    await page.route(`**${API}`, route => {
+        if (route.request().method() !== 'GET') return route.fallback();
+        if (open) return answer(route);
+        held.push(route);
+        return undefined;
+    });
+    return {
+        held,
+        async release() {
+            open = true;
+            for (const route of held.splice(0)) await answer(route).catch(() => {});
+        },
+    };
+}
+
+test('a list read superseded by another read still opens a collection made since (review M1)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const listing = await (await request.get('/prompt_manager/images/output?mode=workspace&limit=1')).json();
+    const [file] = listing.images;
+    await page.goto(`${workspace}#/collection/${manifest.collections.Landscapes.id}`);
+    await expect(heading(page)).toHaveText('Landscapes');
+    // Another tab makes "Fresh"; this tab does not list it yet.
+    const added = await request.post(`${API}/items`, { data: { name: 'Fresh',
+        items: [{ root_index: file.root_index, root_scope: file.root_scope, path: file.path }] } });
+    await expect(added).toBeOK();
+    const fresh = (await added.json()).collection.id;
+    await expect(rows(page)).toHaveCount(2);
+    const hold = await holdListReads(page);
+    // A rename schedules the 300 ms count re-read; opening "Fresh" first reads the list once more. The timer's read
+    // supersedes that one while both are held.
+    await editButton(page).click();
+    await nameField(page).fill('Landscape grids');
+    await editDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(toast(page)).toHaveText('Collection renamed.');
+    await page.evaluate(hash => { window.location.hash = hash; }, `#/collection/${fresh}`);
+    await expect.poll(() => hold.held.length).toBeGreaterThanOrEqual(2);
+    await expect(main(page)).not.toContainText('Collections could not be loaded.');
+    await hold.release();
+    await expect(heading(page)).toHaveText('Fresh');
+    await expect(imageCards(page)).toHaveCount(1);
+});
+
+test('a listing that finds the collection gone while the list still has it offers Retry (review M2)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Experiments;
+    let gone = true;
+    await page.route('**/prompt_manager/images/output?*', route => gone && route.request().url().includes(`collection=${id}`)
+        ? route.fulfill({ status: 404, contentType: 'application/json',
+            body: '{"success":false,"error":"Collection not found","code":"collection-not-found"}' })
+        : route.fallback());
+    await page.goto(`${workspace}#/images`);
+    await expect(rows(page)).toHaveCount(2);
+    // The shell's re-read is held, then fails: the page must not stay blank.
+    const hold = await holdListReads(page, route => route.fulfill({ status: 500, contentType: 'application/json',
+        body: '{"success":false,"error":"Collections could not be read."}' }));
+    await row(page, 'Experiments').click();
+    await expect.poll(() => hold.held.length).toBe(1);
+    await hold.release();
+    const retry = main(page).getByRole('button', { name: 'Retry', exact: true });
+    await expect(retry).toBeVisible();
+    await expect(main(page).locator('#gallery-continuation p')).toHaveText('Images could not be loaded. Retry or rescan the collection.');
+    gone = false;
+    await page.unroute(`**${API}`);
+    await retry.click();
+    await expect(imageCards(page)).toHaveCount(8);
+
+    // The list read again still lists it: the same Retry, never a blank page.
+    gone = true;
+    await page.evaluate(() => { window.location.hash = '#/images'; });
+    await expect(heading(page)).toHaveText('Images');
+    await row(page, 'Experiments').click();
+    await expect(retry).toBeVisible();
+    gone = false;
+    await retry.click();
+    await expect(imageCards(page)).toHaveCount(8);
+});
+
+test('the missing-members note follows the list read again (review L2)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Landscapes;
+    let missing = null;
+    await page.route(`**${API}`, async route => {
+        if (route.request().method() !== 'GET' || missing === null) return route.fallback();
+        const response = await route.fetch();
+        const data = await response.json();
+        data.collections = data.collections.map(item => item.id === id ? { ...item, missing } : item);
+        return route.fulfill({ response, json: data });
+    });
+    await page.goto(`${workspace}#/collection/${id}`);
+    await expect(missingNote(page)).toHaveText('1 image in this collection is not in your current sources.');
+    const rename = async name => {
+        await editButton(page).click();
+        await nameField(page).fill(name);
+        await editDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+        await expect(toast(page)).toHaveText('Collection renamed.');
+    };
+    missing = 3;
+    await rename('Landscapes A');
+    await expect(missingNote(page)).toHaveText('3 images in this collection are not in your current sources.');
+    missing = 0;
+    await rename('Landscapes B');
+    await expect(missingNote(page)).toHaveCount(0);
+    missing = 1;
+    await rename('Landscapes C');
+    await expect(missingNote(page)).toHaveText('1 image in this collection is not in your current sources.');
+});
+
+test('a rename that settles after its dialog closed leaves the next dialog open (review L1)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Landscapes;
+    await page.goto(`${workspace}#/collection/${id}`);
+    await expect(imageCards(page)).toHaveCount(12);
+    let release;
+    const released = new Promise(resolve => { release = resolve; });
+    await page.route(`**${API}/${id}`, async route => {
+        if (route.request().method() !== 'PATCH') return route.fallback();
+        await released;
+        return route.fallback();
+    });
+    await editButton(page).click();
+    await nameField(page).fill('Later');
+    await editDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await page.keyboard.press('Escape');
+    await expect(editDialog(page)).toHaveCount(0);
+    await main(page).getByRole('button', { name: 'Save view', exact: true }).click();
+    const save = page.getByRole('dialog', { name: 'Save this view', exact: true });
+    await expect(save).toBeVisible();
+    release();
+    await expect(heading(page)).toHaveText('Later');
+    await expect(save).toBeVisible();
+});
+
+test('a page that says a collection or view could not be opened takes focus after a route change (review L3)', async ({ page, request }) => {
+    await seed(request);
+    await page.goto(`${workspace}#/images`);
+    await expect(heading(page)).toHaveText('Images');
+    await page.evaluate(() => { window.location.hash = '#/collection/999999'; });
+    await expect(description(page)).toHaveText('This collection no longer exists.');
+    await expect(heading(page)).toBeFocused();
+
+    await page.route(`**${API}`, route => route.request().method() === 'GET'
+        ? route.fulfill({ status: 500, contentType: 'application/json', body: '{"success":false,"error":"x"}' })
+        : route.fallback());
+    await page.evaluate(() => { window.location.hash = '#/images'; });
+    await expect(heading(page)).toHaveText('Images');
+    await page.evaluate(() => { window.location.hash = '#/collection/999998'; });
+    await expect(main(page).getByRole('button', { name: 'Retry', exact: true })).toBeVisible();
+    await expect(heading(page)).toBeFocused();
+
+    await page.route('**/prompt_manager/saved-views', route => route.request().method() === 'GET'
+        ? route.fulfill({ status: 500, contentType: 'application/json', body: '{"success":false,"error":"x"}' })
+        : route.fallback());
+    await page.evaluate(() => { window.location.hash = '#/saved/5'; });
+    await expect(description(page)).toHaveText('Saved views could not be loaded. Your saved data has not changed.');
+    await expect(heading(page)).toBeFocused();
+});
+
+// #331 D138 (design §7): the selection bar's Add to collection and Remove from collection.
+const bar = page => page.locator('#bulkbar > .bulkbar');
+const barButton = (page, name) => bar(page).getByRole('button', { name, exact: true });
+const addDialog = page => page.getByRole('dialog', { name: 'Add selected images to collection', exact: true });
+const addField = page => addDialog(page).getByRole('combobox', { name: 'Collection name', exact: true });
+const check = (page, file) => page.getByRole('checkbox', { name: `Select ${file}`, exact: true }).check();
+const card = (page, path) => page.locator(`article[data-image-key$=":${path}"]`);
+
+/** Add the checked images under `name` through the bar's dialog. */
+async function addChecked(page, name) {
+    await barButton(page, 'Add to collection').click();
+    await expect(addDialog(page)).toBeVisible();
+    await addField(page).fill(name);
+    await addDialog(page).getByRole('button', { name: 'Add', exact: true }).click();
+    await expect(addDialog(page)).toHaveCount(0);
+}
+
+test('Add to collection creates a collection and adds to it ignoring case (CUJ 1–3)', async ({ page, request }) => {
+    await seed(request);
+    await page.goto(`${workspace}#/images`);
+    await expect(imageCards(page)).toHaveCount(21);
+    for (const file of ['loose.png', 'landscape_01.png', 'experiment_01.png']) await check(page, file);
+    await expect(bar(page).locator('button')).toHaveText(['Add tags', 'Auto-tag selected', 'Set category', 'Add to collection',
+        'Export metadata', 'Clear']);
+    await barButton(page, 'Add to collection').click();
+    // The concept's simpleInput with Add (D138) and the existing names as suggestions.
+    await expect(addDialog(page).locator('label')).toHaveText('Collection name');
+    await expect(addField(page)).toHaveValue('');
+    await expect(addField(page)).toHaveAttribute('maxlength', '100');
+    await expect(addDialog(page).locator('datalist option')).toHaveCount(2);
+    expect(await addDialog(page).locator('datalist option').evaluateAll(options => options.map(option => option.value)))
+        .toEqual(['Experiments', 'Landscapes']);
+    await expect(addDialog(page).locator('.dialog-actions button')).toHaveText(['Cancel', 'Add']);
+    // An empty name keeps the dialog on its field.
+    await addDialog(page).getByRole('button', { name: 'Add', exact: true }).click();
+    await expect(addField(page)).toBeFocused();
+    await addField(page).fill('  LoRa   testing ');
+    await addDialog(page).getByRole('button', { name: 'Add', exact: true }).click();
+    await expect(toast(page)).toHaveText('Added 3 images to “LoRa testing”.');
+    await expect(bar(page).locator('strong')).toHaveText('3 selected');
+    await expect(row(page, 'LoRa testing').locator('.nav-count')).toHaveText('3');
+    await expect(rows(page)).toHaveCount(3);
+
+    // CUJ 2: one of two already in it.
+    await bar(page).getByRole('button', { name: 'Clear', exact: true }).click();
+    await check(page, 'loose.png');
+    await check(page, 'landscape_02.png');
+    await addChecked(page, 'LoRa testing');
+    await expect(toast(page)).toHaveText('Added 1 image to “LoRa testing”. 1 was already in it.');
+    await expect(row(page, 'LoRa testing').locator('.nav-count')).toHaveText('4');
+
+    // CUJ 3: a case variant joins the same collection.
+    await bar(page).getByRole('button', { name: 'Clear', exact: true }).click();
+    await check(page, 'landscape_03.png');
+    await addChecked(page, 'lora TESTING');
+    await expect(toast(page)).toHaveText('Added 1 image to “LoRa testing”.');
+    await expect(rows(page)).toHaveCount(3);
+    await expect(row(page, 'LoRa testing').locator('.nav-count')).toHaveText('5');
+    const created = (await listed(request)).find(item => item.name === 'LoRa testing');
+    expect(created).toMatchObject({ count: 5, missing: 0 });
+
+    // Everything already in it.
+    await addChecked(page, 'LoRa testing');
+    await expect(toast(page)).toHaveText('All selected images were already in “LoRa testing”.');
+});
+
+test('Remove from collection takes the checked images off the open collection (CUJ 5)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { id } = manifest.collections.Landscapes;
+    await page.goto(`${workspace}#/collection/${id}`);
+    await expect(imageCards(page)).toHaveCount(12);
+    await check(page, 'landscape_01.png');
+    await check(page, 'landscape_02.png');
+    await expect(bar(page).locator('button')).toHaveText(['Add tags', 'Auto-tag selected', 'Set category', 'Add to collection',
+        'Remove from collection', 'Export metadata', 'Clear']);
+    await barButton(page, 'Remove from collection').click();
+    await expect(toast(page)).toHaveText('Removed 2 images from “Landscapes”.');
+    await expect(imageCards(page)).toHaveCount(10);
+    await expect(card(page, 'collections/landscape_01.png')).toHaveCount(0);
+    // The removed files left the listing, so the bar has nothing checked.
+    await expect(bar(page)).toHaveCount(0);
+    await expect(row(page, 'Landscapes').locator('.nav-count')).toHaveText('10');
+    // A checked file still listed stays checked across the reload.
+    await check(page, 'landscape_03.png');
+    await check(page, 'landscape_04.png');
+    await page.route(`**${API}/items`, async route => {
+        if (route.request().method() !== 'DELETE') return route.fallback();
+        // Remove only landscape_04; landscape_03 stays listed and checked.
+        const body = route.request().postDataJSON();
+        await route.continue({ postData: JSON.stringify({ ...body, items: body.items.filter(item => item.path.endsWith('_04.png')) }) });
+    });
+    await barButton(page, 'Remove from collection').click();
+    await expect(toast(page)).toHaveText('Removed 1 image from “Landscapes”.');
+    await expect(imageCards(page)).toHaveCount(9);
+    await expect(bar(page).locator('strong')).toHaveText('1 selected');
+    await expect(page.getByRole('checkbox', { name: 'Select landscape_03.png', exact: true })).toBeChecked();
+    // No file changed: the plain Images page still lists all of them.
+    await page.goto(`${workspace}#/images`);
+    await expect(imageCards(page)).toHaveCount(21);
+});
+
+test('Images without a collection filter has no Remove from collection', async ({ page, request }) => {
+    const manifest = await seed(request);
+    await page.goto(`${workspace}#/images`);
+    await check(page, 'loose.png');
+    await expect(barButton(page, 'Add to collection')).toBeVisible();
+    await expect(barButton(page, 'Remove from collection')).toHaveCount(0);
+    // A saved view on a collection has its filter active: Remove shows (design §5).
+    await page.goto(`${workspace}#/saved/${manifest.saved_view.id}`);
+    await expect(imageCards(page)).toHaveCount(8);
+    await check(page, 'experiment_01.png');
+    await barButton(page, 'Remove from collection').click();
+    await expect(toast(page)).toHaveText('Removed 1 image from “Experiments”.');
+    await expect(imageCards(page)).toHaveCount(7);
+});
+
+test('a failed add keeps the selection; a stale source reloads the images', async ({ page, request }) => {
+    await seed(request);
+    await page.goto(`${workspace}#/images`);
+    await expect(imageCards(page)).toHaveCount(21);
+    let reply = { status: 500, body: { success: false, error: 'The collection could not be changed.' } };
+    await page.route(`**${API}/items`, route => route.fulfill({ status: reply.status, contentType: 'application/json',
+        body: JSON.stringify(reply.body) }));
+    await check(page, 'loose.png');
+    await check(page, 'landscape_05.png');
+    await addChecked(page, 'Grids');
+    await expect(toast(page)).toHaveText('The images could not be added. Try again.');
+    await expect(bar(page).locator('strong')).toHaveText('2 selected');
+    await expect(rows(page)).toHaveCount(2);
+
+    reply = { status: 404, body: { success: false, code: 'files-not-found', error: 'x' } };
+    await addChecked(page, 'Grids');
+    await expect(toast(page)).toHaveText('None of the selected images could be found. Refresh the images and try again.');
+    await expect(bar(page).locator('strong')).toHaveText('2 selected');
+
+    reply = { status: 409, body: { success: false, code: 'source-changed', error: 'x' } };
+    const reloaded = page.waitForRequest(request => request.url().includes('/prompt_manager/gallery/subfolders'));
+    await addChecked(page, 'Grids');
+    await expect(toast(page)).toHaveText('The sources changed. Refresh the images and try again.');
+    await reloaded;
+    await expect(imageCards(page)).toHaveCount(21);
+    await expect(bar(page)).toHaveCount(0);
+});
+
+test('more than 500 or an unloaded "all matching" selection is refused with the cap', async ({ page, request }) => {
+    await seed(request);
+    await page.goto(`${workspace}#/images`);
+    await expect(imageCards(page)).toHaveCount(21);
+    // Every loaded image checked and the listing says more match: "Select all N matching" (#392, D135).
+    await page.route('**/prompt_manager/images/output?*', async route => {
+        // A next page never answers, so the listing stays at its loaded 21 of 900.
+        if (new URL(route.request().url()).searchParams.has('cursor')) return;
+        const response = await route.fetch();
+        const data = await response.json();
+        await route.fulfill({ response, json: { ...data, total: 900, has_more: true, next_cursor: 'more' } });
+    });
+    await page.reload();
+    await expect(imageCards(page)).toHaveCount(21);
+    await page.locator('#image-grid .image-open').first().focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await bar(page).getByRole('button', { name: 'Select all 900 matching', exact: true }).click();
+    await expect(bar(page).locator('strong')).toHaveText('All 900 matching selected');
+    await barButton(page, 'Add to collection').click();
+    await expect(toast(page)).toHaveText('Select at most 500 images.');
+    await expect(addDialog(page)).toHaveCount(0);
+});
+
+for (const theme of ['dark', 'light']) {
+    test(`the Add to collection dialog fits 390x844 ${theme}`, async ({ page, request }) => {
+        await seed(request);
+        await page.setViewportSize({ width: 390, height: 844 });
+        await page.goto(`${workspace}#/images`);
+        await page.getByRole('combobox', { name: 'Theme', exact: true }).selectOption(theme);
+        await check(page, 'loose.png');
+        await expect(barButton(page, 'Add to collection')).toBeVisible();
+        await barButton(page, 'Add to collection').click();
+        await expect(addDialog(page)).toBeVisible();
+        const fits = await addDialog(page).evaluate(dialog => {
+            const box = dialog.getBoundingClientRect();
+            return box.left >= 0 && box.right <= window.innerWidth && dialog.scrollWidth <= dialog.clientWidth;
+        });
+        expect(fits).toBe(true);
+        expect(await page.evaluate(() => document.documentElement.scrollWidth <= window.innerWidth)).toBe(true);
+        await addField(page).fill('Phone');
+        await addDialog(page).getByRole('button', { name: 'Add', exact: true }).click();
+        await expect(toast(page)).toHaveText('Added 1 image to “Phone”.');
+        await expect(row(page, 'Phone')).toBeVisible();
+    });
+}
+
+// #331 D139 (design §8): the shared inspector's Collections… in the Images side panel and in the viewer.
+const panel = page => page.locator('#image-inspector');
+const collectionsDialog = page => page.getByRole('dialog', { name: 'Collections', exact: true });
+const choice = (page, name) => collectionsDialog(page).getByRole('checkbox', { name, exact: true });
+const newCollection = page => collectionsDialog(page).getByRole('textbox', { name: 'New collection', exact: true });
+
+async function membership(request, path) {
+    const [image] = (await (await request.get(`/prompt_manager/images/output?mode=workspace&q=${encodeURIComponent(path)}`)).json()).images;
+    const query = new URLSearchParams({ root_index: String(image.root_index), root_scope: image.root_scope, path: image.path });
+    const response = await request.get(`${API}/membership?${query}`);
+    await expect(response).toBeOK();
+    return (await response.json()).collection_ids;
+}
+
+test('Collections… in the side panel adds, removes and creates for one image (CUJ 6)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { Landscapes, Experiments } = manifest.collections;
+    await page.goto(`${workspace}#/images`);
+    // The newest image, landscape_01, is the panel's.
+    await expect(panel(page).getByRole('heading', { level: 2 })).toHaveText('landscape_01.png');
+    const open = panel(page).getByRole('button', { name: 'Collections…', exact: true });
+    await expect(panel(page).locator('.detail-footer > button').last()).toHaveText('Collections…');
+    await open.click();
+    await expect(collectionsDialog(page)).toBeVisible();
+    await expect(choice(page, 'Landscapes')).toBeChecked();
+    await expect(choice(page, 'Experiments')).not.toBeChecked();
+    await expect(collectionsDialog(page).locator('label.tag-suggestion')).toHaveText(['Experiments', 'Landscapes']);
+    await expect(collectionsDialog(page).locator('.dialog-actions button')).toHaveText(['Cancel', 'Save']);
+    await choice(page, 'Landscapes').uncheck();
+    await choice(page, 'Experiments').check();
+    await newCollection(page).fill('Grids');
+    await collectionsDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(collectionsDialog(page)).toHaveCount(0);
+    await expect(toast(page)).toHaveText('Collections updated.');
+    await expect(open).toBeFocused();
+    await expect(row(page, 'Grids').locator('.nav-count')).toHaveText('1');
+    await expect(row(page, 'Landscapes').locator('.nav-count')).toHaveText('11');
+    await expect(row(page, 'Experiments').locator('.nav-count')).toHaveText('9');
+    const grids = (await listed(request)).find(item => item.name === 'Grids');
+    expect((await membership(request, 'landscape_01')).sort()).toEqual([Experiments.id, grids.id].sort());
+    expect(Landscapes.id).not.toBe(grids.id);
+    // The Images page lists the same files; the dialog opened again shows the new state.
+    await expect(imageCards(page)).toHaveCount(21);
+    await open.click();
+    await expect(choice(page, 'Grids')).toBeChecked();
+    await expect(choice(page, 'Experiments')).toBeChecked();
+    await expect(choice(page, 'Landscapes')).not.toBeChecked();
+    // Save without a change sends nothing.
+    let writes = 0;
+    page.on('request', request => { if (request.url().includes(`${API}/items`)) writes++; });
+    await collectionsDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(collectionsDialog(page)).toHaveCount(0);
+    expect(writes).toBe(0);
+});
+
+test('Collections… in the viewer keeps the viewer until it closes (CUJ 7)', async ({ page, request }) => {
+    const manifest = await seed(request);
+    await page.goto(`${workspace}#/collection/${manifest.collections.Landscapes.id}`);
+    await expect(imageCards(page)).toHaveCount(12);
+    await page.getByRole('button', { name: 'Open landscape_01.png', exact: true }).click();
+    const viewer = page.locator('#viewer-dialog[open]');
+    await expect(viewer.locator('#viewer-title')).toContainText('landscape_01.png');
+    // Review L7: no listing request while the viewer is open.
+    let listings = 0;
+    const countListing = request => { if (new URL(request.url()).pathname === '/prompt_manager/images/output') listings++; };
+    page.on('request', countListing);
+    await viewer.locator('#viewer-details').getByRole('button', { name: 'Collections…', exact: true }).click();
+    await expect(choice(page, 'Landscapes')).toBeChecked();
+    // Review L6: focus moves to the first checkbox once listed.
+    await expect(choice(page, 'Experiments')).toBeFocused();
+    await choice(page, 'Landscapes').uncheck();
+    await collectionsDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(toast(page)).toHaveText('Collections updated.');
+    await expect(collectionsDialog(page)).toHaveCount(0);
+    // The viewer stays on the image; the page keeps listing it while the viewer is open.
+    await expect(viewer.locator('#viewer-title')).toContainText('landscape_01.png');
+    await expect(row(page, 'Landscapes').locator('.nav-count')).toHaveText('11');
+    await expect(imageCards(page)).toHaveCount(12);
+    expect(listings, 'no listing request while the viewer is open').toBe(0);
+    page.off('request', countListing);
+    await viewer.getByRole('button', { name: 'Close image viewer', exact: true }).click();
+    await expect(viewer).toHaveCount(0);
+    await expect(imageCards(page)).toHaveCount(11);
+    await expect(card(page, 'collections/landscape_01.png')).toHaveCount(0);
+});
+
+test('a failed membership read says so and Retry reads it again', async ({ page, request }) => {
+    await seed(request);
+    let failing = true;
+    await page.route(`**${API}/membership?*`, route => failing
+        ? route.fulfill({ status: 500, contentType: 'application/json', body: '{"success":false,"error":"Collections could not be read."}' })
+        : route.fallback());
+    await page.goto(`${workspace}#/images`);
+    await panel(page).getByRole('button', { name: 'Collections…', exact: true }).click();
+    await expect(collectionsDialog(page).getByRole('alert').first()).toHaveText('Collections could not be loaded.');
+    await expect(collectionsDialog(page).getByRole('checkbox')).toHaveCount(0);
+    await expect(collectionsDialog(page).getByRole('button', { name: 'Save', exact: true })).toHaveAttribute('aria-disabled', 'true');
+    failing = false;
+    await collectionsDialog(page).getByRole('button', { name: 'Retry', exact: true }).click();
+    await expect(choice(page, 'Landscapes')).toBeChecked();
+    await expect(collectionsDialog(page).getByRole('button', { name: 'Retry', exact: true })).toBeHidden();
+    // A failed write keeps the dialog with the current membership.
+    await page.route(`**${API}/items`, route => route.fulfill({ status: 500, contentType: 'application/json',
+        body: '{"success":false,"error":"The collection could not be changed."}' }));
+    await choice(page, 'Experiments').check();
+    await collectionsDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(collectionsDialog(page).getByRole('alert')).toHaveText('The collections could not be updated. Try again.');
+    await expect(choice(page, 'Experiments')).not.toBeChecked();
+    await expect(choice(page, 'Landscapes')).toBeChecked();
+});
+
+test('a file in no collection with no collections at all can start one', async ({ page }) => {
+    await page.goto(`${workspace}#/images`);
+    await panel(page).getByRole('button', { name: 'Collections…', exact: true }).click();
+    await expect(collectionsDialog(page)).toContainText('No collections yet. Name one below.');
+    await newCollection(page).fill('First');
+    await collectionsDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(toast(page)).toHaveText('Collections updated.');
+    await expect(rows(page)).toHaveCount(1);
+    await expect(row(page, 'First').locator('.nav-count')).toHaveText('1');
+});
+
+for (const theme of ['dark', 'light']) {
+    test(`the Collections dialog fits 390x844 ${theme}`, async ({ page, request }) => {
+        await seed(request);
+        await page.setViewportSize({ width: 390, height: 844 });
+        await page.goto(`${workspace}#/images`);
+        await page.getByRole('combobox', { name: 'Theme', exact: true }).selectOption(theme);
+        await panel(page).getByRole('button', { name: 'Collections…', exact: true }).click();
+        await expect(choice(page, 'Landscapes')).toBeChecked();
+        const fits = await collectionsDialog(page).evaluate(dialog => {
+            const box = dialog.getBoundingClientRect();
+            return box.left >= 0 && box.right <= window.innerWidth && dialog.scrollWidth <= dialog.clientWidth;
+        });
+        expect(fits).toBe(true);
+        expect(await page.evaluate(() => document.documentElement.scrollWidth <= window.innerWidth)).toBe(true);
+    });
+}
+
+// Review M2: on a collection page, a Save that removed the file from the open collection and then failed keeps its
+// dialog and message; the listing is read again only once the dialog closes.
+test('a partly failed Save from the side panel keeps its dialog until it closes', async ({ page, request }) => {
+    const manifest = await seed(request);
+    const { Experiments, Landscapes } = manifest.collections;
+    // experiment_01 is in both collections; Experiments sorts first, so its remove is sent before Landscapes'.
+    const [image] = (await (await request.get('/prompt_manager/images/output?mode=workspace&q=experiment_01')).json()).images;
+    const item = { root_index: image.root_index, root_scope: image.root_scope, path: image.path };
+    await expect(await request.post(`${API}/items`, { data: { collection_id: Landscapes.id, items: [item] } })).toBeOK();
+    await page.route(`**${API}/items`, route => {
+        const body = route.request().postDataJSON();
+        return route.request().method() === 'DELETE' && body.collection_id === Landscapes.id
+            ? route.fulfill({ status: 500, contentType: 'application/json', body: '{"success":false,"error":"x"}' })
+            : route.fallback();
+    });
+    await page.goto(`${workspace}#/collection/${Experiments.id}`);
+    await expect(imageCards(page)).toHaveCount(8);
+    await expect(panel(page).getByRole('heading', { level: 2 })).toHaveText('experiment_01.png');
+    await panel(page).getByRole('button', { name: 'Collections…', exact: true }).click();
+    await expect(choice(page, 'Landscapes')).toBeChecked();
+    await choice(page, 'Experiments').uncheck();
+    await choice(page, 'Landscapes').uncheck();
+    await collectionsDialog(page).getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(collectionsDialog(page).getByRole('alert')).toHaveText('The collections could not be updated. Try again.');
+    // The remove from Experiments went through; the dialog shows it and the page has not reloaded under it.
+    await expect(choice(page, 'Experiments')).not.toBeChecked();
+    await expect(choice(page, 'Landscapes')).toBeChecked();
+    await expect(imageCards(page)).toHaveCount(8);
+    await collectionsDialog(page).getByRole('button', { name: 'Cancel', exact: true }).click();
+    await expect(collectionsDialog(page)).toHaveCount(0);
+    await expect(imageCards(page)).toHaveCount(7);
+    await expect(card(page, 'collections/experiment_01.png')).toHaveCount(0);
+});

tests/browser/workspace-history.spec.mjs

@@ -495,6 +495,30 @@ test('the inline current file names its prompts apart from the frozen run fields
     expect(await exact(dialog(page).getByRole('region',{name:'Positive prompt',exact:true}).locator('p.prompt-text'))).toBe(before);
 });
 
+// #332 CUJ 5 (MC8, §5.3): History's current-file inspector reads the file's own category with the Images key rule, so
+// the inline current file and its viewer show "Portraits · this image"; current.png has two saved links, so it inherits
+// nothing and shows no chip before.
+test('the current file shows its own category with its origin in the recorded run and its viewer',async({page,request})=>{
+    const chip=scope=>scope.locator('span.chip:has(> span.chip-source)');
+    const current=dialog(page).getByRole('region',{name:'Current reported file',exact:true});
+    const viewCurrent=async()=>{await dialog(page).locator('[data-receipt]').first().getByRole('button',{name:'View current file',exact:true}).click();
+        const details=page.locator('dialog#viewer-dialog #viewer-details');await expect(details.locator('.panel-heading')).toBeVisible();return details;};
+    await open(page,page.fixture.detail_id);await marker(page,page.fixture.runs.shared).click();await expect(dialog(page).locator('[data-receipt]')).toHaveCount(5);
+    let details=await viewCurrent();await expect(details.locator('.panel-heading h2')).toBeVisible();await expect(chip(details)).toHaveCount(0);
+    await page.keyboard.press('Escape');await expect(current).toBeVisible();await expect(chip(current)).toHaveCount(0);
+    await dialog(page).getByRole('button',{name:'Close recorded run',exact:true}).click();
+    const {images}=await(await request.get('/prompt_manager/images/output?mode=workspace&subfolder=history&limit=40')).json();
+    const file=images.find(image=>image.root_index===0&&image.path==='history/current.png');
+    const put=await request.put('/prompt_manager/images/category',{data:{items:[{root_index:0,root_scope:file.root_scope,path:file.path}],category:'Portraits'}});
+    await expect(put).toBeOK();expect((await put.json()).updated).toBe(1);
+    await open(page,page.fixture.detail_id);await marker(page,page.fixture.runs.shared).click();await expect(dialog(page).locator('[data-receipt]')).toHaveCount(5);
+    details=await viewCurrent();
+    await expect(chip(details)).toHaveText('Image category: Portraits · this image');
+    await page.keyboard.press('Escape');await expect(current).toBeVisible();
+    await expect(chip(current)).toHaveText('Image category: Portraits · this image');
+    expect(await chip(current).locator('.chip-source').evaluate(node=>node.textContent)).toBe(' · this image');
+});
+
 // LI-4 (D117): the recorded history's current-file viewer is the shared full inspector, so it copies the legacy summary.
 test('the current file viewer copies its settings summary',async({page})=>{
     await page.addInitScript(()=>{window.__copied=[];Object.defineProperty(navigator,'clipboard',{configurable:true,value:{writeText:async text=>{window.__copied.push(text);}}});});

tests/browser/workspace-images.spec.mjs

@@ -569,6 +569,10 @@ test('source and folder discovery failure stays visible and Import Rescan restor
 async function staleSourceRecovery(page, request, roots) {
     await expect(await request.post('/__test__/reset', { data: { extra_images: 80 } })).toBeOK();
     await page.setViewportSize({ width: 1600, height: 1100 });
+    // #430: the page first asks the server where a stale file is now. These tests cover the manual Refresh, so the
+    // file is never found; workspace-stale-source.spec.mjs covers a renumbered file that is found again.
+    await page.route('**/prompt_manager/images/rescope', route => route.fulfill({ status: 409,
+        json: { success: false, code: 'source-changed', error: 'The source of this image changed or was removed.' } }));
     await page.goto(workspace);
     const source = refineDialog(page).getByLabel('Source', { exact: true });
     const folder = refineDialog(page).getByLabel('Folder', { exact: true });
@@ -1787,7 +1791,7 @@ test('card checkboxes select images into the concept bar and Clear empties it',
     await checkbox(first, 'same.png').check();
     await expect(bulkbar(page).locator('.bulkbar > strong')).toHaveText('1 selected');
     // D85: Add tags (the concept's) and Auto-tag selected lead the real actions.
-    await expect(barButtons(page)).toHaveText(['Add tags', 'Auto-tag selected', 'Set category', 'Export metadata', 'Clear']);
+    await expect(barButtons(page)).toHaveText(['Add tags', 'Auto-tag selected', 'Set category', 'Add to collection', 'Export metadata', 'Clear']);
     // Toggling neither opens the viewer, nor inspects, nor moves focus.
     await expect(page.locator('dialog[open]')).toHaveCount(0);
     await expect(checkbox(first, 'same.png')).toBeFocused();
@@ -1988,70 +1992,286 @@ test('Export metadata downloads nothing when no image can be read', async ({ pag
     await expect(bulkbar(page).locator('.bulkbar > strong')).toHaveText('2 selected');
 });
 
-// #249 D8 follow-up (image selection, Task 3): Set category sets the linked positives' category (app.js simpleInput).
+// #332 (D140, MC6, MC7): Set category writes each selected image's own category (PUT /prompt_manager/images/category);
+// "Use prompt category" removes it after a confirmation (DELETE). It never writes a prompt: Images no longer posts
+// /prompt_manager/bulk/category (#259's prompt action is retired from Images).
 const categoryButton = page => bulkbar(page).getByRole('button', { name: 'Set category', exact: true });
 const categoryDialog = page => page.getByRole('dialog', { name: 'Categorize selected images', exact: true });
-const categoryRoute = '**/prompt_manager/bulk/category';
-/** Unlink the input root's card by deleting its prompt; returns the output card's positive id. */
-async function unlinkInputCard(request) {
-    const { images } = await (await request.get('/prompt_manager/images/output?mode=workspace')).json();
-    const byKey = Object.fromEntries(images.map(image => [`${image.root_index}:${image.path}`, image]));
-    const [output, input] = [byKey['0:shared/same.png'], byKey['1:shared/same.png']];
-    expect([output.linked.status, input.linked.status]).toEqual(['linked', 'linked']);
-    await expect(await request.delete(`/prompt_manager/delete/${input.linked.positive_id}`)).toBeOK();
-    return output.linked.positive_id;
+const removeDialog = page => page.getByRole('dialog', { name: 'Use prompt category', exact: true });
+const categoryFilter = page => page.getByRole('combobox', { name: 'Filter by category', exact: true });
+const categoryRoute = '**/prompt_manager/images/category';
+const IMAGE_CATEGORY = '/prompt_manager/images/category';
+const cardOf = (page, key) => page.locator(`article[data-image-key="${key}"]`);
+const keyOf = image => `${image.root_index}:${image.path}`;
+const cardKeys = page => cards(page).evaluateAll(nodes => nodes.map(node => node.dataset.imageKey).sort());
+// The four outputs of "Cat portrait" (CUJ 1's batch); the input root's same.png is linked to "Dog landscape".
+const BATCH = ['0:bulk/0000.png', '0:bulk/0001.png', '0:bulk/0002.png', '0:shared/same.png'];
+/** Every category write the page sends, Images' own route and #259's prompt route alike. */
+function categoryWrites(page) {
+    const writes = [];
+    page.on('request', item => {
+        const path = new URL(item.url()).pathname;
+        if (item.method() === 'GET' || !['/prompt_manager/images/category', '/prompt_manager/bulk/category'].includes(path)) return;
+        writes.push({ method: item.method(), path, body: item.postDataJSON() });
+    });
+    return writes;
+}
+async function listedImages(request, query = '') {
+    const response = await request.get(`/prompt_manager/images/output?mode=workspace&limit=40${query}`);
+    await expect(response).toBeOK();
+    return (await response.json()).images;
+}
+async function targetsOf(request, keys) {
+    const images = await listedImages(request);
+    return keys.map(key => {
+        const image = images.find(item => keyOf(item) === key);
+        return { root_index: image.root_index, root_scope: image.root_scope, path: image.path };
+    });
+}
+async function putOwnCategory(request, keys, category) {
+    const response = await request.put(IMAGE_CATEGORY, { data: { items: await targetsOf(request, keys), category } });
+    await expect(response).toBeOK();
+}
+const filteredKeys = async (request, category) => (await listedImages(request, `&category=${encodeURIComponent(category)}`)).map(keyOf).sort();
+async function positiveOf(request, id) {
+    const response = await request.get(`/prompt_manager/library/${id}`);
+    await expect(response).toBeOK();
+    const { positive } = await response.json();
+    return { id: positive.id, text: positive.text, category: positive.category };
+}
+/** CUJ 1's Given: four images linked to the positive "Cat portrait", whose category is "Landscapes". */
+async function seedBatch(request) {
+    await expect(await request.post('/__test__/reset', { data: { extra_images: 3 } })).toBeOK();
+    const response = await request.post('/prompt_manager/save', { data: { text: 'Cat portrait', category: 'Landscapes' } });
+    await expect(response).toBeOK();
+    const id = (await response.json()).prompt_id;
+    expect(await filteredKeys(request, 'Landscapes')).toEqual(BATCH);
+    return id;
+}
+async function openSetCategory(page) {
+    await categoryButton(page).click();
+    await expect(categoryDialog(page)).toBeVisible();
+    return categoryDialog(page);
+}
+async function applyCategory(page, category) {
+    const dialog = await openSetCategory(page);
+    await dialog.getByLabel('Category', { exact: true }).fill(category);
+    await dialog.getByRole('button', { name: 'Apply', exact: true }).click();
+    await expect(dialog).toBeHidden();
 }
 
-test('Set category applies the category to the linked positives and the category filter then matches', async ({ page, request }) => {
-    const outputPositive = await unlinkInputCard(request);
+test('Set category overrides one image of a batch and never writes its prompt (#332 CUJ 1)', async ({ page, request }) => {
+    const positiveId = await seedBatch(request);
+    const before = await positiveOf(request, positiveId);
+    const writes = categoryWrites(page);
     await page.goto(workspace);
-    await checkBoth(page);
-    const opener = categoryButton(page);
-    await opener.click();
-    const dialog = categoryDialog(page);
-    await expect(dialog).toBeVisible();
-    // The concept's simpleInput: one field and Cancel / Apply (primary).
+    await expect(cards(page)).toHaveCount(5);
+    await checkbox(cardOf(page, '0:bulk/0001.png'), '0001.png').check();
+    const dialog = await openSetCategory(page);
+    // The concept's simpleInput plus "Use prompt category" between Cancel and Apply (primary).
     await expect(dialog.locator('#modal-body > .field > label[for="action-input"]')).toHaveText('Category');
     await expect(dialog.locator('#modal-body > .field > input#action-input')).toHaveValue('');
-    await expect(dialog.locator('#modal-body > .dialog-actions > button')).toHaveText(['Cancel', 'Apply']);
+    await expect(dialog.locator('#modal-body > .dialog-actions > button')).toHaveText(['Cancel', 'Use prompt category', 'Apply']);
     await expect(dialog.getByRole('button', { name: 'Apply', exact: true })).toHaveClass(/ca-primary/);
     await expect(dialog.getByLabel('Category', { exact: true })).toBeFocused();
+    await expect(dialog.getByLabel('Category', { exact: true })).toHaveAttribute('maxlength', '100');
     // An empty value applies nothing and keeps the dialog open.
-    const posts = [];
-    page.on('request', item => { if (item.method() === 'POST' && item.url().endsWith('/prompt_manager/bulk/category')) posts.push(item.postDataJSON()); });
     await dialog.getByRole('button', { name: 'Apply', exact: true }).click();
     await expect(dialog).toBeVisible();
-    await dialog.getByLabel('Category', { exact: true }).fill('  Landscapes ');
+    await dialog.getByLabel('Category', { exact: true }).fill('  Portraits ');
     const listings = [];
     page.on('request', item => { if (imagePages(new URL(item.url()))) listings.push(item.url()); });
     await dialog.getByRole('button', { name: 'Apply', exact: true }).click();
     await expect(dialog).toBeHidden();
-    await expect(toast(page)).toHaveText('Category set on 1 prompt. 1 selected image had no linked prompt and was skipped.');
-    expect(posts).toEqual([{ prompt_ids: [outputPositive], category: 'Landscapes' }]);
+    await expect(toast(page)).toHaveText('Category “Portraits” set on 1 image.');
+    expect(writes).toEqual([{ method: 'PUT', path: IMAGE_CATEGORY,
+        body: { items: await targetsOf(request, ['0:bulk/0001.png']), category: 'Portraits' } }]);
     // The listing and the category options reload; the reload clears the selection.
     await expect.poll(() => listings.length).toBeGreaterThan(0);
     await expect(bulkbar(page)).toBeEmpty();
-    await expect(page.locator('#workspace-main h1')).toBeFocused();
-    await expect(cards(page).getByRole('checkbox', { checked: true })).toHaveCount(0);
-    const filter = page.getByRole('combobox', { name: 'Filter by category', exact: true });
-    await expect(filter.locator('option')).toContainText(['Landscapes']);
-    await filter.selectOption('Landscapes');
+    await expect(categoryFilter(page).locator('option')).toHaveText(['All categories', 'Landscapes', 'Portraits']);
+    await categoryFilter(page).selectOption('Portraits');
     await expect(cards(page)).toHaveCount(1);
-    await expect(cards(page)).toHaveAttribute('data-image-key', '0:shared/same.png');
+    await expect(cards(page)).toHaveAttribute('data-image-key', '0:bulk/0001.png');
+    await categoryFilter(page).selectOption('Landscapes');
+    await expect(cards(page)).toHaveCount(3);
+    expect(await cardKeys(page)).toEqual(BATCH.filter(key => key !== '0:bulk/0001.png'));
+    // The prompt keeps its category: only the image carries "Portraits".
+    expect(await positiveOf(request, positiveId)).toEqual(before);
+    expect(before.category).toBe('Landscapes');
+    expect(writes.filter(write => write.path === '/prompt_manager/bulk/category')).toEqual([]);
 });
 
-test('Set category without a linked image posts nothing and opens no dialog', async ({ page, request }) => {
-    await unlinkInputCard(request);
+test('Set category categorizes unlinked images and lists the value in the toolbar and the suggestions (#332 CUJ 2)', async ({ page, request }) => {
+    // Unlink both images by deleting their prompts.
+    for (const image of await listedImages(request)) {
+        await expect(await request.delete(`/prompt_manager/delete/${image.linked.positive_id}`)).toBeOK();
+    }
+    expect((await listedImages(request)).filter(image => image.linked.status === 'linked')).toEqual([]);
+    const writes = categoryWrites(page);
     await page.goto(workspace);
+    await checkBoth(page);
+    await applyCategory(page, 'Scans');
+    await expect(toast(page)).toHaveText('Category “Scans” set on 2 images.');
+    expect(writes).toEqual([{ method: 'PUT', path: IMAGE_CATEGORY,
+        body: { items: await targetsOf(request, ['0:shared/same.png', '1:shared/same.png']), category: 'Scans' } }]);
+    await expect(categoryFilter(page).locator('option')).toHaveText(['All categories', 'Scans']);
+    await categoryFilter(page).selectOption('Scans');
     await expect(cards(page)).toHaveCount(2);
-    let posted = 0;
-    await page.route(categoryRoute, route => { posted += 1; return route.continue(); });
-    await checkbox(cards(page).last(), 'same.png').check();
-    await categoryButton(page).click();
-    await expect(toast(page)).toHaveText("None of the selected images is linked to a saved prompt, so there is no prompt category to set.");
+    expect(await cardKeys(page)).toEqual(['0:shared/same.png', '1:shared/same.png']);
+    // The field suggests the toolbar's categories through its own datalist.
+    await checkbox(cards(page).first(), 'same.png').check();
+    const dialog = await openSetCategory(page);
+    await expect(dialog.getByLabel('Category', { exact: true })).toHaveAttribute('list', 'workspace-input-suggestions');
+    expect(await dialog.locator('datalist#workspace-input-suggestions option').evaluateAll(nodes => nodes.map(node => node.value))).toEqual(['Scans']);
+    await dialog.getByRole('button', { name: 'Cancel', exact: true }).click();
     await expect(page.locator('dialog[open]')).toHaveCount(0);
-    expect(posted).toBe(0);
-    await expect(bulkbar(page).locator('.bulkbar > strong')).toHaveText('1 selected');
+    expect(writes).toHaveLength(1);
+});
+
+test('Use prompt category removes the own category only after Remove in its confirmation (#332 CUJ 3)', async ({ page, request }) => {
+    const positiveId = await seedBatch(request);
+    await putOwnCategory(request, ['0:bulk/0001.png'], 'Portraits');
+    const writes = categoryWrites(page);
+    await page.goto(workspace);
+    await expect(cards(page)).toHaveCount(5);
+    await expect(categoryFilter(page).locator('option')).toHaveText(['All categories', 'Landscapes', 'Portraits']);
+    await checkbox(cardOf(page, '0:bulk/0001.png'), '0001.png').check();
+    // Cancel in the confirmation sends nothing and keeps the selection.
+    await (await openSetCategory(page)).getByRole('button', { name: 'Use prompt category', exact: true }).click();
+    await expect(categoryDialog(page)).toHaveCount(0);
+    const confirm = removeDialog(page);
+    await expect(confirm).toBeVisible();
+    await expect(confirm.locator('p').first()).toHaveText("Remove the image category from the 1 selected image? Each one then shows its prompt's category, or none if it has no linked prompt. This cannot be undone.");
+    await expect(confirm.locator('.dialog-actions > button')).toHaveText(['Cancel', 'Remove']);
+    await expect(confirm.getByRole('button', { name: 'Remove', exact: true })).toHaveClass(/danger/);
+    await expect(confirm.getByRole('button', { name: 'Cancel', exact: true })).toBeFocused();
+    await confirm.getByRole('button', { name: 'Cancel', exact: true }).click();
+    await expect(page.locator('dialog[open]')).toHaveCount(0);
+    await expect(selectedCount(page)).toHaveText('1 selected');
+    expect(writes).toEqual([]);
+    expect(await filteredKeys(request, 'Portraits')).toEqual(['0:bulk/0001.png']);
+    // Remove sends exactly one DELETE naming the selected image.
+    await (await openSetCategory(page)).getByRole('button', { name: 'Use prompt category', exact: true }).click();
+    await removeDialog(page).getByRole('button', { name: 'Remove', exact: true }).click();
+    await expect(toast(page)).toHaveText('Removed the image category from 1 image.');
+    expect(writes).toEqual([{ method: 'DELETE', path: IMAGE_CATEGORY, body: { items: await targetsOf(request, ['0:bulk/0001.png']) } }]);
+    await expect(bulkbar(page)).toBeEmpty();
+    // The image shows its prompt's category again: "Landscapes" lists all four, and "Portraits" is gone.
+    await expect(categoryFilter(page).locator('option')).toHaveText(['All categories', 'Landscapes']);
+    await categoryFilter(page).selectOption('Landscapes');
+    await expect(cards(page)).toHaveCount(4);
+    expect(await cardKeys(page)).toEqual(BATCH);
+    expect((await positiveOf(request, positiveId)).category).toBe('Landscapes');
+});
+
+test('a saved view filtered by a category lists an image categorized after it was saved (#332 CUJ 8)', async ({ page, request }) => {
+    await seedBatch(request);
+    await putOwnCategory(request, ['0:bulk/0001.png'], 'Portraits');
+    await page.goto(workspace);
+    await categoryFilter(page).selectOption('Portraits');
+    await expect(cards(page)).toHaveCount(1);
+    await page.locator('#workspace-main search.toolbar').getByRole('button', { name: 'Save view', exact: true }).click();
+    const save = page.getByRole('dialog', { name: 'Save this view', exact: true });
+    await save.getByRole('textbox', { name: 'View name', exact: true }).fill('Portraits');
+    await save.getByRole('button', { name: 'Save', exact: true }).click();
+    await expect(toast(page)).toHaveText('Saved view added to the sidebar.');
+    // Another image gets "Portraits" through Set category.
+    await categoryFilter(page).selectOption('');
+    await expect(cards(page)).toHaveCount(5);
+    await checkbox(cardOf(page, '0:bulk/0002.png'), '0002.png').check();
+    await applyCategory(page, 'Portraits');
+    await expect(toast(page)).toHaveText('Category “Portraits” set on 1 image.');
+    // Reopening the view lists both.
+    await page.getByRole('navigation', { name: 'Saved views', exact: true }).getByRole('link', { name: 'Portraits', exact: true }).click();
+    await expect(page.locator('#workspace-main h1')).toHaveText('Portraits');
+    await expect(categoryFilter(page)).toHaveValue('Portraits');
+    await expect(cards(page)).toHaveCount(2);
+    expect(await cardKeys(page)).toEqual(['0:bulk/0001.png', '0:bulk/0002.png']);
+});
+
+test('at 390px in light theme the Set category dialog and the category chip fit (#332 CUJ 10)', async ({ page, request }) => {
+    const LONG = 'Portraits taken on a phone at the end of a long walk through the old harbour at dusk';
+    await page.addInitScript(() => { try { localStorage.setItem('pm_workspace_theme', 'light'); } catch { /* the default theme */ } });
+    await page.setViewportSize({ width: 390, height: 844 });
+    await seedBatch(request);
+    await putOwnCategory(request, ['0:bulk/0001.png'], LONG);
+    await page.goto(workspace);
+    await expect(cards(page)).toHaveCount(5);
+    await expect(page.locator('html')).toHaveCSS('color-scheme', 'light');
+    const card = cardOf(page, '0:bulk/0001.png');
+    // The chip wraps inside the side panel; its origin never splits.
+    await card.getByRole('button', { name: 'Inspect 0001.png', exact: true }).click();
+    const chip = details(page).locator('span.chip', { has: page.locator('span.chip-source') });
+    await expect(chip).toHaveText(`Image category: ${LONG} · this image`);
+    const fit = await chip.evaluate(node => {
+        const panel = node.closest('aside, [role="complementary"]').getBoundingClientRect(), box = node.getBoundingClientRect();
+        const source = node.querySelector('.chip-source');
+        const line = parseFloat(getComputedStyle(source).lineHeight) || source.getBoundingClientRect().height;
+        return { inside: box.left >= panel.left - 0.5 && box.right <= panel.right + 0.5, sourceLines: source.getClientRects().length,
+            wrapped: box.height > line * 1.5, pageScroll: document.documentElement.scrollWidth - window.innerWidth };
+    });
+    expect(fit).toEqual({ inside: true, sourceLines: 1, wrapped: true, pageScroll: 0 });
+    // The dialog fits the width with no horizontal scroll, and its three buttons wrap without overlap.
+    await checkbox(card, '0001.png').check();
+    const dialog = await openSetCategory(page);
+    const geometry = await dialog.evaluate(node => {
+        const box = node.getBoundingClientRect();
+        const buttons = [...node.querySelectorAll('.dialog-actions > button')].map(button => button.getBoundingClientRect())
+            .map(({ left, right, top, bottom }) => ({ left, right, top, bottom }));
+        const overlaps = buttons.some((a, i) => buttons.some((b, j) => j > i && a.left < b.right && b.left < a.right && a.top < b.bottom && b.top < a.bottom));
+        const scrollers = [node, ...node.querySelectorAll('*')].filter(item => item.scrollWidth > item.clientWidth + 1 && getComputedStyle(item).overflowX !== 'visible');
+        return { fits: box.left >= 0 && box.right <= window.innerWidth, scrollers: scrollers.length, count: buttons.length, overlaps,
+            inside: buttons.every(b => b.left >= box.left && b.right <= box.right), pageScroll: document.documentElement.scrollWidth - window.innerWidth };
+    });
+    expect(geometry).toEqual({ fits: true, scrollers: 0, count: 3, overlaps: false, inside: true, pageScroll: 0 });
+});
+
+test('Set category of more than 500 images says so before any dialog or request (#332)', async ({ page, request }) => {
+    await page.route(url => url.pathname === '/prompt_manager/images/output' && url.searchParams.get('limit') !== '1', async route => {
+        const response = await route.fetch();
+        const body = await response.json();
+        await route.fulfill({ response, json: { ...body, total: 501 } });
+    });
+    await bulkReset(page, request);
+    await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
+    await page.keyboard.press('ControlOrMeta+a');
+    await bulkbar(page).getByRole('button', { name: 'Select all 501 matching', exact: true }).click();
+    await expect(selectedCount(page)).toHaveText('All 501 matching selected');
+    const writes = categoryWrites(page);
+    await categoryButton(page).click();
+    await expect(toast(page)).toHaveText('Select at most 500 images.');
+    await expect(page.locator('dialog[open]')).toHaveCount(0);
+    expect(writes).toEqual([]);
+    await expect(selectedCount(page)).toHaveText('All 501 matching selected');
+});
+
+test('a changed source says so and reloads the listing (#332)', async ({ page }) => {
+    await page.goto(workspace);
+    await checkBoth(page);
+    await page.route(categoryRoute, route => route.fulfill({ status: 409,
+        json: { success: false, code: 'source-changed', error: 'The output sources changed. Refresh the images and try again.' } }));
+    const reloaded = page.waitForRequest(item => imagePages(new URL(item.url())));
+    await applyCategory(page, 'Landscapes');
+    await expect(toast(page)).toHaveText('The sources changed. Refresh the images and try again.');
+    await reloaded;
+    await expect(cards(page)).toHaveCount(2);
+    // The reload hides the bar with Set category in it: focus moves to the page heading, as after a success.
+    await expect(page.locator('#workspace-main h1')).toBeFocused();
+});
+
+test('a recipe-linked image is listed under its recipe\'s category (#332 D142)', async ({ page, request }) => {
+    await expect(await request.post('/__test__/reset', { data: { native_library: true } })).toBeOK();
+    await page.goto(workspace);
+    await expect(cards(page)).toHaveCount(3);
+    await expect(categoryFilter(page).locator('option')).toHaveText(['All categories', 'Animals', 'Experiments', 'Portraits']);
+    // The output same.png is linked to recipe "Portrait variant 1" (Portraits), the input copy to variant 2 (Experiments);
+    // only the image without a recipe shows its positive's "Animals".
+    for (const [category, keys] of [['Portraits', ['0:shared/same.png']], ['Experiments', ['1:shared/same.png']], ['Animals', ['0:legacy-unassigned.png']]]) {
+        await categoryFilter(page).selectOption(category);
+        await expect(cards(page)).toHaveCount(keys.length);
+        expect(await cardKeys(page)).toEqual(keys);
+    }
 });
 
 test('Set category reports a failure, keeps the selection and ignores a second press while it runs', async ({ page }) => {
@@ -2059,9 +2279,7 @@ test('Set category reports a failure, keeps the selection and ignores a second p
     await checkBoth(page);
     const held = [];
     await page.route(categoryRoute, route => { held.push(route); });
-    await categoryButton(page).click();
-    await categoryDialog(page).getByLabel('Category', { exact: true }).fill('Landscapes');
-    await categoryDialog(page).getByRole('button', { name: 'Apply', exact: true }).click();
+    await applyCategory(page, 'Landscapes');
     await expect.poll(() => held.length).toBe(1);
     await expect(categoryButton(page)).toHaveAttribute('aria-disabled', 'true');
     // Playwright waits on an aria-disabled control, so the second press is a dispatched click.
@@ -2098,14 +2316,12 @@ test('leaving Images during Set category finishes the write, and the return relo
     await checkBoth(page);
     const held = [];
     await page.route(categoryRoute, route => { held.push(route); });
-    await categoryButton(page).click();
-    await categoryDialog(page).getByLabel('Category', { exact: true }).fill('Landscapes');
-    await categoryDialog(page).getByRole('button', { name: 'Apply', exact: true }).click();
+    await applyCategory(page, 'Landscapes');
     await expect.poll(() => held.length).toBe(1);
     await page.evaluate(() => { window.location.hash = '/overview'; });
     await expect(page.locator('#workspace-main h1')).toHaveText('Overview');
     // The write is not aborted with the page: the server still receives and answers it.
-    const answered = page.waitForResponse(response => response.url().endsWith('/prompt_manager/bulk/category'));
+    const answered = page.waitForResponse(response => new URL(response.url()).pathname === IMAGE_CATEGORY);
     await held[0].continue();
     expect((await answered).ok()).toBe(true);
     await page.evaluate(() => new Promise(resolve => setTimeout(resolve, 150)));
@@ -2116,23 +2332,25 @@ test('leaving Images during Set category finishes the write, and the return relo
     await expect(cards(page)).toHaveCount(2);
     await expect(bulkbar(page)).toBeEmpty();
     await expect(cards(page).getByRole('checkbox', { checked: true })).toHaveCount(0);
-    await expect(page.getByRole('combobox', { name: 'Filter by category', exact: true }).locator('option')).toContainText(['Landscapes']);
+    await expect(categoryFilter(page).locator('option')).toContainText(['Landscapes']);
 });
 
-test('Set category limits the field to the server length, shows the server count, and a rejection keeps the selection', async ({ page }) => {
+test('Set category shows the server counts and coded refusals, and a rejection keeps the selection', async ({ page }) => {
     await page.goto(workspace);
     await checkBoth(page);
     const answers = [
         { status: 400, json: { success: false, error: 'Category cannot exceed 100 characters' } },
-        { status: 200, json: { success: true, updated_count: 0 } },
+        { status: 404, json: { success: false, code: 'files-not-found', error: 'None of the images could be found.' } },
+        { status: 200, json: { success: true, category: 'Landscapes', updated: 1, unchanged: 0, not_found: 1 } },
     ];
     await page.route(categoryRoute, route => route.fulfill(answers.shift()));
-    for (const expected of ['Category could not be set. Try again.', 'Category set on 0 prompts.']) {
-        await categoryButton(page).click();
-        const field = categoryDialog(page).getByLabel('Category', { exact: true });
-        await expect(field).toHaveAttribute('maxlength', '100');
-        await field.fill('Landscapes');
-        await categoryDialog(page).getByRole('button', { name: 'Apply', exact: true }).click();
+    for (const expected of ['Category could not be set. Try again.',
+        'None of the selected images could be found. Refresh the images and try again.',
+        'Category “Landscapes” set on 1 image. 1 could not be found.']) {
+        const dialog = await openSetCategory(page);
+        await expect(dialog.getByLabel('Category', { exact: true })).toHaveAttribute('maxlength', '100');
+        await dialog.getByLabel('Category', { exact: true }).fill('Landscapes');
+        await dialog.getByRole('button', { name: 'Apply', exact: true }).click();
         await expect(toast(page)).toHaveText(expected);
         if (answers.length) await expect(bulkbar(page).locator('.bulkbar > strong')).toHaveText('2 selected');
     }
@@ -2381,24 +2599,20 @@ test('all matching sets the category through the listing filter and survives a r
     // Export metadata waits for loaded images: a press does nothing.
     const exportButton = bulkbar(page).getByRole('button', { name: 'Export metadata', exact: true });
     await expect(exportButton).toHaveAttribute('title', 'Export metadata reads each image in the browser, so it works on loaded images only.');
-    // No match linked (a stubbed answer): the nothing-linked sentence, and the selection stays.
-    await page.route('**/prompt_manager/bulk/category', route => route.fulfill({ json: { success: true, updated_count: 0, prompt_count: 0, skipped: 202 } }), { times: 1 });
-    const categorize = page.getByRole('dialog', { name: 'Categorize selected images', exact: true });
-    await bulkbar(page).getByRole('button', { name: 'Set category', exact: true }).click();
-    await categorize.getByRole('textbox', { name: 'Category', exact: true }).fill('Bulk392');
-    await categorize.getByRole('button', { name: 'Apply', exact: true }).click();
-    await expect(toast(page)).toHaveText("None of the selected images is linked to a saved prompt, so there is no prompt category to set.");
+    // No match listed any more (a stubbed answer): the not-found sentence, and the selection stays.
+    await page.route(categoryRoute, route => route.fulfill({ status: 404, json: { success: false, code: 'files-not-found', error: 'None of the images could be found.' } }), { times: 1 });
+    await applyCategory(page, 'Bulk392');
+    await expect(toast(page)).toHaveText('None of the selected images could be found. Refresh the images and try again.');
     await expect(selectedCount(page)).toHaveText('All 202 matching selected');
-    // The real write: one request with the filter, every matching image's positive changes.
-    await bulkbar(page).getByRole('button', { name: 'Set category', exact: true }).click();
-    await categorize.getByRole('textbox', { name: 'Category', exact: true }).fill('Bulk392');
-    const posted = page.waitForRequest(item => item.method() === 'POST' && new URL(item.url()).pathname === '/prompt_manager/bulk/category');
-    await categorize.getByRole('button', { name: 'Apply', exact: true }).click();
-    expect((await posted).postDataJSON()).toEqual({ images_filter: { sort: 'newest' }, category: 'Bulk392' });
-    await expect(toast(page)).toHaveText(/^Category set on \d+ prompts?\.$/);
+    // The real write: one PUT with the listing filter sets every matching image's own category; no prompt changes.
+    const writes = categoryWrites(page);
+    await applyCategory(page, 'Bulk392');
+    await expect(toast(page)).toHaveText('Category “Bulk392” set on 202 images.');
+    expect(writes).toEqual([{ method: 'PUT', path: IMAGE_CATEGORY, body: { filter: { sort: 'newest' }, category: 'Bulk392' } }]);
     await expect(bulkbar(page)).toBeEmpty();
     const filtered = await (await request.get('/prompt_manager/images/output?mode=workspace&limit=1&category=Bulk392')).json();
     expect(filtered.total).toBe(202);
+    expect((await (await request.get('/prompt_manager/library/options')).json()).categories).not.toContain('Bulk392');
     // A return visit keeps "all matching" as the loaded images, and the offer shows again.
     await cardAt(page, 0).getByRole('button', { name: /^Open / }).focus();
     await page.keyboard.press('ControlOrMeta+a');
@@ -2426,10 +2640,12 @@ test('all matching over 10,000 images says so before any dialog or request', asy
     await bulkbar(page).getByRole('button', { name: 'Select all 20,002 matching', exact: true }).click();
     await expect(selectedCount(page)).toHaveText('All 20,002 matching selected');
     let posted = 0;
-    page.on('request', item => { if (item.method() === 'POST') posted += 1; });
-    for (const action of ['Set category', 'Add tags', 'Auto-tag selected']) {
+    page.on('request', item => { if (item.method() !== 'GET') posted += 1; });
+    // Set category names at most 500 images (#332); the tagging jobs take up to 10,000.
+    for (const [action, sentence] of [['Set category', 'Select at most 500 images.'], ['Add tags', 'Narrow the view to at most 10,000 images.'],
+        ['Auto-tag selected', 'Narrow the view to at most 10,000 images.']]) {
         await bulkbar(page).getByRole('button', { name: action, exact: true }).click();
-        await expect(toast(page)).toHaveText('Narrow the view to at most 10,000 images.');
+        await expect(toast(page)).toHaveText(sentence);
         await expect(page.locator('dialog[open]')).toHaveCount(0);
     }
     expect(posted).toBe(0);

tests/browser/workspace-library-editor.spec.mjs

@@ -1,7 +1,7 @@
 import {writeFile} from 'node:fs/promises';
 import {startCoverage,saveCoverage} from '../../tools/vendor/browser-coverage.mjs';
 import {test,expect} from './fixtures.mjs';
-import {armUnseenRestores,unseenRestore} from './unseen-restore.mjs';
+import {armUnseenRestores,unseenRestore,followRestore,SEEN_RESTORE_PILL,SEEN_RESTORE_TOAST} from './unseen-restore.mjs';
 import {captureCanonicalState} from './history-canonical-comparison.mjs';
 import {inventoryOf,mapConcept,diffInventory} from './library-editor-canonical-comparison.mjs';
 
@@ -454,6 +454,37 @@ async function leaveAndReturn(page,id) {
 }
 const laneLabel=(page,text)=>variantsPanel(page).locator('.variant-lane').filter({hasText:text});
 
+// #415: a restore the page sees finish while New prompt is open keeps the dialog and its entries; the Library is shown
+// again from the restored data only once the dialog has closed.
+test('a restore seen finishing keeps New prompt open and reloads the Library after it closes',async({page,request})=>{
+    const f=page.fixture;const snapshot=await request.get('/__test__/library-editor/snapshot');await expect(snapshot).toBeOK();
+    const buffer=await snapshot.body();
+    const current=await detail(request,f.positive_id,'active');
+    await expect(await request.patch(`/prompt_manager/library/${f.positive_id}`,{data:{expected_epoch:current.library_epoch,if_match:current.positive.edit_token,metadata:{title:'Retitled elsewhere'}}})).toBeOK();
+    const restoreRun=await followRestore(page);
+    await page.goto(`${workspace}#/library`);const card=page.locator(`article[data-prompt-id="${f.positive_id}"]`);
+    await expect(card).toContainText('Retitled elsewhere');
+    await expect(page.locator('#activity-pill')).toHaveAttribute('href',SEEN_RESTORE_PILL);
+    await headingActions(page).getByRole('button',{name:'+ New prompt',exact:true}).click();
+    const dialog=editorDialog(page);await expect(dialog.getByRole('heading',{name:'New prompt',exact:true})).toBeVisible();await ready(dialog);
+    await field(dialog,'Title').fill('Typed before restore');await field(dialog,'Positive prompt').fill('A prompt typed while storage was restored');
+    await expect(await request.post('/prompt_manager/restore',{multipart:{database_file:{name:'editor.db',mimeType:'application/octet-stream',buffer}}})).toBeOK();
+    page.writes.length=0;
+    await restoreRun.finish();
+    await expect(toast(page)).toHaveText(SEEN_RESTORE_TOAST);
+    await expect(dialog).toBeVisible();
+    await expect(field(dialog,'Title')).toHaveValue('Typed before restore');
+    await expect(field(dialog,'Positive prompt')).toHaveValue('A prompt typed while storage was restored');
+    await expect(card).toContainText('Retitled elsewhere');
+    await button(dialog,'Save').click();
+    await expect(note(dialog)).toHaveText('Prompt storage was restored since this dialog opened. Nothing was saved.');
+    await expect(button(dialog,'Save')).toBeDisabled();expect(page.writes).toHaveLength(1);
+    await button(dialog,'Cancel').click();await expect(dialog).toHaveCount(0);
+    await expect(card).not.toContainText('Retitled elsewhere');await expect(card).toContainText('Editor portrait');
+    await expect(page.locator('#workspace-main h1')).toBeFocused();
+    expect(page.writes).toHaveLength(1);
+});
+
 test('library heading offers Export then + New prompt, and New opens the saved prompt history',async({page,request})=>{
     await page.goto(`${workspace}#/library`);await expect(page.locator('article[data-prompt-id]').first()).toBeVisible();
     const actions=headingActions(page).locator('button');

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

@@ -23,7 +23,7 @@ const heading = page => main(page).getByRole('heading', { level: 1 });
 const saveDialog = page => page.getByRole('dialog', { name: 'Save this view', exact: true });
 const refineDialog = page => page.getByRole('dialog', { name: 'Refine this view', exact: true });
 const toast = page => page.locator('#workspace-toast');
-const IMAGE_DEFAULTS = { q: '', category: '', sort: 'newest', source: 'all', folder: '', media: 'all', tags: [], favorites: false };
+const IMAGE_DEFAULTS = { q: '', category: '', sort: 'newest', source: 'all', folder: '', media: 'all', tags: [], favorites: false, collection: '' };
 
 async function refine(page, values) {
     await filtersButton(page).click();
@@ -73,7 +73,8 @@ test('Save view saves the Images toolbar and Refine filters, and its sidebar row
     await page.goto(`${workspace}#/images`);
     await expect(imageCards(page)).toHaveCount(2);
     // The concept's sidebar group: SAVED VIEWS without its PROPOSED badge (D49), empty until a view is saved.
-    await expect(page.locator('aside.sidebar .sidebar-label')).toHaveText(['WORKSPACE', 'SAVED VIEWS']);
+    // D136: the COLLECTIONS label stays hidden while no collection is listed.
+    await expect(page.locator('aside.sidebar .sidebar-label:not([hidden])')).toHaveText(['WORKSPACE', 'SAVED VIEWS']);
     await expect(viewRows(page)).toHaveCount(0);
 
     await search(page).fill('dogs');

tests/browser/workspace-stale-source.spec.mjs

@@ -0,0 +1,236 @@
+// #430: an open workspace page whose sources changed under it. A ComfyUI restart no longer changes any scope (the
+// key is persisted, see tests/test_api_workspace_restart.py); what is left is a real source change. Renumbered
+// sources (`/__test__/sources/reverse`) are found again: the Tag image dialog stays open on its file and works, and
+// the panel keeps the file. A scope that cannot be mapped (`/__test__/scope-key/rotate`, a lost key) blocks Generate
+// and Save visibly, says why beside them and offers Refresh. Both commands are undone by every reset.
+import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
+import { test, expect } from './fixtures.mjs';
+
+const images = '/prompt_manager/workspace#/images';
+const FIRST = 'tagging/dunes_00001.png', SECOND = 'tagging/dunes_00002.png';
+const SOURCE_CHANGED = 'The source changed. Refresh the image collection before tagging this file.';
+const card = (page, path, root = 0) => page.locator(`article[data-image-key="${root}:${path}"]`);
+const cards = page => page.locator('.gallery-body article[data-image-key]');
+const tagButton = (page, path, root = 0) => card(page, path, root).getByRole('button', { name: `Tag or auto-tag ${path.split('/').pop()}`, exact: true });
+const infoButton = (page, path, root = 0) => card(page, path, root).getByRole('button', { name: `Inspect ${path.split('/').pop()}`, exact: true });
+const dialog = page => page.getByRole('dialog', { name: 'Tag image', exact: true });
+const manual = page => dialog(page).getByRole('textbox', { name: 'Image tags · edit manually', exact: true });
+const generate = page => dialog(page).getByRole('button', { name: 'Generate suggestions', exact: true });
+const primary = page => dialog(page).locator('.dialog-actions .ca-primary');
+const notice = page => dialog(page).locator('.dialog-actions > .tag-action-notice');
+const status = page => dialog(page).locator('#tag-generation-status');
+const chips = page => dialog(page).locator('#tag-suggestions .chip.tag-suggestion');
+const panel = page => page.getByRole('complementary', { name: 'Selected image details', exact: true });
+const toast = page => page.locator('#workspace-toast');
+const answered = (page, suffix, method = 'POST') => page.waitForResponse(item => new URL(item.url()).pathname.endsWith(suffix) && item.request().method() === method);
+
+test.beforeEach(async ({ page, request, browserName }) => {
+    await startCoverage(page, browserName);
+    await expect(await request.post('/__test__/tagging/reset', { data: {} })).toBeOK();
+    page.staleErrors = [];
+    page.on('pageerror', error => page.staleErrors.push(error.message));
+});
+test.afterEach(async ({ page, request, browserName }) => {
+    await saveCoverage(page, browserName);
+    expect(page.staleErrors).toEqual([]);
+    // The next spec file starts on the standard sources and key.
+    await expect(await request.post('/__test__/tagging/reset', { data: {} })).toBeOK();
+});
+
+async function openTag(page, path = FIRST, root = 0) {
+    const observed = answered(page, '/image-annotations/observe');
+    await tagButton(page, path, root).click();
+    await expect(dialog(page)).toBeVisible();
+    return observed;
+}
+async function savedTags(request, path, root) {
+    const listing = await (await request.get('/prompt_manager/images/output?mode=workspace&limit=40')).json();
+    const item = listing.images.find(image => image.path === path && image.root_index === root);
+    const target = { root_index: root, root_scope: item.root_scope, path };
+    const observed = await (await request.post('/prompt_manager/image-annotations/observe', { data: { target } })).json();
+    await request.delete(`/prompt_manager/image-annotations/capture/${observed.capture.token}`);
+    return observed.tags;
+}
+
+test('renumbered sources under an open Tag dialog: it finds the file again, keeps the draft and Generate works', async ({ page, request }) => {
+    await page.goto(images);
+    await expect(card(page, FIRST)).toHaveClass(/\bselected\b/);
+    expect((await openTag(page)).status()).toBe(200);
+    await manual(page).fill('kept_draft');
+    await expect(await request.post('/__test__/sources/reverse')).toBeOK();
+
+    // Generate is refused (the held scope names another index now); the page asks where the file is and retargets.
+    const refused = answered(page, '/image-annotations/suggest');
+    const rescoped = answered(page, '/images/rescope');
+    const observedAgain = answered(page, '/image-annotations/observe');
+    await generate(page).click();
+    expect((await refused).status()).toBe(409);
+    const mapped = await (await rescoped).json();
+    expect([mapped.image.root_index, mapped.image.path]).toEqual([1, FIRST]);
+    const observed = await observedAgain;
+    expect(observed.status()).toBe(200);
+    expect(observed.request().postDataJSON().target).toEqual({ root_index: 1, root_scope: mapped.image.root_scope, path: FIRST });
+    await expect(dialog(page)).toBeVisible();
+    await expect(notice(page)).toHaveCount(0);
+    await expect(manual(page)).toHaveValue('kept_draft');
+    await expect(dialog(page).locator('img.tag-image-preview')).toHaveAttribute('src', /\/image-annotations\/capture\//);
+
+    // The page listed again under the new numbering and kept the file selected.
+    await expect(card(page, FIRST, 1)).toHaveClass(/\bselected\b/);
+    await expect(card(page, FIRST, 0)).toHaveCount(0);
+
+    const suggested = answered(page, '/image-annotations/suggest');
+    await generate(page).click();
+    expect((await suggested).status()).toBe(200);
+    await expect(chips(page).first()).toBeVisible();
+    const saved = answered(page, '/image-annotations/tags', 'PUT');
+    await primary(page).click();
+    expect((await saved).request().postDataJSON().target.root_index).toBe(1);
+    await expect(toast(page)).toContainText('tags saved for dunes_00001.png.');
+    expect(await savedTags(request, FIRST, 1)).toContain('kept_draft');
+});
+
+test('the inspector finds a renumbered file again; checked files from the old numbering are cleared', async ({ page, request }) => {
+    await page.goto(images);
+    await expect(card(page, FIRST)).toHaveClass(/\bselected\b/);
+    await card(page, FIRST).getByRole('checkbox', { name: /^Select / }).check();
+    await expect(page.locator('.bulkbar')).toBeVisible();
+    await expect(await request.post('/__test__/sources/reverse')).toBeOK();
+
+    const refused = page.waitForResponse(item => new URL(item.url()).pathname === `/prompt_manager/images/inspect/${SECOND}` &&
+        new URL(item.url()).searchParams.get('root') === '0');
+    const reread = page.waitForResponse(item => new URL(item.url()).pathname === `/prompt_manager/images/inspect/${SECOND}` &&
+        new URL(item.url()).searchParams.get('root') === '1');
+    await infoButton(page, SECOND).click();
+    expect((await refused).status()).toBe(409);
+    expect((await reread).status()).toBe(200);
+    await expect(card(page, SECOND, 1)).toHaveClass(/\bselected\b/);
+    await expect(panel(page)).not.toContainText('The source changed');
+    await expect(panel(page).getByRole('button', { name: 'Refresh image collection', exact: true })).toHaveCount(0);
+    // A checked key of the old list could name a same-named file in another source: nothing stays checked.
+    await expect(page.locator('.bulkbar')).toBeHidden();
+    await expect(cards(page).getByRole('checkbox', { checked: true })).toHaveCount(0);
+});
+
+test('a scope that cannot be mapped: Generate and Save are visibly disabled, the reason and Refresh sit beside them', async ({ page }) => {
+    await page.goto(images);
+    await expect(card(page, FIRST)).toBeVisible();
+    await expect(await page.request.post('/__test__/scope-key/rotate')).toBeOK();
+    const rescoped = answered(page, '/images/rescope');
+    expect((await openTag(page)).status()).toBe(409);
+    expect((await rescoped).status()).toBe(409);
+
+    await expect(notice(page)).toContainText(SOURCE_CHANGED);
+    await expect(status(page)).toHaveText('');
+    const refresh = notice(page).getByRole('button', { name: 'Refresh image collection', exact: true });
+    await expect(refresh).toBeVisible();
+    for (const button of [generate(page), primary(page)]) {
+        await expect(button).toHaveAttribute('aria-disabled', 'true');
+        await expect(button).toHaveCSS('opacity', '0.55');
+    }
+    // The notice is its own first row of the sticky actions, above the buttons.
+    const rows = await dialog(page).locator('.dialog-actions').evaluate(actions => {
+        const noticeBox = actions.firstElementChild.getBoundingClientRect();
+        return { first: actions.firstElementChild.className, below: [...actions.querySelectorAll(':scope > button')].every(button => button.getBoundingClientRect().top >= noticeBox.bottom - 1) };
+    });
+    expect(rows).toEqual({ first: 'tag-action-notice', below: true });
+    const preview = dialog(page).locator('.tag-image-preview');
+    await expect(preview).toHaveText('Preview unavailable');
+    await expect(preview).toHaveAttribute('role', 'img');
+    const suggest = [];
+    page.on('request', item => { if (item.url().endsWith('/image-annotations/suggest')) suggest.push(item.url()); });
+    // Pressed anyway (Playwright refuses an aria-disabled target, so the press is dispatched), nothing is sent.
+    await generate(page).dispatchEvent('click');
+    await primary(page).dispatchEvent('click');
+    expect(suggest).toEqual([]);
+    await page.screenshot({ path: test.info().outputPath('stale-source-tag-dialog.png') });
+
+    // Refresh closes the dialog and lists again with the current scopes; Tag then works.
+    const relisted = page.waitForResponse(item => item.url().includes('/images/output?'));
+    await refresh.click();
+    await expect(dialog(page)).toHaveCount(0);
+    await relisted;
+    await expect(card(page, FIRST)).toBeVisible();
+    expect((await openTag(page)).status()).toBe(200);
+    await expect(notice(page)).toHaveCount(0);
+    await expect(generate(page)).not.toHaveAttribute('aria-disabled', 'true');
+});
+
+test('an unmappable inspector read keeps its visible Refresh, and Refresh recovers the panel', async ({ page }) => {
+    await page.goto(images);
+    await expect(card(page, FIRST)).toHaveClass(/\bselected\b/);
+    await expect(await page.request.post('/__test__/scope-key/rotate')).toBeOK();
+    const rescoped = answered(page, '/images/rescope');
+    await infoButton(page, SECOND).click();
+    expect((await rescoped).status()).toBe(409);
+    await expect(panel(page)).toContainText('The source changed. Refresh the image collection before inspecting this file.');
+    const relisted = page.waitForResponse(item => item.url().includes('/images/output?'));
+    await panel(page).getByRole('button', { name: 'Refresh image collection', exact: true }).click();
+    await relisted;
+    await expect(cards(page).first()).toHaveClass(/\bselected\b/);
+    await expect(panel(page)).not.toContainText('The source changed');
+});
+
+test('a Load more cursor the server cannot verify offers Refresh instead of a dead Retry', async ({ page, request }) => {
+    await expect(await request.post('/__test__/tagging/reset', { data: { extra_images: 60 } })).toBeOK();
+    await page.goto(images);
+    await expect(cards(page).first()).toBeVisible();
+    await expect(page.locator('#gallery-continuation')).toContainText('more load as you scroll');
+    await expect(await request.post('/__test__/scope-key/rotate')).toBeOK();
+    const stale = page.waitForResponse(item => item.url().includes('/images/output?') && new URL(item.url()).searchParams.has('cursor'));
+    await page.locator('#gallery-continuation').scrollIntoViewIfNeeded();
+    const answer = await stale;
+    expect(answer.status()).toBe(400);
+    expect((await answer.json()).code).toBe('cursor-stale');
+    const continuation = page.locator('#gallery-continuation');
+    await expect(continuation).toContainText('The image collection changed. Refresh image collection to continue.');
+    const relisted = page.waitForResponse(item => item.url().includes('/images/output?') && !new URL(item.url()).searchParams.has('cursor'));
+    await continuation.getByRole('button', { name: 'Refresh image collection', exact: true }).click();
+    expect((await relisted).status()).toBe(200);
+    await expect(continuation).not.toContainText('The image collection changed');
+});
+
+test('a viewer whose media source was renumbered closes onto the file, kept selected', async ({ page, request }) => {
+    await page.goto(images);
+    await expect(card(page, FIRST)).toHaveClass(/\bselected\b/);
+    await expect(await request.post('/__test__/sources/reverse')).toBeOK();
+    const rescoped = answered(page, '/images/rescope');
+    await card(page, FIRST).locator('.image-open').click();
+    const mapped = await (await rescoped).json();
+    expect([mapped.image.root_index, mapped.image.path]).toEqual([1, FIRST]);
+    await expect(page.locator('#viewer-dialog')).toHaveCount(0);
+    await expect(card(page, FIRST, 1)).toHaveClass(/\bselected\b/);
+    // Opened again, it shows the file under its current source.
+    await card(page, FIRST, 1).locator('.image-open').click();
+    await expect(page.locator('#viewer-dialog[open]')).toBeVisible();
+    await expect(page.locator('#viewer-dialog').getByText('Media could not be loaded. Retry this file.', { exact: true })).toBeHidden();
+    await expect.poll(() => page.locator('#viewer-dialog img').first().evaluate(image => image.complete && image.naturalWidth > 0)).toBe(true);
+});
+
+test('a collection page finds a renumbered member again and stays on its members', async ({ page, request }) => {
+    // Members are stored by root path, not index (#331), so a renumbering keeps them; the page's scopes go stale.
+    const listing = await (await request.get('/prompt_manager/images/output?mode=workspace&limit=40')).json();
+    const first = listing.images.find(image => image.path === FIRST && image.root_index === 0);
+    const name = `Stale ${test.info().workerIndex}-${Date.now()}`;
+    const added = await request.post('/prompt_manager/collections/items', { data: { name, items: [
+        { root_index: 0, root_scope: first.root_scope, path: FIRST }] } });
+    await expect(added).toBeOK();
+    const collections = (await (await request.get('/prompt_manager/collections')).json()).collections;
+    const { id } = collections.find(item => item.name === name);
+    await page.goto(`/prompt_manager/workspace#/collection/${id}`);
+    await expect(cards(page)).toHaveCount(1);
+    await expect(card(page, FIRST)).toHaveClass(/\bselected\b/);
+    await expect(await request.post('/__test__/sources/reverse')).toBeOK();
+
+    const rescoped = answered(page, '/images/rescope');
+    const relisted = page.waitForResponse(item => item.url().includes('/images/output?') && new URL(item.url()).searchParams.get('collection') === String(id));
+    await card(page, FIRST).locator('.image-open').click();
+    expect((await (await rescoped).json()).image.root_index).toBe(1);
+    expect((await relisted).status()).toBe(200);
+    await expect(page).toHaveURL(new RegExp(`#/collection/${id}$`));
+    await expect(cards(page)).toHaveCount(1);
+    await expect(card(page, FIRST, 1)).toHaveClass(/\bselected\b/);
+    // Tag image works on the member under its new source.
+    expect((await openTag(page, FIRST, 1)).status()).toBe(200);
+    await expect(notice(page)).toHaveCount(0);
+});

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

@@ -1,6 +1,7 @@
 import { startCoverage, saveCoverage } from '../../tools/vendor/browser-coverage.mjs';
 import { test, expect } from './fixtures.mjs';
 import { seedConcept } from './concept-inventory.mjs';
+import { followRestore, SEEN_RESTORE_PILL, SEEN_RESTORE_TOAST } from './unseen-restore.mjs';
 
 // System › Backup & export (#249 System S9 Task 24) on the S8 backend and the concept-shaped fixture: Back up and its
 // status line (D103), the restore review (D105) and its job, the exports, Import / inspect and the recovery policy
@@ -265,6 +266,24 @@ test('a finished restore shows the open page again from the restored data', asyn
     expect(await libraryTotal(request)).toBe(restoredTotal);
 });
 
+// #415: an open dialog waits out a finished restore, except a review: the plan it staged no longer describes storage,
+// so it closes as dismissed (its stage discarded), as before.
+test('a restore seen finishing elsewhere closes an open restore review and discards its stage', async ({ page, request }) => {
+    const bytes = await backupBytes(request);
+    const restoreRun = await followRestore(page);
+    await openBackups(page);
+    await expect(page.locator('#activity-pill')).toHaveAttribute('href', SEEN_RESTORE_PILL);
+    await chooseBackup(page, bytes);
+    await expect(dialog(page).locator('#modal-title')).toHaveText('Restore preview');
+    expect((await serverJson(request, '/__test__/system/backups')).stages).toBe(1);
+    const discarded = page.waitForResponse(response => response.url().includes(`${PREVIEW_URL}/`) && response.request().method() === 'DELETE');
+    await restoreRun.finish();
+    await expect(toast(page)).toHaveText(SEEN_RESTORE_TOAST);
+    expect((await discarded).status()).toBe(200);
+    await expect(dialog(page)).toHaveCount(0);
+    expect((await serverJson(request, '/__test__/system/backups')).stages).toBe(0);
+});
+
 test('invalid file shows the validator message; nothing is staged', async ({ page, request }) => {
     const before = await serverJson(request, '/__test__/system/digest');
     await openBackups(page);

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

@@ -123,6 +123,32 @@ test('model options are the four real engines with size and the description show
     await expect(actionOf(page, 'Unload')).toBeDisabled();
 });
 
+const NEEDS_LLAMA = 'GGUF JoyCaption needs llama-cpp-python. Install it into ComfyUI\'s Python: pip install llama-cpp-python. '
+    + 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python';
+
+test('a downloaded model whose backend package is missing says so and is not offered as ready (#424)', async ({ page, request }) => {
+    await expect(await request.post('/__test__/tagging/models', { data: { unavailable: ['wd14-vit'],
+        missing_packages: { gguf: ['llama-cpp-python'], 'wd14-vit': ['onnxruntime'] } } })).toBeOK();
+    await openTagging(page);
+    const line = modelRow(page).locator('p').first();
+    await page.locator('#tag-model').selectOption('gguf');
+    await expect(line).toHaveText('Downloaded. Needs llama-cpp-python: pip install llama-cpp-python. '
+        + 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python');
+    // Files and packages are separate: Download (again) stays offered.
+    await expect(actionOf(page, 'Download again')).not.toHaveAttribute('aria-disabled', 'true');
+    // Review explains instead of reviewing; nothing is previewed.
+    await expect(reviewButton(page)).toHaveAttribute('aria-disabled', 'true');
+    await reviewButton(page).dispatchEvent('click');
+    await expect(toast(page)).toHaveText(NEEDS_LLAMA);
+    expect(page.modelCalls.filter(call => call.endsWith('/autotag/batch/preview'))).toEqual([]);
+    // Not downloaded reads differently and still names what it will need.
+    await page.locator('#tag-model').selectOption('wd14-vit');
+    await expect(line).toHaveText('Not downloaded. Download size ~400 MB. Also needs onnxruntime.');
+    await page.locator('#tag-model').selectOption('wd14-swinv2');
+    await expect(line).toHaveText('Downloaded. Not loaded.');
+    await expect(reviewButton(page)).not.toHaveAttribute('aria-disabled', 'true');
+});
+
 test('entering the section makes no model call besides status', async ({ page }) => {
     await openTagging(page);
     await page.locator('#workspace-main .section-nav').getByRole('button', { name: 'Integrations', exact: true }).click();

tests/browser/workspace-system.spec.mjs

@@ -472,7 +472,7 @@ async function openImages(page) {
 
 test('defaults apply to a new visit but not to the current view or a saved view', async ({ page, request }) => {
     const created = await request.post('/prompt_manager/saved-views', { data: { page: 'images', name: 'Everything',
-        state: { q: '', category: '', sort: 'newest', source: 'all', folder: '', media: 'all', tags: [], favorites: false } } });
+        state: { q: '', category: '', sort: 'newest', source: 'all', folder: '', media: 'all', tags: [], favorites: false, collection: '' } } });
     expect(created.status()).toBe(201);
     const view = (await created.json()).view;
     try {

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

@@ -73,7 +73,7 @@ const jobStart = page => page.waitForRequest(item => item.method() === 'POST' &&
 
 test('selection bar shows Add tags then Auto-tag selected before Set category', async ({ page }) => {
     await select(page, FIRST);
-    await expect(bar(page).locator(':scope > *')).toHaveText(['1 selected', 'Add tags', 'Auto-tag selected', 'Set category', 'Export metadata', 'Clear']);
+    await expect(bar(page).locator(':scope > *')).toHaveText(['1 selected', 'Add tags', 'Auto-tag selected', 'Set category', 'Add to collection', 'Export metadata', 'Clear']);
 });
 
 test('Add tags runs a job and the cards show the tags after it finishes', async ({ page, request }) => {
@@ -186,6 +186,26 @@ test('a model that is not downloaded keeps Start disabled and says why', async (
     expect(posted).toBe(0);
 });
 
+const NEEDS_LLAMA = 'GGUF JoyCaption needs llama-cpp-python. Install it into ComfyUI\'s Python: pip install llama-cpp-python. '
+    + 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python';
+
+test('a model missing its backend package keeps Start disabled and names the install command (#424)', async ({ page, request }) => {
+    await expect(await request.post('/__test__/tagging/models', { data: { unavailable: [],
+        missing_packages: { gguf: ['llama-cpp-python'] } } })).toBeOK();
+    await select(page, FIRST);
+    await barButton(page, 'Auto-tag selected').click();
+    const status = modal(page).locator('#tag-generation-status');
+    const start = actionButtons(page).last();
+    await modal(page).getByRole('combobox', { name: 'Tagging model', exact: true }).selectOption('gguf');
+    await expect(status).toHaveText(NEEDS_LLAMA);
+    await expect(start).toHaveAttribute('aria-disabled', 'true');
+    await modal(page).getByRole('combobox', { name: 'Tagging model', exact: true }).selectOption('wd14-vit');
+    await expect(status).toHaveText('');
+    await expect(start).not.toHaveAttribute('aria-disabled', 'true');
+    await actionButtons(page).first().click();
+    await expect(modal(page)).toHaveCount(0);
+});
+
 test('Suggestions field prefills from the setting and caps chips at the entered count', async ({ page, request }) => {
     await expect(await request.post('/__test__/tagging/defaults', { data: { general: 0.5, character: 0.9, limit: 7 } })).toBeOK();
     await select(page, FIRST);

tests/browser/workspace-tagging.spec.mjs

@@ -21,6 +21,8 @@ const model = page => dialog(page).getByRole('combobox', { name: 'Tagging model'
 const generate = page => dialog(page).getByRole('button', { name: 'Generate suggestions', exact: true });
 const chips = page => dialog(page).locator('#tag-suggestions .chip.tag-suggestion');
 const status = page => dialog(page).locator('#tag-generation-status');
+// D147: the reason a state blocks Save, on its own row in the sticky actions.
+const notice = page => dialog(page).locator('.dialog-actions > .tag-action-notice');
 const toast = page => page.locator('#workspace-toast');
 const nav = (page, label) => page.locator('aside.sidebar nav').getByRole('link', { name: new RegExp(`^${label}(?:\\s*[\\d,]+)?$`) });
 const FIRST = 'tagging/dunes_00001.png', SECOND = 'tagging/dunes_00002.png', COPY = 'copies/dunes_00001.png';
@@ -260,6 +262,18 @@ test('unavailable model shows inline status and never downloads', async ({ page,
     await expect(dialog(page).locator('.dialog-actions .ca-primary')).toBeFocused();
 });
 
+test('a missing backend package is the server\'s install sentence, no traceback page (#424)', async ({ page, request }) => {
+    await expect(await request.post('/__test__/tagging/models', { data: { unavailable: [],
+        missing_packages: { 'wd14-swinv2': ['onnxruntime'] } } })).toBeOK();
+    await openTag(page);
+    const answer = await generated(page);
+    expect(answer.status()).toBe(409);
+    expect(await answer.json()).toMatchObject({ success: false, code: 'model-unavailable' });
+    await expect(status(page)).toHaveText('WD14 SwinV2 needs onnxruntime. Install it into ComfyUI\'s Python: '
+        + 'pip install onnxruntime. Use onnxruntime-gpu for CUDA.');
+    await expect(chips(page)).toHaveCount(0);
+});
+
 test('video tag is manual only', async ({ page, request }) => {
     await openTag(page, VIDEO);
     const preview = dialog(page).locator('video.tag-image-preview');
@@ -716,7 +730,8 @@ test('D116: Retry leads the actions after an unconfirmed save and resends the sa
     let lost = true;
     await page.route('**/prompt_manager/image-annotations/tags', route => (lost ? (lost = false, route.fulfill({ status: 504, body: 'Gateway Timeout' })) : route.continue()));
     await dialog(page).getByRole('button', { name: 'Save manual tags', exact: true }).click();
-    await expect(status(page)).toHaveText('The save could not be confirmed. Retry sends the same tags again.');
+    await expect(notice(page)).toHaveText('The save could not be confirmed. Retry sends the same tags again.');
+    await expect(status(page)).toHaveText('');
     const inventory = await page.locator('dialog#modal').evaluate(taggingInventory);
     expect(inventory.actions.buttons.map(button => [button.text, button.primary, button.disabled])).toEqual(
         [['Retry', false, false], ['Cancel', false, false], ['Save manual tags', true, true]]);

tests/browser/workspace-vocabulary.spec.mjs

@@ -1,7 +1,7 @@
 import {startCoverage,saveCoverage} from '../../tools/vendor/browser-coverage.mjs';
 import {writeFile} from 'node:fs/promises';
 import {test,expect} from './fixtures.mjs';
-import {armUnseenRestores,unseenRestore} from './unseen-restore.mjs';
+import {armUnseenRestores,unseenRestore,followRestore,SEEN_RESTORE_PILL,SEEN_RESTORE_TOAST} from './unseen-restore.mjs';
 import {captureCanonicalState} from './history-canonical-comparison.mjs';
 import {pageInventoryOf,inventoryOf,diffInventory,mapVocabularyConcept,mapVocabularyDialog} from './vocabulary-canonical-comparison.mjs';
 
@@ -383,6 +383,62 @@ test('manage categories previews real impact before applying',async({page,reques
     expect(after.prompts.filter(row=>row[2]==='Scenery')).toHaveLength(3);
 });
 
+// #332 MC9, MC10: image categories (their own, set on Images) count beside the prompts. The vocabulary fixture has no
+// image files, so these tests add two committed files to the output folder and set their categories through the API.
+async function imageCategories(request,category) {
+    for(const name of ['f02.png','f03.png']) await expect(await request.post('/__test__/add-local-inspect-file',{data:{name}})).toBeOK();
+    const listing=await(await request.get('/prompt_manager/images/output?mode=workspace&subfolder=local-inspect&limit=40')).json();
+    const items=listing.images.map(({root_index,root_scope,path})=>({root_index,root_scope,path}));expect(items).toHaveLength(2);
+    const response=await request.put('/prompt_manager/images/category',{data:{items,category}});await expect(response).toBeOK();
+    expect((await response.json()).updated).toBe(2);
+}
+const ownCategories=async request=>(await(await request.get('/prompt_manager/images/categories')).json()).categories;
+const IMAGE_KEYS=['0:local-inspect/f02.png','0:local-inspect/f03.png'];
+
+test('manage categories renames the images\' own categories too and the preview counts them (#332 CUJ 6)',async({page,request})=>{
+    await imageCategories(request,'Landscapes');
+    const writes=trackWrites(page);await openPage(page);
+    await expect(categoryRow(page,'Landscapes').locator('p')).toHaveText('3 positive prompts · 2 images');
+    const box=await openManage(page);
+    await expect(field(box,'Category')).toHaveValue('Landscapes');
+    await field(box,'Proposed new category name').fill('Landscape');await button(box,'Preview').click();
+    await expect(box.locator('p.small')).toHaveText('“Landscapes” is used by 3 positive prompts and 2 images. Apply renames it to “Landscape”.');
+    await button(box,'Apply').click();
+    await expect(box).toHaveCount(0);await expect(toast(page)).toHaveText('Category renamed.');
+    expect(writes.at(-1)).toMatchObject({url:'/prompt_manager/vocabulary/categories/apply',body:{source:'Landscapes',target:'Landscape'}});
+    await expect(categoryRow(page,'Landscapes')).toHaveCount(0);
+    await expect(categoryRow(page,'Landscape').locator('p')).toHaveText('3 positive prompts · 2 images');
+    // The prompts and both images carry the new name; nothing keeps the old one.
+    expect((await snapshot(request)).prompts.filter(row=>row[2]==='Landscape')).toHaveLength(3);
+    expect(await ownCategories(request)).toEqual(['Landscape']);
+    for(const [category,total] of [['Landscape',2],['Landscapes',0]]) {
+        const listing=await(await request.get(`/prompt_manager/images/output?mode=workspace&limit=40&category=${category}`)).json();
+        expect(listing.images.map(image=>`${image.root_index}:${image.path}`).sort()).toEqual(total?IMAGE_KEYS:[]);
+    }
+});
+
+test('a category only images hold is listed after the prompt-backed ones and Browse opens Images (#332 CUJ 7)',async({page,request})=>{
+    await imageCategories(request,'Scans');
+    await openPage(page);
+    const operations=surfaces(page).nth(1).locator('.operation');
+    await expect(operations.locator('h3')).toHaveText([...CATEGORIES.map(([name])=>name),'Scans','Manage category']);
+    await expect(categoryRow(page,'Scans').locator('p')).toHaveText('2 images');
+    for(const [name,count] of CATEGORIES) await expect(categoryRow(page,name).locator('p')).toHaveText(`${count} positive prompt${count===1?'':'s'}`);
+    // Manage category can rename it: its select lists it last.
+    const box=await openManage(page);
+    await expect(field(box,'Category').locator('option')).toHaveText([...CATEGORIES.map(([name])=>name),'Scans']);
+    await button(box,'Cancel').click();await expect(box).toHaveCount(0);
+    // Browse opens Images filtered by it (its Library would be empty).
+    await categoryRow(page,'Scans').getByRole('button',{name:'Browse',exact:true}).click();
+    await expect(page).toHaveURL(/#\/images$/);
+    await expect(main(page).getByRole('heading',{level:1})).toHaveText('Images');
+    await expect(page.getByRole('combobox',{name:'Filter by category',exact:true})).toHaveValue('Scans');
+    const cards=page.locator('article[data-image-key]');await expect(cards).toHaveCount(2);
+    expect((await cards.evaluateAll(nodes=>nodes.map(node=>node.dataset.imageKey))).sort()).toEqual(IMAGE_KEYS);
+    await expect(page.getByRole('searchbox',{name:'Search workspace',exact:true})).toHaveValue('');
+    await expect(page.locator('#workspace-main search.toolbar').getByRole('button',{name:'Filters',exact:true})).toBeVisible();
+});
+
 test('an edit during a pending preview needs a new Preview; Apply never sends the old values',async({page,request})=>{
     const writes=trackWrites(page);await openPage(page);const before=await snapshot(request);
     let release;const held=new Promise(resolve=>{release=resolve;});
@@ -496,6 +552,31 @@ test('conflict and restore states keep the dialog and write nothing',async({page
     expect(writes.filter(write=>write.url==='/prompt_manager/vocabulary/tags')).toHaveLength(1);
 });
 
+// #415: a restore the page sees finish while Create tag is open keeps the dialog and its entries; the page is shown
+// again from the restored data only once the dialog has closed.
+test('a restore seen finishing keeps an open dialog and reloads the page after it closes',async({page,request})=>{
+    const saved=await backup(request);
+    await expect(await request.put('/prompt_manager/tags/mist',{data:{new_name:'fog'}})).toBeOK();
+    const restoreRun=await followRestore(page);const writes=trackWrites(page);await openPage(page);
+    await expect(page.locator('#activity-pill')).toHaveAttribute('href',SEEN_RESTORE_PILL);
+    await expect(tagRow(page,'fog')).toHaveCount(1);
+    const box=await openDialog(page,main(page).getByRole('button',{name:'+ Create tag',exact:true}),'Create tag');
+    await field(box,'Tag name').fill('sunrise');
+    await expect(await request.post('/prompt_manager/restore',{multipart:{database_file:{name:'vocabulary.db',mimeType:'application/octet-stream',buffer:saved}}})).toBeOK();
+    await restoreRun.finish();
+    await expect(toast(page)).toHaveText(SEEN_RESTORE_TOAST);
+    await expect(box).toBeVisible();await expect(field(box,'Tag name')).toHaveValue('sunrise');
+    await expect(tagRow(page,'fog')).toHaveCount(1);
+    await button(box,'Apply').click();
+    await expect(note(box)).toHaveText('Prompt storage was restored since this dialog opened. Nothing was changed.');
+    expect(await actionNames(box)).toEqual(['Reload','Cancel','Apply']);
+    expect(tagNames(await snapshot(request))).not.toContain('sunrise');
+    await button(box,'Cancel').click();await expect(box).toHaveCount(0);
+    await expect(tagRow(page,'mist')).toHaveCount(1);await expect(tagRow(page,'fog')).toHaveCount(0);
+    await expect(main(page).getByRole('heading',{level:1})).toBeFocused();
+    expect(writes.filter(write=>write.url==='/prompt_manager/vocabulary/tags')).toHaveLength(1);
+});
+
 test('lost response is outcome-unknown',async({page,request})=>{
     const writes=trackWrites(page);await openPage(page);
     await page.route('**/prompt_manager/vocabulary/tags/*',async route=>{

tests/browser/workspace.spec.mjs

@@ -548,12 +548,16 @@ test('sidebar matches the concept groups and shows real counts', async ({ page,
     await expect(page.locator('.workspace-shell, .workspace-body, .sidebar-footer, .connection-dot, .workspace-icon')).toHaveCount(0);
     const sidebar = page.locator('aside.sidebar');
     expect(await childShape(sidebar)).toEqual(['a.brand', 'div.sidebar-label', 'nav#primary-nav', 'div.sidebar-label',
-        'nav#saved-nav', 'div.sidebar-bottom']);
+        'nav#saved-nav', 'div.sidebar-label', 'nav#collections-nav', 'div.sidebar-bottom']);
     await expect(sidebar.locator('.brand')).toHaveAttribute('href', '#/images');
-    // D49: SAVED VIEWS without the concept's PROPOSED badge; D28: still no COLLECTIONS.
-    await expect(sidebar.locator('.sidebar-label')).toHaveText(['WORKSPACE', 'SAVED VIEWS']);
+    // D49: SAVED VIEWS without the concept's PROPOSED badge. D136: COLLECTIONS without it either, its label hidden
+    // and its nav empty while no collection exists.
+    await expect(sidebar.locator('.sidebar-label')).toHaveText(['WORKSPACE', 'SAVED VIEWS', 'COLLECTIONS']);
+    await expect(sidebar.locator('.sidebar-label').nth(2)).toBeHidden();
     await expect(page.locator('nav#saved-nav')).toHaveAttribute('aria-label', 'Saved views');
-    await expect(page.locator('#collections-nav, .new-label')).toHaveCount(0);
+    await expect(page.locator('nav#collections-nav')).toHaveAttribute('aria-label', 'Collections');
+    await expect(page.locator('nav#collections-nav > a')).toHaveCount(0);
+    await expect(page.locator('.new-label')).toHaveCount(0);
     const primary = page.locator('nav#primary-nav');
     await expect(primary).toHaveAttribute('aria-label', 'Workspace');
     for (const [id] of NAV_TOTALS) await expect(navCount(page, id)).toHaveText(totals[id].toLocaleString('en-US'));
@@ -580,7 +584,7 @@ test('sidebar matches the concept groups and shows real counts', async ({ page,
     // At phone width the concept wraps the links and hides counts and the connection (concept 950px block).
     await page.setViewportSize({ width: 390, height: 844 });
     await expect(navCount(page, 'library')).toBeHidden();
-    await expect(page.locator('.sidebar-label, .connection')).toHaveCount(3);
+    await expect(page.locator('.sidebar-label, .connection')).toHaveCount(4);
     for (const hidden of await page.locator('.sidebar-label, .connection').all()) await expect(hidden).toBeHidden();
     await expect(primary.locator('a[href="#/inspect"]')).toBeVisible();
 });

tests/browser/workspace_collections_fixture.py

@@ -0,0 +1,131 @@
+"""Owned, deterministic collections for the workspace collection workflows (#331).
+
+Twenty-one PNGs under the output source: twelve listed members of
+"Landscapes", eight of "Experiments" and one loose file in neither. Landscapes
+also holds one member whose file does not exist (MC3: hidden, counted as
+missing). One saved view reopens "Experiments" (D140). Members are added
+through ``ImageCollectionOperations`` with favorites' keys
+(``_favorite_root_key``, ``_favorite_relative_key``), as the routes add them.
+"""
+
+from __future__ import annotations
+
+import os
+import time
+from pathlib import Path
+from typing import TYPE_CHECKING
+
+from aiohttp import web
+from PIL import Image
+from tests.browser.folder_trash import replace_folder
+
+if TYPE_CHECKING:
+    from py.api import PromptManagerAPI
+
+FOLDER = "collections"
+LANDSCAPES = "Landscapes"
+EXPERIMENTS = "Experiments"
+LANDSCAPE_FILES = tuple(f"landscape_{index:02d}.png" for index in range(1, 13))
+EXPERIMENT_FILES = tuple(f"experiment_{index:02d}.png" for index in range(1, 9))
+LOOSE_FILE = "loose.png"
+MISSING_FILE = "gone.png"
+SAVED_VIEW = "Experiments view"
+_TABLES = (
+    "image_collection_items",
+    "image_collections",
+    "saved_views",
+    "image_favorites",
+    "media_review_decisions",
+    "media_review_items",
+    "media_image_tags",
+    "media_annotation_bytes",
+    "media_annotation_files",
+    "image_prompt_pairs",
+    "prompt_pair_tags",
+    "prompt_pairs",
+    "generated_images",
+    "prompt_tags",
+    "tags",
+    "prompt_library_state",
+    "prompts",
+)
+_IMAGES_STATE = {
+    "q": "",
+    "category": "",
+    "sort": "newest",
+    "source": "all",
+    "folder": "",
+    "media": "all",
+    "tags": [],
+    "favorites": False,
+}
+
+
+def _write_png(path: Path, shade: int, stamp: float) -> None:
+    with Image.new("RGB", (64, 48), (shade, 120, 255 - shade)) as image:
+        image.save(path)
+    os.utime(path, (stamp, stamp))
+
+
+def seed_collections(api: PromptManagerAPI, root: Path) -> dict:
+    """Replace this server's disposable rows and files with the two collections."""
+    # The API package needs the host stubs the server installs before importing it.
+    from py.api.images import _favorite_relative_key, _favorite_root_key
+
+    db = api.db
+    with db.model.get_connection() as conn:
+        for table in _TABLES:
+            conn.execute(f"DELETE FROM {table}")
+    for name in ("output", "input"):
+        replace_folder(root / name)
+    folder = root / "output" / FOLDER
+    folder.mkdir()
+    # Newest first in this order: Landscapes, then Experiments, then the loose file.
+    now = time.time()
+    ordered = (*LANDSCAPE_FILES, *EXPERIMENT_FILES, LOOSE_FILE)
+    for index, name in enumerate(ordered):
+        _write_png(folder / name, (index * 11) % 256, now - 60 - index * 60)
+    root_key = _favorite_root_key(list(api._get_all_output_dirs())[0])
+    members = {
+        LANDSCAPES: (*LANDSCAPE_FILES, MISSING_FILE),
+        EXPERIMENTS: EXPERIMENT_FILES,
+    }
+    ids = {}
+    for name, files in members.items():
+        added = db.add_to_collection(
+            name=name,
+            items=[
+                (root_key, _favorite_relative_key(f"{FOLDER}/{file}")) for file in files
+            ],
+        )
+        ids[name] = added["collection"]["id"]
+    view = db.create_saved_view(
+        "images", SAVED_VIEW, {**_IMAGES_STATE, "collection": str(ids[EXPERIMENTS])}
+    )
+    api.invalidate_gallery_cache()
+    return {
+        "collections": {
+            LANDSCAPES: {"id": ids[LANDSCAPES], "count": 12, "missing": 1},
+            EXPERIMENTS: {"id": ids[EXPERIMENTS], "count": 8, "missing": 0},
+        },
+        "files": {
+            LANDSCAPES: [f"{FOLDER}/{file}" for file in LANDSCAPE_FILES],
+            EXPERIMENTS: [f"{FOLDER}/{file}" for file in EXPERIMENT_FILES],
+            "loose": f"{FOLDER}/{LOOSE_FILE}",
+        },
+        "saved_view": {"id": view["id"], "name": SAVED_VIEW},
+    }
+
+
+def register_collections_commands(
+    routes: web.RouteTableDef, api: PromptManagerAPI, root: Path
+) -> None:
+    """Register the fixed seed command; no path or SQL comes from a request."""
+
+    @routes.post("/__test__/collections/seed")
+    async def seed(request: web.Request) -> web.Response:
+        data = await request.json() if request.can_read_body else {}
+        if data != {} or request.query:
+            raise web.HTTPBadRequest()
+        manifest = await api._run_in_executor(seed_collections, api, root)
+        return web.json_response({"success": True, **manifest})

tests/browser/workspace_concept_fixture.py

@@ -174,6 +174,8 @@ _TABLES = (
     "execution_contexts",
     "execution_prompt_snapshots",
     "execution_context_texts",
+    "image_collection_items",
+    "image_collections",
     "saved_views",
     "image_favorites",
     "media_review_decisions",
@@ -193,6 +195,10 @@ _TABLES = (
 )
 
 
+# The concept's collections and the slice of its images each holds (#331).
+CONCEPT_COLLECTIONS = (("Landscapes", slice(0, 12)), ("Experiments", slice(12, 20)))
+
+
 def concept_starred(prompt_index: int, round_index: int) -> bool:
     """The concept's favorites (app.js ``starred``): each other prompt's first image."""
     return round_index == 0 and prompt_index % 2 == 0
@@ -495,6 +501,19 @@ def seed_workspace_concept(
         )
     images.reverse()
     runs.reverse()
+    # The concept's COLLECTIONS rows (app.js a336–339): "Landscapes" holds the
+    # first 12 images in the concept's order and "Experiments" the next 8, so
+    # the rows and counts compare as the concept shows them (#331 D136).
+    collections = {}
+    for name, members in CONCEPT_COLLECTIONS:
+        added = db.add_to_collection(
+            name=name,
+            items=[
+                (favorite_root, _favorite_relative_key(image["path"]))
+                for image in images[members]
+            ],
+        )
+        collections[name] = added["collection"]["id"]
     seedless = []
     for number in range(seedless_images):
         name = f"seedless_{number + 1:05}.png"
@@ -531,4 +550,5 @@ def seed_workspace_concept(
         "images": images,
         "runs": runs,
         "tags": tags,
+        "collections": collections,
     }

tests/browser/workspace_library_editor_fixture.py

@@ -26,6 +26,8 @@ EDITOR_METADATA = {
     "notes": "Keep the soft light.",
 }
 _TABLES = (
+    "image_collection_items",
+    "image_collections",
     "saved_views",
     "image_favorites",
     "media_review_decisions",

tests/browser/workspace_review_fixture.py

@@ -78,6 +78,8 @@ LIMITED_SAMPLERS = 17
 # More than one queue page (40), so Load more has a second page.
 MAX_ITEMS = 45
 _TABLES = (
+    "image_collection_items",
+    "image_collections",
     "saved_views",
     "image_favorites",
     "media_review_decisions",

tests/browser/workspace_tagging_fixture.py

@@ -41,9 +41,23 @@ FILES = (
     ("loose/unlinked.png", "unlinked"),
 )
 MODELS = ("wd14-swinv2", "wd14-vit", "gguf", "hf")
+
+
+def _valid_missing(value) -> bool:
+    """``{"<model>": ["<pip name>", ...]}`` with known models and string names."""
+    return isinstance(value, dict) and all(
+        name in MODELS
+        and isinstance(names, list)
+        and all(isinstance(pip, str) and pip for pip in names)
+        for name, names in value.items()
+    )
+
+
 # Unlinked copies enough to virtualize the Images grid (it renders all up to 120).
 MAX_EXTRA_IMAGES = 160
 _TABLES = (
+    "image_collection_items",
+    "image_collections",
     "saved_views",
     "image_favorites",
     "media_review_decisions",
@@ -180,9 +194,16 @@ def tagging_snapshot(api: PromptManagerAPI) -> dict:
 
 
 def register_tagging_commands(
-    routes: web.RouteTableDef, api: PromptManagerAPI, root: Path, model
+    routes: web.RouteTableDef,
+    api: PromptManagerAPI,
+    root: Path,
+    model,
+    on_reset=lambda: None,
 ) -> None:
-    """Register fixed seed, snapshot and fake-model commands; no paths or SQL input."""
+    """Register fixed seed, snapshot and fake-model commands; no paths or SQL input.
+
+    ``on_reset`` runs first on every tagging reset (the source-change undo).
+    """
     # The fake download (``/__test__/tagging/download``): waits on ``event``,
     # then answers ``result``. Every reset sets the event and puts back the
     # model's raising default, so no test can leave a worker hanging.
@@ -216,7 +237,9 @@ def register_tagging_commands(
             raise web.HTTPBadRequest()
         if not 0 <= extra <= MAX_EXTRA_IMAGES:
             raise web.HTTPBadRequest()
+        on_reset()
         model.unavailable = set()
+        model.missing_packages = {}
         model.suggestions = None
         model.loaded = None
         restore_download()
@@ -235,17 +258,25 @@ def register_tagging_commands(
 
     @routes.post("/__test__/tagging/models")
     async def models(request: web.Request) -> web.Response:
-        """Mark fake models as not downloaded (``{"unavailable": [...]}``)."""
+        """Mark fake models as not downloaded (``{"unavailable": [...]}``) and,
+        optionally, as missing backend packages (``"missing_packages":
+        {"<model>": ["<pip name>", ...]}``, #424)."""
         data = await request.json() if request.can_read_body else None
         if (
             request.query
             or not isinstance(data, dict)
-            or set(data) != {"unavailable"}
+            or "unavailable" not in data
+            or set(data) - {"unavailable", "missing_packages"}
             or not isinstance(data["unavailable"], list)
             or any(name not in MODELS for name in data["unavailable"])
+            or not _valid_missing(data.get("missing_packages", {}))
         ):
             raise web.HTTPBadRequest()
         model.unavailable = set(data["unavailable"])
+        model.missing_packages = {
+            name: list(names)
+            for name, names in data.get("missing_packages", {}).items()
+        }
         return web.json_response({"success": True})
 
     @routes.post("/__test__/tagging/loaded")

tests/browser/workspace_visual_fixture.py

@@ -112,6 +112,8 @@ def seed_workspace_visual(api: PromptManagerAPI, root: Path) -> None:
     """Replace only the owned browser harness records and media roots."""
     with api.db.model.get_connection() as conn:
         for table in (
+            "image_collection_items",
+            "image_collections",
             "saved_views",
             "image_favorites",
             "media_review_decisions",

tests/browser/workspace_vocabulary_fixture.py

@@ -72,6 +72,10 @@ CONCEPT_RECIPES = (
         "negative": "oversaturated, flat lighting, watermark, text",
     },
 )
+# #332 D143/D144 (opt-in, ``image_categories``): own image categories, one on
+# images only and one shared with prompts. Stored rows count whether or not the
+# files exist, so the keys name files the fixture never writes.
+IMAGE_CATEGORY_ROWS = (("Landscapes", 2), ("Portraits", 1))
 PAIR_ONLY_TAG = "pair_only_detail"
 ARCHIVED_ONLY_TAG = "archived_pair_detail"
 NEGATIVE_ONLY_TAG = "legacy_negative_detail"
@@ -79,6 +83,8 @@ UNUSED_TAG = "unused_vocabulary"
 MAX_EXTRA_TAGS = 300
 MAX_EXTRA_CATEGORIES = 200
 _TABLES = (
+    "image_collection_items",
+    "image_collections",
     "saved_views",
     "image_favorites",
     "media_review_decisions",
@@ -112,8 +118,26 @@ _SNAPSHOT = {
 }
 
 
+def _seed_image_categories(api: PromptManagerAPI) -> dict:
+    """Own image category rows keyed as Images keys them; ``{value: count}``."""
+    from py.api.images import image_category_key
+
+    sources = list(api._get_all_output_dirs())
+    for category, count in IMAGE_CATEGORY_ROWS:
+        keys = [
+            image_category_key(sources, str(Path(sources[0]) / f"{category}_{n}.png"))
+            for n in range(count)
+        ]
+        api.db.set_image_categories(keys, category)
+    return dict(IMAGE_CATEGORY_ROWS)
+
+
 def seed_vocabulary(
-    api: PromptManagerAPI, root: Path, extra_tags: int = 0, extra_categories: int = 0
+    api: PromptManagerAPI,
+    root: Path,
+    extra_tags: int = 0,
+    extra_categories: int = 0,
+    image_categories: bool = False,
 ) -> dict:
     """Replace this server's disposable rows with the concept vocabulary."""
     db = api.db
@@ -167,6 +191,7 @@ def seed_vocabulary(
                 "category": f"bulk_category_{number:04}",
             },
         )
+    images = _seed_image_categories(api) if image_categories else {}
     with db.model.get_connection() as conn:
         tags = [row[0] for row in conn.execute("SELECT name FROM tags ORDER BY id")]
     api.invalidate_gallery_cache()
@@ -180,6 +205,7 @@ def seed_vocabulary(
         "archived_only_tag": ARCHIVED_ONLY_TAG,
         "negative_only_tag": NEGATIVE_ONLY_TAG,
         "unused_tag": UNUSED_TAG,
+        "image_categories": images,
     }
 
 
@@ -200,7 +226,14 @@ def register_vocabulary_commands(
     @routes.post("/__test__/vocabulary/reset")
     async def reset(request: web.Request) -> web.Response:
         data = await request.json() if request.can_read_body else {}
-        if not isinstance(data, dict) or set(data) - {"extra_tags", "extra_categories"}:
+        if not isinstance(data, dict) or set(data) - {
+            "extra_tags",
+            "extra_categories",
+            "image_categories",
+        }:
+            raise web.HTTPBadRequest()
+        images = data.get("image_categories", False)
+        if not isinstance(images, bool):
             raise web.HTTPBadRequest()
         extra = data.get("extra_tags", 0)
         categories = data.get("extra_categories", 0)
@@ -215,7 +248,7 @@ def register_vocabulary_commands(
         if request.query:
             raise web.HTTPBadRequest()
         manifest = await api._run_in_executor(
-            seed_vocabulary, api, root, extra, categories
+            seed_vocabulary, api, root, extra, categories, images
         )
         return web.json_response({"success": True, **manifest})
 

tests/fixtures/legacy_contract_snapshot.json

@@ -1,5 +1,7 @@
 {
   "routes": [
+    "DELETE /prompt_manager/collections/items",
+    "DELETE /prompt_manager/collections/{collection_id}",
     "DELETE /prompt_manager/delete/{prompt_id}",
     "DELETE /prompt_manager/image-annotations/capture/{token}",
     "DELETE /prompt_manager/images/category",
@@ -15,6 +17,8 @@
     "GET /prompt_manager/backup",
     "GET /prompt_manager/backup/status",
     "GET /prompt_manager/categories",
+    "GET /prompt_manager/collections",
+    "GET /prompt_manager/collections/membership",
     "GET /prompt_manager/diagnostics",
     "GET /prompt_manager/export",
     "GET /prompt_manager/gallery",
@@ -92,6 +96,7 @@
     "GET /prompt_manager/vocabulary/tags/{tag_id}/impact",
     "GET /prompt_manager/web",
     "GET /prompt_manager/workspace",
+    "PATCH /prompt_manager/collections/{collection_id}",
     "PATCH /prompt_manager/library/{positive_id}",
     "PATCH /prompt_manager/pairs/{pair_id}",
     "PATCH /prompt_manager/saved-views/{view_id}",
@@ -106,6 +111,7 @@
     "POST /prompt_manager/bulk/delete",
     "POST /prompt_manager/bulk/tags",
     "POST /prompt_manager/cleanup",
+    "POST /prompt_manager/collections/items",
     "POST /prompt_manager/delete_duplicate_images",
     "POST /prompt_manager/diagnostics/test-link",
     "POST /prompt_manager/gallery/rescan",
@@ -115,6 +121,7 @@
     "POST /prompt_manager/images/generate-thumbnails",
     "POST /prompt_manager/images/generate-thumbnails/progress",
     "POST /prompt_manager/images/link",
+    "POST /prompt_manager/images/rescope",
     "POST /prompt_manager/images/reveal",
     "POST /prompt_manager/jobs/autotag",
     "POST /prompt_manager/jobs/duplicates",

tests/js/workspace-collections.test.js

@@ -0,0 +1,313 @@
+// Collections (#331 D136–D140): the client store, the route hash, the names, every user-facing string and the
+// mapping of the routes' error codes.
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+const source = import('../../web/js/workspace/collections.mjs');
+
+const FILE = Object.freeze({ root_index: 0, root_scope: 'a'.repeat(64), path: 'grids/one.png' });
+
+function apiError(status, code) {
+    return Object.assign(new Error(code || `HTTP ${status}`), { status, code: code || null });
+}
+
+function fakeApi() {
+    const calls = [];
+    const pending = [];
+    const api = {
+        calls,
+        get(url, options) {
+            calls.push(['GET', url, options?.cache]);
+            if (url.includes('/membership?')) return api.membershipResult ?? Promise.resolve({ success: true, collection_ids: [2] });
+            return new Promise((resolve, reject) => pending.push({ resolve, reject }));
+        },
+        post(url, body) {
+            calls.push(['POST', url, body]);
+            return api.postResult ?? Promise.resolve({ success: true, collection: { id: 5, name: 'Grids' }, created: true,
+                added: body.items.length, already: 0, not_found: 0 });
+        },
+        patch(url, body) {
+            calls.push(['PATCH', url, body]);
+            return api.patchResult ?? Promise.resolve({ success: true, collection: { id: 2, name: body.name } });
+        },
+        del(url, options) {
+            calls.push(['DELETE', url, options?.body]);
+            return api.deleteResult ?? Promise.resolve(options?.body
+                ? { success: true, collection: { id: options.body.collection_id, name: 'Portraits' }, removed: options.body.items.length }
+                : { success: true, deleted: true });
+        },
+    };
+    return { api, pending };
+}
+
+const LISTED = { success: true, collections: [
+    { id: 4, name: 'Experiments', count: 8, missing: 0 },
+    { id: 2, name: 'Landscapes', count: 12, missing: 1 },
+] };
+
+/** A store whose first read answered with `data`; the test's own timer seam replaces the 300 ms count timer. */
+async function readyStore(data = LISTED) {
+    const { createCollections } = await source;
+    const { api, pending } = fakeApi();
+    const timers = [];
+    const controller = new AbortController();
+    const store = createCollections(api, controller.signal, {
+        setTimer: (run, delay) => { timers.push({ run, delay, cleared: false }); return timers.length; },
+        clearTimer: id => { if (timers[id - 1]) timers[id - 1].cleared = true; },
+    });
+    store.load();
+    pending.shift().resolve(data);
+    await store.settled();
+    return { store, api, pending, timers, controller };
+}
+
+test('the route hash, the name rule and the limits', async () => {
+    const { collectionHash, normalizeCollectionName, MAX_COLLECTION_NAME_LENGTH, MAX_COLLECTION_ITEMS,
+        COLLECTION_COUNT_DELAY_MS } = await source;
+    assert.equal(collectionHash(12), '#/collection/12');
+    assert.throws(() => collectionHash(0), TypeError);
+    assert.throws(() => collectionHash('3'), TypeError);
+    assert.equal(MAX_COLLECTION_NAME_LENGTH, 100);
+    assert.equal(MAX_COLLECTION_ITEMS, 500);
+    assert.equal(COLLECTION_COUNT_DELAY_MS, 300);
+    // Trimmed, each run of whitespace one space, 1 to 100 characters, no control characters (design §1).
+    assert.equal(normalizeCollectionName('  LoRa   testing   grids '), 'LoRa testing grids');
+    assert.equal(normalizeCollectionName('x'.repeat(100)), 'x'.repeat(100));
+    for (const bad of ['', '   ', 'x'.repeat(101), 'bad\u0007name', 7, null, undefined]) {
+        assert.equal(normalizeCollectionName(bad), null, String(bad));
+    }
+    // A tab or newline is whitespace, collapsed rather than refused.
+    assert.equal(normalizeCollectionName('a\tb\nc'), 'a b c');
+});
+
+test('the listing keeps usable rows in the server order, with counts only when they are counts', async () => {
+    const { parseCollections, parseCollection } = await source;
+    assert.deepEqual(parseCollections({ success: true, collections: [
+        { id: 3, name: 'b', count: 2, missing: 0 },
+        { id: 0, name: 'bad id' },
+        { id: 1, name: '  ', count: 1, missing: 0 },
+        { id: 7, name: 'A', count: null, missing: null },
+        { id: 9, name: 'c', count: -1, missing: 1.5 },
+    ] }), [
+        { id: 3, name: 'b', count: 2, missing: 0 },
+        { id: 7, name: 'A', count: null, missing: null },
+        { id: 9, name: 'c', count: null, missing: null },
+    ]);
+    assert.equal(parseCollection(null), null);
+    assert.throws(() => parseCollections({ success: true }), TypeError);
+});
+
+test('every user-facing string of the design (§7.4, §8)', async () => {
+    const c = await source;
+    assert.equal(c.addedMessage({ collection: { name: 'X' }, added: 1, already: 0, notFound: 0 }), 'Added 1 image to “X”.');
+    assert.equal(c.addedMessage({ collection: { name: 'X' }, added: 3, already: 0, notFound: 0 }), 'Added 3 images to “X”.');
+    assert.equal(c.addedMessage({ collection: { name: 'X' }, added: 1, already: 1, notFound: 0 }),
+        'Added 1 image to “X”. 1 was already in it.');
+    assert.equal(c.addedMessage({ collection: { name: 'X' }, added: 2, already: 3, notFound: 1 }),
+        'Added 2 images to “X”. 3 were already in it. 1 could not be found.');
+    assert.equal(c.addedMessage({ collection: { name: 'X' }, added: 1, already: 0, notFound: 2 }),
+        'Added 1 image to “X”. 2 could not be found.');
+    assert.equal(c.addedMessage({ collection: { name: 'X' }, added: 0, already: 4, notFound: 0 }),
+        'All selected images were already in “X”.');
+    assert.equal(c.FILES_NOT_FOUND_TOAST, 'None of the selected images could be found. Refresh the images and try again.');
+    assert.equal(c.SOURCE_CHANGED_TOAST, 'The sources changed. Refresh the images and try again.');
+    assert.equal(c.ADD_FAILED_TOAST, 'The images could not be added. Try again.');
+    assert.equal(c.removedMessage('X', 1), 'Removed 1 image from “X”.');
+    assert.equal(c.removedMessage('X', 4), 'Removed 4 images from “X”.');
+    assert.equal(c.REMOVE_FAILED_TOAST, 'The images could not be removed. Try again.');
+    assert.equal(c.COLLECTION_GONE_TOAST, 'That collection no longer exists.');
+    assert.deepEqual([c.COLLECTION_NOUNS.title, c.COLLECTION_NOUNS.label, c.COLLECTION_NOUNS.deleteTitle],
+        ['Edit collection', 'Collection name', 'Delete collection']);
+    assert.equal(c.COLLECTION_NOUNS.renamed, 'Collection renamed.');
+    assert.equal(c.RENAMED_TOAST, 'Collection renamed.');
+    assert.equal(c.nameTakenMessage('LoRa'), 'A collection named “LoRa” already exists.');
+    assert.equal(c.RENAME_FAILED_TOAST, 'The collection could not be renamed. Try again.');
+    // The stored count: listed members plus missing ones.
+    assert.equal(c.deleteQuestion({ name: 'X', count: 1, missing: 0 }),
+        'Delete “X”? Its 1 image stays where it is; only the collection is removed.');
+    assert.equal(c.deleteQuestion({ name: 'X', count: 3, missing: 1 }),
+        'Delete “X”? Its 4 images stay where they are; only the collection is removed.');
+    assert.equal(c.deleteQuestion({ name: 'X', count: null, missing: null }),
+        'Delete “X”? Its images stay where they are; only the collection is removed.');
+    assert.equal(c.COLLECTION_NOUNS.deleteText({ name: 'X', count: 2, missing: 0 }), c.deleteQuestion({ name: 'X', count: 2, missing: 0 }));
+    assert.equal(c.DELETED_TOAST, 'Collection deleted.');
+    assert.equal(c.DELETE_FAILED_TOAST, 'The collection could not be deleted. Try again.');
+    assert.equal(c.DELETED_PAGE_TEXT, 'This collection no longer exists.');
+    assert.equal(c.OPEN_IMAGES_LINK, 'Open Images');
+    assert.equal(c.VIEW_COLLECTION_DELETED, 'The collection this view uses was deleted.');
+    assert.equal(c.LIST_FAILED_TEXT, 'Collections could not be loaded. Your saved data has not changed.');
+    assert.equal(c.missingNote(1), '1 image in this collection is not in your current sources.');
+    assert.equal(c.missingNote(5), '5 images in this collection are not in your current sources.');
+    for (const none of [0, null, undefined, -1, 1.5]) assert.equal(c.missingNote(none), '');
+    assert.equal(c.TOO_MANY_TOAST, 'Select at most 500 images.');
+    assert.deepEqual([c.ADD_DIALOG_TITLE, c.ADD_DIALOG_LABEL, c.ADD_DIALOG_ACTION],
+        ['Add selected images to collection', 'Collection name', 'Add']);
+    assert.equal(c.COLLECTIONS_UPDATED_TOAST, 'Collections updated.');
+    assert.equal(c.UPDATE_FAILED_TEXT, 'The collections could not be updated. Try again.');
+    assert.equal(c.MEMBERSHIP_LOADING_TEXT, 'Loading collections…');
+    assert.equal(c.MEMBERSHIP_FAILED_TEXT, 'Collections could not be loaded.');
+    assert.equal(c.NO_COLLECTIONS_TEXT, 'No collections yet. Name one below.');
+});
+
+test('a write failure maps the routes\' error codes to their strings', async () => {
+    const { writeFailure, renameFailure, isCollectionGone, COLLECTION_GONE_TOAST, SOURCE_CHANGED_TOAST,
+        FILES_NOT_FOUND_TOAST, ADD_FAILED_TOAST, RENAME_FAILED_TOAST } = await source;
+    assert.equal(writeFailure(apiError(404, 'collection-not-found'), ADD_FAILED_TOAST), COLLECTION_GONE_TOAST);
+    assert.equal(writeFailure(apiError(409, 'source-changed'), ADD_FAILED_TOAST), SOURCE_CHANGED_TOAST);
+    assert.equal(writeFailure(apiError(404, 'files-not-found'), ADD_FAILED_TOAST), FILES_NOT_FOUND_TOAST);
+    for (const other of [apiError(500), apiError(400), apiError(404), new TypeError('x'), null]) {
+        assert.equal(writeFailure(other, ADD_FAILED_TOAST), ADD_FAILED_TOAST);
+    }
+    assert.equal(isCollectionGone(apiError(404, 'collection-not-found')), true);
+    assert.equal(isCollectionGone(apiError(404)), false);
+    // The Edit dialog: a taken name stays in the dialog; a gone collection closes it; anything else keeps it open.
+    assert.deepEqual(renameFailure('LoRa')(apiError(409, 'name-taken')), { field: 'A collection named “LoRa” already exists.' });
+    assert.deepEqual(renameFailure('LoRa')(apiError(404, 'collection-not-found')), { toast: COLLECTION_GONE_TOAST, close: true });
+    assert.deepEqual(renameFailure('LoRa')(apiError(500)), { toast: RENAME_FAILED_TOAST });
+});
+
+test('the store reports loads, keeps the last list after a failed read, and a newer read supersedes', async () => {
+    const { createCollections, COLLECTIONS_URL } = await source;
+    const { api, pending } = fakeApi();
+    const store = createCollections(api);
+    assert.equal(store.status, 'loading');
+    const seen = [];
+    store.subscribe(next => seen.push([next.status, next.collections.map(item => item.id)]));
+    store.load();
+    const settled = store.settled();
+    pending[0].resolve(LISTED);
+    assert.equal((await settled).status, 'ready');
+    assert.deepEqual(api.calls[0], ['GET', COLLECTIONS_URL, 'no-store']);
+    assert.deepEqual(store.find(2), { id: 2, name: 'Landscapes', count: 12, missing: 1 });
+    assert.equal(store.find(3), null);
+    assert.deepEqual(store.collections.map(item => item.name), ['Experiments', 'Landscapes']);
+
+    store.load();
+    pending[1].reject(new Error('offline'));
+    await store.settled();
+    assert.equal(store.status, 'error');
+    assert.deepEqual(store.collections.map(item => item.id), [4, 2]);
+
+    store.load();
+    store.load();
+    pending[3].resolve({ success: true, collections: [{ id: 8, name: 'New', count: 0, missing: 0 }] });
+    pending[2].resolve(LISTED);
+    await store.settled();
+    assert.deepEqual(store.collections.map(item => item.id), [8]);
+    assert.deepEqual(seen.at(-1), ['ready', [8]]);
+    // A malformed listing is a failed read.
+    store.load();
+    pending[4].resolve({ success: true });
+    await store.settled();
+    assert.equal(store.status, 'error');
+});
+
+test('adding by name or id sends only the file identity and re-reads the counts 300 ms after the last change', async () => {
+    const { store, api, pending, timers } = await readyStore();
+    const { COLLECTION_ITEMS_URL } = await source;
+    const result = await store.add({ name: '  Grids  ' }, [{ ...FILE, title: 'ignored', favorite: true }]);
+    assert.deepEqual(api.calls.at(-1), ['POST', COLLECTION_ITEMS_URL, { name: 'Grids', items: [FILE] }]);
+    assert.deepEqual(result, { collection: { id: 5, name: 'Grids' }, created: true, added: 1, already: 0, notFound: 0 });
+    // The new collection is listed at once (its count arrives with the re-read), in name order.
+    assert.deepEqual(store.collections.map(item => [item.id, item.count]), [[4, 8], [5, null], [2, 12]]);
+    api.postResult = Promise.resolve({ success: true, collection: { id: 2, name: 'Landscapes' }, created: false, added: 0,
+        already: 1, not_found: 1 });
+    const again = await store.add({ collectionId: 2 }, [FILE, { ...FILE, path: 'b.png' }]);
+    assert.deepEqual(api.calls.at(-1)[2], { collection_id: 2, items: [FILE, { ...FILE, path: 'b.png' }] });
+    assert.deepEqual(again, { collection: { id: 2, name: 'Landscapes' }, created: false, added: 0, already: 1, notFound: 1 });
+    // One trailing re-read for the run of writes.
+    assert.deepEqual(timers.map(timer => [timer.delay, timer.cleared]), [[300, true], [300, false]]);
+    const reads = api.calls.filter(call => call[0] === 'GET').length;
+    timers.at(-1).run();
+    assert.equal(api.calls.filter(call => call[0] === 'GET').length, reads + 1);
+    pending.shift().resolve(LISTED);
+    await store.settled();
+});
+
+test('a write is refused before sending when its target or files are not valid', async () => {
+    const { store, api } = await readyStore();
+    const sent = api.calls.length;
+    const many = Array.from({ length: 501 }, (_, index) => ({ ...FILE, path: `${index}.png` }));
+    for (const [target, items] of [
+        [{ name: '' }, [FILE]], [{ name: 'x'.repeat(101) }, [FILE]], [{ collectionId: 0 }, [FILE]], [{}, [FILE]],
+        [{ name: 'a', collectionId: 2 }, [FILE]], [{ collectionId: 2 }, []], [{ collectionId: 2 }, many],
+        [{ collectionId: 2 }, [{ ...FILE, root_index: -1 }]], [{ collectionId: 2 }, [{ ...FILE, path: '' }]],
+        [{ collectionId: 2 }, [{ ...FILE, root_scope: 3 }]], [{ collectionId: 2 }, 'a.png'],
+    ]) {
+        await assert.rejects(store.add(target, items), TypeError);
+    }
+    await assert.rejects(store.remove(0, [FILE]), TypeError);
+    await assert.rejects(store.remove(2, []), TypeError);
+    await assert.rejects(store.rename(2, '   '), TypeError);
+    await assert.rejects(store.delete(-1), TypeError);
+    await assert.rejects(store.membership({ root_index: 'x', root_scope: 'a', path: 'p' }), TypeError);
+    assert.equal(api.calls.length, sent);
+});
+
+test('a write to a collection that is gone re-reads the list at once and rejects with the error', async () => {
+    const { store, api, pending } = await readyStore();
+    const { isCollectionGone } = await source;
+    api.postResult = Promise.reject(apiError(404, 'collection-not-found'));
+    const reads = api.calls.filter(call => call[0] === 'GET').length;
+    await assert.rejects(store.add({ collectionId: 2 }, [FILE]), error => isCollectionGone(error));
+    assert.equal(api.calls.filter(call => call[0] === 'GET').length, reads + 1);
+    pending.shift().resolve({ success: true, collections: [LISTED.collections[0]] });
+    await store.settled();
+    assert.equal(store.find(2), null);
+    // Another failure re-reads nothing.
+    api.deleteResult = Promise.reject(apiError(500));
+    await assert.rejects(store.remove(4, [FILE]), error => error.status === 500);
+    assert.equal(api.calls.filter(call => call[0] === 'GET').length, reads + 1);
+});
+
+test('remove sends the collection and files; membership reads one file\'s collections', async () => {
+    const { store, api, timers } = await readyStore();
+    const { COLLECTION_ITEMS_URL, COLLECTION_MEMBERSHIP_URL } = await source;
+    assert.deepEqual(await store.remove(2, [FILE]), { collection: { id: 2, name: 'Portraits' }, removed: 1 });
+    assert.deepEqual(api.calls.at(-1), ['DELETE', COLLECTION_ITEMS_URL, { collection_id: 2, items: [FILE] }]);
+    assert.equal(timers.length, 1);
+    assert.deepEqual(await store.membership(FILE), [2]);
+    const [method, url] = api.calls.at(-1);
+    assert.equal(method, 'GET');
+    const query = new URL(url, 'http://local');
+    assert.equal(query.pathname, COLLECTION_MEMBERSHIP_URL);
+    assert.deepEqual(Object.fromEntries(query.searchParams), { root_index: '0', root_scope: FILE.root_scope, path: FILE.path });
+    api.membershipResult = Promise.resolve({ success: true, collection_ids: [1, 'x'] });
+    await assert.rejects(store.membership(FILE), TypeError);
+});
+
+test('rename and delete change the listed row at once and re-read the counts', async () => {
+    const { store, api, timers } = await readyStore();
+    const { COLLECTIONS_URL } = await source;
+    const renamed = await store.rename(2, '  A  grids ');
+    assert.deepEqual(api.calls.at(-1), ['PATCH', `${COLLECTIONS_URL}/2`, { name: 'A grids' }]);
+    assert.deepEqual(renamed, { id: 2, name: 'A grids' });
+    // The row keeps its counts and moves to its new place in name order.
+    assert.deepEqual(store.collections.map(item => [item.id, item.name, item.count]), [[2, 'A grids', 12], [4, 'Experiments', 8]]);
+    assert.equal(await store.delete(4), 4);
+    assert.deepEqual(api.calls.at(-1), ['DELETE', `${COLLECTIONS_URL}/4`, undefined]);
+    assert.deepEqual(store.collections.map(item => item.id), [2]);
+    // Already gone (another tab): the outcome the user asked for.
+    api.deleteResult = Promise.reject(apiError(404, 'collection-not-found'));
+    assert.equal(await store.delete(2), 2);
+    assert.deepEqual(store.collections, []);
+    api.patchResult = Promise.reject(apiError(409, 'name-taken'));
+    await assert.rejects(store.rename(9, 'Taken'), error => error.code === 'name-taken');
+    assert.equal(timers.filter(timer => !timer.cleared).length, 1);
+});
+
+test('a disposed store stops its count timer, drops a read in flight and reads no more', async () => {
+    const { store, timers, controller, api, pending } = await readyStore();
+    await store.rename(2, 'Kept');
+    const seen = [];
+    store.subscribe(next => seen.push(next));
+    store.load();
+    controller.abort();
+    assert.equal(timers.at(-1).cleared, true);
+    pending.shift().resolve(LISTED);
+    await new Promise(resolve => setImmediate(resolve));
+    assert.equal(seen.filter(next => next.status === 'ready').length, 0);
+    const sent = api.calls.length;
+    await store.load();
+    assert.equal(api.calls.length, sent);
+});

tests/js/workspace-file-inspector.test.js

@@ -384,7 +384,286 @@ test('the D117 wrap rule targets only the settings summary button', async () =>
     assert.doesNotMatch(css, /#viewer-details > div > button/);
 });
 
-test('category chip names its origin and shows an own category for any link status (#332)', async () => {
+// #331 D139 (design §8): the shared inspector's "Collections…" footer button and its checklist dialog.
+const collectionsDialog = await import('../../web/js/workspace/inspector-collections.mjs').catch(() => null);
+const dialogModule = () => { assert.ok(collectionsDialog, 'inspector-collections.mjs is not implemented'); return collectionsDialog; };
+const COLLECTION_SCOPE = 'a'.repeat(64);
+const FILE = {root_index:2, root_scope:COLLECTION_SCOPE, path:'a.png'};
+function collectionsStore({member = [3], membership, add, remove} = {}) {
+    const calls = [];
+    const store = {
+        calls,
+        collections:[{id:3, name:'LoRa testing', count:3, missing:0}, {id:5, name:'Portraits', count:1, missing:0}],
+        membership: async target => { calls.push(['membership', target]); return membership ? membership() : [...member]; },
+        add: async (where, items) => { calls.push(['add', where, items]); if (add) return add(where, items);
+            return {collection:{id:where.collectionId ?? 9, name:where.name ?? 'x'}, created:!!where.name, added:1, already:0, notFound:0}; },
+        remove: async (id, items) => { calls.push(['remove', id, items]); if (remove) return remove(id, items);
+            return {collection:{id, name:'x'}, removed:1}; },
+        settled: async () => ({}),
+    };
+    return store;
+}
+function footerButtons(f) {
+    return f.walk(f.container, n => n.tagName === 'button').map(n => n.textContent.trim());
+}
+test('inspector shows Collections… only for a rooted file with a store', async () => {
+    for (const variant of ['panel', 'full']) {
+        const f = mountedDom(), scope = createScope();
+        try {
+            const view = mountFileInspector(f.container, {sender:{open() {}}, parentScope:scope, variant, collections:collectionsStore()});
+            view.setState({loading:false, error:false, record:{...record(), historyTarget:'#/library/1'}});
+            const labels = footerButtons(f);
+            assert.ok(labels.includes('Collections…'), `${variant}: the button is offered`);
+            // After Prompt history, as the last footer action.
+            assert.equal(labels.at(-1), 'Collections…');
+            assert.equal(labels.at(-2), 'Prompt history');
+            const button = f.walk(f.container, n => n.tagName === 'button' && n.textContent.trim() === 'Collections…')[0];
+            assert.equal(button.children[0].tagName, 'svg', 'with the folder icon');
+            view.dispose();
+        } finally { scope.dispose(); f.restore(); }
+    }
+    // No store (Prompt library galleries, Inspect a file) or a file that is not a listed one: no button.
+    const local = await localRecord(localPng('Fox Render.png'));
+    for (const [shown, store] of [[record(), null], [local, collectionsStore()],
+        [{...record(), identity:{...record().identity, root_scope:null}}, collectionsStore()]]) {
+        const f = mountedDom(), scope = createScope();
+        try {
+            const view = mountFileInspector(f.container, {sender:{open() {}}, parentScope:scope, variant:'full', collections:store});
+            view.setState({loading:false, error:false, record:shown});
+            assert.ok(!footerButtons(f).includes('Collections…'));
+            view.dispose();
+        } finally { scope.dispose(); f.restore(); }
+    }
+});
+
+/** Open the Collections dialog over FILE; returns its nodes by role and helpers. */
+function openCollections(store, extra = {}) {
+    const {openCollectionsDialog} = dialogModule();
+    const f = mountedDom(), scope = createScope(), toasts = [], changes = [];
+    let dialog = null, closed = 0;
+    openCollectionsDialog({scope, collections:store, target:FILE, trigger:null, notify:text => toasts.push(text),
+        onChanged:change => changes.push(change), openDialog:args => { dialog = args; f.container.append(...args.nodes); },
+        // As the shell does: closing runs the dialog's onClose once.
+        closeDialog:() => { closed++; dialog?.onClose?.(); }, ...extra});
+    const settle = () => new Promise(resolve => setTimeout(resolve, 0));
+    const find = predicate => f.walk(f.container, predicate);
+    const boxes = () => find(n => n.tagName === 'input' && n.type === 'checkbox');
+    const button = text => find(n => n.tagName === 'button' && n.textContent === text)[0];
+    const text = () => find(n => n.tagName === 'p').map(n => n.textContent).filter(Boolean);
+    return {f, scope, toasts, changes, get dialog() { return dialog; }, get closed() { return closed; }, settle, find, boxes, button, text,
+        done() { scope.dispose(); f.restore(); }};
+}
+
+test('the Collections dialog loads the membership and lists every collection', async () => {
+    const store = collectionsStore();
+    const view = openCollections(store);
+    try {
+        assert.equal(view.dialog.title, 'Collections');
+        assert.ok(view.text().includes('Loading collections…'));
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), 'true');
+        await view.settle();
+        assert.deepEqual(store.calls, [['membership', FILE]]);
+        const labels = view.find(n => n.tagName === 'label' && n.className === 'tag-suggestion');
+        assert.deepEqual(labels.map(label => label.textContent), ['LoRa testing', 'Portraits']);
+        assert.deepEqual(view.boxes().map(box => box.checked), [true, false]);
+        const field = view.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0];
+        assert.equal(field.maxLength, 100);
+        assert.equal(view.find(n => n.tagName === 'label' && n.htmlFor === field.id)[0].textContent, 'New collection');
+        assert.deepEqual(view.find(n => n.className === 'dialog-actions')[0].children.map(n => n.textContent), ['Cancel', 'Save']);
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), null);
+    } finally { view.done(); }
+});
+
+test('without collections the dialog says to name one', async () => {
+    const store = collectionsStore({member:[]});
+    store.collections = [];
+    const view = openCollections(store);
+    try {
+        await view.settle();
+        assert.ok(view.text().includes('No collections yet. Name one below.'));
+        assert.equal(view.boxes().length, 0);
+    } finally { view.done(); }
+});
+
+test('a failed membership read offers Retry', async () => {
+    let failing = true;
+    const store = collectionsStore({membership:() => { if (failing) throw new TypeError('offline'); return [5]; }});
+    const view = openCollections(store);
+    try {
+        await view.settle();
+        assert.ok(view.text().includes('Collections could not be loaded.'));
+        assert.equal(view.button('Retry').hidden, false);
+        assert.equal(view.boxes().length, 0);
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), 'true');
+        failing = false;
+        view.button('Retry').fire('click');
+        await view.settle();
+        assert.deepEqual(view.boxes().map(box => box.checked), [false, true]);
+        assert.equal(view.button('Retry').hidden, true);
+    } finally { view.done(); }
+});
+
+test('Save sends the new name, each added and each removed collection, in that order', async () => {
+    const store = collectionsStore();
+    const view = openCollections(store);
+    try {
+        await view.settle();
+        const [lora, portraits] = view.boxes();
+        lora.checked = false; portraits.checked = true;
+        view.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0].value = '  Grids  ';
+        view.button('Save').fire('click');
+        await view.settle(); await view.settle();
+        assert.deepEqual(store.calls.slice(1), [
+            ['add', {name:'Grids'}, [FILE]],
+            ['add', {collectionId:5}, [FILE]],
+            ['remove', 3, [FILE]],
+        ]);
+        assert.equal(view.closed, 1);
+        assert.deepEqual(view.toasts, ['Collections updated.']);
+        assert.deepEqual(view.changes, [{added:[9, 5], removed:[3]}]);
+    } finally { view.done(); }
+});
+
+test('Save without a change sends nothing and closes', async () => {
+    const store = collectionsStore();
+    const view = openCollections(store);
+    try {
+        await view.settle();
+        view.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0].value = '   ';
+        view.button('Save').fire('click');
+        await view.settle();
+        assert.deepEqual(store.calls.map(call => call[0]), ['membership']);
+        assert.equal(view.closed, 1);
+        assert.deepEqual(view.toasts, []);
+        assert.deepEqual(view.changes, []);
+    } finally { view.done(); }
+});
+
+test('a failed Save keeps the dialog, says so and shows the current membership', async () => {
+    let reads = 0;
+    const store = collectionsStore({membership:() => (reads++ ? [5] : [3]),
+        remove:() => { throw Object.assign(new Error('x'), {status:500}); }});
+    const view = openCollections(store);
+    try {
+        await view.settle();
+        const [lora, portraits] = view.boxes();
+        lora.checked = false; portraits.checked = true;
+        view.button('Save').fire('click');
+        // While it saves, × and Escape keep the dialog and Save is busy.
+        assert.equal(view.dialog.canClose(), false);
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), 'true');
+        for (let index = 0; index < 4; index++) await view.settle();
+        assert.equal(view.closed, 0);
+        assert.deepEqual(view.toasts, []);
+        const alert = view.find(n => n.getAttribute?.('role') === 'alert')[0];
+        assert.equal(alert.textContent, 'The collections could not be updated. Try again.');
+        // The add went through; the list shows what the server holds now. Review M2: the page hears about it only once
+        // the dialog closes, so a listing refresh cannot dispose the dialog before its failure is read.
+        assert.deepEqual(view.changes, []);
+        assert.deepEqual(view.boxes().map(box => box.checked), [false, true]);
+        assert.equal(view.dialog.canClose(), true);
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), null);
+        view.button('Cancel').fire('click');
+        assert.deepEqual(view.changes, [{added:[5], removed:[]}]);
+    } finally { view.done(); }
+});
+
+test('a name the store cannot take is refused on the field, keeping the edits (review L5)', async () => {
+    const store = collectionsStore();
+    const view = openCollections(store);
+    try {
+        await view.settle();
+        const [lora, portraits] = view.boxes();
+        lora.checked = false; portraits.checked = true;
+        const field = view.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0];
+        const validity = [];
+        field.setCustomValidity = text => validity.push(text);
+        field.reportValidity = () => validity.push('reported');
+        field.value = 'bad\u0001name';
+        view.button('Save').fire('click');
+        for (let index = 0; index < 3; index++) await view.settle();
+        assert.deepEqual(store.calls.map(call => call[0]), ['membership'], 'nothing sent and no re-read');
+        assert.deepEqual(validity, ['The collections could not be updated. Try again.', 'reported']);
+        assert.deepEqual(view.boxes().map(box => box.checked), [false, true], 'the checkbox edits stay');
+        assert.equal(view.closed, 0);
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), null);
+        // Editing the field clears its message.
+        field.fire('input');
+        assert.equal(validity.at(-1), '');
+    } finally { view.done(); }
+});
+
+
+test('after a failed Save, Save waits for the membership re-read (review M1)', async () => {
+    let release;
+    const store = collectionsStore({remove:() => { throw new Error('x'); }});
+    store.settled = () => new Promise(resolve => { release = resolve; });
+    const view = openCollections(store);
+    try {
+        await view.settle();
+        view.boxes()[0].checked = false;
+        view.button('Save').fire('click');
+        for (let index = 0; index < 3; index++) await view.settle();
+        assert.equal(typeof release, 'function', 'the store is settling');
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), 'true');
+        assert.ok(view.text().includes('Loading collections…'));
+        const sent = store.calls.length;
+        view.button('Save').fire('click');
+        await view.settle();
+        assert.equal(store.calls.length, sent, 'no stale plan is sent');
+        release({});
+        for (let index = 0; index < 3; index++) await view.settle();
+        assert.equal(view.button('Save').getAttribute('aria-disabled'), null);
+    } finally { view.done(); }
+});
+
+test('a typed name of an existing collection is that collection checkbox (review L4)', async () => {
+    // "portraits" names Portraits (not a member): one add by id, no name request.
+    let store = collectionsStore();
+    let view = openCollections(store);
+    try {
+        await view.settle();
+        view.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0].value = '  PORTRAITS ';
+        view.button('Save').fire('click');
+        for (let index = 0; index < 3; index++) await view.settle();
+        assert.deepEqual(store.calls.slice(1), [['add', {collectionId:5}, [FILE]]]);
+    } finally { view.done(); }
+    // Unchecking LoRa testing while typing its name keeps it: nothing to send.
+    store = collectionsStore();
+    view = openCollections(store);
+    try {
+        await view.settle();
+        view.boxes()[0].checked = false;
+        view.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0].value = 'lora testing';
+        view.button('Save').fire('click');
+        await view.settle();
+        assert.deepEqual(store.calls.map(call => call[0]), ['membership']);
+        assert.equal(view.closed, 1);
+    } finally { view.done(); }
+});
+
+test('focus starts on the field, moves to the first checkbox once listed, and falls back on close (review L6)', async () => {
+    const trigger = {isConnected:false, focus() { assert.fail('a detached trigger is not focused'); }};
+    const fallback = {focused:false, focus() { this.focused = true; }};
+    const view = openCollections(collectionsStore(), {trigger, focusFallback:() => fallback});
+    try {
+        const field = view.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0];
+        assert.equal(view.dialog.focusTarget, field);
+        await view.settle();
+        assert.equal(view.boxes()[0].focused, true);
+        view.button('Cancel').fire('click');
+        assert.equal(fallback.focused, true);
+    } finally { view.done(); }
+    const empty = collectionsStore({member:[]});
+    empty.collections = [];
+    const none = openCollections(empty);
+    try {
+        await none.settle();
+        assert.equal(none.find(n => n.tagName === 'input' && n.type !== 'checkbox')[0].focused, true);
+    } finally { none.done(); }
+});
+
+test('category chip names its origin visibly and shows an own category for any link status (#332 D146)', async () => {
     const base = await localRecord(localPng('a.png'));
     const chipTexts = record => {
         const {f, done} = renderFull(record);
@@ -393,11 +672,11 @@ test('category chip names its origin and shows an own category for any link stat
         } finally { done(); }
     };
     const cases = [
-        [{status:'none', category:'Scans', category_scope:'image'}, 'Image category: Scans'],
-        [{status:'ambiguous', category:'Scans', category_scope:'image'}, 'Image category: Scans'],
-        [{status:'linked', category:'Portraits', category_scope:'image'}, 'Image category: Portraits'],
-        [{status:'linked', category:'Landscapes', category_scope:'positive'}, 'Positive prompt category: Landscapes'],
-        [{status:'linked', category:'Recipes', category_scope:'pair'}, 'Recipe category: Recipes'],
+        [{status:'none', category:'Scans', category_scope:'image'}, 'Image category: Scans · this image'],
+        [{status:'ambiguous', category:'Scans', category_scope:'image'}, 'Image category: Scans · this image'],
+        [{status:'linked', category:'Portraits', category_scope:'image'}, 'Image category: Portraits · this image'],
+        [{status:'linked', category:'Landscapes', category_scope:'positive'}, 'Positive prompt category: Landscapes · prompt'],
+        [{status:'linked', category:'Recipes', category_scope:'pair'}, 'Recipe category: Recipes · recipe'],
     ];
     for (const [library, text] of cases) {
         const chips = chipTexts({...base, library:{...base.library, tags:[], tags_scope:null, ...library}});

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

@@ -253,15 +253,16 @@ test('an unreadable or malformed models read falls back to the documented defaul
 
 test('observe failures and malformed answers end in observe-error and retry observes again', async () => {
     const { createImageTaggingController } = await load();
-    let answer = () => fail(409, 'source-changed', 'The source changed. Refresh the image collection before tagging this file.');
+    let answer = () => fail(500, 'observe-failed');
     const h = harness(defaultRoutes({ [`POST ${OBSERVE}`]: () => answer() }));
     const c = createImageTaggingController({ api: h.api, target: TARGET });
     await c.open();
     assert.equal(c.state.phase, 'observe-error');
-    assert.equal(c.state.statusText, 'The source changed. Refresh the image collection before tagging this file.');
+    assert.equal(c.state.statusText, 'The image could not be opened for tagging.');
     assert.equal(c.state.canSave, false);
     assert.equal(c.state.canGenerate, false);
     assert.equal(c.state.canRetry, true);
+    assert.equal(c.state.blocked, true, 'a failed capture blocks Generate and Save with its reason');
     answer = () => response(200, observed({ tag_revision: -1 }));
     await c.retry();
     assert.equal(c.state.phase, 'observe-error');
@@ -274,9 +275,71 @@ test('observe failures and malformed answers end in observe-error and retry obse
     await c.retry();
     await settle();
     assert.equal(c.state.phase, 'ready');
+    assert.equal(c.state.blocked, false);
     assert.equal(h.of('POST', OBSERVE).length, 4);
 });
 
+test('#430: a changed source blocks the dialog until it is retargeted, keeping the draft', async () => {
+    const { createImageTaggingController } = await load();
+    const SOURCE = 'The source changed. Refresh the image collection before tagging this file.';
+    const fresh = { root_index: 1, root_scope: 'e'.repeat(64), path: TARGET.path };
+    const h = harness(defaultRoutes({
+        [`POST ${OBSERVE}`]: call => (call.body.target.root_scope === SCOPE ? fail(409, 'source-changed', SOURCE) : response(200, observed())),
+    }));
+    const c = createImageTaggingController({ api: h.api, target: TARGET });
+    await c.open();
+    assert.equal(c.state.phase, 'source-changed');
+    assert.equal(c.state.statusText, SOURCE);
+    assert.deepEqual([c.state.canSave, c.state.canGenerate, c.state.canRetry, c.state.blocked], [false, false, false, true]);
+    assert.equal(await c.retry(), false, 'the same stale target is never observed again');
+    assert.equal(h.of('POST', OBSERVE).length, 1);
+    assert.throws(() => c.retarget({ ...fresh, root_scope: 'bad' }), TypeError);
+    await c.retarget(fresh);
+    await settle();
+    assert.equal(c.state.phase, 'ready');
+    assert.deepEqual(h.of('POST', OBSERVE).at(-1).body.target, fresh);
+    assert.deepEqual({ ...c.target }, fresh);
+    // Generate and Save now carry the new target.
+    c.setManual('kept draft');
+    await c.generate();
+    assert.deepEqual(h.of('POST', SUGGEST)[0].body.target, fresh);
+});
+
+test('#430: a source change answered to Generate or Save also blocks; retarget keeps the typed draft', async () => {
+    for (const route of [SUGGEST, TAGS]) {
+        const method = route === TAGS ? 'PUT' : 'POST';
+        let stale = true;
+        const { c, h } = await opened({
+            [`${method} ${route}`]: call => (stale ? fail(409, 'source-changed', 'server says source') :
+                route === TAGS ? response(200, receipt(call.body.tags)) : response(200, suggested())),
+        });
+        c.setManual('kept draft');
+        if (route === TAGS) await c.save(); else await c.generate();
+        assert.equal(c.state.phase, 'source-changed');
+        assert.equal(c.state.statusText, 'server says source');
+        stale = false;
+        await c.retarget({ root_index: 2, root_scope: 'f'.repeat(64), path: TARGET.path });
+        await settle();
+        assert.equal(c.state.phase, 'ready');
+        assert.equal(c.state.manual, 'kept draft');
+        assert.equal(h.of('DELETE', CAPTURE).length, 1, 'the old capture is released');
+    }
+});
+
+test('#430: retarget waits for nothing: it refuses while a save is in flight and after close', async () => {
+    const gate = deferred();
+    const { c, h } = await opened({ [`PUT ${TAGS}`]: () => gate.promise });
+    const saving = c.save();
+    await flush();
+    assert.equal(c.state.phase, 'saving');
+    assert.equal(await c.retarget({ ...TARGET, root_index: 3 }), false);
+    gate.resolve(response(200, receipt(['Minimal'])));
+    await saving;
+    c.cancel();
+    assert.equal(await c.retarget({ ...TARGET, root_index: 3 }), false);
+    assert.equal(h.of('POST', OBSERVE).length, 1);
+});
+
 test('model change clears suggestions count and status but keeps manual', async () => {
     const { c } = await opened();
     c.setManual('Minimal, dune');
@@ -547,7 +610,7 @@ test('write errors keep the draft and allow another save', async () => {
 });
 
 test('storage-changed and file-changed disable save until reopen', async () => {
-    for (const [code, phase] of [['storage-changed', 'storage-changed'], ['file-changed', 'file-changed'], ['source-changed', 'file-changed'], ['capture-expired', 'capture-expired']]) {
+    for (const [code, phase] of [['storage-changed', 'storage-changed'], ['file-changed', 'file-changed'], ['source-changed', 'source-changed'], ['capture-expired', 'capture-expired']]) {
         const message = `server says ${code}`;
         let answer = () => fail(409, code, message);
         const { c, h } = await opened({ [`PUT ${TAGS}`]: () => answer() });

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

@@ -1,53 +1,61 @@
 const test = require('node:test');
 const assert = require('node:assert/strict');
+
+// #332 D140: Set category writes each selected image's own category; Use prompt category removes it.
 const source = import('../../web/js/workspace/images-category.mjs');
 
-const linked = (id, extra = {}) => ({path:`p${id}.png`, linked:{status:'linked', positive_id:id, ...extra}});
-
-test('targets are the distinct linked positives, in selection order, and the rest count as skipped', async () => {
-    const {categoryTargets} = await source;
-    const images = [
-        linked(7), linked(3), linked(7),
-        {path:'u.png', linked:{status:'unlinked', positive_id:null}},
-        {path:'a.png', linked:{status:'ambiguous', positive_id:4}},
-        {path:'v.png', linked:{status:'unavailable', positive_id:null}},
-        {path:'none.png'},
-        {path:'bad.png', linked:{status:'linked', positive_id:'9'}},
-        {path:'zero.png', linked:{status:'linked', positive_id:0}},
-        {path:'frac.png', linked:{status:'linked', positive_id:1.5}},
-        null,
-    ];
-    assert.deepEqual(categoryTargets(images), {promptIds:[7, 3], skipped:8});
-    assert.deepEqual(categoryTargets([]), {promptIds:[], skipped:0});
-    assert.deepEqual(categoryTargets([linked(2)]), {promptIds:[2], skipped:0});
-});
-
-test('the outcome toast counts the prompts and the skipped images', async () => {
-    const {categoryOutcome} = await source;
-    assert.equal(categoryOutcome(3, 0), 'Category set on 3 prompts.');
-    assert.equal(categoryOutcome(1, 0), 'Category set on 1 prompt.');
-    assert.equal(categoryOutcome(2, 4), 'Category set on 2 prompts. 4 selected images had no linked prompt and were skipped.');
-    assert.equal(categoryOutcome(1, 1), 'Category set on 1 prompt. 1 selected image had no linked prompt and was skipped.');
-});
-
-test('the dialog and failure copy is the plan\'s', async () => {
-    const {CATEGORY_DIALOG, CATEGORY_NONE_LINKED, CATEGORY_FAILED} = await source;
-    assert.deepEqual(CATEGORY_DIALOG, {title:'Categorize selected images', label:'Category', action:'Apply'});
-    assert.equal(CATEGORY_NONE_LINKED, "None of the selected images is linked to a saved prompt, so there is no prompt category to set.");
+test('the dialog keeps the concept\'s simpleInput words and names the routes', async () => {
+    const {CATEGORY_DIALOG, USE_PROMPT_CATEGORY, REMOVE_DIALOG, CATEGORY_URL, IMAGE_CATEGORIES_URL, CATEGORY_FAILED,
+        CATEGORY_MAX_LENGTH, MAX_CATEGORY_IMAGES} = await source;
+    assert.deepEqual({...CATEGORY_DIALOG}, {title:'Categorize selected images', label:'Category', action:'Apply'});
+    assert.equal(USE_PROMPT_CATEGORY, 'Use prompt category');
+    assert.deepEqual({...REMOVE_DIALOG}, {title:'Use prompt category', action:'Remove'});
+    assert.equal(CATEGORY_URL, '/prompt_manager/images/category');
+    assert.equal(IMAGE_CATEGORIES_URL, '/prompt_manager/images/categories');
     assert.equal(CATEGORY_FAILED, 'Category could not be set. Try again.');
-    assert.ok(Object.isFrozen(CATEGORY_DIALOG));
+    assert.equal(CATEGORY_MAX_LENGTH, 100);
+    assert.equal(MAX_CATEGORY_IMAGES, 500);
 });
 
-test('the updated count is the server\'s when it is a count, else the number of prompts posted', async () => {
-    const {updatedCount} = await source;
-    assert.equal(updatedCount({updated_count:0}, 3), 0);
-    assert.equal(updatedCount({updated_count:2}, 3), 2);
-    for (const result of [{}, {updated_count:-1}, {updated_count:1.5}, {updated_count:'2'}, null, undefined]) {
-        assert.equal(updatedCount(result, 3), 3, JSON.stringify(result));
+test('a set counts unchanged files as set and names files that could not be found', async () => {
+    const {setOutcome} = await source;
+    assert.equal(setOutcome({updated:1, unchanged:0, not_found:0}, 'Portraits'), 'Category “Portraits” set on 1 image.');
+    assert.equal(setOutcome({updated:1, unchanged:2, not_found:0}, 'Scans'), 'Category “Scans” set on 3 images.');
+    assert.equal(setOutcome({updated:2, unchanged:0, not_found:1}, 'Scans'), 'Category “Scans” set on 2 images. 1 could not be found.');
+    assert.equal(setOutcome({updated:0, unchanged:1, not_found:3}, 'Scans'), 'Category “Scans” set on 1 image. 3 could not be found.');
+    assert.equal(setOutcome({}, 'Scans'), 'Category “Scans” set on 0 images.');
+});
+
+test('a removal says how many lost their own category, or that none had one', async () => {
+    const {clearOutcome, NONE_HAD_OWN} = await source;
+    assert.equal(clearOutcome({cleared:1}), 'Removed the image category from 1 image.');
+    assert.equal(clearOutcome({cleared:4}), 'Removed the image category from 4 images.');
+    assert.equal(clearOutcome({cleared:0}), NONE_HAD_OWN);
+    assert.equal(NONE_HAD_OWN, 'None of the selected images had its own category.');
+});
+
+test('the confirmation states the count', async () => {
+    const {removeQuestion} = await source;
+    assert.equal(removeQuestion(1), "Remove the image category from the 1 selected image? Each one then shows its prompt's " +
+        'category, or none if it has no linked prompt. This cannot be undone.');
+    assert.match(removeQuestion(1200), /^Remove the image category from the 1,200 selected images\? /);
+});
+
+test('coded failures have their own sentences, anything else the fixed one', async () => {
+    const {failureMessage, NONE_FOUND, SOURCES_CHANGED, CATEGORY_FAILED} = await source;
+    assert.equal(failureMessage({code:'files-not-found'}), NONE_FOUND);
+    assert.equal(NONE_FOUND, 'None of the selected images could be found. Refresh the images and try again.');
+    assert.equal(failureMessage({code:'source-changed'}), SOURCES_CHANGED);
+    assert.equal(SOURCES_CHANGED, 'The sources changed. Refresh the images and try again.');
+    assert.equal(failureMessage({code:'too-many-images', message:'Select at most 500 images.'}), 'Select at most 500 images.');
+    for (const error of [null, undefined, new Error('x'), {code:'other', message:'secret'}]) {
+        assert.equal(failureMessage(error), CATEGORY_FAILED);
     }
 });
 
-test('the category field is limited to the server\'s 100 characters', async () => {
-    const {CATEGORY_MAX_LENGTH} = await source;
-    assert.equal(CATEGORY_MAX_LENGTH, 100);
+test('the toolbar list merges prompt and image categories once each', async () => {
+    const {mergeCategories} = await source;
+    assert.deepEqual(mergeCategories(['Landscapes', 'Portraits'], ['Scans', 'Landscapes']), ['Landscapes', 'Portraits', 'Scans']);
+    assert.deepEqual(mergeCategories(['A', '', '  ', 7], null), ['A']);
+    assert.deepEqual(mergeCategories(undefined, ['landscapes', 'Landscapes']), ['landscapes', 'Landscapes']);
 });

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

@@ -0,0 +1,285 @@
+// The Images selection bar's collection actions (#331 D138, design §7): Add to collection after Set category, Remove
+// from collection beside it while a collection filter is active, the 500 cap and every toast of §7.4.
+import test from 'node:test';
+import assert from 'node:assert/strict';
+
+// Guarded: before the module exists every test fails on an assertion, not on the import.
+const loaded = await import('../../web/js/workspace/images-collections.mjs').catch(() => null);
+const module = () => { assert.ok(loaded, 'images-collections.mjs is not implemented'); return loaded; };
+const { mountSelectionBar } = await import('../../web/js/workspace/images-selection.mjs');
+const { createScope } = await import('../../web/js/shared/toolkit/core.js');
+const strings = await import('../../web/js/workspace/collections.mjs');
+
+const SCOPE = 'b'.repeat(64);
+const image = (path, extra = {}) => ({ root_index: 0, root_scope: SCOPE, path, filename: path.split('/').pop(), ...extra });
+const target = path => ({ root_index: 0, root_scope: SCOPE, path });
+const images = count => Array.from({ length: count }, (_, index) => image(`set/${index}.png`));
+const keyOf = item => `${item.root_index}:${item.path}`;
+const flush = () => new Promise(resolve => setTimeout(resolve, 0));
+const coded = (code, status = 400) => Object.assign(new Error(code), { name: 'ApiError', code, status });
+
+/** A minimal DOM for the selection bar: elements with order, attributes, listeners, focus and a toast. */
+function fakeDOM() {
+    const previous = globalThis.document;
+    let active = null;
+    class Element extends EventTarget {
+        constructor(tag) {
+            super();
+            this.tagName = tag.toUpperCase();
+            this.children = [];
+            this.parentNode = null;
+            this.attributes = {};
+            this.dataset = {};
+            this.className = '';
+            this.id = '';
+            this._text = '';
+        }
+        get textContent() { return this._text + this.children.map(child => child.textContent).join(''); }
+        set textContent(text) { this.children = []; this._text = String(text); }
+        get nextElementSibling() {
+            const siblings = this.parentNode?.children ?? [];
+            return siblings[siblings.indexOf(this) + 1] ?? null;
+        }
+        append(...nodes) {
+            for (const node of nodes) { node.remove(); node.parentNode = this; this.children.push(node); }
+        }
+        after(node) {
+            node.remove();
+            node.parentNode = this.parentNode;
+            this.parentNode.children.splice(this.parentNode.children.indexOf(this) + 1, 0, node);
+        }
+        remove() {
+            if (!this.parentNode) return;
+            this.parentNode.children.splice(this.parentNode.children.indexOf(this), 1);
+            this.parentNode = null;
+        }
+        setAttribute(name, value) { this.attributes[name] = String(value); }
+        getAttribute(name) { return Object.hasOwn(this.attributes, name) ? this.attributes[name] : null; }
+        removeAttribute(name) { delete this.attributes[name]; }
+        querySelector() { return this.children.find(child => child.tagName === 'BUTTON' && child.getAttribute('aria-disabled') !== 'true') ?? null; }
+        querySelectorAll() { return []; }
+        focus() { active = this; }
+        click() { this.dispatchEvent(new Event('click')); }
+    }
+    const toast = new Element('div');
+    const body = new Element('body');
+    globalThis.document = {
+        body,
+        get activeElement() { return active ?? body; },
+        createElement: tag => new Element(tag),
+        createTextNode: text => Object.assign(new Element('#text'), { _text: String(text) }),
+        getElementById: id => (id === 'workspace-toast' ? toast : null),
+    };
+    return { Element, body, toast, restore() { globalThis.document = previous; } };
+}
+
+/** The bar over `items` with `checked` keys; `options` adds the collection props. */
+function mountBar(dom, items, checkedKeys, options = {}) {
+    const scope = createScope();
+    const grid = new dom.Element('div');
+    const focusFallback = new dom.Element('h1');
+    const bar = mountSelectionBar({ scope, api: {}, grid, getItems: () => items, focusFallback, onCategorySet() {},
+        activity: options.activity ?? null, onTagged() {}, getFilter: () => ({}),
+        getListing: () => ({ total: options.total ?? items.length, hasMore: false, positiveCount: null }),
+        checked: Object.freeze(new Set(checkedKeys)), ...options.props });
+    return { scope, bar, labels: () => bar.element.children[0]?.children.map(child => child.textContent) ?? [],
+        button: text => bar.element.children[0].children.find(child => child.textContent === text) };
+}
+
+function store(overrides = {}) {
+    const calls = [];
+    return {
+        calls,
+        collections: [{ id: 3, name: 'Experiments', count: 8, missing: 0 }, { id: 7, name: 'Landscapes', count: 12, missing: 1 }],
+        add: async (where, items) => { calls.push(['add', where, items]); return overrides.add?.(where, items); },
+        remove: async (id, items) => { calls.push(['remove', id, items]); return overrides.remove?.(id, items); },
+    };
+}
+
+test('selection bar lists Add to collection after Set category', () => {
+    const dom = fakeDOM();
+    try {
+        const items = images(2);
+        const collections = store();
+        const plain = mountBar(dom, items, [keyOf(items[0])], { activity: {}, props: { collections } });
+        assert.deepEqual(plain.labels(), ['1 selected', 'Add tags', 'Auto-tag selected', 'Set category', 'Add to collection',
+            'Export metadata', 'Clear']);
+        plain.scope.dispose();
+        // §7.1: Remove from collection beside Add, only while a collection filter is active.
+        const filtered = mountBar(dom, items, [keyOf(items[0])], { activity: {}, props: { collections, collection: '7' } });
+        assert.deepEqual(filtered.labels(), ['1 selected', 'Add tags', 'Auto-tag selected', 'Set category', 'Add to collection',
+            'Remove from collection', 'Export metadata', 'Clear']);
+        filtered.scope.dispose();
+        // Without the client store (a page that has none) neither shows.
+        const none = mountBar(dom, items, [keyOf(items[0])]);
+        assert.deepEqual(none.labels(), ['1 selected', 'Set category', 'Export metadata', 'Clear']);
+        none.scope.dispose();
+    } finally { dom.restore(); }
+});
+
+test('more than 500 checked toasts and opens nothing', async () => {
+    const dom = fakeDOM();
+    try {
+        const items = images(501);
+        const collections = store();
+        const view = mountBar(dom, items, items.map(keyOf), { props: { collections, collection: '7' } });
+        view.button('Add to collection').click();
+        assert.equal(dom.toast.textContent, 'Select at most 500 images.');
+        assert.equal(dom.body.children.length, 0, 'no dialog opened');
+        dom.toast.textContent = '';
+        view.button('Remove from collection').click();
+        await flush();
+        assert.equal(dom.toast.textContent, 'Select at most 500 images.');
+        assert.deepEqual(collections.calls, []);
+        view.scope.dispose();
+    } finally { dom.restore(); }
+});
+
+test('Remove from collection removes the checked files and reloads the listing', async () => {
+    const dom = fakeDOM();
+    try {
+        const items = images(3);
+        let changed = 0;
+        const collections = store({ remove: () => ({ collection: { id: 7, name: 'Landscapes' }, removed: 2 }) });
+        const view = mountBar(dom, items, [keyOf(items[0]), keyOf(items[2])], { props: { collections, collection: '7',
+            onCollectionsChanged: () => { changed++; } } });
+        const remove = view.button('Remove from collection');
+        remove.click();
+        // A second press while the first is in flight is ignored.
+        assert.equal(remove.getAttribute('aria-disabled'), 'true');
+        remove.click();
+        await flush();
+        assert.deepEqual(collections.calls, [['remove', 7, [target('set/0.png'), target('set/2.png')]]]);
+        assert.equal(dom.toast.textContent, 'Removed 2 images from “Landscapes”.');
+        assert.equal(changed, 1);
+        assert.equal(remove.getAttribute('aria-disabled'), null);
+        view.scope.dispose();
+    } finally { dom.restore(); }
+});
+
+test('the collection-target rule keeps the all-matching selection to its loaded images', () => {
+    const { collectionTargets } = module();
+    assert.deepEqual(collectionTargets(images(2)), { targets: [target('set/0.png'), target('set/1.png')] });
+    assert.deepEqual(collectionTargets(images(501)), { refusal: strings.TOO_MANY_TOAST });
+    // All N matching: only when every match is loaded and checked, and at most 500.
+    assert.deepEqual(collectionTargets(images(2), { allMatching: true, total: 2 }), { targets: [target('set/0.png'), target('set/1.png')] });
+    assert.deepEqual(collectionTargets(images(2), { allMatching: true, total: 3 }), { refusal: strings.TOO_MANY_TOAST });
+    assert.deepEqual(collectionTargets(images(501), { allMatching: true, total: 501 }), { refusal: strings.TOO_MANY_TOAST });
+    // A file without a listing identity cannot be named; none left is "could not be found".
+    assert.deepEqual(collectionTargets([{ ...image('x.png'), root_scope: 'nope' }]), { refusal: strings.FILES_NOT_FOUND_TOAST });
+});
+
+const pageScope = () => {
+    const controller = new AbortController();
+    return { signal: controller.signal, cleanup() {}, abort: () => controller.abort() };
+};
+
+test('Add to collection opens the concept dialog with the existing names as suggestions', () => {
+    const { openAddToCollection } = module();
+    let dialog = null;
+    const collections = store();
+    openAddToCollection({ scope: pageScope(), collections, images: images(1), trigger: 'trigger', notify: assert.fail,
+        openInput: args => { dialog = args; } });
+    assert.equal(dialog.title, 'Add selected images to collection');
+    assert.equal(dialog.label, 'Collection name');
+    assert.equal(dialog.action, 'Add');
+    assert.equal(dialog.maxLength, 100);
+    assert.equal(dialog.trigger, 'trigger');
+    assert.deepEqual(dialog.suggestions, ['Experiments', 'Landscapes']);
+    assert.equal(dialog.value ?? '', '');
+});
+
+/** Apply `name` in the Add dialog over `count` images; resolves with the toasts and the store's calls. */
+async function add(name, answer, { count = 1, extra = {} } = {}) {
+    const { openAddToCollection } = module();
+    const toasts = [];
+    let dialog = null, sourceChanged = 0;
+    const collections = store({ add: answer });
+    openAddToCollection({ scope: pageScope(), collections, images: images(count), notify: text => toasts.push(text),
+        openInput: args => { dialog = args; }, onSourceChanged: () => { sourceChanged++; }, ...extra });
+    await dialog.onApply(name);
+    return { toasts, calls: collections.calls, sourceChanged };
+}
+const answer = (added, already, notFound, created = false) => () => ({ collection: { id: 9, name: 'LoRa testing' }, created,
+    added, already, notFound });
+
+test('Add sends the normalized name and the checked files', async () => {
+    const { toasts, calls } = await add('  LoRa   testing ', answer(3, 0, 0, true), { count: 3 });
+    assert.deepEqual(calls, [['add', { name: 'LoRa testing' }, [target('set/0.png'), target('set/1.png'), target('set/2.png')]]]);
+    assert.deepEqual(toasts, ['Added 3 images to “LoRa testing”.']);
+});
+
+test('Add toasts every outcome of §7.4', async () => {
+    const cases = [
+        [answer(1, 0, 0), 'Added 1 image to “LoRa testing”.'],
+        [answer(1, 1, 0), 'Added 1 image to “LoRa testing”. 1 was already in it.'],
+        [answer(2, 3, 0), 'Added 2 images to “LoRa testing”. 3 were already in it.'],
+        [answer(1, 0, 1), 'Added 1 image to “LoRa testing”. 1 could not be found.'],
+        [answer(1, 2, 4), 'Added 1 image to “LoRa testing”. 2 were already in it. 4 could not be found.'],
+        [answer(0, 2, 0), 'All selected images were already in “LoRa testing”.'],
+        [answer(0, 1, 1), 'Added 0 images to “LoRa testing”. 1 was already in it. 1 could not be found.'],
+        [() => { throw coded('files-not-found', 404); }, 'None of the selected images could be found. Refresh the images and try again.'],
+        [() => { throw coded('collection-not-found', 404); }, 'That collection no longer exists.'],
+        [() => { throw new TypeError('offline'); }, 'The images could not be added. Try again.'],
+    ];
+    for (const [reply, text] of cases) assert.deepEqual((await add('LoRa testing', reply)).toasts, [text], text);
+});
+
+test('a stale source on Add says so and reloads the listing', async () => {
+    const { toasts, sourceChanged } = await add('Grids', () => { throw coded('source-changed', 409); });
+    assert.deepEqual(toasts, ['The sources changed. Refresh the images and try again.']);
+    assert.equal(sourceChanged, 1);
+});
+
+test('Add with a name the store cannot take sends nothing and says it failed', async () => {
+    const { toasts, calls } = await add('bad\u0001name', answer(1, 0, 0));
+    assert.deepEqual(calls, []);
+    assert.deepEqual(toasts, ['The images could not be added. Try again.']);
+});
+
+test('Add after the page left shows no toast', async () => {
+    const { openAddToCollection } = module();
+    const scope = pageScope();
+    const toasts = [];
+    let dialog = null;
+    openAddToCollection({ scope, collections: store({ add: answer(1, 0, 0) }), images: images(1), notify: text => toasts.push(text),
+        openInput: args => { dialog = args; } });
+    scope.abort();
+    await dialog.onApply('Grids');
+    assert.deepEqual(toasts, []);
+});
+
+test('Add refuses an over-cap or all-matching selection before any dialog', () => {
+    const { openAddToCollection } = module();
+    const toasts = [];
+    const open = extra => openAddToCollection({ scope: pageScope(), collections: store(), notify: text => toasts.push(text),
+        openInput: () => assert.fail('no dialog opens'), ...extra });
+    open({ images: images(501) });
+    open({ images: images(2), allMatching: true, total: 40 });
+    assert.deepEqual(toasts, [strings.TOO_MANY_TOAST, strings.TOO_MANY_TOAST]);
+});
+
+/** Remove `count` images from collection 7 with `reply`; resolves with the toasts and callbacks. */
+async function remove(reply, count = 1) {
+    const { removeFromCollection } = module();
+    const toasts = [];
+    let changed = 0, sourceChanged = 0;
+    const collections = store({ remove: reply });
+    await removeFromCollection({ scope: pageScope(), collections, collectionId: 7, images: images(count),
+        notify: text => toasts.push(text), onChanged: () => { changed++; }, onSourceChanged: () => { sourceChanged++; } });
+    return { toasts, changed, sourceChanged, calls: collections.calls };
+}
+
+test('Remove toasts every outcome of §7.4', async () => {
+    assert.deepEqual(await remove(() => ({ collection: { id: 7, name: 'Landscapes' }, removed: 1 })),
+        { toasts: ['Removed 1 image from “Landscapes”.'], changed: 1, sourceChanged: 0, calls: [['remove', 7, [target('set/0.png')]]] });
+    assert.deepEqual((await remove(() => ({ collection: { id: 7, name: 'Landscapes' }, removed: 3 }), 3)).toasts,
+        ['Removed 3 images from “Landscapes”.']);
+    // A failure keeps the listing; a deleted collection reloads it (the page then says the collection is gone).
+    const failed = await remove(() => { throw new TypeError('offline'); });
+    assert.deepEqual([failed.toasts, failed.changed], [['The images could not be removed. Try again.'], 0]);
+    const gone = await remove(() => { throw coded('collection-not-found', 404); });
+    assert.deepEqual([gone.toasts, gone.changed], [['That collection no longer exists.'], 1]);
+    const stale = await remove(() => { throw coded('source-changed', 409); });
+    assert.deepEqual([stale.toasts, stale.changed, stale.sourceChanged], [['The sources changed. Refresh the images and try again.'], 0, 1]);
+});

tests/js/workspace-images-source-recovery.test.js

@@ -0,0 +1,172 @@
+// Run with: node --test tests/js/workspace-images-source-recovery.test.js
+const test = require('node:test');
+const assert = require('node:assert/strict');
+
+const load = () => import('../../web/js/workspace/images-source-recovery.mjs');
+
+const OLD = Object.freeze({ root_index: 0, root_scope: 'a'.repeat(64), path: 'sub/a.png', filename: 'a.png' });
+const FRESH = Object.freeze({ root_index: 1, root_scope: 'b'.repeat(64), path: 'sub/a.png', filename: 'a.png', url: '/u' });
+
+function fakeApi(answer) {
+    const calls = [];
+    return { calls, post: async (url, body, options) => { calls.push({ url, body, options }); return answer(body); } };
+}
+const flush = () => new Promise(resolve => setImmediate(resolve));
+
+test('rescopeImage posts only the target and returns the fresh descriptor', async () => {
+    const { rescopeImage, RESCOPE_URL } = await load();
+    const api = fakeApi(() => ({ success: true, image: FRESH }));
+    const signal = new AbortController().signal;
+    const fresh = await rescopeImage(api, OLD, { signal });
+    assert.deepEqual(fresh, FRESH);
+    assert.ok(Object.isFrozen(fresh));
+    assert.deepEqual(api.calls, [{ url: RESCOPE_URL, body: { target: { root_index: 0, root_scope: OLD.root_scope, path: 'sub/a.png' } }, options: { signal } }]);
+});
+
+test('rescopeImage answers null for a refusal, a malformed answer, another path or a bad target', async () => {
+    const { rescopeImage } = await load();
+    const refused = { post: async () => { throw Object.assign(new Error('gone'), { status: 409, code: 'source-changed' }); } };
+    assert.equal(await rescopeImage(refused, OLD), null);
+    const lost = { post: async () => { throw new TypeError('Failed to fetch'); } };
+    await assert.rejects(rescopeImage(lost, OLD), TypeError, 'a lost answer is not final');
+    for (const answer of [null, { success: false }, { success: true, image: { ...FRESH, root_scope: 'x' } },
+        { success: true, image: { ...FRESH, path: 'other.png' } }, { success: true, image: { ...FRESH, root_index: -1 } }]) {
+        assert.equal(await rescopeImage(fakeApi(() => answer), OLD), null);
+    }
+    const api = fakeApi(() => ({ success: true, image: FRESH }));
+    for (const image of [null, { ...OLD, root_scope: 'short' }, { ...OLD, path: '' }, { ...OLD, root_index: 1.5 }]) {
+        assert.equal(await rescopeImage(api, image), null);
+    }
+    assert.equal(api.calls.length, 0, 'a malformed target is never sent');
+});
+
+test('one rescope per held pair: callers share it, a tried pair answers its first result, reset forgets', async () => {
+    const { createSourceRecovery } = await load();
+    let answer = { success: true, image: FRESH };
+    const api = fakeApi(() => answer);
+    const applied = [];
+    const recovery = createSourceRecovery({ api, generation: () => 7, apply: async (image, fresh, started) => { applied.push([image.path, fresh.root_index, started]); return fresh; } });
+    const [first, second] = await Promise.all([recovery.recover(OLD), recovery.recover({ ...OLD })]);
+    assert.deepEqual([first, second], [FRESH, FRESH]);
+    assert.equal(api.calls.length, 1);
+    assert.deepEqual(applied, [['sub/a.png', 1, 7]]);
+    answer = { success: false };
+    assert.deepEqual(await recovery.recover(OLD), FRESH, 'the pair is not asked again');
+    recovery.reset();
+    assert.equal(await recovery.recover(OLD), null, 'after a reset the pair is asked again');
+    assert.equal(api.calls.length, 2);
+    assert.equal(await recovery.recover({ ...OLD, root_scope: 'bad' }), null);
+    assert.equal(api.calls.length, 2);
+});
+
+test('a refused pair never loops, an aborted page applies nothing and a failing apply is null', async () => {
+    const { createSourceRecovery } = await load();
+    const api = fakeApi(() => ({ success: true, image: FRESH }));
+    const page = new AbortController();
+    let applied = 0;
+    const recovery = createSourceRecovery({ api, signal: page.signal, apply: async () => { applied += 1; return FRESH; } });
+    page.abort();
+    assert.equal(await recovery.recover(OLD), null);
+    assert.equal(applied, 0);
+    const failing = createSourceRecovery({ api, apply: async () => { throw new Error('page gone'); } });
+    assert.equal(await failing.recover(OLD), null);
+    assert.throws(() => createSourceRecovery({ api }), TypeError);
+    // An api without post (an embedded gallery's page adapter) finds nothing.
+    assert.equal(await createSourceRecovery({ api: {}, apply: async () => FRESH }).recover(OLD), null);
+});
+
+test('the memo forgets its oldest pairs past its limit', async () => {
+    const { createSourceRecovery } = await load();
+    const api = fakeApi(body => ({ success: true, image: { ...FRESH, path: body.target.path } }));
+    const recovery = createSourceRecovery({ api, apply: async (_image, fresh) => fresh });
+    for (let index = 0; index < 65; index++) await recovery.recover({ ...OLD, path: `f${index}.png` });
+    assert.equal(api.calls.length, 65);
+    await recovery.recover({ ...OLD, path: 'f64.png' });
+    assert.equal(api.calls.length, 65, 'a recent pair is still remembered');
+    await recovery.recover({ ...OLD, path: 'f0.png' });
+    assert.equal(api.calls.length, 66, 'the oldest pair was forgotten');
+});
+
+function fakePage({ selected = true, root = 'all', current = true } = {}) {
+    const log = [];
+    const page = {
+        filters: { root, subfolder: root === 'all' ? '' : 'sub' },
+        current: started => { log.push(['current', started]); return current; },
+        selected: image => selected && image.path === OLD.path,
+        inspect: image => log.push(['inspect', image.root_index]),
+        dropSelection: () => log.push(['drop']),
+        stream: {
+            refresh: async () => { log.push(['refresh']); throw new Error('read failed'); },
+            reset: (filters, options) => log.push(['reset', { ...filters }, options]),
+        },
+        updateScope: () => log.push(['scope']),
+        closeViewer: () => log.push(['close-viewer']),
+        clearChecks: () => log.push(['clear-checks']),
+        listsNow: () => true,
+        rediscover: () => log.push(['rediscover']),
+    };
+    return { page, log };
+}
+
+test('a renumbered source keeps nothing by its old key: only the file stays selected', async () => {
+    const { recoveredSource } = await load();
+    const { page, log } = fakePage({ root: '0' });
+    assert.equal(await recoveredSource(page)(OLD, FRESH, 3), FRESH);
+    assert.deepEqual(log, [['current', 3], ['close-viewer'], ['clear-checks'], ['inspect', 1], ['scope'],
+        ['reset', { root: '1', subfolder: 'sub' }, { load: true }], ['rediscover']]);
+});
+
+test('another Source filter falls back to All sources; an unselected file drops the old selection', async () => {
+    const { recoveredSource } = await load();
+    const { page, log } = fakePage({ root: '2', selected: false });
+    await recoveredSource(page)(OLD, FRESH, 0);
+    assert.deepEqual(log.find(entry => entry[0] === 'reset')[1], { root: 'all', subfolder: '' });
+    assert.ok(log.some(entry => entry[0] === 'drop'));
+    assert.ok(!log.some(entry => entry[0] === 'inspect'));
+    const all = fakePage({ root: 'all' });
+    await recoveredSource(all.page)(OLD, FRESH, 0);
+    assert.deepEqual(all.log.find(entry => entry[0] === 'reset')[1], { root: 'all', subfolder: '' });
+});
+
+test('an unchanged numbering re-reads in place; a page that moved on is left alone', async () => {
+    const { recoveredSource } = await load();
+    const same = { ...FRESH, root_index: 0 };
+    const { page, log } = fakePage();
+    assert.equal(await recoveredSource(page)(OLD, same, 1), same);
+    assert.deepEqual(log, [['current', 1], ['inspect', 0], ['refresh']], 'a failed re-read is not an error');
+    const unselected = fakePage({ selected: false });
+    await recoveredSource(unselected.page)(OLD, same, 1);
+    assert.deepEqual(unselected.log, [['current', 1], ['refresh']]);
+    const moved = fakePage({ current: false });
+    assert.equal(await recoveredSource(moved.page)(OLD, FRESH, 1), FRESH, 'the dialog may still retarget');
+    assert.deepEqual(moved.log, [['current', 1]]);
+    await flush();
+});
+
+test('a scope that still names its root is not stale: nothing is applied', async () => {
+    const { recoveredSource } = await load();
+    const { page, log } = fakePage();
+    assert.equal(await recoveredSource(page)(OLD, { ...OLD, url: '/u' }, 1), null);
+    assert.deepEqual(log, []);
+});
+
+test('a lost rescope answer is not remembered: the pair is asked again', async () => {
+    const { createSourceRecovery } = await load();
+    let down = true;
+    const api = { calls: 0, post: async () => { api.calls += 1; if (down) throw Object.assign(new Error('bad gateway'), { status: 502 }); return { success: true, image: FRESH }; } };
+    const recovery = createSourceRecovery({ api, apply: async (_image, fresh) => fresh });
+    assert.equal(await recovery.recover(OLD), null);
+    down = false;
+    assert.deepEqual(await recovery.recover(OLD), FRESH);
+    assert.equal(api.calls, 2);
+});
+
+test('the same index under another scope (a changed key) re-reads in place and keeps the selection', async () => {
+    const { recoveredSource } = await load();
+    const rekeyed = { ...OLD, root_scope: 'c'.repeat(64) };
+    const { page, log } = fakePage();
+    page.stream.refresh = async () => { log.push(['refresh']); };
+    assert.equal(await recoveredSource(page)(OLD, rekeyed, 2), rekeyed);
+    assert.deepEqual(log, [['current', 2], ['inspect', 0], ['refresh']]);
+    assert.ok(!log.some(entry => ['reset', 'drop', 'clear-checks', 'close-viewer'].includes(entry[0])));
+});

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

@@ -141,6 +141,22 @@ test('the Favorites page asks the listing for favorites only (#249 D51)', async
     for(const favorites of ['1',1,'true'])await assert.rejects(stream.reset({favorites}),/Invalid favorites filter/);
 });
 
+test('a collection page asks the listing for that collection only (#331 D137)', async () => {
+    const {createImageStream}=await source;let query;
+    const stream=createImageStream({api:{get:async url=>{query=new URL(url,'http://local').searchParams;return page([]);}}});
+    await stream.reset({collection:'12',q:'fog'});
+    assert.equal(query.get('collection'),'12');assert.equal(query.get('q'),'fog');assert.equal(query.has('favorites'),false);
+    await stream.reset({collection:7});
+    assert.equal(query.get('collection'),'7');
+    for(const collection of ['',null,undefined]) {
+        await stream.reset({collection});
+        assert.equal(query.has('collection'),false);
+    }
+    for(const collection of ['0','07','x',-1,1.5,'1234567890',true])await assert.rejects(stream.reset({collection}),/Invalid collection filter/);
+    // Favorites and a collection are never both a page's filter.
+    await assert.rejects(stream.reset({collection:'3',favorites:true}),/Invalid collection filter/);
+});
+
 test('restored browsing state resumes its cursor and filters without an initial request', async () => {
     const {createImageStream}=await source;
     const calls=[];
@@ -517,5 +533,7 @@ test('listingFilter is the listing query as an object, without paging (#392)', a
     assert.deepEqual(listingFilter({q:'cat', root:'1', subfolder:'a/b', category:'Animals', tags:[' x ','y'], media:'video', sort:'oldest', favorites:true}),
         {q:'cat', root:'1', subfolder:'a/b', category:'Animals', tags:'x,y', media:'video', sort:'oldest', favorites:'1'});
     assert.deepEqual(listingFilter({root:'all', q:'', tags:[], media:'all'}), {sort:'newest'});
+    // #331: "Select all N matching" on a collection page acts on that collection's listing.
+    assert.deepEqual(listingFilter({collection:'4', q:'cat'}), {q:'cat', sort:'newest', collection:'4'});
     assert.throws(() => listingFilter({sort:'sideways'}), TypeError);
 });

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

@@ -135,6 +135,41 @@ test('a model that is not downloaded is named with the server sentence', () => {
     assert.throws(() => modelUnavailable({}, 'nope'), TypeError);
 });
 
+test('a downloaded model whose backend package is missing names the package and the command (#424)', () => {
+    const { modelUnavailable, needsPackages } = state;
+    const gguf = { downloaded: true, name: 'GGUF (Recommended)', label: 'GGUF JoyCaption', missing_packages: ['llama-cpp-python'],
+        install_command: 'pip install llama-cpp-python',
+        install_note: 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python' };
+    const sentence = 'GGUF JoyCaption needs llama-cpp-python. Install it into ComfyUI\'s Python: pip install llama-cpp-python. '
+        + 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python';
+    assert.equal(modelUnavailable({ gguf }, 'gguf'), sentence);
+    // Not downloaded is named first, in its own sentence.
+    assert.equal(modelUnavailable({ gguf: { ...gguf, downloaded: false } }, 'gguf'),
+        'GGUF (Recommended) is not downloaded. Download it in System › Auto-tagging.');
+    assert.equal(modelUnavailable({ gguf: { ...gguf, missing_packages: [] } }, 'gguf'), '');
+    assert.equal(needsPackages('HuggingFace JoyCaption', { missing_packages: ['accelerate', 'bitsandbytes'] }),
+        'HuggingFace JoyCaption needs accelerate and bitsandbytes. Install them into ComfyUI\'s Python: pip install accelerate bitsandbytes.');
+    assert.equal(needsPackages('X', { missing_packages: ['a', 'b', 'c'], install_command: 'pip install a b c' }),
+        'X needs a, b and c. Install them into ComfyUI\'s Python: pip install a b c.');
+    assert.equal(needsPackages('X', null), '');
+    assert.equal(needsPackages('X', { missing_packages: [1, ''] }), '');
+    // Without the server's label the option's own name is used.
+    assert.ok(modelUnavailable({ 'wd14-vit': { downloaded: true, missing_packages: ['onnxruntime'] } }, 'wd14-vit')
+        .startsWith('WD14 ViT needs onnxruntime.'));
+});
+
+test('the bulk dialog keeps Start disabled while the chosen model misses a package (#424)', async () => {
+    const { createTaggingOptionsController } = state;
+    const models = { 'wd14-vit': { downloaded: true, label: 'WD14 ViT', missing_packages: ['onnxruntime'],
+        install_command: 'pip install onnxruntime' } };
+    const options = createTaggingOptionsController({ api: { get: async () => ({ success: true, models, model_type: 'wd14-vit' }) } });
+    await options.open();
+    assert.equal(options.state.model, 'wd14-vit');
+    assert.equal(options.state.canStart, false);
+    assert.equal(options.state.unavailable, 'WD14 ViT needs onnxruntime. Install it into ComfyUI\'s Python: pip install onnxruntime.');
+    options.dispose();
+});
+
 test('the bulk options start from the server defaults and wait for them before Start', async () => {
     const { createTaggingOptionsController } = state;
     let answer;

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

@@ -4,7 +4,7 @@ const assert = require('node:assert/strict');
 
 const source = import('../../web/js/workspace/saved-views.mjs');
 
-const IMAGE_DEFAULTS = { q: '', category: '', sort: 'newest', source: 'all', folder: '', media: 'all', tags: [], favorites: false };
+const IMAGE_DEFAULTS = { q: '', category: '', sort: 'newest', source: 'all', folder: '', media: 'all', tags: [], favorites: false, collection: '' };
 const LIBRARY_DEFAULTS = { q: '', category: '', sort: 'newest', tags: [] };
 
 test('a saved state always holds every page key and keeps only values its page accepts', async () => {
@@ -12,8 +12,17 @@ test('a saved state always holds every page key and keeps only values its page a
     assert.deepEqual(SAVED_VIEW_PAGES, ['images', 'library']);
     assert.deepEqual(normalizeViewState('images', {}), IMAGE_DEFAULTS);
     assert.deepEqual(normalizeViewState('library', null), LIBRARY_DEFAULTS);
-    const full = { q: 'castle', category: 'Portraits', sort: 'name-desc', source: '2', folder: 'a/b', media: 'video', tags: ['moody', 'fog'], favorites: true };
+    const full = { q: 'castle', category: 'Portraits', sort: 'name-desc', source: '2', folder: 'a/b', media: 'video', tags: ['moody', 'fog'], favorites: true, collection: '' };
     assert.deepEqual(normalizeViewState('images', full), full);
+    // #331 D140: a collection id is '' or 1 to 9 digits without a leading zero; an old view without the key reads ''.
+    for (const collection of ['1', '12', '999999999']) {
+        assert.equal(normalizeViewState('images', { collection }).collection, collection);
+    }
+    for (const collection of ['0', 'x', 12, '012', '1234567890', null]) {
+        assert.equal(normalizeViewState('images', { collection }).collection, '');
+    }
+    // Favorites and a collection are never both a view's filter: the collection wins, as the listing's URL does.
+    assert.deepEqual(normalizeViewState('images', { ...full, collection: '4' }), { ...full, favorites: false, collection: '4' });
     // D51: favorites is a boolean; anything else is the whole listing.
     for (const favorites of ['true', 1, null]) assert.equal(normalizeViewState('images', { ...full, favorites }).favorites, false);
     // Each rejected value falls back on its own; the rest of the view still applies.
@@ -63,11 +72,17 @@ test('the listing keeps usable views in order and normalizes their state', async
 
 test('page filters and saved states convert both ways', async () => {
     const { imagesFilters, imagesViewState, libraryFilters, libraryViewState } = await source;
-    const filters = { q: 'castle', category: 'Portraits', sort: 'rating', root: '1', subfolder: 'x', media: 'image', tags: ['fog'], favorites: true };
+    const filters = { q: 'castle', category: 'Portraits', sort: 'rating', root: '1', subfolder: 'x', media: 'image', tags: ['fog'], favorites: true, collection: '' };
     const state = imagesViewState(filters);
-    assert.deepEqual(state, { q: 'castle', category: 'Portraits', sort: 'rating', source: '1', folder: 'x', media: 'image', tags: ['fog'], favorites: true });
+    assert.deepEqual(state, { q: 'castle', category: 'Portraits', sort: 'rating', source: '1', folder: 'x', media: 'image', tags: ['fog'], favorites: true, collection: '' });
     assert.deepEqual(imagesFilters(state), filters);
-    assert.deepEqual(imagesFilters({}), { q: '', category: '', sort: 'newest', root: 'all', subfolder: '', media: 'all', tags: [], favorites: false });
+    assert.deepEqual(imagesFilters({}), { q: '', category: '', sort: 'newest', root: 'all', subfolder: '', media: 'all', tags: [], favorites: false, collection: '' });
+    // #331 D140: the open collection round-trips; a missing one is ''.
+    const inCollection = { ...filters, favorites: false, collection: '7' };
+    assert.equal(imagesViewState(inCollection).collection, '7');
+    assert.deepEqual(imagesFilters(imagesViewState(inCollection)), inCollection);
+    assert.equal(imagesViewState({ ...filters, collection: undefined }).collection, '');
+    assert.equal(imagesViewState({ ...filters, collection: 7 }).collection, '7');
     assert.equal(imagesViewState({ ...filters, favorites: undefined }).favorites, false);
     const shelf = { text: 'neon', category: 'Cities', sort: 'oldest', tags: ['night'] };
     assert.deepEqual(libraryViewState(shelf), { q: 'neon', category: 'Cities', sort: 'oldest', tags: ['night'] });

tests/js/workspace-state.test.js

@@ -311,3 +311,29 @@ test('Needs review is a native SAVED VIEWS route titled Review, with its own cou
     assert.deepEqual(calls, ['/prompt_manager/review/items?limit=1']);
     assert.deepEqual([...counts], [['review', 4]]);
 });
+
+// Collections (#331 D137): `#/collection/<id>` opens Images filtered to one collection; its breadcrumb is "Collection".
+test('collection links resolve to their id, title Collection, and re-render only when the id changes', async () => {
+    const {resolveRoute,mountRouter,isHandoff,routeTitle,routes,COLLECTION_ROUTE}=await source;
+    assert.deepEqual(COLLECTION_ROUTE,{id:'collection',label:'Collection'});
+    assert.ok(Object.isFrozen(COLLECTION_ROUTE));
+    const route=resolveRoute('#/collection/7');
+    assert.deepEqual([route.id,route.collectionId,route.hash,routeTitle(route)],['collection',7,'#/collection/7','Collection']);
+    assert.equal(isHandoff(route),false);
+    assert.equal(resolveRoute('#/collection/999999999').collectionId,999999999);
+    assert.equal(routes.some(item=>item.id==='collection'),false,'a collection is not an Overview card or a WORKSPACE link');
+    // The listing's and routes' id rule: 1 to 9 digits without a leading zero.
+    for(const hash of ['#/collection','#/collection/','#/collection/0','#/collection/07','#/collection/-2','#/collection/1.5',
+        '#/collection/1234567890','#/collection/3/x','#/collection/abc','#/collections/3']) {
+        assert.equal(resolveRoute(hash).id,'images',hash);
+    }
+    const win=new EventTarget();win.location={hash:'#/collection/3'};
+    win.history={state:null,replaceState(state,unused,hash){win.location.hash=hash;}};
+    const seen=[];const dispose=mountRouter(win,next=>seen.push([next.id,next.collectionId]));
+    win.dispatchEvent(new Event('hashchange'));
+    win.location.hash='#/collection/4';win.dispatchEvent(new Event('hashchange'));
+    win.location.hash='#/saved/4';win.dispatchEvent(new Event('hashchange'));
+    win.location.hash='#/collection/4';win.dispatchEvent(new Event('hashchange'));
+    assert.deepEqual(seen,[['collection',3],['collection',4],['saved',undefined],['collection',4]]);
+    dispose();
+});

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

@@ -63,9 +63,9 @@ test('status line shows only server-reported backups (D103)', async () => {
 
 const PREVIEW = Object.freeze({
     success: true, token: 'r'.repeat(43), expires_at: '2026-10-25T12:15:00+00:00',
-    summary: { prompts: 1234, positives: 900, pairs: 3, archived_pairs: 0, image_links: 56, runs: 1, saved_views: 2 },
+    summary: { prompts: 1234, positives: 900, pairs: 3, archived_pairs: 0, image_links: 56, runs: 1, saved_views: 2, collections: 1 },
     schema: { migrated: true, library_state: true }, integrity: 'ok', documents: { repaired: 0, cleared: 0, images: 0 },
-    live: { prompts: 1, positives: 1, pairs: 0, archived_pairs: 0, image_links: 0, runs: 0, saved_views: 0 }, size: 4096,
+    live: { prompts: 1, positives: 1, pairs: 0, archived_pairs: 0, image_links: 0, runs: 0, saved_views: 0, collections: 0 }, size: 4096,
     safety_backup: { destination_label: 'prompts.db.backup_<date and time>' },
 });
 
@@ -192,6 +192,71 @@ test('views reload once after a restore this page saw finish; a failed restore c
     assert.equal(listeners.size, 0);
 });
 
+// #415: a fake document whose open dialogs the test sets, and a MutationObserver stand-in it triggers.
+function dialogPage() {
+    const page = { open: 0, observers: new Set() };
+    page.doc = { documentElement: {}, querySelector: selector => (selector === 'dialog[open]' && page.open > 0 ? {} : null) };
+    page.Observer = class {
+        constructor(callback) { this.callback = callback; }
+        observe(target, options) { this.target = target; this.options = options; page.observers.add(this); }
+        disconnect() { page.observers.delete(this); }
+    };
+    page.mutate = open => { page.open = open; for (const observer of [...page.observers]) observer.callback([]); };
+    return page;
+}
+
+test('the restore reload runs at once when no dialog is open', async () => {
+    const { createRestoreReload } = await backups;
+    const page = dialogPage();
+    let reloads = 0;
+    const reload = createRestoreReload(() => { reloads += 1; }, { doc: page.doc, Observer: page.Observer });
+    reload.request();
+    assert.equal(reloads, 1);
+    assert.equal(page.observers.size, 0, 'nothing waits');
+    reload.request();
+    assert.equal(reloads, 2);
+});
+
+test('the restore reload waits for every open dialog to close, then runs once (#415)', async () => {
+    const { createRestoreReload } = await backups;
+    const page = dialogPage();
+    page.open = 1;
+    let reloads = 0;
+    const reload = createRestoreReload(() => { reloads += 1; }, { doc: page.doc, Observer: page.Observer });
+    reload.request();
+    reload.request();
+    assert.equal(reloads, 0, 'an open dialog holds the reload');
+    assert.equal(page.observers.size, 1, 'one observer for repeated requests');
+    const [observer] = page.observers;
+    assert.equal(observer.target, page.doc.documentElement);
+    assert.deepEqual(observer.options, { subtree: true, childList: true, attributes: true, attributeFilter: ['open'] });
+    page.mutate(1);
+    assert.equal(reloads, 0, 'a dialog swapped for another keeps it waiting');
+    page.mutate(0);
+    assert.equal(reloads, 1);
+    assert.equal(page.observers.size, 0, 'the observer stops once it ran');
+    page.mutate(0);
+    assert.equal(reloads, 1);
+    page.open = 1;
+    reload.request();
+    page.mutate(0);
+    assert.equal(reloads, 2, 'a later restore waits again');
+});
+
+test('disposing drops a waiting restore reload', async () => {
+    const { createRestoreReload } = await backups;
+    const page = dialogPage();
+    page.open = 1;
+    let reloads = 0;
+    const reload = createRestoreReload(() => { reloads += 1; }, { doc: page.doc, Observer: page.Observer });
+    reload.request();
+    reload.dispose();
+    assert.equal(page.observers.size, 0);
+    page.mutate(0);
+    assert.equal(reloads, 0);
+    reload.dispose();
+});
+
 test('a downloaded backup the server could not verify says so', async () => {
     const { downloadDatabaseBackup, BACKUP_DONE, backupUnverified } = await scan;
     const toasts = [];

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

@@ -482,6 +482,60 @@ test('Tag output images › Review previews the drafts, else says why; a refused
     } finally { scope.dispose(); dom.restore(); }
 });
 
+// #424: GGUF on disk without llama-cpp-python.
+const NEEDS_LLAMA = { missing_packages: ['llama-cpp-python'], install_command: 'pip install llama-cpp-python',
+    install_note: 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python' };
+const NEEDS_SENTENCE = 'GGUF JoyCaption needs llama-cpp-python. Install it into ComfyUI\'s Python: pip install llama-cpp-python. '
+    + 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python';
+
+test('a model on disk whose backend package is missing never reads as ready (#424)', async () => {
+    const { modelDescription, readStatus, batchCloseNote, STATUS_COPY } = await tagging;
+    const status = readStatus({ ...MODELS, models: { ...MODELS.models,
+        gguf: entry('GGUF JoyCaption', '~4.5 GB', { ...NEEDS_LLAMA }),
+        'wd14-vit': entry('WD14 ViT', '~400 MB', { downloaded: false, missing_packages: ['onnxruntime'],
+            install_command: 'pip install onnxruntime', install_note: 'Use onnxruntime-gpu for CUDA.' }),
+        hf: entry('HuggingFace JoyCaption', '~16 GB', { downloaded: false, model_exists: undefined,
+            missing_packages: ['accelerate', 'bitsandbytes'], install_command: 'pip install accelerate bitsandbytes' }) } });
+    const ready = modelDescription(status, 'gguf');
+    assert.notEqual(ready, STATUS_COPY.downloaded);
+    assert.equal(ready, 'Downloaded. Needs llama-cpp-python: pip install llama-cpp-python. '
+        + 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python');
+    // Not downloaded reads differently, and still says what it will need.
+    assert.equal(modelDescription(status, 'wd14-vit'), 'Not downloaded. Download size ~400 MB. Also needs onnxruntime.');
+    assert.equal(modelDescription(status, 'hf'), 'Not downloaded. Download size ~16 GB. Also needs accelerate and bitsandbytes.');
+    const partial = readStatus({ ...MODELS, models: { ...MODELS.models, gguf: entry('GGUF JoyCaption', '~4.5 GB',
+        { downloaded: false, model_exists: true, mmproj_exists: false, ...NEEDS_LLAMA }) } });
+    assert.equal(modelDescription(partial, 'gguf'), 'Partly downloaded. Download again to finish. Also needs llama-cpp-python.');
+    // Untrusted shapes are ignored; a missing command is built from the names.
+    const odd = readStatus({ ...MODELS, models: { ...MODELS.models, gguf: entry('GGUF JoyCaption', '~4.5 GB',
+        { missing_packages: ['llama-cpp-python', 3, ''], install_command: 7, install_note: {} }) } });
+    assert.equal(modelDescription(odd, 'gguf'), 'Downloaded. Needs llama-cpp-python: pip install llama-cpp-python.');
+    const junk = readStatus({ ...MODELS, models: { ...MODELS.models, gguf: entry('GGUF JoyCaption', '~4.5 GB',
+        { missing_packages: 'llama-cpp-python' }) } });
+    assert.equal(modelDescription(junk, 'gguf'), STATUS_COPY.downloaded);
+    // The batch review says why it cannot start, in the server's sentence.
+    assert.equal(batchCloseNote({ ...PLAN, model: { type: 'gguf', label: 'GGUF JoyCaption', downloaded: true, ...NEEDS_LLAMA } }),
+        NEEDS_SENTENCE);
+    assert.equal(batchCloseNote({ ...PLAN, model: { ...PLAN.model, downloaded: false, ...NEEDS_LLAMA } }),
+        'WD14 SwinV2 is not downloaded. Download it first.');
+});
+
+test('Review explains a missing backend package instead of reviewing (#424)', async () => {
+    const models = { ...MODELS, models: { ...MODELS.models, gguf: entry('GGUF JoyCaption', '~4.5 GB', { ...NEEDS_LLAMA }) } };
+    const { dom, scope, button, byId, calls } = await mounted({ models });
+    try {
+        byId('tag-model').value = 'gguf'; await byId('tag-model').dispatch('change');
+        const review = button('Review');
+        assert.equal(review.getAttribute('aria-disabled'), 'true');
+        assert.equal(review.dataset.reason, NEEDS_SENTENCE);
+        await review.dispatch('click');
+        assert.equal(calls.toasts.at(-1), NEEDS_SENTENCE);
+        assert.deepEqual(calls.post, []);
+        // Download stays offered: files and packages are separate.
+        assert.equal(button('Download again').getAttribute('aria-disabled'), null);
+    } finally { scope.dispose(); dom.restore(); }
+});
+
 test('settingRefusal marks only an Auto-tagging save\'s plain 400 as invalid-setting (CUJ 2a)', async () => {
     const { settingRefusal } = await import('../../web/js/workspace/system.mjs');
     const refusal = (extra = {}) => Object.assign(new Error('General-tag confidence must be between 0 and 1.'),

tests/js/workspace-toolbar.test.js

@@ -567,6 +567,46 @@ test('an input dialog with a fallback applies it for an empty value', async () =
     }
 });
 
+// #332: Set category's field suggests the categories under its own datalist id, and "Use prompt category" sits
+// between Cancel and Apply, closing the dialog before it runs.
+test('an input dialog offers suggestions and a secondary action', async () => {
+    const { openInputDialog, closeWorkspaceDialog, INPUT_SUGGESTIONS_ID } = await dialogsModule;
+    const dom = fakeDOM();
+    const scope = (await coreModule).createScope();
+    try {
+        const calls = [];
+        openInputDialog({ scope, title: 'Categorize selected images', label: 'Category', action: 'Apply', maxLength: 100,
+            suggestions: ['Landscapes', 'Scans'], secondary: { label: 'Use prompt category', onClick: () => calls.push('secondary') },
+            onApply: value => calls.push(value) });
+        assert.equal(INPUT_SUGGESTIONS_ID, 'workspace-input-suggestions');
+        const body = byId(dom, 'modal-body');
+        const [field, list, actions] = body.children;
+        const input = field.children[1];
+        assert.equal(input.getAttribute('list'), 'workspace-input-suggestions');
+        assert.equal(list.tagName.toLowerCase(), 'datalist');
+        assert.equal(list.id, 'workspace-input-suggestions');
+        assert.deepEqual(list.children.map(option => option.value), ['Landscapes', 'Scans']);
+        assert.deepEqual(actions.children.map(node => node.textContent), ['Cancel', 'Use prompt category', 'Apply']);
+        actions.children[1].click();
+        assert.deepEqual(calls, ['secondary']);
+        // No suggestions: no datalist and no list attribute.
+        openInputDialog({ scope, title: 'T', label: 'L', action: 'A', onApply() {} });
+        const [plainField, plainActions] = byId(dom, 'modal-body').children;
+        assert.equal(plainField.children[1].getAttribute('list'), null);
+        assert.deepEqual(plainActions.children.map(node => node.textContent), ['Cancel', 'A']);
+        // An empty list (Add to collection with no collections yet, #331 D138) adds no datalist either.
+        openInputDialog({ scope, title: 'T', label: 'L', action: 'A', suggestions: [], onApply() {} });
+        assert.equal(dom.all(node => node.tagName === 'DATALIST').length, 0);
+        assert.throws(() => openInputDialog({ scope, title: 'T', label: 'L', action: 'A', suggestions: [1], onApply() {} }), TypeError);
+        assert.throws(() => openInputDialog({ scope, title: 'T', label: 'L', action: 'A', secondary: { label: '' }, onApply() {} }), TypeError);
+        assert.throws(() => openInputDialog({ scope, title: 'T', label: 'L', action: 'A', secondary: { label: 'X' }, onApply() {} }), TypeError);
+    } finally {
+        closeWorkspaceDialog();
+        scope.dispose();
+        dom.restore();
+    }
+});
+
 test('dialogs restore focus to the trigger on Escape', async () => {
     const { openRefineDialog, openImportDialog, openCopyFallback, closeWorkspaceDialog } = await dialogsModule;
     const dom = fakeDOM();
@@ -871,6 +911,34 @@ test('openReviewDialog lays out heading, grid, options, sentence, backup box and
     }
 });
 
+// #415: a finished restore ends an open review (its reviewed plan no longer describes storage) as a dismissal, and
+// leaves any other dialog, with what was typed in it, open.
+test('closeReviewDialog closes only an open review, as dismissed', async () => {
+    const { openReviewDialog, openInputDialog, closeReviewDialog, closeWorkspaceDialog } = await dialogsModule;
+    const { createScope } = await coreModule;
+    const dom = fakeDOM();
+    const scope = createScope();
+    try {
+        closeReviewDialog();
+        const outcomes = [];
+        openInputDialog({ scope, title: 'Save view', label: 'Name', value: 'typed', action: 'Save', onApply() {} });
+        closeReviewDialog();
+        assert.equal(modal(dom).open, true, 'an input dialog stays');
+        assert.equal(byId(dom, 'action-input').value, 'typed');
+        openReviewDialog({ scope, title: 'Restore preview', grid: [['Integrity', 'Verified']], cancelLabel: 'Cancel',
+            primary: { label: 'Restore', danger: true }, onStart: () => outcomes.push('start'), onDismiss: () => outcomes.push('dismiss') });
+        closeReviewDialog();
+        assert.deepEqual(outcomes, ['dismiss']);
+        assert.equal(modal(dom), undefined, 'the shell is gone');
+        closeReviewDialog();
+        assert.deepEqual(outcomes, ['dismiss']);
+    } finally {
+        scope.dispose();
+        closeWorkspaceDialog();
+        dom.restore();
+    }
+});
+
 test('review dialog backup box keeps the dialog open and toasts the outcome', async () => {
     const { openReviewDialog, closeWorkspaceDialog, SCAN_BACKUP_COPY } = await dialogsModule;
     const { downloadDatabaseBackup, BACKUP_DONE, BACKUP_FAILED } = await scanModule;

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

@@ -553,3 +553,16 @@ test('delete text names the tag, its real links and what stays unchanged', async
     assert.equal(deleteTagText('unused', zero),
         '“unused” is not linked to any saved prompt or image. Deleting it removes only the name.');
 });
+
+test('a category row counts prompts and images, and an image-only row browses Images (#332 D143)', async () => {
+    const {categoryRowText, categoryBrowseTarget, categoryPreviewText} = await import('../../web/js/workspace/vocabulary-state.mjs');
+    assert.equal(categoryRowText({value: 'L', prompt_count: 3}), '3 positive prompts');
+    assert.equal(categoryRowText({value: 'L', prompt_count: 1, image_count: 0}), '1 positive prompt');
+    assert.equal(categoryRowText({value: 'L', prompt_count: 3, image_count: 2}), '3 positive prompts · 2 images');
+    assert.equal(categoryRowText({value: 'S', prompt_count: 0, image_count: 1}), '1 image');
+    assert.equal(categoryBrowseTarget({value: 'L', prompt_count: 3, image_count: 2}), 'library');
+    assert.equal(categoryBrowseTarget({value: 'S', prompt_count: 0, image_count: 2}), 'images');
+    const impact = {positive_prompts: 3, other_prompts: 0, negative_variants: 0, archived_negative_variants: 0, images: 2};
+    assert.equal(categoryPreviewText({source: 'Landscapes', target: 'Landscape', target_exists: false, impact}),
+        '“Landscapes” is used by 3 positive prompts and 2 images. Apply renames it to “Landscape”.');
+});

tests/test_api_annotation_suggest.py

@@ -29,6 +29,7 @@ except ImportError:
     model_gate = None
 
 from py import config as config_module
+from py.autotag import MissingBackendPackages, package_fields
 
 AutotagConfig = getattr(config_module, "AutotagConfig", None)
 
@@ -37,6 +38,11 @@ WAIT = 30.0
 WD14 = {"general_threshold": 0.35, "character_threshold": 0.85}
 LLM = {"instructions": "Generate tags."}
 UNAVAILABLE = "Download it in System › Auto-tagging."
+NEEDS_LLAMA = (
+    "GGUF JoyCaption needs llama-cpp-python. Install it into ComfyUI's Python: "
+    'pip install llama-cpp-python. For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" '
+    "pip install llama-cpp-python"
+)
 
 SCORED = [("sandstone", 0.98), ("desert", 0.96)] + [
     (f"tag_{i:03d}", round(0.9 - i * 0.005, 4)) for i in range(150)
@@ -59,6 +65,8 @@ class FakeTagger:
             "hf": {},
         }
         self.downloaded = {name: True for name in self.models_config}
+        # pip names of the backend packages that cannot be imported (#424)
+        self.missing = {name: [] for name in self.models_config}
         self.loaded = None
         self.load_calls = []
         self.unload_calls = 0
@@ -71,7 +79,11 @@ class FakeTagger:
 
     def get_models_status(self):
         return {
-            name: {"downloaded": self.downloaded[name], "model_path": None}
+            name: {
+                "downloaded": self.downloaded[name],
+                "model_path": None,
+                **package_fields(name, self.missing[name]),
+            }
             for name in self.models_config
         }
 
@@ -315,6 +327,37 @@ class TestModelAvailability(SuggestTestCase):
         self.assertEqual(self.tagger.calls, [])
         self.assertIsNone(model_gate.holder())
 
+    async def test_missing_backend_package_is_refused_before_the_model(self):
+        observed = await self.observed()
+        self.tagger.missing["gguf"] = ["llama-cpp-python"]
+
+        status, body = await self.suggest(self.suggest_body(observed, "gguf"))
+
+        self.assertEqual((status, body["code"]), (409, "model-unavailable"))
+        self.assertEqual(body["success"], False)
+        self.assertEqual(body["error"], NEEDS_LLAMA)
+        self.assertEqual(self.tagger.load_calls, [])
+        self.assertIsNone(model_gate.holder())
+        # Not downloaded still reads as before, whatever the packages.
+        self.tagger.downloaded["gguf"] = False
+        status, body = await self.suggest(self.suggest_body(observed, "gguf"))
+        self.assertIn("is not downloaded", body["error"])
+
+    async def test_a_package_lost_after_the_check_is_the_same_409_without_a_traceback(
+        self,
+    ):
+        observed = await self.observed()
+        self.tagger.load_error = MissingBackendPackages("gguf", ["llama-cpp-python"])
+
+        with self.assertNoLogs(self.api.logger, level="ERROR"):
+            status, body = await self.suggest(self.suggest_body(observed, "gguf"))
+
+        self.assertEqual((status, body["code"]), (409, "model-unavailable"))
+        self.assertEqual(body["error"], NEEDS_LLAMA)
+        self.assertIsNone(model_gate.holder())
+        entry = self.api._captures._entries[observed["capture"]["token"]]
+        self.assertEqual(entry.uses, 0)
+
     async def test_load_failure_is_a_generic_error_and_frees_everything(self):
         observed = await self.observed()
         self.tagger.load_error = RuntimeError(f"cannot load {self.output_dir}")

tests/test_api_autotag.py

@@ -73,6 +73,7 @@ class FakeAutotagService:
         self.status_calls = 0
         self.status_threads = []
         self.status_paths = {}
+        self.status_extra = {}
         self.suggest_calls = 0
 
     def get_models_status(self):
@@ -82,6 +83,7 @@ class FakeAutotagService:
             name: {
                 "downloaded": self.downloaded,
                 "model_path": self.status_paths.get(name),
+                **self.status_extra.get(name, {}),
             }
             for name in self.models_config
         }
@@ -1111,6 +1113,24 @@ class TestModelStatus(AutotagAPITestCase):
         leaked = [text for text in _strings(data) if _absolute(text)]
         self.assertEqual(leaked, [])
 
+    async def test_models_status_names_missing_backend_packages(self):
+        fields = {
+            "missing_packages": ["llama-cpp-python"],
+            "install_command": "pip install llama-cpp-python",
+            "install_note": "For a CUDA build: ...",
+        }
+        self.service.status_extra = {"gguf": fields}
+        models = (await self._models())["models"]
+        self.assertTrue(models["gguf"]["downloaded"])
+        self.assertEqual(
+            {key: models["gguf"][key] for key in fields},
+            fields,
+        )
+        self.assertEqual(
+            {key: models["wd14-vit"][key] for key in fields},
+            {"missing_packages": [], "install_command": None, "install_note": None},
+        )
+
     async def test_models_status_adds_label_size_label_and_loaded(self):
         self.service._loaded_type = "wd14-vit"
         data = await self._models()
@@ -1669,6 +1689,10 @@ class TestTagOutputImagesPreview(BatchJobTestCase):
                 "label": "WD14 ViT",
                 "size_label": "~400 MB",
                 "downloaded": True,
+                # #424: the backend packages it cannot import, none here.
+                "missing_packages": [],
+                "install_command": None,
+                "install_note": None,
             },
         )
         self.assertEqual(skip["existing"], "skip")

tests/test_api_collections.py

@@ -0,0 +1,601 @@
+"""Collections (#331): the routes under /prompt_manager/collections."""
+
+import json
+import ntpath
+import sqlite3
+from unittest.mock import patch
+
+try:
+    from test_api_images import ImageAPITestCase, make_png
+    from open_handles import assert_closed
+except ImportError:
+    from tests.test_api_images import ImageAPITestCase, make_png
+    from tests.open_handles import assert_closed
+
+BASE = "/prompt_manager/collections"
+ITEMS = BASE + "/items"
+MEMBERSHIP = BASE + "/membership"
+SOURCES_CHANGED = "The sources changed. Refresh the images and try again."
+
+
+class CollectionRoutesTestCase(ImageAPITestCase):
+    async def tearDownAsync(self):
+        self.api.db.close_all()
+        assert_closed(self, self._temp_db.name, self._output_tmp.name)
+        await super().tearDownAsync()
+
+    def make(self, *names, root=None):
+        for name in names:
+            make_png((root or self.output_dir) / name)
+
+    def scope(self, index=0):
+        roots = list(self.api._get_all_output_dirs())
+        return self.api._gallery_root_scope(roots[index], index)
+
+    def item(self, path, index=0, scope=None):
+        return {
+            "root_index": index,
+            "root_scope": scope or self.scope(index),
+            "path": path,
+        }
+
+    def two_sources(self):
+        second = self.comfy_dir / "second"
+        second.mkdir()
+        self.api._get_all_output_dirs = lambda: [self.output_dir, second]
+        return second
+
+    async def call(self, method, url, body=None, status=200, **params):
+        response = await self.client.request(method, url, json=body, params=params)
+        text = await response.text()
+        self.assertEqual(response.status, status, text)
+        data = json.loads(text)
+        self.assertNotIn(self.comfy_dir.as_posix(), text)
+        self.assertNotIn(str(self.comfy_dir).replace("\\", "\\\\"), text)
+        return data
+
+    async def add(self, status=200, **body):
+        return await self.call("POST", ITEMS, body, status)
+
+    async def listed(self):
+        return (await self.call("GET", BASE))["collections"]
+
+
+class TestCollectionRoutes(CollectionRoutesTestCase):
+    async def test_each_route_succeeds(self):
+        self.make("a.png", "b.png", "c.png")
+        self.assertEqual(
+            await self.call("GET", BASE), {"success": True, "collections": []}
+        )
+        made = await self.add(
+            name="  LoRa   testing ", items=[self.item("a.png"), self.item("b.png")]
+        )
+        grids = made["collection"]
+        self.assertEqual(grids["name"], "LoRa testing")
+        self.assertEqual(
+            made,
+            {
+                "success": True,
+                "collection": grids,
+                "created": True,
+                "added": 2,
+                "already": 0,
+                "not_found": 0,
+            },
+        )
+        again = await self.add(
+            collection_id=grids["id"], items=[self.item("b.png"), self.item("c.png")]
+        )
+        self.assertEqual(
+            (again["created"], again["added"], again["already"]), (False, 1, 1)
+        )
+        self.assertEqual(
+            await self.listed(),
+            [{"id": grids["id"], "name": "LoRa testing", "count": 3, "missing": 0}],
+        )
+        membership = await self.call(
+            "GET", MEMBERSHIP, root_index="0", root_scope=self.scope(), path="a.png"
+        )
+        self.assertEqual(membership, {"success": True, "collection_ids": [grids["id"]]})
+        removed = await self.call(
+            "DELETE",
+            ITEMS,
+            {"collection_id": grids["id"], "items": [self.item("a.png")]},
+        )
+        self.assertEqual(removed, {"success": True, "collection": grids, "removed": 1})
+        renamed = await self.call(
+            "PATCH", f"{BASE}/{grids['id']}", {"name": "LoRA grids"}
+        )
+        self.assertEqual(
+            renamed,
+            {"success": True, "collection": {"id": grids["id"], "name": "LoRA grids"}},
+        )
+        deleted = await self.call("DELETE", f"{BASE}/{grids['id']}")
+        self.assertEqual(deleted, {"success": True, "deleted": True})
+        self.assertEqual(await self.listed(), [])
+        # Files are never touched.
+        self.assertTrue((self.output_dir / "a.png").is_file())
+
+    async def test_names_are_unique_ignoring_case(self):
+        self.make("a.png", "b.png")
+        first = (await self.add(name="LoRa testing", items=[self.item("a.png")]))[
+            "collection"
+        ]
+        second = await self.add(name="lora TESTING", items=[self.item("b.png")])
+        self.assertEqual(second["collection"], first)
+        self.assertFalse(second["created"])
+        self.assertEqual(len(await self.listed()), 1)
+
+    async def test_bad_requests_are_400(self):
+        self.make("a.png")
+        made = await self.add(name="Set", items=[self.item("a.png")])
+        cid = made["collection"]["id"]
+        good = [self.item("a.png")]
+        for body in (
+            {"items": good},
+            {"name": "x", "collection_id": cid, "items": good},
+            {"name": "x"},
+            {"name": "x", "items": good, "extra": 1},
+            {"collection_id": "1", "items": good},
+            {"collection_id": True, "items": good},
+            {"collection_id": 0, "items": good},
+            {"collection_id": 10**10, "items": good},
+            {"name": "", "items": good},
+            {"name": "x" * 101, "items": good},
+            {"name": "bell\x07", "items": good},
+            {"name": 5, "items": good},
+            {"name": "x", "items": []},
+            {"name": "x", "items": "a.png"},
+            {"name": "x", "items": [self.item("a.png")] * 501},
+            {"name": "x", "items": [{"root_index": 0, "path": "a.png"}]},
+            {"name": "x", "items": [{**self.item("a.png"), "root_index": "0"}]},
+            {"name": "x", "items": [{**self.item("a.png"), "root_scope": "xyz"}]},
+        ):
+            with self.subTest(body=body):
+                data = await self.add(400, **body)
+                self.assertFalse(data["success"])
+        for body in ({"items": good}, {"collection_id": cid}):
+            with self.subTest(remove=body):
+                await self.call("DELETE", ITEMS, body, 400)
+        for raw in ("abc", "0", "1234567890", "-1", "1.0"):
+            with self.subTest(path_id=raw):
+                await self.call("PATCH", f"{BASE}/{raw}", {"name": "x"}, 400)
+                await self.call("DELETE", f"{BASE}/{raw}", None, 400)
+        await self.call("PATCH", f"{BASE}/{cid}", {"name": ""}, 400)
+        await self.call("PATCH", f"{BASE}/{cid}", {"label": "x"}, 400)
+        for params in (
+            {"root_index": "x", "root_scope": self.scope(), "path": "a.png"},
+            {"root_index": "0", "path": "a.png"},
+            {"root_index": "0", "root_scope": "nope", "path": "a.png"},
+        ):
+            with self.subTest(membership=params):
+                await self.call("GET", MEMBERSHIP, status=400, **params)
+        self.assertEqual((await self.listed())[0]["count"], 1)
+
+    async def test_unsafe_paths_are_403(self):
+        self.make("a.png")
+        for path in (
+            "../a.png",
+            "sub/../../a.png",
+            "C:/a.png",
+            "a\\b.png",
+            "/a.png",
+            "notes.txt",
+        ):
+            with self.subTest(path=path):
+                await self.add(403, name="Set", items=[self.item(path)])
+                await self.call(
+                    "GET",
+                    MEMBERSHIP,
+                    status=403,
+                    root_index="0",
+                    root_scope=self.scope(),
+                    path=path,
+                )
+        self.assertEqual(await self.listed(), [])
+
+    async def test_a_body_over_the_cap_is_413(self):
+        response = await self.client.post(
+            ITEMS, data=b'{"name":"x","items":[' + b" " * (1024 * 1024 + 1) + b"]}"
+        )
+        self.assertEqual(response.status, 413)
+
+    async def test_missing_collection_and_files_are_404(self):
+        self.make("a.png")
+        data = await self.add(404, collection_id=999, items=[self.item("a.png")])
+        self.assertEqual(data["code"], "collection-not-found")
+        data = await self.call(
+            "DELETE", ITEMS, {"collection_id": 999, "items": [self.item("a.png")]}, 404
+        )
+        self.assertEqual(data["code"], "collection-not-found")
+        data = await self.call("PATCH", f"{BASE}/999", {"name": "x"}, 404)
+        self.assertEqual(data["code"], "collection-not-found")
+        data = await self.call("DELETE", f"{BASE}/999", None, 404)
+        self.assertEqual(data["code"], "collection-not-found")
+        data = await self.add(404, name="New", items=[self.item("never.png")])
+        self.assertEqual(data["code"], "files-not-found")
+        self.assertEqual(await self.listed(), [])
+
+    async def test_unlisted_files_count_as_not_found(self):
+        self.make("a.png")
+        made = await self.add(
+            name="Set", items=[self.item("a.png"), self.item("later.png")]
+        )
+        self.assertEqual((made["added"], made["not_found"]), (1, 1))
+        again = await self.add(
+            collection_id=made["collection"]["id"],
+            items=[self.item("a.png"), self.item("later.png")],
+        )
+        self.assertEqual(
+            (again["added"], again["already"], again["not_found"]), (0, 1, 1)
+        )
+
+    async def test_name_taken_is_409(self):
+        self.make("a.png")
+        first = (await self.add(name="First", items=[self.item("a.png")]))["collection"]
+        second = (await self.add(name="Second", items=[self.item("a.png")]))[
+            "collection"
+        ]
+        data = await self.call(
+            "PATCH", f"{BASE}/{second['id']}", {"name": "FIRST"}, 409
+        )
+        self.assertEqual(
+            (data["code"], data["collection_id"]), ("name-taken", first["id"])
+        )
+        renamed = await self.call("PATCH", f"{BASE}/{second['id']}", {"name": "SECOND"})
+        self.assertEqual(renamed["collection"]["name"], "SECOND")
+
+    async def test_stale_scope_is_409_after_reordering_sources(self):
+        second = self.two_sources()
+        self.make("a.png")
+        self.make("b.png", root=second)
+        stale = self.item("b.png", 1)
+        made = await self.add(name="Set", items=[self.item("a.png")])
+        cid = made["collection"]["id"]
+        self.api._get_all_output_dirs = lambda: [second, self.output_dir]
+        for method, body in (
+            ("POST", {"collection_id": cid, "items": [self.item("b.png", 0), stale]}),
+            ("DELETE", {"collection_id": cid, "items": [stale]}),
+        ):
+            with self.subTest(method=method):
+                data = await self.call(method, ITEMS, body, 409)
+                self.assertEqual(data["code"], "source-changed")
+                self.assertEqual(data["error"], SOURCES_CHANGED)
+        data = await self.call(
+            "GET",
+            MEMBERSHIP,
+            status=409,
+            root_index="1",
+            root_scope=stale["root_scope"],
+            path="b.png",
+        )
+        self.assertEqual(data["code"], "source-changed")
+        # Nothing was written by the refused add; the member follows its folder.
+        listed = await self.listed()
+        self.assertEqual((listed[0]["count"], listed[0]["missing"]), (1, 0))
+        membership = await self.call(
+            "GET", MEMBERSHIP, root_index="1", root_scope=self.scope(1), path="a.png"
+        )
+        self.assertEqual(membership["collection_ids"], [cid])
+
+    async def test_counts_exclude_a_missing_member(self):
+        second = self.two_sources()
+        self.make("a.png", "b.png")
+        self.make("c.png", root=second)
+        made = await self.add(
+            name="Grids",
+            items=[self.item("a.png"), self.item("b.png"), self.item("c.png", 1)],
+        )
+        other = await self.add(name="Other", items=[self.item("c.png", 1)])
+        (self.output_dir / "b.png").unlink()
+        self.api.invalidate_gallery_cache()
+        listed = await self.listed()
+        self.assertEqual(
+            listed,
+            [
+                {
+                    "id": made["collection"]["id"],
+                    "name": "Grids",
+                    "count": 2,
+                    "missing": 1,
+                },
+                {
+                    "id": other["collection"]["id"],
+                    "name": "Other",
+                    "count": 1,
+                    "missing": 0,
+                },
+            ],
+        )
+        # The member is removable although it is no longer listed.
+        removed = await self.call(
+            "DELETE",
+            ITEMS,
+            {"collection_id": made["collection"]["id"], "items": [self.item("b.png")]},
+        )
+        self.assertEqual(removed["removed"], 1)
+
+    async def test_counts_are_null_when_a_source_scan_fails(self):
+        self.make("a.png")
+        await self.add(name="Set", items=[self.item("a.png")])
+
+        async def broken(_root):
+            raise OSError("scan failed at /secret/place")
+
+        with patch.object(self.api, "_get_gallery_files", side_effect=broken):
+            data = await self.call("GET", BASE)
+        self.assertEqual(
+            data["collections"][0] | {"id": 0},
+            {"id": 0, "name": "Set", "count": None, "missing": None},
+        )
+        self.assertNotIn("secret", json.dumps(data))
+
+    async def test_windows_case_spellings_are_one_member(self):
+        self.make("Sub/A.png")
+        with patch("py.api.images._path_flavor", ntpath):
+            made = await self.add(
+                name="Set", items=[self.item("Sub/A.png"), self.item("SUB/a.PNG")]
+            )
+            self.assertEqual((made["added"], made["already"]), (1, 0))
+            (self.output_dir / "Sub" / "A.png").rename(
+                self.output_dir / "Sub" / "a.png"
+            )
+            (self.output_dir / "Sub").rename(self.output_dir / "sub")
+            self.api.invalidate_gallery_cache()
+            listed = await self.listed()
+            self.assertEqual((listed[0]["count"], listed[0]["missing"]), (1, 0))
+            membership = await self.call(
+                "GET",
+                MEMBERSHIP,
+                root_index="0",
+                root_scope=self.scope(),
+                path="sub/a.png",
+            )
+            self.assertEqual(membership["collection_ids"], [made["collection"]["id"]])
+            response = await self.client.get(
+                "/prompt_manager/images/output",
+                params={
+                    "mode": "workspace",
+                    "collection": str(made["collection"]["id"]),
+                },
+            )
+            page = await response.json()
+            self.assertEqual([i["path"] for i in page["images"]], ["sub/a.png"])
+
+    async def test_posix_case_distinct_files_stay_two_members(self):
+        self.make("A.png", "a.png")
+        if len(list(self.output_dir.iterdir())) != 2:
+            self.skipTest("case-insensitive filesystem")
+        made = await self.add(
+            name="Set", items=[self.item("A.png"), self.item("a.png")]
+        )
+        self.assertEqual(made["added"], 2)
+
+    async def test_a_500_never_carries_the_exception_text(self):
+        self.make("a.png")
+        made = await self.add(name="Set", items=[self.item("a.png")])
+        cid = made["collection"]["id"]
+
+        def broken(*_args, **_kwargs):
+            raise sqlite3.OperationalError("disk I/O error at /secret/prompts.db")
+
+        cases = (
+            (
+                "list_collections",
+                "GET",
+                BASE,
+                None,
+                {},
+                "Collections could not be read.",
+            ),
+            (
+                "file_collections",
+                "GET",
+                MEMBERSHIP,
+                None,
+                {"root_index": "0", "root_scope": self.scope(), "path": "a.png"},
+                "Collections could not be read.",
+            ),
+            (
+                "add_to_collection",
+                "POST",
+                ITEMS,
+                {"collection_id": cid, "items": [self.item("a.png")]},
+                {},
+                "The collection could not be changed.",
+            ),
+            (
+                "remove_from_collection",
+                "DELETE",
+                ITEMS,
+                {"collection_id": cid, "items": [self.item("a.png")]},
+                {},
+                "The collection could not be changed.",
+            ),
+            (
+                "rename_collection",
+                "PATCH",
+                f"{BASE}/{cid}",
+                {"name": "x"},
+                {},
+                "The collection could not be changed.",
+            ),
+            (
+                "delete_collection",
+                "DELETE",
+                f"{BASE}/{cid}",
+                None,
+                {},
+                "The collection could not be changed.",
+            ),
+        )
+        for method_name, method, url, body, params, message in cases:
+            with self.subTest(method=method_name):
+                with patch.object(self.api.db, method_name, side_effect=broken):
+                    data = await self.call(method, url, body, 500, **params)
+                self.assertEqual(data, {"success": False, "error": message})
+
+
+class TestCollectionListingFilter(CollectionRoutesTestCase):
+    """#392's "all N matching" filter carries ``collection`` like the listing."""
+
+    async def test_a_filter_with_a_collection_resolves_only_members(self):
+        second = self.two_sources()
+        self.make("a.png", "b.png")
+        self.make("c.png", root=second)
+        made = await self.add(
+            name="Set", items=[self.item("a.png"), self.item("c.png", 1)]
+        )
+        cid = str(made["collection"]["id"])
+        selection = await self.api.resolve_listing_filter({"collection": cid})
+        self.assertEqual(
+            sorted((index, path) for index, _scope, path in selection.targets),
+            [(0, "a.png"), (1, "c.png")],
+        )
+        selection = await self.api.resolve_listing_filter(
+            {"collection": cid, "root": "1", "root_scope": self.scope(1)}
+        )
+        self.assertEqual([t[2] for t in selection.targets], ["c.png"])
+        for bad in ("0", "x", "1234567890"):
+            with self.subTest(bad=bad):
+                with self.assertRaises(ValueError):
+                    from py.api.images import parse_listing_filter
+
+                    parse_listing_filter({"collection": bad})
+
+    async def test_bulk_category_acts_on_collection_members_only(self):
+        self.make("a.png", "b.png")
+        inside = self._save_prompt("Inside", category="Old")
+        outside = self._save_prompt("Outside", category="Old")
+        self.api.db.link_image_to_prompt(inside, str(self.output_dir / "a.png"))
+        self.api.db.link_image_to_prompt(outside, str(self.output_dir / "b.png"))
+        made = await self.add(name="Set", items=[self.item("a.png")])
+        cid = str(made["collection"]["id"])
+        data = await self.call(
+            "POST",
+            "/prompt_manager/bulk/category",
+            {"images_filter": {"collection": cid}, "category": "New"},
+        )
+        self.assertEqual((data["updated_count"], data["prompt_count"]), (1, 1))
+        self.assertEqual(self.api.db.get_prompt_by_id(inside)["category"], "New")
+        self.assertEqual(self.api.db.get_prompt_by_id(outside)["category"], "Old")
+
+    async def test_a_deleted_collection_in_a_bulk_filter_is_a_404(self):
+        self.make("a.png")
+        data = await self.call(
+            "POST",
+            "/prompt_manager/bulk/category",
+            {"images_filter": {"collection": "77"}, "category": "New"},
+            status=404,
+        )
+        self.assertEqual(data["code"], "collection-not-found")
+        with self.assertRaises(Exception) as caught:
+            await self.api.resolve_listing_filter({"collection": "77"})
+        self.assertEqual(type(caught.exception).__name__, "CollectionMissing")
+
+
+class TestReviewFindings(CollectionRoutesTestCase):
+    """PR #400 review: loop work, counts snapshot, id and query rules."""
+
+    async def test_no_realpath_runs_on_the_event_loop(self):
+        import os
+        import threading
+
+        names = [f"img{n}.png" for n in range(20)]
+        self.make(*names)
+        await self.call("GET", BASE)  # warm the listing cache
+        loop_thread = threading.current_thread()
+        on_loop = []
+        real = os.path.realpath
+
+        def watched(*args, **kwargs):
+            if threading.current_thread() is loop_thread:
+                on_loop.append(args[0])
+            return real(*args, **kwargs)
+
+        items = [self.item(name) for name in names]
+        cid = None
+        with patch("os.path.realpath", side_effect=watched):
+            made = await self.add(name="Set", items=items)
+            cid = made["collection"]["id"]
+            await self.call("DELETE", ITEMS, {"collection_id": cid, "items": items[:5]})
+            await self.call(
+                "GET",
+                MEMBERSHIP,
+                root_index="0",
+                root_scope=items[0]["root_scope"],
+                path="img9.png",
+            )
+            await self.call("GET", BASE)
+        self.assertEqual(on_loop, [])
+
+    async def test_missing_is_never_negative(self):
+        self.make("a.png", "b.png")
+        made = await self.add(
+            name="Set", items=[self.item("a.png"), self.item("b.png")]
+        )
+        cid = made["collection"]["id"]
+        real = self.api.db.collection_count_snapshot
+
+        def raced(root_keys):
+            members, stored = real(root_keys)
+            return members, {cid: 1}  # a remove landed between two reads
+
+        with patch.object(self.api.db, "collection_count_snapshot", side_effect=raced):
+            listed = await self.listed()
+        self.assertEqual((listed[0]["count"], listed[0]["missing"]), (2, 0))
+
+    async def test_path_ids_follow_the_listing_rule(self):
+        self.make("a.png")
+        made = await self.add(name="Set", items=[self.item("a.png")])
+        cid = made["collection"]["id"]
+        for raw in ("0", "007", f"0{cid}"):
+            with self.subTest(raw=raw):
+                await self.call("PATCH", f"{BASE}/{raw}", {"name": "x"}, 400)
+                await self.call("DELETE", f"{BASE}/{raw}", None, 400)
+        self.assertEqual(len(await self.listed()), 1)
+
+    async def test_membership_refuses_repeated_query_keys(self):
+        self.make("a.png", "b.png")
+        response = await self.client.get(
+            MEMBERSHIP
+            + f"?root_index=0&root_scope={self.scope()}&path=a.png&path=b.png"
+        )
+        self.assertEqual(response.status, 400)
+        response = await self.client.get(
+            MEMBERSHIP
+            + f"?root_index=0&root_index=0&root_scope={self.scope()}&path=a.png"
+        )
+        self.assertEqual(response.status, 400)
+
+    async def test_deleting_a_collection_leaves_everything_else(self):
+        from py.api.images import _favorite_root_key
+
+        try:
+            from tests.test_annotation_schema import insert_group_rows, table_rows
+        except ImportError:
+            from test_annotation_schema import insert_group_rows, table_rows
+
+        self.make("a.png")
+        db = self.api.db
+        db.set_image_favorite(_favorite_root_key(self.output_dir), "a.png")
+        prompt = self._save_prompt("Linked")
+        db.link_image_to_prompt(prompt, str(self.output_dir / "a.png"))
+        with db.model.get_connection() as conn:
+            insert_group_rows(conn, locator=str(self.output_dir / "a.png"))
+        made = await self.add(name="Set", items=[self.item("a.png")])
+        tables = (
+            "image_favorites",
+            "generated_images",
+            "prompts",
+            "tags",
+            "media_annotation_files",
+            "media_annotation_bytes",
+            "media_image_tags",
+        )
+        before = table_rows(db.model.get_connection(), tables)
+        file_bytes = (self.output_dir / "a.png").read_bytes()
+        await self.call("DELETE", f"{BASE}/{made['collection']['id']}")
+        self.assertEqual(table_rows(db.model.get_connection(), tables), before)
+        self.assertEqual((self.output_dir / "a.png").read_bytes(), file_bytes)
+        self.assertTrue(all(before[t] for t in tables))

tests/test_api_duplicate_files.py

@@ -693,6 +693,39 @@ class TestCleanupJob(DuplicateFilesTestCase):
             "Moved 2 database links to the kept copies", "\n".join(cleanup.log)
         )
 
+    async def test_duplicate_removal_moves_collection_memberships(self):
+        self.trio()
+        db = self.api.db
+        root_key = duplicate_files.favorite_root_key(self.output_dir)
+        grids = db.add_to_collection(name="LoRA grids", items=[(root_key, "b.png")])
+        grids = grids["collection"]["id"]
+        other = db.add_to_collection(
+            name="Other", items=[(root_key, "sub/c.png"), (root_key, "d.png")]
+        )["collection"]["id"]
+        db.add_to_collection(collection_id=grids, items=[(root_key, "sub/c.png")])
+        _plan, cleanup = await self.remove_all_but("a.png")
+        # The union: a.png joins both; c.png's second grids row was a repeat.
+        self.assertEqual(db.collection_members(grids, root_key), {"a.png"})
+        self.assertEqual(db.collection_members(other, root_key), {"a.png", "d.png"})
+        self.assertEqual(sorted(db.file_collections(root_key, "a.png")), [grids, other])
+        self.assertEqual(db.file_collections(root_key, "b.png"), [])
+        self.assertEqual(db.file_collections(root_key, "sub/c.png"), [])
+        self.assertIn(
+            "Moved 2 collection memberships to the kept copies", "\n".join(cleanup.log)
+        )
+
+    def test_one_collection_membership_is_singular(self):
+        job = type(
+            "Job", (), {"log": [], "log_line": lambda s, line: s.log.append(line)}
+        )()
+        totals = dict.fromkeys(
+            ("moved", "merged", "favorites", "tags", "review", "collections"), 0
+        )
+        duplicate_files.DuplicateFilesMixin._log_moved_records(
+            job, {**totals, "collections": 1}
+        )
+        self.assertEqual(job.log, ["Moved 1 collection membership to the kept copies"])
+
     async def test_a_failed_removal_leaves_its_links_on_the_kept_copy(self):
         self.trio()
         prompt = self.save("Stays on c")
@@ -849,8 +882,11 @@ class TestLinkQueries(DuplicateFilesTestCase):
                 with self.subTest(sql=sql):
                     self.assertNotIn("SCAN generated_images", plan)
                     self.assertNotIn("SCAN image_favorites", plan)
+                    self.assertNotIn("SCAN image_collection_items", plan)
         finally:
             conn.close()
+        statements = duplicate_files.query_plan_sql()
+        self.assertTrue(any("image_collection_items" in sql for sql in statements))
 
 
 class TestReviewHelpers(DuplicateFilesTestCase):

tests/test_api_images.py

@@ -2556,9 +2556,10 @@ class TestRootScopeServing(ImageAPITestCase):
         listing = await self.client.get("/prompt_manager/images/output?mode=workspace")
         descriptor = (await listing.json())["images"][0]
         self.assertRegex(descriptor.get("root_scope", ""), r"^[0-9a-f]{64}$")
-        with patch.object(
-            images_module, "_WORKSPACE_CURSOR_SECRET", b"different-process-key"
-        ):
+        from utils.workspace_keys import WorkspaceKeys
+
+        rotated = WorkspaceKeys(b"n" * 32, b"m" * 32, False)
+        with patch.object(self.api, "_workspace_keys", return_value=rotated):
             await self.assert_no_access("image.png", scope=descriptor["root_scope"])
         self.api._get_all_output_dirs = lambda: []
         await self.assert_no_access("image.png", scope=descriptor["root_scope"])

tests/test_api_prompt_inspector.py

@@ -1418,9 +1418,10 @@ class TestPromptInspector(ImageAPITestCase):
     async def test_root_scope_rotated_key_and_removed_index_skip_reader_and_db(self):
         png(self.output_dir / "image.png", prompt=graph())
         descriptor = await self.scoped_descriptor()
-        import py.api.images as images_module
+        from utils.workspace_keys import WorkspaceKeys
 
-        with patch.object(images_module, "_WORKSPACE_CURSOR_SECRET", b"new-key"):
+        rotated = WorkspaceKeys(b"n" * 32, b"m" * 32, False)
+        with patch.object(self.api, "_workspace_keys", return_value=rotated):
             await self.assert_scope_skips_access(descriptor.get("root_scope", "0" * 64))
         self.api._get_all_output_dirs = lambda: []
         await self.assert_scope_skips_access(descriptor.get("root_scope", "0" * 64))

tests/test_api_rescope.py

@@ -0,0 +1,169 @@
+"""POST /prompt_manager/images/rescope: a stale target's current identity (#430).
+
+A page that holds ``{root_index, root_scope, path}`` after the sources were
+renumbered asks where that file is now. The server maps the target only when
+its scope was issued, at its old index, for one of the current roots, so the
+answer names nothing the page could not already address; a removed or
+replaced root, a foreign scope or a changed key stay refused.
+"""
+
+import json
+import os
+import sys
+from unittest.mock import patch
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+try:
+    from test_api_images import ImageAPITestCase, make_png
+except ImportError:  # imported as tests.test_api_rescope
+    from tests.test_api_images import ImageAPITestCase, make_png
+
+from utils.workspace_keys import WorkspaceKeys  # noqa: E402
+
+RESCOPE = "/prompt_manager/images/rescope"
+
+
+class TestRescopeRoute(ImageAPITestCase):
+    async def get_application(self):
+        app = await super().get_application()
+        self.other_dir = self.comfy_dir / "other"
+        self.other_dir.mkdir()
+        make_png(self.output_dir / "sub" / "a.png")
+        make_png(self.other_dir / "sub" / "a.png", color=(0, 0, 255))
+        return app
+
+    def target(self, path="sub/a.png", index=0, root=None):
+        root = root or self.output_dir
+        return {
+            "root_index": index,
+            "root_scope": self.api._gallery_root_scope(root, index),
+            "path": path,
+        }
+
+    async def post(self, body):
+        response = await self.client.post(RESCOPE, json=body)
+        data = await response.json()
+        self.assertNotIn(str(self.comfy_dir), json.dumps(data))
+        self.assertEqual(response.headers.get("Cache-Control"), "no-store")
+        return response.status, data
+
+    async def listed(self):
+        response = await self.client.get(
+            "/prompt_manager/images/output", params={"mode": "workspace"}
+        )
+        return {
+            (item["root_index"], item["path"]): item
+            for item in (await response.json())["images"]
+        }
+
+    async def test_an_unchanged_root_answers_the_listing_descriptor(self):
+        status, data = await self.post({"target": self.target()})
+        self.assertEqual(status, 200)
+        self.assertTrue(data["success"])
+        self.assertEqual(data["image"], (await self.listed())[(0, "sub/a.png")])
+
+    async def test_a_renumbered_root_maps_to_its_new_index(self):
+        held = self.target()
+        self.api._get_all_output_dirs = lambda: [self.other_dir, self.output_dir]
+        status, data = await self.post({"target": held})
+        self.assertEqual(status, 200)
+        image = data["image"]
+        self.assertEqual((image["root_index"], image["path"]), (1, "sub/a.png"))
+        self.assertEqual(
+            image["root_scope"], self.api._gallery_root_scope(self.output_dir, 1)
+        )
+        self.assertEqual(image, (await self.listed())[(1, "sub/a.png")])
+
+    async def test_a_removed_replaced_or_foreign_root_is_source_changed(self):
+        held = self.target()
+        cases = {
+            "removed": lambda: [],
+            "replaced": lambda: [self.other_dir],
+        }
+        for name, roots in cases.items():
+            with self.subTest(name):
+                self.api._get_all_output_dirs = roots
+                status, data = await self.post({"target": held})
+                self.assertEqual((status, data["code"]), (409, "source-changed"))
+        self.api._get_all_output_dirs = lambda: [self.output_dir]
+        for scope in ("0" * 64, self.api._gallery_root_scope(self.output_dir, 1)):
+            with self.subTest(scope=scope[:8]):
+                status, data = await self.post(
+                    {"target": {**held, "root_scope": scope}}
+                )
+                self.assertEqual((status, data["code"]), (409, "source-changed"))
+
+    async def test_a_changed_key_cannot_be_mapped(self):
+        held = self.target()
+        rotated = WorkspaceKeys(b"n" * 32, b"m" * 32, False)
+        with patch.object(self.api, "_workspace_keys", return_value=rotated):
+            status, data = await self.post({"target": held})
+        self.assertEqual((status, data["code"]), (409, "source-changed"))
+
+    async def test_the_first_of_two_spellings_of_one_root_wins(self):
+        held = self.target()
+        self.api._get_all_output_dirs = lambda: [
+            self.other_dir,
+            self.output_dir,
+            self.output_dir / "sub" / "..",
+        ]
+        status, data = await self.post({"target": held})
+        self.assertEqual((status, data["image"]["root_index"]), (200, 1))
+
+    async def test_a_missing_file_is_not_found(self):
+        status, data = await self.post({"target": self.target("sub/gone.png")})
+        self.assertEqual((status, data["code"]), (404, "file-missing"))
+        (self.output_dir / "dir.png").mkdir()
+        status, data = await self.post({"target": self.target("dir.png")})
+        self.assertEqual((status, data["code"]), (404, "file-missing"))
+
+    async def test_a_path_leaving_the_root_is_refused(self):
+        outside = make_png(self.comfy_dir / "outside.png")
+        self._make_symlink(outside, self.output_dir / "escape.png")
+        status, _data = await self.post({"target": self.target("escape.png")})
+        self.assertEqual(status, 403)
+
+    async def test_previews_are_not_rescoped(self):
+        make_png(self.output_dir / "thumbnails" / "a_thumb.png")
+        status, _data = await self.post(
+            {"target": self.target("thumbnails/a_thumb.png")}
+        )
+        self.assertEqual(status, 403)
+
+    async def test_malformed_bodies_are_refused_before_any_file_access(self):
+        good = self.target()
+        bodies = [
+            b"{",
+            [],
+            {},
+            {"target": good, "extra": 1},
+            {"target": {**good, "root_index": -1}},
+            {"target": {**good, "root_index": True}},
+            {"target": {**good, "root_index": 4096}},
+            # Past Python's int-to-text digit limit: never a 500.
+            b'{"target": {"root_index": 1' + b"0" * 5000 + b"}}",
+            {"target": {**good, "root_scope": "A" * 64}},
+            {"target": {**good, "root_scope": "abc"}},
+            {"target": {**good, "path": ""}},
+            {"target": {**good, "path": "../a.png"}},
+            {"target": {**good, "path": "/abs.png"}},
+            {"target": {**good, "path": "C:/a.png"}},
+            {"target": {**good, "path": "sub\\a.png"}},
+            {"target": {**good, "path": "sub//a.png"}},
+            {"target": {**good, "path": "notes.txt"}},
+            {"target": {**good, "path": "x" * 2000 + ".png"}},
+        ]
+        with patch("pathlib.Path.is_file", side_effect=AssertionError("file access")):
+            for body in bodies:
+                with self.subTest(body=str(body)[:60]):
+                    if isinstance(body, bytes):
+                        response = await self.client.post(
+                            RESCOPE,
+                            data=body,
+                            headers={"Content-Type": "application/json"},
+                        )
+                    else:
+                        response = await self.client.post(RESCOPE, json=body)
+                    self.assertIn(response.status, (400, 403))
+                    self.assertFalse((await response.json())["success"])

tests/test_api_workspace_images.py

@@ -1882,9 +1882,13 @@ class TestWorkspaceCursorEncoding(unittest.TestCase):
         for order in ("newest", "oldest", "name", "name-desc"):
             with self.subTest(sort=order):
                 key = _workspace_key(entry, order)
-                token = _workspace_cursor(key, "scope")
+                token = _workspace_cursor(key, "scope", b"k" * 32)
                 self.assertLessEqual(len(token), 4096)
-                self.assertEqual(_workspace_cursor_key(token, "scope", order), key)
+                self.assertEqual(
+                    _workspace_cursor_key(token, "scope", order, b"k" * 32), key
+                )
+                with self.assertRaises(ValueError):
+                    _workspace_cursor_key(token, "scope", order, b"o" * 32)
 
 
 # The pre-#379 candidate read, kept as the differential reference for the
@@ -2550,3 +2554,207 @@ class TestListingFilterSelection(ImageAPITestCase):
 
         self.assertEqual(response.status, 409)
         self.assertEqual((await response.json())["code"], "source-changed")
+
+
+class TestWorkspaceCollectionFilter(ImageAPITestCase):
+    """#331: ``collection=<id>`` keeps only that collection's listed members."""
+
+    media = TestWorkspaceImages.media
+    get = TestWorkspaceImages.get
+    _names = TestWorkspaceImages._names
+
+    async def tearDownAsync(self):
+        self.api.db.close_all()
+        assert_closed(self, self._temp_db.name, self._output_tmp.name)
+        await super().tearDownAsync()
+
+    def keys(self, root, relative):
+        from py.api.images import _favorite_relative_key, _favorite_root_key
+
+        return (_favorite_root_key(root), _favorite_relative_key(relative))
+
+    def collect(self, name, *members):
+        """A collection holding ``(root, relative)`` members; its id."""
+        result = self.api.db.add_to_collection(
+            name=name, items=[self.keys(root, rel) for root, rel in members]
+        )
+        return result["collection"]["id"]
+
+    def two_sources(self):
+        second = self.comfy_dir / "second"
+        second.mkdir()
+        self.api._get_all_output_dirs = lambda: [self.output_dir, second]
+        return second
+
+    async def test_listing_keeps_only_collection_members(self):
+        second = self.two_sources()
+        self.media("a.png", 300)
+        self.media("b.png", 200)
+        self.media("sub/c.png", 100, root=second)
+        self.media("d.png", 50, root=second)
+        grids = self.collect(
+            "Grids",
+            (self.output_dir, "a.png"),
+            (second, "sub/c.png"),
+            (self.output_dir, "gone.png"),  # stored, never listed
+        )
+        self.collect("Other", (self.output_dir, "b.png"))
+        response, data = await self.get(collection=str(grids))
+        self.assertEqual(response.status, 200, data)
+        self.assertEqual(self._names(data), ["a.png", "c.png"])
+        self.assertEqual(data["total"], 2)
+        _, data = await self.get(collection=str(grids), root="1")
+        self.assertEqual(self._names(data), ["c.png"])
+        # Without the filter the listing is unchanged.
+        _, data = await self.get()
+        self.assertEqual(data["total"], 4)
+
+    async def test_collection_filter_combines_with_the_other_filters(self):
+        night = self._save_prompt("Neon zebra", category="Night", tags=["a"])
+        day = self._save_prompt("Morning field", category="Day", tags=["a"])
+        files = {
+            name: self.media(name, 100 + index)
+            for index, name in enumerate(
+                ("night.png", "day.png", "zebra_plain.png", "clip.mp4", "out.png")
+            )
+        }
+        self.api.db.link_image_to_prompt(night, str(files["night.png"]))
+        self.api.db.link_image_to_prompt(day, str(files["day.png"]))
+        members = [(self.output_dir, name) for name in files if name != "out.png"]
+        grids = str(self.collect("Grids", *members))
+        cases = (
+            ({}, ["clip.mp4", "day.png", "night.png", "zebra_plain.png"]),
+            ({"q": "zebra"}, ["night.png", "zebra_plain.png"]),
+            ({"category": "Night"}, ["night.png"]),
+            ({"tags": "a"}, ["day.png", "night.png"]),
+            ({"media": "video"}, ["clip.mp4"]),
+            ({"media": "image", "q": "day"}, ["day.png"]),
+        )
+        for params, expected in cases:
+            with self.subTest(**params):
+                response, data = await self.get(collection=grids, sort="name", **params)
+                self.assertEqual(response.status, 200, data)
+                self.assertEqual(self._names(data), expected)
+                self.assertEqual(data["total"], len(expected))
+
+    async def test_collection_filter_combines_with_an_images_own_category(self):
+        """#331 with #332: a member is admitted by its effective category."""
+        from py.api.images import image_category_key
+
+        night = self._save_prompt("Neon zebra", category="Night")
+        files = {
+            name: self.media(name, 100 + index)
+            for index, name in enumerate(
+                ("linked.png", "overridden.png", "own.png", "outside.png")
+            )
+        }
+        for name in ("linked.png", "overridden.png"):
+            self.api.db.link_image_to_prompt(night, str(files[name]))
+        sources = self.api._get_all_output_dirs()
+
+        def own(name, value):
+            key = image_category_key(sources, files[name])
+            self.api.db.set_image_categories([key], value)
+
+        own("overridden.png", "Portraits")
+        own("own.png", "Night")  # unlinked: only its own category
+        own("outside.png", "Night")  # not a member
+        members = [(self.output_dir, name) for name in files if name != "outside.png"]
+        grids = str(self.collect("Grids", *members))
+        for category, expected in (
+            ("Night", ["linked.png", "own.png"]),
+            ("Portraits", ["overridden.png"]),
+        ):
+            with self.subTest(category=category):
+                response, data = await self.get(
+                    collection=grids, category=category, sort="name"
+                )
+                self.assertEqual(response.status, 200, data)
+                self.assertEqual(self._names(data), expected)
+                self.assertEqual(data["total"], len(expected))
+
+    async def test_invalid_collection_is_a_400(self):
+        for value in ("x", "0", "-1", "1.5", "1234567890", " 1"):
+            with self.subTest(value=value):
+                response, data = await self.get(collection=value)
+                self.assertEqual(response.status, 400, data)
+
+    async def test_unknown_collection_is_a_404(self):
+        self.media("a.png")
+        response, data = await self.get(collection="77")
+        self.assertEqual(response.status, 404)
+        self.assertEqual(data["code"], "collection-not-found")
+        self.assertNotIn("images", data)
+        self.api._get_all_output_dirs = lambda: []
+        response, data = await self.get(collection="77")
+        self.assertEqual((response.status, data["code"]), (404, "collection-not-found"))
+
+    async def test_a_collection_deleted_during_the_read_is_a_404(self):
+        self.media("a.png")
+        grids = self.collect("Grids", (self.output_dir, "a.png"))
+        real = self.api.db.collection_members
+
+        def deleted_meanwhile(collection_id, root_key):
+            self.api.db.delete_collection(collection_id)
+            return real(collection_id, root_key)
+
+        with patch.object(
+            self.api.db, "collection_members", side_effect=deleted_meanwhile
+        ):
+            response, data = await self.get(collection=str(grids))
+        self.assertEqual((response.status, data["code"]), (404, "collection-not-found"))
+
+    async def test_a_failed_members_read_is_a_500_never_an_unfiltered_page(self):
+        self.media("a.png")
+        self.media("b.png")
+        grids = self.collect("Grids", (self.output_dir, "a.png"))
+
+        def broken(*_args, **_kwargs):
+            raise sqlite3.OperationalError("database is locked")
+
+        with patch.object(self.api.db, "collection_members", side_effect=broken):
+            response, data = await self.get(collection=str(grids))
+        self.assertEqual(response.status, 500)
+        self.assertNotIn("images", data)
+        self.assertNotIn("locked", json.dumps(data))
+
+    async def test_reordering_sources_keeps_members(self):
+        second = self.two_sources()
+        self.media("a.png", root=second)
+        self.media("b.png")
+        grids = str(self.collect("Grids", (second, "a.png")))
+        _, data = await self.get(collection=grids)
+        self.assertEqual(
+            [(i["root_index"], i["path"]) for i in data["images"]], [(1, "a.png")]
+        )
+        self.api._get_all_output_dirs = lambda: [second, self.output_dir]
+        _, data = await self.get(collection=grids)
+        self.assertEqual(
+            [(i["root_index"], i["path"]) for i in data["images"]], [(0, "a.png")]
+        )
+
+    async def test_cursor_from_another_collection_is_refused(self):
+        for index, name in enumerate(("a.png", "b.png", "c.png")):
+            self.media(name, 100 + index)
+        everything = [(self.output_dir, name) for name in ("a.png", "b.png", "c.png")]
+        first = str(self.collect("First", *everything))
+        second = str(self.collect("Second", *everything))
+        _, page = await self.get(collection=first, limit=1)
+        token = page["next_cursor"]
+        self.assertIsInstance(token, str)
+        response, _ = await self.get(collection=first, limit=1, cursor=token)
+        self.assertEqual(response.status, 200)
+        for params in ({"collection": second}, {}, {"favorites": "1"}):
+            with self.subTest(**params):
+                response, _ = await self.get(cursor=token, limit=1, **params)
+                self.assertEqual(response.status, 400)
+
+    async def test_collection_wins_over_favorites(self):
+        self.media("a.png")
+        self.media("b.png")
+        grids = str(self.collect("Grids", (self.output_dir, "a.png")))
+        from py.api.images import _favorite_root_key
+
+        self.api.db.set_image_favorite(_favorite_root_key(self.output_dir), "b.png")
+        _, data = await self.get(collection=grids, favorites="1")
+        self.assertEqual(self._names(data), ["a.png"])

tests/test_api_workspace_restart.py

@@ -0,0 +1,218 @@
+"""A ComfyUI restart keeps an open workspace page's scopes and cursors (#430).
+
+A restart is a new ``PromptManagerAPI`` on the same database in a new
+process. Here a second API instance on its own aiohttp server stands in for
+it (``tests/test_workspace_keys.py`` also derives the scope in a real child
+process); it must accept every ``root_scope`` and listing cursor the first one
+handed out, while a changed root list or key still refuses them.
+"""
+
+import base64
+import json
+import os
+import sys
+from unittest.mock import patch
+from urllib.parse import quote
+
+from aiohttp import web
+from aiohttp.test_utils import TestClient, TestServer
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+try:
+    from test_api_images import ImageAPITestCase, make_png
+except ImportError:  # imported as tests.test_api_workspace_restart
+    from tests.test_api_images import ImageAPITestCase, make_png
+
+from database.operations import PromptDatabase  # noqa: E402
+from py.api import PromptManagerAPI  # noqa: E402
+from utils.workspace_keys import KEY_FILE_NAME, WorkspaceKeys  # noqa: E402
+
+LISTING = "/prompt_manager/images/output"
+
+
+def _payload(token):
+    raw = base64.urlsafe_b64decode(token + "=" * (-len(token) % 4))
+    return json.loads(raw[32:])
+
+
+class TestRestartKeepsTheOpenPage(ImageAPITestCase):
+    async def get_application(self):
+        app = await super().get_application()
+        for index in range(3):
+            make_png(self.output_dir / f"image_{index}.png")
+        return app
+
+    async def first_page(self, client=None, **params):
+        response = await (client or self.client).get(
+            LISTING, params={"mode": "workspace", "limit": "1", **params}
+        )
+        self.assertEqual(response.status, 200)
+        return await response.json()
+
+    async def restarted(self):
+        """A second API on the same database and roots, on its own server."""
+        api = PromptManagerAPI(db=PromptDatabase(self._temp_db.name))
+        api._get_all_output_dirs = lambda: [self.output_dir]
+        api._find_comfyui_output_dir = lambda: str(self.output_dir)
+        app = web.Application()
+        routes = web.RouteTableDef()
+        api.add_routes(routes)
+        app.router.add_routes(routes)
+        client = TestClient(TestServer(app))
+        await client.start_server()
+
+        async def close():
+            await client.close()
+            api.close_auto_thumbnails()
+            api.db.close_all()
+
+        self.addAsyncCleanup(close)
+        return api, client
+
+    async def test_a_restart_keeps_every_held_scope_and_cursor_valid(self):
+        page = await self.first_page()
+        image, cursor = page["images"][0], page["next_cursor"]
+        self.assertTrue(
+            os.path.isfile(
+                os.path.join(os.path.dirname(self._temp_db.name), KEY_FILE_NAME)
+            )
+        )
+        _api, client = await self.restarted()
+
+        more = await client.get(
+            LISTING, params={"mode": "workspace", "limit": "1", "cursor": cursor}
+        )
+        self.assertEqual(more.status, 200, await more.text())
+        self.assertNotEqual((await more.json())["images"][0]["path"], image["path"])
+
+        inspected = await client.get(
+            f"/prompt_manager/images/inspect/{quote(image['path'])}",
+            params={"root": "0", "root_scope": image["root_scope"]},
+        )
+        self.assertEqual(inspected.status, 200, await inspected.text())
+        served = await client.get(
+            f"/prompt_manager/images/serve/{quote(image['path'])}",
+            params={"root": "0", "root_scope": image["root_scope"]},
+        )
+        self.assertEqual(served.status, 200)
+        relisted = await self.first_page(client)
+        self.assertEqual(relisted["images"][0]["root_scope"], image["root_scope"])
+
+    async def test_a_key_change_refuses_the_cursor_as_stale(self):
+        cursor = (await self.first_page())["next_cursor"]
+        rotated = WorkspaceKeys(b"n" * 32, b"m" * 32, False)
+        with patch.object(self.api, "_workspace_keys", return_value=rotated):
+            response = await self.client.get(
+                LISTING, params={"mode": "workspace", "limit": "1", "cursor": cursor}
+            )
+        self.assertEqual(response.status, 400)
+        self.assertEqual((await response.json())["code"], "cursor-stale")
+
+    async def test_renumbered_roots_refuse_the_cursor_as_stale(self):
+        cursor = (await self.first_page())["next_cursor"]
+        other = self.comfy_dir / "other"
+        other.mkdir()
+        self.api._get_all_output_dirs = lambda: [other, self.output_dir]
+        response = await self.client.get(
+            LISTING, params={"mode": "workspace", "limit": "1", "cursor": cursor}
+        )
+        self.assertEqual(response.status, 400)
+        self.assertEqual((await response.json())["code"], "cursor-stale")
+
+    async def test_another_listing_refuses_the_cursor_as_stale(self):
+        cursor = (await self.first_page())["next_cursor"]
+        response = await self.client.get(
+            LISTING,
+            params={"mode": "workspace", "limit": "1", "cursor": cursor, "q": "x"},
+        )
+        self.assertEqual(response.status, 400)
+        self.assertEqual((await response.json())["code"], "cursor-stale")
+
+    async def test_a_malformed_cursor_is_a_plain_bad_request(self):
+        # A 32-byte signature over a payload is well formed: a wrong one is stale.
+        for cursor in ("!!", "a" * 5000, base64.urlsafe_b64encode(b"x" * 20).decode()):
+            with self.subTest(cursor=cursor[:10]):
+                response = await self.client.get(
+                    LISTING,
+                    params={"mode": "workspace", "limit": "1", "cursor": cursor},
+                )
+                self.assertEqual(response.status, 400)
+                self.assertNotEqual((await response.json()).get("code"), "cursor-stale")
+
+    async def test_the_cursor_carries_no_digest_of_the_root_paths(self):
+        cursor = (await self.first_page())["next_cursor"]
+        payload = _payload(cursor)
+        # v2: the listing scope (it hashes every absolute root) is in the MAC only.
+        self.assertEqual(set(payload), {"v", "key"})
+        self.assertEqual(payload["v"], 2)
+
+    async def test_another_database_folder_gets_other_scopes(self):
+        page = await self.first_page()
+        other_db = self.comfy_dir / "elsewhere" / "prompts.db"
+        other_db.parent.mkdir()
+        api = PromptManagerAPI(db=PromptDatabase(str(other_db)))
+        self.addCleanup(api.db.close_all)
+        self.addCleanup(api.close_auto_thumbnails)
+        self.assertNotEqual(
+            api._gallery_root_scope(self.output_dir, 0), page["images"][0]["root_scope"]
+        )
+
+
+# A fresh interpreter: the API on the given database, as after a restart.
+_CHILD = """
+import json, sys
+from pathlib import Path
+from unittest.mock import MagicMock
+sys.path.insert(0, sys.argv[1])
+from tests.host_stubs import install_folder_paths_stub
+install_folder_paths_stub()
+sys.modules.setdefault("server", MagicMock())
+from database.operations import PromptDatabase
+from py.api import PromptManagerAPI
+from py.api.images import _workspace_cursor_key
+api = PromptManagerAPI(db=PromptDatabase(sys.argv[2]))
+scope = api._gallery_root_scope(Path(sys.argv[3]), 0)
+secret = api._workspace_keys().cursor
+key = _workspace_cursor_key(sys.argv[4], "s" * 64, "newest", secret)
+api.close_auto_thumbnails()
+api.db.close_all()
+print(json.dumps({"scope": scope, "key": list(key)}))
+"""
+
+
+class TestRestartInANewProcess(ImageAPITestCase):
+    """The real thing: two other interpreters on the same database."""
+
+    def child(self, cursor):
+        import subprocess
+
+        repo = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+        result = subprocess.run(
+            [
+                sys.executable,
+                "-c",
+                _CHILD,
+                repo,
+                self._temp_db.name,
+                str(self.output_dir),
+                cursor,
+            ],
+            cwd=self.comfy_dir,
+            capture_output=True,
+            text=True,
+            timeout=120,
+        )
+        self.assertEqual(result.returncode, 0, result.stderr[-2000:])
+        return json.loads(result.stdout.strip().splitlines()[-1])
+
+    async def test_new_processes_derive_the_same_scope_and_accept_the_cursor(self):
+        from py.api.images import _workspace_cursor
+
+        make_png(self.output_dir / "image.png")
+        listing = await self.client.get(LISTING, params={"mode": "workspace"})
+        scope = (await listing.json())["images"][0]["root_scope"]
+        key = (-12.5, "image.png", "0" * 64, 0)
+        cursor = _workspace_cursor(key, "s" * 64, self.api._workspace_keys().cursor)
+        for _restart in range(2):
+            self.assertEqual(self.child(cursor), {"scope": scope, "key": list(key)})

tests/test_autotag_batch.py

@@ -553,6 +553,35 @@ class TestStartRefusals(BatchTestCase):
         self.assertEqual(self.api._jobs.list(), [])
         self.assertIsNone(model_gate.holder())
 
+    async def test_a_missing_backend_package_refuses_the_start(self):
+        self.tagger.missing["gguf"] = ["llama-cpp-python"]
+        status, data = await self.start_batch(model_type="gguf")
+        self.assertEqual((status, data["code"]), (409, "model-unavailable"))
+        self.assertEqual(data["success"], False)
+        self.assertTrue(
+            data["error"].startswith("GGUF JoyCaption needs llama-cpp-python."), data
+        )
+        self.assertIn("pip install llama-cpp-python", data["error"])
+        self.assertEqual(self.api._jobs.list(), [])
+        self.assertEqual(self.tagger.load_calls, [])
+        self.assertIsNone(model_gate.holder())
+
+    async def test_a_package_lost_after_the_start_fails_the_job_without_a_traceback(
+        self,
+    ):
+        from py.autotag import MissingBackendPackages
+
+        self.image("a.png", (1, 1, 1))
+        self.tagger.load_error = MissingBackendPackages("gguf", ["llama-cpp-python"])
+        with self.assertNoLogs(self.api.logger, level="ERROR"):
+            job = await self.run_batch(model_type="gguf")
+        self.assertEqual(job.state, "failed")
+        self.assertTrue(
+            job.status_line.startswith("GGUF JoyCaption needs"), job.status_line
+        )
+        self.assertTrue(any("pip install llama-cpp-python" in line for line in job.log))
+        self.assertIsNone(model_gate.holder())
+
     async def test_model_busy_when_the_gate_is_held(self):
         owner = model_gate.new_owner("image-annotations")
         self.assertTrue(model_gate.try_acquire(owner))
@@ -658,6 +687,20 @@ class TestPreview(BatchTestCase):
             self.assertIsNone(llm["estimate_device"])
         self.assertEqual([s for s in _strings(skip) if _absolute(s)], [])
 
+    async def test_preview_names_missing_backend_packages(self):
+        self.image("a.png", (1, 1, 1))
+        data = (await self.preview(model_type="gguf"))[1]
+        self.assertEqual(data["model"]["missing_packages"], [])
+        self.assertIsNone(data["model"]["install_command"])
+        self.tagger.missing["gguf"] = ["llama-cpp-python"]
+        data = (await self.preview(model_type="gguf"))[1]
+        self.assertTrue(data["model"]["downloaded"])
+        self.assertEqual(data["model"]["missing_packages"], ["llama-cpp-python"])
+        self.assertEqual(
+            data["model"]["install_command"], "pip install llama-cpp-python"
+        )
+        self.assertIn("DGGML_CUDA", data["model"]["install_note"])
+
     async def test_preview_uses_the_graphics_card_rate_when_wd14_runs_on_cuda(self):
         self.image("a.png", (1, 1, 1))
         self.tagger.wd14_device = lambda: "gpu"

tests/test_autotag_engine.py

@@ -800,8 +800,12 @@ class TestDefaultLoaders(EngineTestCase):
         transformers, model, processor, inputs = self._fake_transformers()
         pixel = inputs["pixel_values"]
         service = AutoTagService(models_dir=self.models_dir)
+        # The 8-bit load also needs these two (#424); stand-ins satisfy the check.
+        stubs = {
+            name: types.ModuleType(name) for name in ("accelerate", "bitsandbytes")
+        }
 
-        with _patch_modules({"torch": torch, "transformers": transformers}):
+        with _patch_modules({"torch": torch, "transformers": transformers, **stubs}):
             service.load_model("hf")
             tags = service.generate_tags(str(self.image_path))
 

tests/test_autotag_legacy.py

@@ -161,6 +161,39 @@ class TestLegacyBatch(LegacyTestCase):
         self.assertEqual(self.tagger.calls[-1]["prompt"], AutotagConfig.TEMPLATE)
         self.assertEqual(self.tagger.custom_prompt, "legacy prompt")
 
+    async def test_a_missing_backend_package_is_one_error_frame(self):
+        self.tagger.missing["gguf"] = ["llama-cpp-python"]
+        _, frames = await self.legacy("model_type=gguf")
+        self.assertEqual(len(frames), 1)
+        self.assertEqual(frames[0]["type"], "error")
+        self.assertTrue(
+            frames[0]["message"].startswith("GGUF JoyCaption needs llama-cpp-python.")
+        )
+        self.assertEqual(self.tagger.load_calls, [])
+
+    async def test_legacy_single_refuses_a_missing_backend_package(self):
+        from py.autotag import MissingBackendPackages
+
+        self.image("a.png", (1, 1, 1))
+        await self.relist()
+        self.tagger.missing["gguf"] = ["llama-cpp-python"]
+        status, data = await self.single(
+            {"path": "a.png", "root_index": 0, "model_type": "gguf"}
+        )
+        self.assertEqual((status, data["code"]), (409, "model-unavailable"))
+        self.assertIn("pip install llama-cpp-python", data["error"])
+        self.assertEqual(self.tagger.load_calls, [])
+        # Lost after the check: the same 409, no ERROR record, nothing held.
+        self.tagger.missing["gguf"] = []
+        self.tagger.load_error = MissingBackendPackages("gguf", ["llama-cpp-python"])
+        with self.assertNoLogs(self.api.logger, level="ERROR"):
+            status, data = await self.single(
+                {"path": "a.png", "root_index": 0, "model_type": "gguf"}
+            )
+        self.assertEqual((status, data["code"]), (409, "model-unavailable"))
+        self.assertIn("pip install llama-cpp-python", data["error"])
+        self.assertIsNone(model_gate.holder())
+
     async def test_each_refusal_is_one_error_frame(self):
         self.tagger.downloaded["wd14-vit"] = False
         _, frames = await self.legacy()

tests/test_autotag_packages.py

@@ -0,0 +1,248 @@
+"""#424: each tagging backend reports the Python packages it cannot import.
+
+``find_spec`` is patched throughout: no ML backend is installed or imported.
+"""
+
+import os
+import sys
+import types
+import unittest
+from unittest.mock import patch
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+try:
+    from test_autotag_engine import (
+        EngineTestCase,
+        FakeGgufModel,
+        _patch_modules,
+        _touch_model_files,
+    )
+except ImportError:  # pragma: no cover - run as a package
+    from tests.test_autotag_engine import (
+        EngineTestCase,
+        FakeGgufModel,
+        _patch_modules,
+        _touch_model_files,
+    )
+
+from py import autotag  # noqa: E402
+from py.autotag import (  # noqa: E402
+    BACKEND_PACKAGES,
+    MODELS,
+    AutoTagService,
+    MissingBackendPackages,
+    missing_packages,
+    package_fields,
+)
+
+GGUF_CUDA = 'For a CUDA build: CMAKE_ARGS="-DGGML_CUDA=on" pip install llama-cpp-python'
+
+
+def _find_spec_without(*absent):
+    """A ``find_spec`` that knows every module except *absent*."""
+
+    def find_spec(name, *args):
+        return None if name in absent else object()
+
+    return find_spec
+
+
+def _missing_from(*absent):
+    return patch.object(
+        autotag.importlib.util, "find_spec", side_effect=_find_spec_without(*absent)
+    )
+
+
+class TestMissingPackages(unittest.TestCase):
+
+    def test_every_backend_names_its_modules_and_pip_names(self):
+        self.assertEqual(BACKEND_PACKAGES["gguf"], (("llama_cpp", "llama-cpp-python"),))
+        self.assertEqual(
+            [pip for _module, pip in BACKEND_PACKAGES["hf"]],
+            ["torch", "transformers", "accelerate", "bitsandbytes"],
+        )
+        for model in ("wd14-swinv2", "wd14-vit"):
+            self.assertEqual(BACKEND_PACKAGES[model], (("onnxruntime", "onnxruntime"),))
+        self.assertEqual(set(BACKEND_PACKAGES), set(MODELS))
+
+    def test_reports_pip_names_of_modules_find_spec_cannot_find(self):
+        with _missing_from("llama_cpp", "accelerate", "bitsandbytes"):
+            self.assertEqual(missing_packages("gguf"), ["llama-cpp-python"])
+            self.assertEqual(missing_packages("hf"), ["accelerate", "bitsandbytes"])
+            self.assertEqual(missing_packages("wd14-vit"), [])
+
+    def test_find_spec_errors_count_as_missing(self):
+        for error in (ValueError("no spec"), ImportError("broken"), OSError("io")):
+            with self.subTest(error=type(error).__name__):
+                with patch.object(
+                    autotag.importlib.util, "find_spec", side_effect=error
+                ):
+                    self.assertEqual(missing_packages("wd14-vit"), ["onnxruntime"])
+
+    def test_a_module_already_imported_is_present_without_a_lookup(self):
+        with _patch_modules({"llama_cpp": types.ModuleType("llama_cpp")}):
+            with patch.object(
+                autotag.importlib.util, "find_spec", side_effect=AssertionError
+            ):
+                self.assertEqual(missing_packages("gguf"), [])
+
+    def test_the_check_imports_nothing(self):
+        before = set(sys.modules)
+        missing_packages("gguf")
+        missing_packages("hf")
+        missing_packages("wd14-vit")
+        imported = set(sys.modules) - before
+        heavy = {"llama_cpp", "torch", "transformers", "onnxruntime"}
+        self.assertFalse(imported & heavy, imported)
+
+    def test_unknown_model_has_no_packages(self):
+        self.assertEqual(missing_packages("nope"), [])
+
+    def test_package_fields_and_the_one_sentence(self):
+        self.assertEqual(
+            package_fields("gguf", []),
+            {"missing_packages": [], "install_command": None, "install_note": None},
+        )
+        fields = package_fields("gguf", ["llama-cpp-python"])
+        self.assertEqual(fields["missing_packages"], ["llama-cpp-python"])
+        self.assertEqual(fields["install_command"], "pip install llama-cpp-python")
+        self.assertEqual(fields["install_note"], GGUF_CUDA)
+        self.assertEqual(
+            package_fields("hf", ["torch", "bitsandbytes"])["install_command"],
+            "pip install torch bitsandbytes",
+        )
+        self.assertIsNone(package_fields("hf", ["torch"])["install_note"])
+        self.assertIn(
+            "onnxruntime-gpu",
+            package_fields("wd14-vit", ["onnxruntime"])["install_note"],
+        )
+        error = MissingBackendPackages("gguf", ["llama-cpp-python"])
+        self.assertIsInstance(error, RuntimeError)
+        self.assertEqual(
+            str(error),
+            "GGUF JoyCaption needs llama-cpp-python. Install it into ComfyUI's "
+            "Python: pip install llama-cpp-python. " + GGUF_CUDA,
+        )
+        self.assertEqual(
+            str(MissingBackendPackages("hf", ["accelerate", "bitsandbytes"])),
+            "HuggingFace JoyCaption needs accelerate and bitsandbytes. Install them "
+            "into ComfyUI's Python: pip install accelerate bitsandbytes.",
+        )
+
+
+class TestStatusReportsPackages(EngineTestCase):
+
+    def test_downloaded_keeps_its_files_only_meaning(self):
+        _touch_model_files(self.models_dir, "gguf")
+        _touch_model_files(self.models_dir, "wd14-vit")
+        service = AutoTagService(models_dir=self.models_dir)
+
+        with _missing_from("llama_cpp"):
+            status = service.get_models_status()
+
+        self.assertTrue(status["gguf"]["downloaded"])
+        self.assertEqual(status["gguf"]["missing_packages"], ["llama-cpp-python"])
+        self.assertEqual(
+            status["gguf"]["install_command"], "pip install llama-cpp-python"
+        )
+        self.assertEqual(status["gguf"]["install_note"], GGUF_CUDA)
+        self.assertEqual(status["wd14-vit"]["missing_packages"], [])
+        self.assertIsNone(status["wd14-vit"]["install_command"])
+        # A model not on disk still says which packages it will need.
+        self.assertFalse(status["wd14-swinv2"]["downloaded"])
+        self.assertIn("missing_packages", status["hf"])
+
+    def test_an_injected_loader_brings_its_own_backend(self):
+        service = self._service(("gguf", FakeGgufModel("x")))
+        with _missing_from("llama_cpp"):
+            self.assertEqual(
+                service.get_models_status()["gguf"]["missing_packages"], []
+            )
+
+    def test_an_injected_probe_is_used_for_status_and_load(self):
+        _touch_model_files(self.models_dir, "gguf")
+        service = AutoTagService(
+            models_dir=self.models_dir,
+            model_loader=lambda *_: ("gguf", FakeGgufModel("x")),
+            package_probe=lambda model_type: ["llama-cpp-python"],
+        )
+        self.assertEqual(
+            service.get_models_status()["gguf"]["missing_packages"],
+            ["llama-cpp-python"],
+        )
+        with self.assertRaises(MissingBackendPackages):
+            service.load_model("gguf")
+
+
+class TestLoadFailsFast(EngineTestCase):
+
+    def test_missing_package_refuses_before_the_loader_without_an_error_log(self):
+        _touch_model_files(self.models_dir, "gguf")
+        service = AutoTagService(models_dir=self.models_dir)
+        calls = []
+        service._model_loader = lambda *args: calls.append(args)
+
+        with (
+            _missing_from("llama_cpp"),
+            self.assertLogs(service.logger, level="DEBUG") as logs,
+        ):
+            with self.assertRaises(MissingBackendPackages) as ctx:
+                service.load_model("gguf")
+
+        self.assertEqual(calls, [])
+        self.assertEqual(ctx.exception.model_type, "gguf")
+        self.assertEqual(ctx.exception.missing, ["llama-cpp-python"])
+        self.assertIn("pip install llama-cpp-python", str(ctx.exception))
+        self.assertFalse(service.is_model_loaded())
+        levels = {record.levelname for record in logs.records}
+        self.assertNotIn("ERROR", levels)
+        self.assertIn("WARNING", levels)
+        self.assertTrue(all(record.exc_info is None for record in logs.records))
+
+    def test_not_downloaded_is_reported_before_packages(self):
+        service = AutoTagService(models_dir=self.models_dir)
+        with _missing_from("llama_cpp"):
+            with self.assertRaises(RuntimeError) as ctx:
+                service.load_model("gguf")
+        self.assertNotIsInstance(ctx.exception, MissingBackendPackages)
+
+    def test_a_module_not_found_from_the_loader_becomes_the_same_refusal(self):
+        _touch_model_files(self.models_dir, "gguf")
+
+        def loader(model_type, use_gpu):
+            raise ModuleNotFoundError("No module named 'llama_cpp'", name="llama_cpp")
+
+        service = AutoTagService(
+            models_dir=self.models_dir,
+            model_loader=loader,
+            package_probe=lambda _model: [],
+        )
+        with self.assertLogs(service.logger, level="DEBUG") as logs:
+            with self.assertRaises(MissingBackendPackages) as ctx:
+                service.load_model("gguf")
+        self.assertEqual(ctx.exception.missing, ["llama-cpp-python"])
+        self.assertNotIn("ERROR", {record.levelname for record in logs.records})
+        self.assertFalse(service.is_model_loaded())
+
+    def test_an_unknown_module_not_found_names_the_module(self):
+        def loader(model_type, use_gpu):
+            raise ModuleNotFoundError(
+                "No module named 'sentencepiece'", name="sentencepiece"
+            )
+
+        hf_dir = self.models_dir / MODELS["hf"]["subdir"]
+        hf_dir.mkdir(parents=True, exist_ok=True)
+        (hf_dir / "config.json").write_text("{}")
+        service = AutoTagService(
+            models_dir=self.models_dir,
+            model_loader=loader,
+            package_probe=lambda _model: [],
+        )
+        with self.assertRaises(MissingBackendPackages) as ctx:
+            service.load_model("hf")
+        self.assertEqual(ctx.exception.missing, ["sentencepiece"])
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_browser_fast_reset.py

@@ -22,6 +22,9 @@ from database.operations import PromptDatabase
 from tests.browser import fast_reset
 from tests.browser.fast_reset import ScratchSeeder, table_digests
 
+# The owner lock of /dev/shm scratch folders needs POSIX flock (#419).
+HAS_FLOCK = unittest.skipUnless(os.name == "posix", "needs POSIX flock")
+
 
 def digests(db: PromptDatabase) -> dict:
     return table_digests(db.model.get_connection())
@@ -275,6 +278,7 @@ class TestScratchSeeder(unittest.TestCase):
         self.assertEqual(digests(self.live), expected)
         self.assertFalse((self.root / "unused").exists())
 
+    @HAS_FLOCK
     def test_the_scratch_lives_under_the_memory_root_when_there_is_one(self):
         memory = self.root / "memory"
         memory.mkdir()
@@ -288,6 +292,16 @@ class TestScratchSeeder(unittest.TestCase):
         seeder.close()
         self.assertEqual(list(memory.iterdir()), [])
 
+    @unittest.skipIf(os.name == "posix", "without flock the memory root is unused")
+    def test_without_flock_the_scratch_stays_on_disk(self):
+        memory = self.root / "memory"
+        memory.mkdir()
+        seeder = ScratchSeeder(self.api, self.root / "fallback", memory_root=memory)
+        self.addCleanup(seeder.close)
+        seeder.run(reseed)
+        self.assertEqual(list(memory.iterdir()), [])
+        self.assertTrue((self.root / "fallback" / "seed.db").exists())
+
     def test_a_full_memory_root_puts_the_scratch_on_disk(self):
         memory = self.root / "memory"
         memory.mkdir()
@@ -303,26 +317,32 @@ class TestScratchSeeder(unittest.TestCase):
         self.assertEqual(list(memory.iterdir()), [])
         self.assertTrue((self.root / "fallback" / "seed.db").exists())
 
-    @unittest.skipUnless(os.name == "posix", "process probe is POSIX only")
-    def test_scratch_folders_of_dead_servers_are_removed(self):
+    @HAS_FLOCK
+    def test_the_scratch_folder_is_held_by_a_lock_until_close(self):
         memory = self.root / "memory"
         memory.mkdir()
-        dead = subprocess.Popen([sys.executable, "-c", "pass"])
-        dead.wait()
-        orphan = memory / f"pm-reset-{dead.pid}-abc"
-        alive = memory / f"pm-reset-{os.getpid()}-def"
-        other = memory / "pm-reset-notapid"
-        for folder in (orphan, alive, other):
-            folder.mkdir()
-            (folder / "seed.db").write_bytes(b"x")
         seeder = ScratchSeeder(self.api, self.root / "fallback", memory_root=memory)
         self.addCleanup(seeder.close)
         seeder.run(reseed)
-        self.assertFalse(orphan.exists())
-        self.assertTrue(alive.exists())
-        self.assertTrue(other.exists())
-        own = [p for p in memory.glob(f"pm-reset-{os.getpid()}-*") if p != alive]
-        self.assertEqual(len(own), 1)
+        (folder,) = memory.iterdir()
+        self.assertTrue(folder.name.startswith(f"pm-reset-held-{os.getpid()}-"))
+        self.assertFalse(lock_is_free(folder / "owner.lock"))
+        seeder.close()
+        self.assertEqual(list(memory.iterdir()), [])
+
+    @HAS_FLOCK
+    def test_a_lock_that_cannot_be_taken_puts_the_scratch_on_disk(self):
+        memory = self.root / "memory"
+        memory.mkdir()
+        seeder = ScratchSeeder(self.api, self.root / "fallback", memory_root=memory)
+        self.addCleanup(seeder.close)
+        refuse = mock.patch.object(
+            fast_reset.fcntl, "flock", side_effect=OSError("no locks here")
+        )
+        with refuse:
+            seeder.run(reseed)
+        self.assertEqual(list(memory.iterdir()), [])
+        self.assertTrue((self.root / "fallback" / "seed.db").exists())
 
     def test_close_releases_the_scratch_files(self):
         self.seeder.run(reseed)
@@ -331,5 +351,95 @@ class TestScratchSeeder(unittest.TestCase):
         self.seeder.close()  # idempotent
 
 
+# A process that takes the owner lock of a folder, says so, and waits.
+HOLDER = """
+import fcntl, os, sys, time
+fd = os.open(os.path.join(sys.argv[1], "owner.lock"), os.O_RDWR | os.O_CREAT)
+fcntl.flock(fd, fcntl.LOCK_EX)
+print("held", flush=True)
+time.sleep(600)
+"""
+
+
+def lock_is_free(path: Path) -> bool:
+    fd = os.open(path, os.O_RDWR)
+    try:
+        fast_reset.fcntl.flock(fd, fast_reset.fcntl.LOCK_EX | fast_reset.fcntl.LOCK_NB)
+    except BlockingIOError:
+        return False
+    finally:
+        os.close(fd)
+    return True
+
+
+@HAS_FLOCK
+class TestOrphanedScratch(unittest.TestCase):
+    """Only folders whose owner lock is free are orphans (#419)."""
+
+    def setUp(self):
+        self.tmp = tempfile.TemporaryDirectory()
+        self.addCleanup(self.tmp.cleanup)
+        self.memory = Path(self.tmp.name)
+
+    def folder(self, name: str) -> Path:
+        folder = self.memory / name
+        folder.mkdir()
+        (folder / "seed.db").write_bytes(b"x")
+        return folder
+
+    def hold(self, folder: Path) -> subprocess.Popen:
+        holder = subprocess.Popen(
+            [sys.executable, "-c", HOLDER, str(folder)],
+            stdout=subprocess.PIPE,
+            text=True,
+        )
+        self.addCleanup(holder.wait)
+        self.addCleanup(holder.stdout.close)
+        self.addCleanup(holder.kill)
+        self.assertEqual(holder.stdout.readline().strip(), "held")
+        return holder
+
+    def test_a_folder_whose_owner_was_killed_is_removed(self):
+        folder = self.folder("pm-reset-held-123-abc")
+        holder = self.hold(folder)
+        holder.kill()
+        holder.wait()
+        fast_reset.remove_orphaned_scratch(self.memory)
+        self.assertFalse(folder.exists())
+
+    def test_a_held_folder_is_kept_whatever_pid_its_name_carries(self):
+        # Under --ipc=host the owner's pid is from another PID namespace: it
+        # does not exist here, but its lock does.
+        dead = subprocess.Popen([sys.executable, "-c", "pass"])
+        dead.wait()
+        folder = self.folder(f"pm-reset-held-{dead.pid}-abc")
+        self.hold(folder)
+        fast_reset.remove_orphaned_scratch(self.memory)
+        self.assertTrue(folder.exists())
+        self.assertTrue((folder / "seed.db").exists())
+
+    def test_folders_without_an_owner_lock_are_kept(self):
+        dead = subprocess.Popen([sys.executable, "-c", "pass"])
+        dead.wait()
+        legacy = self.folder(f"pm-reset-{dead.pid}-abc")
+        staging = self.folder(f"pm-reset-new-{dead.pid}-def")
+        unlocked = self.folder(f"pm-reset-held-{dead.pid}-ghi")
+        fast_reset.remove_orphaned_scratch(self.memory)
+        for folder in (legacy, staging, unlocked):
+            self.assertTrue(folder.exists(), folder.name)
+
+    def test_a_folder_held_by_another_seeder_in_this_process_is_kept(self):
+        api = types.SimpleNamespace(db=PromptDatabase(str(self.memory / "live.db")))
+        self.addCleanup(api.db.close_all)
+        root = self.memory / "shm"
+        root.mkdir()
+        other = ScratchSeeder(api, self.memory / "fallback", memory_root=root)
+        self.addCleanup(other.close)
+        other.run(reseed)
+        (folder,) = root.iterdir()
+        fast_reset.remove_orphaned_scratch(root)
+        self.assertTrue(folder.exists())
+
+
 if __name__ == "__main__":
     unittest.main()

tests/test_database_backup.py

@@ -614,6 +614,50 @@ class TestRestoreFromFile(BackupTestCase):
             )
         assert_closed(self, str(backups[0]))
 
+    def test_backup_and_restore_keep_collections(self):
+        with self.db.model.get_connection() as conn:
+            conn.execute(
+                "INSERT INTO image_collections (id, name, name_key, created_at) "
+                "VALUES (4, 'LoRa testing', 'lora testing', '2026-10-27T00:00:00Z')"
+            )
+            conn.execute(
+                "INSERT INTO image_collection_items VALUES "
+                "(4, 'root', 'grid.png', '2026-10-27T00:00:00Z')"
+            )
+        with tempfile.TemporaryDirectory() as directory:
+            # The rows still sit in the WAL; a backup must carry them.
+            backup = os.path.join(directory, "backup.db")
+            self.assertTrue(self.db.model.backup_database(backup))
+            self.assertEqual(
+                PromptModel.verify_database_file(backup, require_library_state=True),
+                (True, "ok"),
+            )
+            with self.db.model.get_connection() as conn:
+                conn.execute("DELETE FROM image_collections")
+
+            self.db.model.restore_from_file(backup)
+
+            conn = self.db.model.get_connection()
+            self.assertEqual(
+                [
+                    tuple(r)
+                    for r in conn.execute("SELECT id, name FROM image_collections")
+                ],
+                [(4, "LoRa testing")],
+            )
+            self.assertEqual(
+                [
+                    tuple(r)
+                    for r in conn.execute(
+                        "SELECT collection_id, root_key, relative_path "
+                        "FROM image_collection_items"
+                    )
+                ],
+                [(4, "root", "grid.png")],
+            )
+            PromptModel.close_all_instances()
+            assert_closed(self, directory)
+
     def test_restore_without_a_live_database_returns_empty_backup_path(self):
         src = self._make_source_db(["fresh"])
         self.db.close_all()

tests/test_duplicate_image_categories.py

@@ -149,3 +149,36 @@ class TestDuplicateCleanupKeepsCategories(DuplicateFilesTestCase):
             kept = image_category_key([link], link / "a.png")
         self.assertFalse((self.output_dir / "b.png").exists())
         self.assertEqual(self.api.db.image_category(*kept), "Portraits")
+
+    async def test_a_copy_with_a_collection_and_a_category_moves_both(self):
+        # #331 + #332: one removed copy carries both records; one cleanup
+        # moves its membership and copies its category onto the kept copy.
+        self.trio()
+        db = self.api.db
+        root_key = duplicate_files.favorite_root_key(self.output_dir)
+        b = self.output_dir / "b.png"
+        grids = db.add_to_collection(name="LoRA grids", items=[(root_key, "b.png")])
+        grids = grids["collection"]["id"]
+        self.set_category(b, "Portraits")
+        seen = {}
+        real_log = duplicate_files.DuplicateFilesMixin._log_moved_records
+
+        def log_moved_records(job, totals):
+            seen.update(totals)
+            real_log(job, totals)
+
+        with patch.object(
+            duplicate_files.DuplicateFilesMixin,
+            "_log_moved_records",
+            staticmethod(log_moved_records),
+        ):
+            cleanup = await self.run_cleanup()
+        self.assertFalse(b.exists())
+        self.assertEqual(db.collection_members(grids, root_key), {"a.png"})
+        self.assertEqual(db.file_collections(root_key, "b.png"), [])
+        self.assertEqual(self.category(self.output_dir / "a.png"), "Portraits")
+        self.assertEqual(seen["collections"], 1)
+        self.assertEqual(seen["categories"], 1)
+        log = "\n".join(cleanup.log)
+        self.assertIn("Moved 1 collection membership to the kept copies", log)
+        self.assertIn("Kept 1 image category on the kept copies", log)

tests/test_image_collections.py

@@ -0,0 +1,268 @@
+"""Collections (#331): the database operations."""
+
+import sqlite3
+import tempfile
+import unittest
+from pathlib import Path
+from unittest.mock import patch
+
+try:
+    from tests.open_handles import assert_closed
+except ImportError:  # discovered with tests/ as the top-level directory
+    from open_handles import assert_closed
+
+from database.models import PromptModel
+from database.operations import PromptDatabase
+
+try:  # guarded so a missing module fails assertions, not test loading
+    from database.image_collections import (
+        CollectionFilesMissing,
+        CollectionInvalid,
+        CollectionMissing,
+        CollectionNameTaken,
+        READ_SQL,
+    )
+except ImportError:
+    CollectionFilesMissing = CollectionMissing = CollectionNameTaken = None
+    CollectionInvalid = ValueError
+    READ_SQL = None
+
+ROOT = "/real/output"
+OTHER = "/real/other"
+
+
+class ImageCollectionOperationsTests(unittest.TestCase):
+    def setUp(self):
+        self.temp = tempfile.TemporaryDirectory()
+        self.addCleanup(self.temp.cleanup)
+        self.addCleanup(assert_closed, self, self.temp.name)
+        self.addCleanup(PromptModel.reset_schema_cache)
+        self.db = PromptDatabase(str(Path(self.temp.name) / "prompts.db"))
+        self.addCleanup(self.db.close_all)
+
+    def require(self):
+        self.assertTrue(
+            hasattr(self.db, "add_to_collection"),
+            "ImageCollectionOperations is not implemented",
+        )
+
+    def add(self, items, **target):
+        return self.db.add_to_collection(items=items, **target)
+
+    def test_add_creates_a_collection_by_name(self):
+        self.require()
+        result = self.add(
+            [(ROOT, "a.png"), (ROOT, "b.png"), (OTHER, "a.png")], name="LoRa testing"
+        )
+        collection = result["collection"]
+        self.assertEqual(collection["name"], "LoRa testing")
+        self.assertEqual(
+            result,
+            {"collection": collection, "created": True, "added": 3, "already": 0},
+        )
+        self.assertEqual(self.db.list_collections(), [collection])
+        self.assertTrue(self.db.collection_exists(collection["id"]))
+        self.assertEqual(self.db.get_collection(collection["id"]), collection)
+        self.assertEqual(
+            self.db.collection_members(collection["id"], ROOT), {"a.png", "b.png"}
+        )
+        self.assertEqual(
+            self.db.root_collection_members(OTHER), {collection["id"]: {"a.png"}}
+        )
+        self.assertEqual(self.db.collection_counts(), {collection["id"]: 3})
+        self.assertEqual(self.db.file_collections(ROOT, "a.png"), [collection["id"]])
+        self.assertEqual(self.db.file_collections(ROOT, "zzz.png"), [])
+
+    def test_add_by_name_ignores_case_and_unicode_form(self):
+        self.require()
+        first = self.add([(ROOT, "a.png")], name="Café grids")["collection"]
+        # NFD spelling (macOS) in another case joins the same collection.
+        second = self.add([(ROOT, "b.png")], name="CAFÉ  GRIDS")
+        self.assertEqual(second["collection"], first)
+        self.assertFalse(second["created"])
+        self.assertEqual(len(self.db.list_collections()), 1)
+        self.assertEqual(
+            self.db.collection_members(first["id"], ROOT), {"a.png", "b.png"}
+        )
+
+    def test_add_counts_already_present(self):
+        self.require()
+        made = self.add([(ROOT, "a.png"), (ROOT, "b.png")], name="Set")
+        result = self.add(
+            [(ROOT, "b.png"), (ROOT, "c.png"), (ROOT, "c.png")],
+            collection_id=made["collection"]["id"],
+        )
+        self.assertEqual(
+            (result["created"], result["added"], result["already"]), (False, 1, 1)
+        )
+        self.assertEqual(self.db.collection_counts(), {made["collection"]["id"]: 3})
+
+    def test_add_with_a_new_name_and_nothing_inserted_creates_nothing(self):
+        self.require()
+        with self.assertRaises(CollectionFilesMissing):
+            self.add([], name="Empty")
+        self.assertEqual(self.db.list_collections(), [])
+        # An existing name with nothing to add is not an error.
+        made = self.add([(ROOT, "a.png")], name="Kept")["collection"]
+        self.assertEqual(
+            self.add([], name="kept"),
+            {"collection": made, "created": False, "added": 0, "already": 0},
+        )
+
+    def test_add_to_a_deleted_collection_raises_missing(self):
+        self.require()
+        made = self.add([(ROOT, "a.png")], name="Gone")["collection"]
+        self.db.delete_collection(made["id"])
+        with self.assertRaises(CollectionMissing):
+            self.add([(ROOT, "b.png")], collection_id=made["id"])
+        with self.assertRaises(CollectionMissing):
+            self.db.remove_from_collection(made["id"], [(ROOT, "a.png")])
+        with self.assertRaises(CollectionMissing):
+            self.db.rename_collection(made["id"], "Back")
+        self.assertFalse(self.db.collection_exists(made["id"]))
+        self.assertIsNone(self.db.get_collection(made["id"]))
+
+    def test_remove_returns_the_count(self):
+        self.require()
+        made = self.add([(ROOT, "a.png"), (ROOT, "b.png")], name="Set")["collection"]
+        result = self.db.remove_from_collection(
+            made["id"], [(ROOT, "a.png"), (ROOT, "a.png"), (ROOT, "never.png")]
+        )
+        self.assertEqual(result, {"collection": made, "removed": 1})
+        self.assertEqual(self.db.collection_members(made["id"], ROOT), {"b.png"})
+        # Removing the last member keeps the (now empty) collection.
+        self.db.remove_from_collection(made["id"], [(ROOT, "b.png")])
+        self.assertEqual(self.db.list_collections(), [made])
+        self.assertEqual(self.db.collection_counts(), {made["id"]: 0})
+
+    def test_rename_refuses_a_taken_name(self):
+        self.require()
+        first = self.add([(ROOT, "a.png")], name="First")["collection"]
+        second = self.add([(ROOT, "a.png")], name="Second")["collection"]
+        with self.assertRaises(CollectionNameTaken) as caught:
+            self.db.rename_collection(second["id"], " first ")
+        self.assertEqual(caught.exception.collection_id, first["id"])
+        self.assertEqual(self.db.get_collection(second["id"]), second)
+
+    def test_rename_accepts_a_case_variant_of_its_own_name(self):
+        self.require()
+        made = self.add([(ROOT, "a.png")], name="lora grids")["collection"]
+        renamed = self.db.rename_collection(made["id"], "LoRA   grids ")
+        self.assertEqual(renamed, {"id": made["id"], "name": "LoRA grids"})
+        self.assertEqual(self.db.list_collections(), [renamed])
+        other = self.db.rename_collection(made["id"], "Portraits")
+        self.assertEqual(other["name"], "Portraits")
+
+    def test_delete_unknown_raises_missing(self):
+        self.require()
+        made = self.add([(ROOT, "a.png")], name="Doomed")["collection"]
+        self.assertTrue(self.db.delete_collection(made["id"]))
+        self.assertEqual(self.db.root_collection_members(ROOT), {})
+        with self.assertRaises(CollectionMissing):
+            self.db.delete_collection(made["id"])
+        with self.assertRaises(CollectionMissing):
+            self.db.delete_collection(999)
+
+    def test_list_is_in_name_key_order(self):
+        self.require()
+        for name in ("beta", "Alpha", "été", "Zeta", "alpha two"):
+            self.add([(ROOT, "a.png")], name=name)
+        self.assertEqual(
+            [row["name"] for row in self.db.list_collections()],
+            ["Alpha", "alpha two", "beta", "Zeta", "été"],
+        )
+
+    def test_names_are_trimmed_and_collapsed(self):
+        self.require()
+        made = self.add([(ROOT, "a.png")], name="  LoRa \t testing\n ")["collection"]
+        self.assertEqual(made["name"], "LoRa testing")
+        for bad in ("", "   ", "x" * 101, "bell\x07", "c1\x81", "del\x7f", 5, None):
+            with self.subTest(name=bad):
+                with self.assertRaises(CollectionInvalid):
+                    self.add([(ROOT, "a.png")], name=bad)
+        self.assertEqual(len(self.db.list_collections()), 1)
+
+    def test_targets_and_items_are_validated(self):
+        self.require()
+        made = self.add([(ROOT, "a.png")], name="Set")["collection"]
+        for target in (
+            {},
+            {"name": "x", "collection_id": made["id"]},
+            {"collection_id": True},
+            {"collection_id": 0},
+            {"collection_id": "1"},
+        ):
+            with self.subTest(target=target):
+                with self.assertRaises(CollectionInvalid):
+                    self.add([(ROOT, "a.png")], **target)
+        for items in ([("root",)], [(ROOT, 5)], "a.png", [(ROOT, "x" * 4097)]):
+            with self.subTest(items=items):
+                with self.assertRaises(CollectionInvalid):
+                    self.add(items, collection_id=made["id"])
+
+    def test_a_failure_after_the_membership_move_rolls_it_back(self):
+        self.require()
+        made = self.add([(ROOT, "b.png")], name="Grids")["collection"]
+        move = {
+            "removed": [],
+            "kept": [],
+            "targets": {},
+            "kept_path": "/real/output/a.png",
+            "favorites": [(ROOT, "b.png", ROOT, "a.png")],
+            "removed_locator": "/real/output/b.png",
+            "kept_locator": "/real/output/a.png",
+            "sha256": "0" * 64,
+            "kept_size": 1,
+            "kept_mtime_ns": 1,
+        }
+        with patch.object(
+            type(self.db), "_move_copy_tags", side_effect=RuntimeError("boom")
+        ):
+            with self.assertRaises(RuntimeError):
+                self.db.move_copy_records(move)
+        self.assertEqual(self.db.file_collections(ROOT, "b.png"), [made["id"]])
+        self.assertEqual(self.db.file_collections(ROOT, "a.png"), [])
+        # Without the failure the same move succeeds.
+        self.assertEqual(self.db.move_copy_records(move)["collections"], 1)
+        self.assertEqual(self.db.file_collections(ROOT, "a.png"), [made["id"]])
+
+    def test_count_snapshot_reads_in_one_transaction(self):
+        self.require()
+        made = self.add([(ROOT, "a.png"), (OTHER, "b.png")], name="Set")["collection"]
+        statements = []
+        conn = self.db.model.get_connection()
+        conn.set_trace_callback(statements.append)
+        try:
+            members, stored = self.db.collection_count_snapshot([ROOT, OTHER, ROOT])
+        finally:
+            conn.set_trace_callback(None)
+        self.assertEqual(
+            members, {ROOT: {made["id"]: {"a.png"}}, OTHER: {made["id"]: {"b.png"}}}
+        )
+        self.assertEqual(stored, {made["id"]: 2})
+        self.assertEqual(statements[0], "BEGIN")
+        self.assertEqual(statements[-1], "ROLLBACK")
+        self.assertFalse(conn.in_transaction)
+
+    def test_reads_use_an_index(self):
+        self.require()
+        self.add([(ROOT, "a.png")], name="Set")
+        conn = sqlite3.connect(self.db.model.db_path)
+        try:
+            for sql in READ_SQL:
+                plan = " ".join(
+                    row[3]
+                    for row in conn.execute(
+                        "EXPLAIN QUERY PLAN " + sql, [None] * sql.count("?")
+                    )
+                )
+                with self.subTest(sql=sql):
+                    self.assertNotIn("SCAN image_collection_items", plan)
+                    if "?" in sql:  # a lookup, not the whole list
+                        self.assertNotIn("SCAN image_collections", plan)
+        finally:
+            conn.close()
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_image_collections_schema.py

@@ -0,0 +1,521 @@
+"""Collections schema (#331): install, validation and restore safety."""
+
+import re
+import sqlite3
+import tempfile
+import unittest
+import unicodedata
+from contextlib import closing
+from pathlib import Path
+from unittest.mock import patch
+
+try:
+    from tests.open_handles import assert_closed
+    from tests.test_annotation_schema import LEGACY_TABLES, table_rows
+except ImportError:  # discovered with tests/ as the top-level directory
+    from open_handles import assert_closed
+    from test_annotation_schema import LEGACY_TABLES, table_rows
+
+from database.models import PromptModel
+
+try:  # guarded so a missing module fails assertions, not test loading
+    from database import image_collections
+    from database.image_collections import (
+        image_collections_schema_error,
+        migrate_image_collections,
+    )
+except ImportError:
+    image_collections = None
+    image_collections_schema_error = None
+    migrate_image_collections = None
+
+COLLECTIONS = "image_collections"
+ITEMS = "image_collection_items"
+INDEX = "idx_image_collection_items_file"
+TABLES = (COLLECTIONS, ITEMS)
+DDL = {
+    COLLECTIONS: (
+        f"CREATE TABLE {COLLECTIONS} (id INTEGER PRIMARY KEY AUTOINCREMENT, "
+        "name TEXT NOT NULL, name_key TEXT NOT NULL UNIQUE, "
+        "created_at TEXT NOT NULL)"
+    ),
+    ITEMS: (
+        f"CREATE TABLE {ITEMS} (collection_id INTEGER NOT NULL REFERENCES "
+        f"{COLLECTIONS}(id) ON DELETE CASCADE, root_key TEXT NOT NULL, "
+        "relative_path TEXT NOT NULL, added_at TEXT NOT NULL, "
+        "PRIMARY KEY (collection_id, root_key, relative_path))"
+    ),
+}
+INDEX_DDL = f"CREATE INDEX {INDEX} ON {ITEMS}(root_key, relative_path)"
+NOW = "2026-10-27T00:00:00.000000+00:00"
+IMAGES = 23_000
+
+
+def _compact(sql):
+    return re.sub(r"\s+", "", sql or "").lower()
+
+
+def expected_catalog():
+    return {
+        ("table", COLLECTIONS, _compact(DDL[COLLECTIONS])),
+        ("table", ITEMS, _compact(DDL[ITEMS])),
+        ("index", INDEX, _compact(INDEX_DDL)),
+        ("index", f"sqlite_autoindex_{COLLECTIONS}_1", ""),
+        ("index", f"sqlite_autoindex_{ITEMS}_1", ""),
+    }
+
+
+def catalog(conn):
+    return {
+        (kind, name, _compact(sql))
+        for kind, name, sql in conn.execute(
+            "SELECT type,name,sql FROM sqlite_master "
+            "WHERE name IN (?,?,?) OR tbl_name IN (?,?)",
+            (*TABLES, INDEX, *TABLES),
+        )
+    }
+
+
+def key(name):
+    return unicodedata.normalize("NFC", unicodedata.normalize("NFC", name).casefold())
+
+
+def schema(conn, exclude=()):
+    return sorted(
+        tuple(row)
+        for row in conn.execute(
+            "SELECT type,name,tbl_name,sql FROM sqlite_master ORDER BY name"
+        )
+        if row[1] not in exclude and row[2] not in exclude
+    )
+
+
+def row_counts(conn):
+    tables = [
+        name
+        for (name,) in conn.execute(
+            "SELECT name FROM sqlite_master WHERE type='table' ORDER BY name"
+        )
+    ]
+    return {
+        table: conn.execute(f"SELECT COUNT(*) FROM {table}").fetchone()[0]  # nosec
+        for table in tables
+    }
+
+
+class ImageCollectionsSchemaTests(unittest.TestCase):
+    def setUp(self):
+        self.temp = tempfile.TemporaryDirectory()
+        self.addCleanup(self.temp.cleanup)
+        self.addCleanup(assert_closed, self, self.temp.name)
+        self.addCleanup(PromptModel.reset_schema_cache)
+        self.models = []
+        self.addCleanup(self.close_models)
+        self.path = str(Path(self.temp.name) / "live.db")
+
+    def close_models(self):
+        for model in self.models:
+            model.close_all()
+
+    def model(self, path=None):
+        model = PromptModel(path or self.path)
+        self.models.append(model)
+        return model
+
+    def require_module(self):
+        self.assertIsNotNone(
+            image_collections_schema_error,
+            "database.image_collections is not implemented",
+        )
+
+    def closed_current(self, name="current.db", *statements):
+        """A closed current database, altered afterwards by *statements*."""
+        path = str(Path(self.temp.name) / name)
+        model = self.model(path)
+        model.close_all()
+        PromptModel.reset_schema_cache()
+        with closing(sqlite3.connect(path)) as raw, raw:
+            raw.execute("PRAGMA foreign_keys=OFF")
+            for statement in statements:
+                if isinstance(statement, tuple):
+                    raw.execute(*statement)
+                else:
+                    raw.execute(statement)
+        return path
+
+    @staticmethod
+    def drop_group(path):
+        with closing(sqlite3.connect(path)) as raw, raw:
+            raw.execute(f"DROP TABLE {ITEMS}")
+            raw.execute(f"DROP TABLE {COLLECTIONS}")
+
+    def test_migration_creates_tables_and_index(self):
+        self.require_module()
+        model = self.model()
+        with model.get_connection() as conn:
+            self.assertEqual(catalog(conn), expected_catalog())
+            self.assertIsNone(image_collections_schema_error(conn, allow_missing=False))
+            self.assertEqual(
+                conn.execute(f"SELECT COUNT(*) FROM {COLLECTIONS}").fetchone()[0], 0
+            )
+            self.assertEqual(
+                conn.execute(f"SELECT COUNT(*) FROM {ITEMS}").fetchone()[0], 0
+            )
+        self.assertEqual(
+            PromptModel.verify_database_file(self.path, require_library_state=True),
+            (True, "ok"),
+        )
+
+    def test_migration_is_idempotent(self):
+        self.require_module()
+        model = self.model()
+        with model.get_connection() as conn:
+            conn.execute(
+                f"INSERT INTO {COLLECTIONS} (name, name_key, created_at) "
+                "VALUES ('Kept', 'kept', ?)",
+                (NOW,),
+            )
+            conn.execute(f"INSERT INTO {ITEMS} VALUES (1, 'root', 'a.png', ?)", (NOW,))
+            before = schema(conn)
+        model.close_all()
+        for _ in range(2):
+            PromptModel.reset_schema_cache()
+            model = self.model()
+            with model.get_connection() as conn:
+                migrate_image_collections(conn)
+                self.assertEqual(schema(conn), before)
+                self.assertEqual(
+                    [tuple(r) for r in conn.execute(f"SELECT * FROM {ITEMS}")],
+                    [(1, "root", "a.png", NOW)],
+                )
+            model.close_all()
+
+    def test_migration_reads_only_its_own_tables(self):
+        self.require_module()
+        model = self.model()
+        with model.get_connection() as conn:
+            conn.execute("INSERT INTO prompts(id,text,hash) VALUES(1,'positive','p')")
+            conn.executemany(
+                "INSERT INTO generated_images(prompt_id,image_path,filename,"
+                "file_path) VALUES(1,?,?,?)",
+                ((f"/out/{n}.png", f"{n}.png", f"/out/{n}.png") for n in range(IMAGES)),
+            )
+            conn.execute("INSERT INTO image_favorites VALUES('root','a.png',?)", (NOW,))
+        model.close_all()
+        self.drop_group(self.path)
+        with closing(sqlite3.connect(self.path)) as raw:
+            raw.execute("PRAGMA foreign_keys=ON")
+            counts_before = row_counts(raw)
+            schema_before = schema(raw)
+            legacy_before = table_rows(raw, LEGACY_TABLES)
+            self.assertEqual(counts_before["generated_images"], IMAGES)
+            touched = []
+
+            def record(action, arg1, arg2, _db, _trigger):
+                touched.append((action, arg1, arg2))
+                return sqlite3.SQLITE_OK
+
+            raw.set_authorizer(record)
+            try:
+                migrate_image_collections(raw)
+            finally:
+                raw.set_authorizer(None)
+            raw.commit()
+            reads = {
+                arg1 for action, arg1, _arg2 in touched if action == sqlite3.SQLITE_READ
+            }
+            self.assertTrue(reads)
+            self.assertLessEqual(reads, {"sqlite_master", COLLECTIONS, ITEMS})
+            writes = {
+                arg1
+                for action, arg1, _arg2 in touched
+                if action
+                in (sqlite3.SQLITE_INSERT, sqlite3.SQLITE_UPDATE, sqlite3.SQLITE_DELETE)
+            }
+            self.assertLessEqual(writes, {"sqlite_master"})
+            self.assertEqual(catalog(raw), expected_catalog())
+            counts_after = row_counts(raw)
+            self.assertEqual(counts_after.pop(COLLECTIONS), 0)
+            self.assertEqual(counts_after.pop(ITEMS), 0)
+            self.assertEqual(counts_after, counts_before)
+            self.assertEqual(schema(raw, exclude=TABLES), schema_before)
+            self.assertEqual(table_rows(raw, LEGACY_TABLES), legacy_before)
+            # A second run is a no-op.
+            after_first = schema(raw)
+            changes = raw.total_changes
+            migrate_image_collections(raw)
+            raw.commit()
+            self.assertEqual(schema(raw), after_first)
+            self.assertEqual(raw.total_changes, changes)
+
+    def test_migration_refuses_a_foreign_object_of_the_same_name(self):
+        self.require_module()
+        for statements in (
+            (f"CREATE TABLE {COLLECTIONS} (x)",),
+            (f"CREATE VIEW {COLLECTIONS} AS SELECT 1",),
+            (f"CREATE INDEX {INDEX} ON prompts(text)",),
+        ):
+            with self.subTest(statements=statements):
+                path = str(Path(self.temp.name) / f"foreign{len(self.models)}.db")
+                self.model(path).close_all()
+                PromptModel.reset_schema_cache()
+                self.drop_group(path)
+                with closing(sqlite3.connect(path)) as raw, raw:
+                    for statement in statements:
+                        raw.execute(statement)
+                with closing(sqlite3.connect(path)) as raw:
+                    before = schema(raw)
+                    self.assertIsNotNone(image_collections_schema_error(raw))
+                with self.assertRaises(sqlite3.DatabaseError):
+                    self.model(path).get_connection()
+                PromptModel.close_all_instances()
+                PromptModel.reset_schema_cache()
+                with closing(sqlite3.connect(path)) as raw:
+                    self.assertEqual(schema(raw), before)
+                    self.assertIsNone(
+                        raw.execute(
+                            "SELECT 1 FROM sqlite_master WHERE name=?", (ITEMS,)
+                        ).fetchone()
+                    )
+                self.assertFalse(PromptModel.verify_database_file(path)[0])
+
+    def test_migration_rolls_back_on_error(self):
+        self.require_module()
+        self.model().close_all()
+        PromptModel.reset_schema_cache()
+        self.drop_group(self.path)
+        with closing(sqlite3.connect(self.path)) as raw:
+            with patch.object(
+                image_collections,
+                "image_collections_schema_error",
+                side_effect=[None, "Image collections went wrong"],
+            ):
+                with self.assertRaisesRegex(sqlite3.DatabaseError, "went wrong"):
+                    migrate_image_collections(raw)
+            raw.commit()
+            self.assertEqual(catalog(raw), set())
+
+    def test_startup_accepts_a_value_saved_under_older_rules(self):
+        self.require_module()
+        path = self.closed_current(
+            "older.db",
+            (
+                f"INSERT INTO {COLLECTIONS} (name, name_key, created_at) "
+                "VALUES (?, 'not the key', ?)",
+                (" " + "x" * 150 + " ", NOW),
+            ),
+        )
+        model = self.model(path)
+        with model.get_connection() as conn:
+            self.assertIsNone(image_collections_schema_error(conn, check_values=False))
+            self.assertIsNotNone(image_collections_schema_error(conn))
+            self.assertEqual(
+                conn.execute(f"SELECT COUNT(*) FROM {COLLECTIONS}").fetchone()[0], 1
+            )
+        model.close_all()
+        self.assertFalse(
+            PromptModel.verify_database_file(path, require_library_state=True)[0]
+        )
+
+    def test_restore_accepts_an_old_backup_without_collections(self):
+        self.require_module()
+        path = self.closed_current("old.db")
+        self.drop_group(path)
+        with closing(sqlite3.connect(path)) as raw:
+            self.assertIsNone(image_collections_schema_error(raw))
+            self.assertEqual(
+                image_collections_schema_error(raw, allow_missing=False),
+                "Missing image collections schema",
+            )
+        self.assertEqual(PromptModel.verify_database_file(path), (True, "ok"))
+        model = self.model(path)
+        with model.get_connection() as conn:
+            self.assertEqual(catalog(conn), expected_catalog())
+        model.close_all()
+        self.assertEqual(
+            PromptModel.verify_database_file(path, require_library_state=True),
+            (True, "ok"),
+        )
+
+    def test_restore_requires_collections_on_a_current_stage(self):
+        self.require_module()
+        path = self.closed_current("stage.db")
+        self.drop_group(path)
+        self.assertEqual(
+            PromptModel.verify_database_file(path, require_library_state=True),
+            (False, "Missing image collections schema"),
+        )
+        # One table without the other is never acceptable.
+        partial = self.closed_current("partial.db", f"DROP TABLE {ITEMS}")
+        self.assertFalse(PromptModel.verify_database_file(partial)[0])
+
+    def assert_refused(self, name, *statements):
+        self.require_module()
+        path = self.closed_current(
+            f"{name}.db",
+            (
+                f"INSERT INTO {COLLECTIONS} (id, name, name_key, created_at) "
+                "VALUES (1, 'Good', 'good', ?)",
+                (NOW,),
+            ),
+            (f"INSERT INTO {ITEMS} VALUES (1, 'root', 'a.png', ?)", (NOW,)),
+            *statements,
+        )
+        with closing(sqlite3.connect(path)) as raw:
+            self.assertIsNone(image_collections_schema_error(raw, check_values=False))
+            error = image_collections_schema_error(raw)
+        self.assertIsNotNone(error)
+        self.assertIn("collections", error.lower())
+        ok, reason = PromptModel.verify_database_file(path)
+        self.assertFalse(ok)
+        self.assertEqual(reason, error)
+        self.assertFalse(
+            PromptModel.verify_database_file(path, require_library_state=True)[0]
+        )
+
+    def test_a_valid_current_database_is_accepted(self):
+        self.require_module()
+        path = self.closed_current(
+            "valid.db",
+            (
+                f"INSERT INTO {COLLECTIONS} (id, name, name_key, created_at) "
+                "VALUES (1, ?, ?, ?)",
+                ("LoRa testing", key("LoRa testing"), NOW),
+            ),
+            (f"INSERT INTO {ITEMS} VALUES (1, 'root', ?, ?)", ("é" * 4096, NOW)),
+        )
+        self.assertEqual(
+            PromptModel.verify_database_file(path, require_library_state=True),
+            (True, "ok"),
+        )
+
+    def test_restore_refuses_a_non_text_name(self):
+        # Column affinity turns a number into text; a blob stays a blob.
+        self.assert_refused("blob-name", f"UPDATE {COLLECTIONS} SET name = x'61'")
+
+    def test_restore_refuses_an_empty_name(self):
+        self.assert_refused("empty", f"UPDATE {COLLECTIONS} SET name = '', name_key=''")
+
+    def test_restore_refuses_a_name_over_100_characters(self):
+        name = "é" * 101
+        self.assert_refused(
+            "long",
+            (f"UPDATE {COLLECTIONS} SET name = ?, name_key = ?", (name, key(name))),
+        )
+
+    def test_restore_refuses_a_control_character(self):
+        name = "a\x07b"
+        self.assert_refused(
+            "control",
+            (f"UPDATE {COLLECTIONS} SET name = ?, name_key = ?", (name, key(name))),
+        )
+
+    def test_restore_refuses_a_leading_or_trailing_space(self):
+        for name in (" Good", "Good "):
+            with self.subTest(name=name):
+                self.assert_refused(
+                    f"padded{len(name)}{name[0] == ' '}",
+                    (
+                        f"UPDATE {COLLECTIONS} SET name = ?, name_key = ?",
+                        (name, key(name)),
+                    ),
+                )
+
+    def test_restore_accepts_a_name_key_from_other_case_tables(self):
+        # Python versions fold some characters differently; a key written
+        # by another version must never make a backup unrestorable.
+        self.require_module()
+        path = self.closed_current(
+            "other-key.db",
+            (
+                f"INSERT INTO {COLLECTIONS} (id, name, name_key, created_at) "
+                "VALUES (1, 'Good', 'Good', ?)",
+                (NOW,),
+            ),
+        )
+        self.assertEqual(
+            PromptModel.verify_database_file(path, require_library_state=True),
+            (True, "ok"),
+        )
+
+    def test_restore_refuses_an_empty_or_non_text_name_key(self):
+        self.assert_refused("empty-key", f"UPDATE {COLLECTIONS} SET name_key = ''")
+        self.assert_refused(
+            "blob-name-key", f"UPDATE {COLLECTIONS} SET name_key = x'61'"
+        )
+        self.assert_refused(
+            "long-name-key",
+            (f"UPDATE {COLLECTIONS} SET name_key = ?", ("k" * 1201,)),
+        )
+
+    def test_restore_refuses_a_c1_control_character(self):
+        for name in ("a\x81b", "a\x7fb"):
+            with self.subTest(name=repr(name)):
+                self.assert_refused(
+                    f"c1-{ord(name[1])}",
+                    (
+                        f"UPDATE {COLLECTIONS} SET name = ?, name_key = ?",
+                        (name, key(name)),
+                    ),
+                )
+
+    def test_restore_refuses_a_non_text_key(self):
+        # Column affinity turns a number into text; a blob stays a blob.
+        self.assert_refused("blob-key", f"UPDATE {ITEMS} SET relative_path = x'61'")
+
+    def test_restore_refuses_a_key_over_4096_characters(self):
+        self.assert_refused(
+            "long-key", (f"UPDATE {ITEMS} SET root_key = ?", ("é" * 4097,))
+        )
+
+    def test_restore_refuses_a_timestamp_over_64_bytes(self):
+        self.assert_refused(
+            "stamp", (f"UPDATE {COLLECTIONS} SET created_at = ?", ("t" * 65,))
+        )
+        self.assert_refused(
+            "item-stamp", (f"UPDATE {ITEMS} SET added_at = ?", ("t" * 65,))
+        )
+
+    def test_restore_refuses_an_item_of_a_missing_collection(self):
+        self.assert_refused("orphan", f"INSERT INTO {ITEMS} VALUES (9, 'r', 'b', 'n')")
+
+    def test_restore_refuses_a_non_integer_collection_id(self):
+        self.assert_refused("text-id", f"UPDATE {ITEMS} SET collection_id = 'one'")
+
+    def test_restore_refuses_a_trigger_or_extra_index(self):
+        self.require_module()
+        for name, statement in (
+            (
+                "trigger",
+                f"CREATE TRIGGER t AFTER INSERT ON {ITEMS} BEGIN SELECT 1; END",
+            ),
+            ("extra", f"CREATE INDEX extra ON {COLLECTIONS}(name)"),
+        ):
+            with self.subTest(name=name):
+                path = self.closed_current(f"{name}.db", statement)
+                with closing(sqlite3.connect(path)) as raw:
+                    self.assertIsNotNone(image_collections_schema_error(raw))
+                self.assertFalse(PromptModel.verify_database_file(path)[0])
+
+    def test_deleting_a_collection_deletes_its_members(self):
+        self.require_module()
+        model = self.model()
+        with model.get_connection() as conn:
+            conn.execute(
+                f"INSERT INTO {COLLECTIONS} (id, name, name_key, created_at) "
+                "VALUES (1, 'A', 'a', ?), (2, 'B', 'b', ?)",
+                (NOW, NOW),
+            )
+            conn.executemany(
+                f"INSERT INTO {ITEMS} VALUES (?, 'root', ?, ?)",
+                ((1, "a.png", NOW), (1, "b.png", NOW), (2, "a.png", NOW)),
+            )
+            conn.execute(f"DELETE FROM {COLLECTIONS} WHERE id = 1")
+            self.assertEqual(
+                [tuple(r) for r in conn.execute(f"SELECT collection_id FROM {ITEMS}")],
+                [(2,)],
+            )
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_image_tag_jobs.py

@@ -299,6 +299,19 @@ class TestAutoTag(ImageTagJobTestCase):
         self.tagger.download_model.assert_not_called()
         self.assertIsNone(model_gate.holder())
 
+    async def test_a_missing_backend_package_fails_the_job_before_the_first_file(self):
+        self.png("a.png")
+        self.tagger.missing["wd14-vit"] = ["onnxruntime"]
+
+        with self.assertNoLogs(self.api.logger, level="ERROR"):
+            job = await self.run_job(self.auto_body(["a.png"]))
+
+        self.assertEqual(job.state, "failed")
+        self.assertEqual(job.processed, 0)
+        self.assertTrue(job.status_line.startswith("WD14 ViT needs onnxruntime."))
+        self.assertIn("pip install onnxruntime", job.status_line)
+        self.assertEqual(self.tagger.load_calls, [])
+
     async def test_model_unavailable_fails_the_job_before_the_first_file(self):
         self.png("a.png")
         self.tagger.downloaded["wd14-vit"] = False
@@ -884,6 +897,16 @@ class TestFilterStart(ImageTagJobTestCase):
         self.assertEqual((status, data["code"]), (400, "no-images"))
         self.assertEqual(self.api._jobs.list(), [])
 
+    async def test_filter_with_a_deleted_collection_is_a_404_without_a_job(self):
+        self.png("a.png")
+
+        status, data = await self.start(
+            {"mode": "add", "filter": {"collection": "77"}, "tags": ["x"]}
+        )
+
+        self.assertEqual((status, data["code"]), (404, "collection-not-found"))
+        self.assertEqual(self.api._jobs.list(), [])
+
     async def test_filter_over_the_cap_is_refused_without_a_job(self):
         from py.api import image_tag_jobs
 

tests/test_library_move.py

@@ -209,6 +209,38 @@ class TestMove(_MoveCase):
         )
         self.assertEqual(ll.read_marker(self.target)["state"], ll.MARKER_MOVED)
 
+    def test_the_workspace_key_moves_with_the_library(self):
+        # #430: open pages keep their scopes after the restart that follows.
+        from utils.workspace_keys import KEY_FILE_NAME, load_install_secret
+
+        secret = load_install_secret(self.ext)
+        result = self.move()
+        self.assertIn(KEY_FILE_NAME, result.files)
+        self.assertEqual(load_install_secret(self.target), secret)
+        if os.name == "posix":
+            mode = os.stat(os.path.join(self.target, KEY_FILE_NAME)).st_mode
+            self.assertEqual(mode & 0o777, 0o600)
+
+    def test_a_key_that_cannot_be_copied_never_fails_the_move(self):
+        from utils.workspace_keys import KEY_FILE_NAME, load_install_secret
+
+        load_install_secret(self.ext)
+        real = lm._hash_copy
+
+        def failing(source, destination):
+            if os.path.basename(source) == KEY_FILE_NAME:
+                raise OSError("disk error")
+            return real(source, destination)
+
+        with mock.patch.object(lm, "_hash_copy", failing):
+            with self.assertLogs("prompt_manager.database.library_move", "WARNING"):
+                result = self.move()
+        self.assertNotIn(KEY_FILE_NAME, result.files)
+        self.assertEqual(_rows(self.new_db), self.before["rows"])
+        self.assertFalse(
+            any(n.startswith(lm.TEMP_PREFIX) for n in os.listdir(self.target))
+        )
+
     def test_new_files_are_private(self):
         if os.name != "posix":
             self.skipTest("POSIX permissions")

tests/test_restore_plans.py

@@ -49,6 +49,7 @@ SUMMARY_KEYS = {
     "image_links",
     "runs",
     "saved_views",
+    "collections",
 }
 
 

tests/test_restore_stage.py

@@ -226,6 +226,7 @@ class TestStageAndPublish(StageTestCase):
             for key in ("pairs", "archived_pairs", "image_links", "runs"):
                 self.assertEqual(staged.summary[key], 0, key)
             self.assertEqual(staged.summary["saved_views"], 0)
+            self.assertEqual(staged.summary["collections"], 0)
             self.assertEqual(staged.schema, {"migrated": False, "library_state": True})
             self.assertEqual(
                 staged.digest,
@@ -239,6 +240,48 @@ class TestStageAndPublish(StageTestCase):
             staged.discard()
 
 
+class TestCollectionsSummary(StageTestCase):
+    """#331: collections join the review's summary and the live fingerprint."""
+
+    def add_collection(self, db, name):
+        with db.model.get_connection() as conn:
+            conn.execute(
+                "INSERT INTO image_collections (name, name_key, created_at) "
+                "VALUES (?, ?, '2026-10-27T00:00:00+00:00')",
+                (name, name.casefold()),
+            )
+
+    def test_summary_counts_collections(self):
+        src_path = os.path.join(self.uploads, "with-collections.db")
+        src = PromptDatabase(src_path)
+        try:
+            self.save(src, "kept")
+            self.add_collection(src, "First")
+            self.add_collection(src, "Second")
+        finally:
+            src.close_all()
+        staged = self.db.model.stage_restore(src_path)
+        try:
+            self.assertEqual(staged.summary["collections"], 2)
+        finally:
+            staged.discard()
+        self.assertIn("collections", restore_stage.SUMMARY_KEYS)
+
+    def test_adding_a_collection_changes_the_fingerprint(self):
+        conn = self.db.model.get_connection()
+        summary, before = restore_stage.live_fingerprint(conn)
+        self.assertEqual(summary["collections"], 0)
+        self.add_collection(self.db, "After the review")
+        summary, after = restore_stage.live_fingerprint(conn)
+        self.assertEqual(summary["collections"], 1)
+        self.assertNotEqual(after, before)
+        # A delete and a re-add with the same count still changes it (rowid).
+        with self.db.model.get_connection() as write:
+            write.execute("DELETE FROM image_collections")
+        self.add_collection(self.db, "Replacement")
+        self.assertNotEqual(restore_stage.live_fingerprint(conn)[1], after)
+
+
 class TestOlderBackups(StageTestCase):
     """Rollback-journal and older-schema backups restore exactly as before."""
 

tests/test_saved_views.py

@@ -40,6 +40,7 @@ IMAGES_STATE = {
     "media": "all",
     "tags": ["fluffy"],
     "favorites": False,
+    "collection": "",
 }
 LIBRARY_STATE = {"q": "", "category": "", "sort": "rating", "tags": []}
 IMAGES_DEFAULTS = {
@@ -51,6 +52,7 @@ IMAGES_DEFAULTS = {
     "media": "all",
     "tags": [],
     "favorites": False,
+    "collection": "",
 }
 LIBRARY_DEFAULTS = {"q": "", "category": "", "sort": "newest", "tags": []}
 # A row saved by an older build: no favorites key, a retired key, a sort
@@ -230,6 +232,48 @@ class TestSavedViewsApi(ImageAPITestCase):
         _, listed = await self.send("GET")
         self.assertEqual(len(listed["views"]), 20)
 
+    async def test_write_requires_the_collection_key(self):
+        # #331 D140: a view saved on a collection page keeps the collection id.
+        without = {k: v for k, v in IMAGES_STATE.items() if k != "collection"}
+        good = {"page": "images", "name": "Grid", "state": IMAGES_STATE}
+        cases = [
+            {**good, "state": without},
+            {**good, "state": {**IMAGES_STATE, "collection": "0"}},
+            {**good, "state": {**IMAGES_STATE, "collection": "x"}},
+            {**good, "state": {**IMAGES_STATE, "collection": 12}},
+            {**good, "state": {**IMAGES_STATE, "collection": "012"}},
+            {**good, "state": {**IMAGES_STATE, "collection": "1" * 10}},
+            {**good, "state": {**IMAGES_STATE, "collection": None}},
+            # Favorites and a collection are never both a view's filter.
+            {
+                **good,
+                "state": {**IMAGES_STATE, "favorites": True, "collection": "3"},
+            },
+        ]
+        for body in cases:
+            with self.subTest(body=body):
+                response, data = await self.send("POST", body=body)
+                self.assertEqual(response.status, 400, data)
+                self.assertFalse(data["success"])
+        for collection in ("1", "12", "9" * 9):
+            view = await self.create(state={"collection": collection})
+            self.assertEqual(view["state"]["collection"], collection)
+            self.assertIs(view["state"]["favorites"], False)
+
+    async def test_an_old_row_without_a_collection_reads_empty(self):
+        with self.api.db.model.get_connection() as conn:
+            conn.execute(
+                f"INSERT INTO {TABLE} (page, name, state, position, created_at, "
+                "updated_at) VALUES ('images', 'Old', ?, 0, 'x', 'x')",
+                (json.dumps({"q": "cat", "favorites": True}),),
+            )
+        _, data = await self.send("GET")
+        (view,) = data["views"]
+        self.assertEqual(
+            view["state"], {**IMAGES_DEFAULTS, "q": "cat", "favorites": True}
+        )
+        self.assertEqual(view["state"]["collection"], "")
+
     async def test_rename_and_delete_validate_id_and_body(self):
         view = await self.create()
         for path in ("/0", "/-1", "/abc", "/1.5", f"/{2**63}"):
@@ -618,6 +662,17 @@ class TestSavedViewsSchema(unittest.TestCase):
             ),
             {**IMAGES_DEFAULTS, "folder": "kept"},
         )
+        # A stored row with both filters (never written by this build) opens the
+        # collection, as a listing URL with both does.
+        self.assertEqual(
+            normalize_state("images", {"favorites": True, "collection": "4"}),
+            {**IMAGES_DEFAULTS, "collection": "4"},
+        )
+        for bad in ("0", "x", 12, "012"):
+            with self.subTest(collection=bad):
+                self.assertEqual(
+                    normalize_state("images", {"collection": bad}), IMAGES_DEFAULTS
+                )
         self.assertEqual(normalize_state("history", {}), {})
 
     def test_validation_errors_are_saved_view_invalid(self):

tests/test_workspace_keys.py

@@ -0,0 +1,247 @@
+"""The per-install workspace secret (#430, utils/workspace_keys.py).
+
+A ComfyUI restart must not change the gallery root scopes or the workspace
+cursors while the output roots stay the same, so the secret that keys them is
+persisted beside the database instead of drawn per process.
+"""
+
+import importlib
+import json
+import logging
+import os
+import stat
+import subprocess
+import sys
+import tempfile
+import unittest
+from pathlib import Path
+from unittest.mock import patch
+
+sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+import utils.workspace_keys as workspace_keys  # noqa: E402
+from utils.workspace_keys import (  # noqa: E402
+    KEY_FILE_NAME,
+    WorkspaceKeys,
+    gallery_root_scope,
+    load_install_secret,
+    workspace_keys_for,
+)
+
+REPO = Path(__file__).resolve().parents[1]
+
+
+class TempFolderCase(unittest.TestCase):
+    def setUp(self):
+        folder = tempfile.TemporaryDirectory(ignore_cleanup_errors=True)
+        self.addCleanup(folder.cleanup)
+        self.folder = Path(os.path.realpath(folder.name))
+        self.key_file = self.folder / KEY_FILE_NAME
+
+    def leftovers(self):
+        return sorted(p.name for p in self.folder.iterdir() if p.name != KEY_FILE_NAME)
+
+
+class TestLoadInstallSecret(TempFolderCase):
+    def test_a_missing_file_is_created_with_64_hex_and_owner_only_mode(self):
+        secret = load_install_secret(str(self.folder))
+        self.assertEqual(len(secret), 32)
+        text = self.key_file.read_text(encoding="ascii")
+        self.assertEqual(text, secret.hex() + "\n")
+        self.assertEqual(self.leftovers(), [], "no temp file is left behind")
+        if os.name == "posix":
+            self.assertEqual(stat.S_IMODE(self.key_file.stat().st_mode) & 0o077, 0)
+
+    def test_an_existing_file_is_reused(self):
+        first = load_install_secret(str(self.folder))
+        self.assertEqual(load_install_secret(str(self.folder)), first)
+
+    def test_an_uppercase_or_unterminated_file_is_still_read(self):
+        self.key_file.write_text("AB" * 32, encoding="ascii")
+        self.assertEqual(
+            load_install_secret(str(self.folder)), bytes.fromhex("ab" * 32)
+        )
+
+    def test_a_corrupt_file_is_replaced_with_a_warning(self):
+        for content in (b"", b"short", b"zz" * 32, b"ab" * 33, b"\xff" * 64):
+            with self.subTest(content=content):
+                self.key_file.write_bytes(content)
+                with self.assertLogs("prompt_manager.api", logging.WARNING) as logs:
+                    secret = load_install_secret(str(self.folder))
+                self.assertEqual(len(secret), 32)
+                self.assertEqual(
+                    self.key_file.read_text(encoding="ascii"), secret.hex() + "\n"
+                )
+                self.assertIn("replaced", "\n".join(logs.output))
+                self.assertNotIn(secret.hex(), "\n".join(logs.output))
+                self.assertEqual(self.leftovers(), [])
+
+    def test_a_lost_creation_race_reads_the_winners_file(self):
+        winner = "cd" * 32 + "\n"
+        real_link = os.link
+
+        def racing_link(source, target, *args, **kwargs):
+            Path(target).write_text(winner, encoding="ascii")
+            return real_link(source, target, *args, **kwargs)  # FileExistsError
+
+        with patch.object(workspace_keys.os, "link", racing_link):
+            secret = load_install_secret(str(self.folder))
+        self.assertEqual(secret, bytes.fromhex("cd" * 32))
+        self.assertEqual(self.key_file.read_text(encoding="ascii"), winner)
+        self.assertEqual(self.leftovers(), [])
+
+    def test_a_file_system_without_hard_links_falls_back_to_replace(self):
+        def no_link(*args, **kwargs):
+            raise OSError(1, "Operation not permitted")
+
+        with patch.object(workspace_keys.os, "link", no_link):
+            secret = load_install_secret(str(self.folder))
+        self.assertEqual(self.key_file.read_text(encoding="ascii"), secret.hex() + "\n")
+        self.assertEqual(self.leftovers(), [])
+
+    def test_an_unwritable_folder_returns_none_and_leaves_nothing(self):
+        def refuse(*args, **kwargs):
+            raise PermissionError(13, "Permission denied")
+
+        with patch.object(workspace_keys.os, "open", refuse):
+            with self.assertLogs("prompt_manager.api", logging.WARNING):
+                self.assertIsNone(load_install_secret(str(self.folder)))
+        self.assertFalse(self.key_file.exists())
+        with self.assertLogs("prompt_manager.api", logging.WARNING):
+            self.assertIsNone(load_install_secret(str(self.folder / "missing")))
+
+    def test_an_unreadable_key_path_returns_none(self):
+        self.key_file.mkdir()  # a folder where the file should be
+        with self.assertLogs("prompt_manager.api", logging.WARNING):
+            self.assertIsNone(load_install_secret(str(self.folder)))
+
+    def test_a_refused_replace_of_a_corrupt_key_falls_back(self):
+        # Windows refuses os.replace while another process holds the file open.
+        self.key_file.write_text("broken", encoding="ascii")
+
+        def refuse(*args, **kwargs):
+            raise PermissionError(13, "Access is denied")
+
+        with patch.object(workspace_keys.os, "replace", refuse):
+            with self.assertLogs("prompt_manager.api", logging.WARNING):
+                self.assertIsNone(load_install_secret(str(self.folder)))
+        self.assertEqual(self.key_file.read_text(encoding="ascii"), "broken")
+        self.assertEqual(self.leftovers(), [])
+
+    def test_a_lost_race_against_an_unfinished_file_is_unusable_not_replaced(self):
+        def racing_link(source, target, *args, **kwargs):
+            Path(target).write_text("ab", encoding="ascii")  # still being written
+            raise FileExistsError(target)
+
+        with patch.object(workspace_keys.os, "link", racing_link):
+            with self.assertLogs("prompt_manager.api", logging.WARNING):
+                self.assertIsNone(load_install_secret(str(self.folder)))
+        self.assertEqual(self.key_file.read_text(encoding="ascii"), "ab")
+
+    @unittest.skipUnless(os.name == "posix", "POSIX permission bits")
+    def test_an_existing_key_readable_by_others_is_tightened(self):
+        secret = load_install_secret(str(self.folder))
+        os.chmod(self.key_file, 0o644)
+        self.assertEqual(load_install_secret(str(self.folder)), secret)
+        self.assertEqual(stat.S_IMODE(self.key_file.stat().st_mode), 0o600)
+
+    def test_old_temp_files_are_swept_and_fresh_ones_kept(self):
+        old = self.folder / f".{KEY_FILE_NAME}.dead.tmp"
+        fresh = self.folder / f".{KEY_FILE_NAME}.live.tmp"
+        other = self.folder / "prompts.db"
+        for path in (old, fresh, other):
+            path.write_text("x")
+        os.utime(old, (1, 1))
+        load_install_secret(str(self.folder))
+        self.assertEqual(self.leftovers(), sorted([fresh.name, other.name]))
+
+
+class TestWorkspaceKeys(TempFolderCase):
+    def test_purposes_are_domain_separated_and_stable(self):
+        keys = workspace_keys_for(str(self.folder / "prompts.db"))
+        self.assertTrue(keys.persisted)
+        self.assertNotEqual(keys.root_scope, keys.cursor)
+        again = workspace_keys_for(str(self.folder / "prompts.db"))
+        self.assertEqual(
+            (again.root_scope, again.cursor), (keys.root_scope, keys.cursor)
+        )
+        self.assertNotIn(
+            self.key_file.read_text().strip(),
+            (keys.root_scope.hex(), keys.cursor.hex()),
+        )
+
+    def test_another_database_folder_gets_other_keys(self):
+        other = tempfile.TemporaryDirectory(ignore_cleanup_errors=True)
+        self.addCleanup(other.cleanup)
+        first = workspace_keys_for(str(self.folder / "prompts.db"))
+        second = workspace_keys_for(os.path.join(other.name, "prompts.db"))
+        self.assertNotEqual(first.root_scope, second.root_scope)
+
+    def test_an_unusable_folder_falls_back_to_a_process_key_with_a_warning(self):
+        with patch.object(workspace_keys, "load_install_secret", return_value=None):
+            with self.assertLogs("prompt_manager.api", logging.WARNING) as logs:
+                keys = workspace_keys_for(str(self.folder / "prompts.db"))
+        self.assertFalse(keys.persisted)
+        self.assertEqual(len(keys.root_scope), 32)
+        self.assertIn("restart", "\n".join(logs.output))
+
+    def test_memory_and_blank_paths_never_write_into_the_working_folder(self):
+        for path in (":memory:", "", None):
+            with self.subTest(path=path):
+                with patch.object(workspace_keys, "load_install_secret") as load:
+                    with self.assertLogs("prompt_manager.api", logging.WARNING):
+                        keys = workspace_keys_for(path)
+                load.assert_not_called()
+                self.assertFalse(keys.persisted)
+
+    def test_the_scope_is_the_historic_payload_under_the_root_scope_key(self):
+        import hashlib
+        import hmac
+
+        keys = WorkspaceKeys(b"r" * 32, b"c" * 32, True)
+        payload = json.dumps(
+            ["prompt-manager-gallery-root-v1", 3, "/x/ü"],
+            separators=(",", ":"),
+            ensure_ascii=False,
+        ).encode("utf-8")
+        self.assertEqual(
+            gallery_root_scope(keys, "/x/ü", 3),
+            hmac.new(b"r" * 32, payload, hashlib.sha256).hexdigest(),
+        )
+
+
+class TestRestartKeepsScopes(TempFolderCase):
+    """A new process or a reloaded module derives the same scope (#430)."""
+
+    def test_a_module_reload_keeps_the_scope(self):
+        db = str(self.folder / "prompts.db")
+        before = gallery_root_scope(workspace_keys_for(db), "/out", 0)
+        reloaded = importlib.reload(workspace_keys)
+        self.addCleanup(importlib.reload, workspace_keys)
+        self.assertEqual(
+            reloaded.gallery_root_scope(reloaded.workspace_keys_for(db), "/out", 0),
+            before,
+        )
+
+    def test_a_new_process_derives_the_same_scope(self):
+        db = str(self.folder / "prompts.db")
+        before = gallery_root_scope(workspace_keys_for(db), "/out", 0)
+        code = (
+            "import sys\n"
+            "from utils.workspace_keys import gallery_root_scope, workspace_keys_for\n"
+            "print(gallery_root_scope(workspace_keys_for(sys.argv[1]), '/out', 0))\n"
+        )
+        # -I would drop the repo from sys.path; the child imports only stdlib code.
+        result = subprocess.run(
+            [sys.executable, "-c", code, db],
+            cwd=REPO,
+            capture_output=True,
+            text=True,
+            timeout=60,
+            check=True,
+        )
+        self.assertEqual(result.stdout.strip(), before)
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/vendor/browser-coverage.test.mjs

@@ -27,3 +27,23 @@ test('browser coverage maps nested JS/MJS and excludes unrelated and traversal p
     const root = fileURLToPath(new URL('../../web/js/', import.meta.url));
     assert.deepEqual(report.result.map(entry => fileURLToPath(entry.url)), [join(root, 'gallery.js'), join(root, 'shared/controls/button.mjs'), join(root, 'shared/panel.js')]);
 });
+
+// #432: every raw file repeated each script's full source (about 84% of its bytes) and the coverage merge ran out of
+// memory. c8 reads the source from the mapped file on disk, so the entries keep only the URL, id and functions.
+test('browser coverage writes no script source, only what c8 maps', async t => {
+    const directory = mkdtempSync(join(tmpdir(), 'pm-browser-coverage-'));
+    const previous = process.env.PM_JS_COVERAGE;
+    process.env.PM_JS_COVERAGE = directory;
+    t.after(() => {
+        if (previous === undefined) delete process.env.PM_JS_COVERAGE;
+        else process.env.PM_JS_COVERAGE = previous;
+        rmSync(directory, { recursive: true, force: true });
+    });
+    const functions = [{ functionName: 'f', isBlockCoverage: true, ranges: [{ startOffset: 0, endOffset: 9, count: 1 }] }];
+    await saveCoverage({ coverage: { stopJSCoverage: async () => [{ url: 'http://127.0.0.1:8765/prompt_manager/js/gallery.js',
+        scriptId: '7', source: 'x'.repeat(100_000), functions }] } }, 'chromium');
+    const report = JSON.parse(readFileSync(join(directory, readdirSync(directory)[0]), 'utf8'));
+    assert.equal(report.result.length, 1);
+    assert.deepEqual(Object.keys(report.result[0]).sort(), ['functions', 'scriptId', 'url']);
+    assert.deepEqual(report.result[0].functions, functions);
+});

tools/vendor/browser-coverage.mjs

@@ -12,7 +12,10 @@ export async function startCoverage(page, browserName) {
 export async function saveCoverage(page, browserName) {
     if (!process.env.PM_JS_COVERAGE || browserName !== 'chromium') return;
     const entries = await page.coverage.stopJSCoverage();
-    const result = mapBrowserCoverage(entries, { urlPrefix: '/prompt_manager/js/', sourceRoot: join(repositoryRoot, 'web/js') });
+    // The source is left out (#432): c8 reads it from the mapped file on disk, and repeating every script's text in every
+    // raw file made the coverage merge run out of memory.
+    const result = mapBrowserCoverage(entries, { urlPrefix: '/prompt_manager/js/', sourceRoot: join(repositoryRoot, 'web/js') })
+        .map(({ source: _source, ...entry }) => entry);
     mkdirSync(process.env.PM_JS_COVERAGE, { recursive: true });
     writeFileSync(join(process.env.PM_JS_COVERAGE, `browser-${randomUUID()}.json`), JSON.stringify({ result }));
 }

tools/vendor/frontend-coverage-baseline.json

@@ -1,9 +1,9 @@
 {
   "admin.js": {
-    "lines": 37,
-    "branches": 61,
-    "functions": 32,
-    "statements": 37
+    "lines": 47,
+    "branches": 64,
+    "functions": 50,
+    "statements": 47
   },
   "api-client.js": {
     "lines": 98,
@@ -38,7 +38,7 @@
   "focused-node.js": {
     "lines": 97,
     "branches": 87,
-    "functions": 90,
+    "functions": 91,
     "statements": 97
   },
   "gallery-settings.js": {
@@ -48,10 +48,10 @@
     "statements": 98
   },
   "gallery.js": {
-    "lines": 49,
-    "branches": 68,
-    "functions": 50,
-    "statements": 49
+    "lines": 54,
+    "branches": 72,
+    "functions": 57,
+    "statements": 54
   },
   "html-escape.js": {
     "lines": 98,
@@ -61,7 +61,7 @@
   },
   "image-helpers.js": {
     "lines": 96,
-    "branches": 91,
+    "branches": 92,
     "functions": 98,
     "statements": 96
   },
@@ -203,6 +203,12 @@
     "functions": 98,
     "statements": 96
   },
+  "workspace/collections.mjs": {
+    "lines": 98,
+    "branches": 95,
+    "functions": 95,
+    "statements": 98
+  },
   "workspace/file-inspector.mjs": {
     "lines": 96,
     "branches": 93,
@@ -260,7 +266,7 @@
   "workspace/image-tagging.mjs": {
     "lines": 97,
     "branches": 92,
-    "functions": 88,
+    "functions": 89,
     "statements": 97
   },
   "workspace/images-category.mjs": {
@@ -269,6 +275,12 @@
     "functions": 98,
     "statements": 98
   },
+  "workspace/images-collections.mjs": {
+    "lines": 98,
+    "branches": 89,
+    "functions": 98,
+    "statements": 98
+  },
   "workspace/images-export.mjs": {
     "lines": 98,
     "branches": 98,
@@ -293,6 +305,12 @@
     "functions": 98,
     "statements": 98
   },
+  "workspace/images-source-recovery.mjs": {
+    "lines": 98,
+    "branches": 98,
+    "functions": 98,
+    "statements": 98
+  },
   "workspace/images-state.mjs": {
     "lines": 98,
     "branches": 98,
@@ -341,6 +359,12 @@
     "functions": 98,
     "statements": 98
   },
+  "workspace/inspector-collections.mjs": {
+    "lines": 98,
+    "branches": 92,
+    "functions": 98,
+    "statements": 98
+  },
   "workspace/library-editor-state.mjs": {
     "lines": 96,
     "branches": 92,
@@ -409,7 +433,7 @@
   },
   "workspace/local-resolver.mjs": {
     "lines": 96,
-    "branches": 86,
+    "branches": 87,
     "functions": 98,
     "statements": 96
   },
@@ -529,7 +553,7 @@
   },
   "workspace/system-diagnostics.mjs": {
     "lines": 95,
-    "branches": 86,
+    "branches": 87,
     "functions": 94,
     "statements": 95
   },
@@ -625,7 +649,7 @@
   },
   "workspace/vocabulary-dialog.mjs": {
     "lines": 98,
-    "branches": 88,
+    "branches": 89,
     "functions": 95,
     "statements": 98
   },
@@ -638,7 +662,7 @@
   "workspace/vocabulary.mjs": {
     "lines": 98,
     "branches": 91,
-    "functions": 93,
+    "functions": 98,
     "statements": 98
   },
   "workspace/workspace-dialogs.mjs": {

utils/workspace_keys.py

@@ -0,0 +1,213 @@
+"""The per-install secret behind the workspace's gallery scopes and cursors (#430).
+
+A page addresses a listed file as ``{root_index, root_scope, path}``. The root
+scope is an HMAC over the root's index and canonical path, so the server can
+refuse an action aimed at a root that was renumbered or replaced since the page
+listed it (``py/api/images.py`` ``_gallery_scope_error``). The listing's keyset
+cursors are MACed with a second key, so a forged position never reaches the
+sort code.
+
+Both keys used to be drawn per process, so every ComfyUI restart made every
+open workspace tab stale. They now derive from one random secret persisted in
+``workspace-scope.key`` beside the database (never in ``config.json`` and never
+in the database, so a backup or an export does not carry it). When the folder
+cannot hold it, the process falls back to a per-process secret, as before.
+
+Standard library only: a fresh process can derive the same scope without
+importing the API.
+"""
+
+from __future__ import annotations
+
+import hashlib
+import hmac
+import json
+import logging
+import os
+import re
+import secrets
+import stat
+import time
+from typing import NamedTuple
+
+logger = logging.getLogger("prompt_manager.api")
+
+KEY_FILE_NAME = "workspace-scope.key"
+SECRET_BYTES = 32
+_HEX = re.compile(r"[0-9a-fA-F]{64}")
+# Bounded read: a valid file is 64 hex characters and a newline.
+_MAX_FILE_BYTES = 128
+_ROOT_SCOPE_PURPOSE = b"prompt-manager/gallery-root-scope/v1"
+_CURSOR_PURPOSE = b"prompt-manager/workspace-cursor/v1"
+_SCOPE_TAG = "prompt-manager-gallery-root-v1"
+_TEMP_PREFIX = f".{KEY_FILE_NAME}."
+_TEMP_SUFFIX = ".tmp"
+_STALE_TEMP_SECONDS = 60
+
+
+class WorkspaceKeys(NamedTuple):
+    """The derived keys; ``persisted`` is False for a per-process fallback."""
+
+    root_scope: bytes
+    cursor: bytes
+    persisted: bool
+
+
+def _read(path: str) -> bytes | None:
+    """The secret in *path*, None when it is missing or not 64 hex characters.
+
+    Raises OSError for anything but a missing file (a folder, no permission).
+    """
+    try:
+        with open(path, "rb") as handle:
+            raw = handle.read(_MAX_FILE_BYTES + 1)
+    except FileNotFoundError:
+        return None
+    try:
+        text = raw.decode("ascii").strip()
+    except UnicodeDecodeError:
+        return b""
+    return bytes.fromhex(text) if _HEX.fullmatch(text) else b""
+
+
+def _write_exclusive(path: str, secret: bytes) -> None:
+    """Create *path* (it must not exist) holding *secret*, owner-only, fsynced."""
+    flags = os.O_WRONLY | os.O_CREAT | os.O_EXCL | getattr(os, "O_BINARY", 0)
+    descriptor = os.open(path, flags, 0o600)
+    try:
+        with os.fdopen(descriptor, "wb") as handle:
+            handle.write((secret.hex() + "\n").encode("ascii"))
+            handle.flush()
+            os.fsync(handle.fileno())
+    except BaseException:
+        _unlink(path)
+        raise
+
+
+def _unlink(path: str) -> None:
+    try:
+        os.unlink(path)
+    except OSError:
+        pass
+
+
+def _sweep_temps(directory: str) -> None:
+    """Remove temp files a crashed first start left (older than a minute)."""
+    try:
+        names = os.listdir(directory)
+    except OSError:
+        return
+    cutoff = time.time() - _STALE_TEMP_SECONDS
+    for name in names:
+        if name.startswith(_TEMP_PREFIX) and name.endswith(_TEMP_SUFFIX):
+            path = os.path.join(directory, name)
+            try:
+                if os.stat(path).st_mtime < cutoff:
+                    os.unlink(path)
+            except OSError:
+                pass
+
+
+def _tighten(path: str) -> None:
+    """On POSIX an existing key readable by group or others becomes 0o600."""
+    if os.name != "posix":
+        return  # the file inherits the folder's ACL, as the database does
+    try:
+        if stat.S_IMODE(os.stat(path).st_mode) & 0o077:
+            os.chmod(path, 0o600)
+    except OSError:
+        pass
+
+
+def _store(directory: str, path: str, secret: bytes, *, replace: bool) -> None:
+    """Publish *secret* at *path*; a new file never overwrites a concurrent winner.
+
+    The secret is written to a temp file first. ``os.link`` then fails when
+    *path* exists, so of two first starts exactly one file wins
+    (FileExistsError for the other). A file system without hard links (FAT,
+    some shares) creates *path* with ``O_EXCL`` instead. *replace* (a corrupt
+    key) swaps the file with ``os.replace``; Windows refuses that while
+    another process holds the file open, which the caller treats as unusable.
+    """
+    temp = os.path.join(
+        directory, f"{_TEMP_PREFIX}{secrets.token_hex(8)}{_TEMP_SUFFIX}"
+    )
+    _write_exclusive(temp, secret)
+    try:
+        if replace:
+            os.replace(temp, path)
+            return
+        try:
+            os.link(temp, path)
+        except FileExistsError:
+            raise
+        except OSError:
+            # Not atomic: a second first start reading mid-write would see a
+            # corrupt key. Rare (two first starts on FAT or a share at once);
+            # each process still uses the file it reads back.
+            _write_exclusive(path, secret)
+    finally:
+        _unlink(temp)
+
+
+def load_install_secret(directory: str) -> bytes | None:
+    """The persisted secret of *directory*, created on first use; None if unusable.
+
+    After any write the file is read back and its content is what counts, so
+    processes racing on a first start end with the one secret on disk.
+    """
+    path = os.path.join(directory, KEY_FILE_NAME)
+    try:
+        _sweep_temps(directory)
+        current = _read(path)
+        if current:
+            _tighten(path)
+            return current
+        corrupt = current is not None
+        try:
+            _store(directory, path, secrets.token_bytes(SECRET_BYTES), replace=corrupt)
+        except FileExistsError:
+            pass  # another process created it first: its file counts
+        stored = _read(path)
+        if not stored:
+            raise OSError(f"{KEY_FILE_NAME} is not readable after it was written")
+        if corrupt:
+            logger.warning(
+                f"{KEY_FILE_NAME} was not a valid key and was replaced; "
+                "open workspace pages must refresh once"
+            )
+        return stored
+    except OSError as exc:
+        logger.warning(f"Could not use {KEY_FILE_NAME}: {exc.__class__.__name__}")
+        return None
+
+
+def _derive(secret: bytes, purpose: bytes) -> bytes:
+    return hmac.new(secret, purpose, hashlib.sha256).digest()
+
+
+def workspace_keys_for(db_path: str | None) -> WorkspaceKeys:
+    """The keys for the library whose database is *db_path* (blocking I/O)."""
+    secret = None
+    if isinstance(db_path, str) and db_path.strip() and db_path != ":memory:":
+        secret = load_install_secret(os.path.dirname(os.path.abspath(db_path)))
+    persisted = secret is not None
+    if not persisted:
+        logger.warning(
+            "Workspace scopes use a per-process key: open workspace pages must "
+            "refresh after a restart"
+        )
+        secret = secrets.token_bytes(SECRET_BYTES)
+    return WorkspaceKeys(
+        _derive(secret, _ROOT_SCOPE_PURPOSE),
+        _derive(secret, _CURSOR_PURPOSE),
+        persisted,
+    )
+
+
+def gallery_root_scope(keys: WorkspaceKeys, canonical_root: str, index: int) -> str:
+    """The 64-hex scope of the root at *index* (its canonical path string)."""
+    payload = json.dumps(
+        [_SCOPE_TAG, index, canonical_root], separators=(",", ":"), ensure_ascii=False
+    ).encode("utf-8")
+    return hmac.new(keys.root_scope, payload, hashlib.sha256).hexdigest()