Merge pull request 'v26.05.27.0: PostCard redesign + IR-style tag suffix + drop meta/rating + extension v1.0.4 CSP fix' (#28) from dev into main

The two prefix-parsing tests were pinned to `artist:Eric`, but `artist`
was removed from KNOWN_KINDS in commit 4cad07a (provenance is a separate
axis from tags). The parser now keeps `artist:` literal, so the assertion
`body["name"] == "Eric"` failed.

Repointed to `character:Saber` (still in KNOWN_KINDS). Also updated the
stale `artist:` docstring example in parse_kind_prefix to `fandom:`.

Caught by [[reference-grep-pinned-tests-in-plans]] — should have grep'd
tests/ for `artist:` when shrinking KNOWN_KINDS. Banking the miss.

.forgejo/workflows/build.yml

@@ -2,7 +2,17 @@ name: Build images
 
 on:
   push:
-    branches: [dev, main]
+    # `:dev` builds dropped 2026-05-26 — operator tests from `:latest` after
+    # merge-to-main, not from the dev branch image. Saves one full docker
+    # build per dev push.
+    branches: [main]
+    # Tag-push triggers an immutable per-version image build (e.g.
+    # `:v26.05.26.5`) — gives a real rollback story alongside the floating
+    # `:main` / `:latest`. Layer reuse keeps the registry-storage cost
+    # negligible per tag. Doesn't overlap with the push-to-main build (that
+    # one publishes `:main` + `:latest`; the tag-push build publishes only
+    # `:<tag>`).
+    tags: ['v*']
 
 # Requires repo secret RELEASE_TOKEN — a Forgejo PAT with scopes:
 #   - write:package, read:package  (for docker push to git.fabledsword.com)
@@ -68,17 +78,11 @@ jobs:
             echo "No release named ext-$VERSION; will sign via AMO and upload"
           fi
 
-      - name: Download cached signed XPI (cache hit)
+      # No "download cached XPI in sign-extension" step: build-web
-        if: steps.cache.outputs.cached == 'true'
+      # fetches directly from the Forgejo ext-<version> release asset
-        env:
+      # (removed 2026-05-26 alongside the actions/upload-artifact
-          TOKEN: ${{ secrets.RELEASE_TOKEN }}
+      # removal — sign-extension's job is just to ensure the cache
-        run: |
+      # exists on Forgejo; the build-web side reads it independently).
-          set -eu
-          mkdir -p extension/web-ext-artifacts
-          curl -sL -H "Authorization: token $TOKEN" \
-            -o "extension/web-ext-artifacts/fabledcurator-${{ steps.extver.outputs.version }}.xpi" \
-            "https://git.fabledsword.com/api/v1/repos/bvandeusen/FabledCurator/releases/assets/${{ steps.cache.outputs.asset_id }}"
-          ls -la extension/web-ext-artifacts/
 
       - name: Sign via AMO (cache miss)
         if: steps.cache.outputs.cached != 'true'
@@ -148,12 +152,11 @@ jobs:
           trap - EXIT
           echo "Uploaded fabledcurator-$VERSION.xpi to ext-$VERSION release"
 
-      - name: Upload XPI as Actions artifact (handoff to build-web)
+      # No actions/upload-artifact step: Forgejo Actions (and our
-        uses: actions/upload-artifact@v4
+       # act_runner) doesn't support upload-artifact@v4+ (GHES limitation
-        with:
+       # surfaced 2026-05-26). Instead build-web reads the signed XPI
-          name: signed-extension
+       # straight from the ext-<version> Forgejo release we just uploaded
-          path: extension/web-ext-artifacts/fabledcurator-*.xpi
+       # to. Same source of truth; no double-store.
-          retention-days: 1
 
   build-web:
     needs: [sign-extension]
@@ -165,28 +168,66 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Download signed extension (main only)
+      - name: Download signed XPI from Forgejo release asset (main + tags)
-        if: github.ref == 'refs/heads/main'
+        # Fires on main-push AND on tag-push. Tag-push builds re-package the
-        uses: actions/download-artifact@v4
+        # same source code as the preceding main-push build but with an
-        with:
+        # immutable version tag — they need the XPI too, otherwise the
-          name: signed-extension
+        # versioned image ships without the signed extension.
-          path: extension/web-ext-artifacts/
+        if: github.ref == 'refs/heads/main' || startsWith(github.ref, 'refs/tags/')
-
+        env:
-      - name: Place signed XPI in build context (main only)
+          TOKEN: ${{ secrets.RELEASE_TOKEN }}
-        if: github.ref == 'refs/heads/main'
         run: |
           set -eux
           VERSION=$(grep -E '"version"' extension/package.json | head -1 | sed -E 's/.*"version"[[:space:]]*:[[:space:]]*"([^"]+)".*/\1/')
-          XPI=$(ls extension/web-ext-artifacts/*.xpi | head -1)
+          # Look up the ext-<version> release; extract the .xpi asset's
+          # browser_download_url (Forgejo's /releases/assets/<id> endpoint
+          # returns ASSET METADATA, not the binary blob — operator-flagged
+          # 2026-05-26: my prior code curl'd the metadata endpoint without
+          # -f and wrote the resulting 404-page-not-found text into
+          # fabledcurator-*.xpi, which Firefox then rejected as "corrupt").
+          # browser_download_url is the canonical binary endpoint and is
+          # also publicly accessible (no token needed) but we pass the
+          # token anyway for symmetry with private-repo support.
+          curl -sf -H "Authorization: token $TOKEN" \
+            "https://git.fabledsword.com/api/v1/repos/bvandeusen/FabledCurator/releases/tags/ext-$VERSION" \
+            -o release.json
+          DOWNLOAD_URL=$(python3 -c "import json; r=json.load(open('release.json')); xpis=[a for a in r.get('assets', []) if a.get('name','').endswith('.xpi')]; print(xpis[0]['browser_download_url'])")
+          test -n "$DOWNLOAD_URL"
+          echo "Downloading XPI from: $DOWNLOAD_URL"
           mkdir -p frontend/public/extension
-          cp "$XPI" "frontend/public/extension/fabledcurator-$VERSION.xpi"
+          DEST="frontend/public/extension/fabledcurator-$VERSION.xpi"
-          cp "$XPI" "frontend/public/extension/fabledcurator-latest.xpi"
+          # -f = fail on HTTP error (prevents silent corruption like the
+          # 2026-05-26 incident); -L = follow redirects.
+          curl -sfL -H "Authorization: token $TOKEN" -o "$DEST" "$DOWNLOAD_URL"
+          # Sanity check: the binary should start with the ZIP magic (PK\x03\x04).
+          # If it's anything else, the next docker build will ship a corrupt XPI.
+          MAGIC=$(head -c 2 "$DEST" | od -An -c | tr -d ' \n')
+          if [ "$MAGIC" != "PK" ]; then
+            echo "ERROR: downloaded XPI does not start with ZIP magic 'PK' (got '$MAGIC')"
+            echo "File contents preview:"
+            head -c 200 "$DEST"
+            exit 1
+          fi
+          cp "$DEST" "frontend/public/extension/fabledcurator-latest.xpi"
           ls -la frontend/public/extension/
 
       - name: Determine tag
         id: tag
         run: |
-          if [ "${GITHUB_REF##*/}" = "main" ]; then
+          # Three trigger shapes:
+          #   refs/tags/v…   → tag-push: publish ONLY the immutable version
+          #                    tag (e.g. :v26.05.26.5). Don't touch :latest;
+          #                    that already got published by the main-push
+          #                    build for the merge commit.
+          #   refs/heads/main → push to main (incl. PR merge commits):
+          #                    publish :main + :latest (floating).
+          #   anything else  → safety net; shouldn't fire given the `on:`
+          #                    config above (dev was dropped). Tag :dev to
+          #                    surface the unexpected run in the registry.
+          if [ "${GITHUB_REF#refs/tags/}" != "${GITHUB_REF}" ]; then
+            TAG_NAME="${GITHUB_REF#refs/tags/}"
+            echo "tags=git.fabledsword.com/bvandeusen/fabledcurator:${TAG_NAME}" >> "$GITHUB_OUTPUT"
+          elif [ "${GITHUB_REF##*/}" = "main" ]; then
             echo "tags=git.fabledsword.com/bvandeusen/fabledcurator:main,git.fabledsword.com/bvandeusen/fabledcurator:latest" >> "$GITHUB_OUTPUT"
           else
             echo "tags=git.fabledsword.com/bvandeusen/fabledcurator:dev" >> "$GITHUB_OUTPUT"
@@ -217,7 +258,13 @@ jobs:
       - name: Determine tag
         id: tag
         run: |
-          if [ "${GITHUB_REF##*/}" = "main" ]; then
+          # Mirrors build-web's three-shape logic (tag-push / main-push /
+          # safety-net dev). The -ml image follows the same release cadence
+          # as the web image.
+          if [ "${GITHUB_REF#refs/tags/}" != "${GITHUB_REF}" ]; then
+            TAG_NAME="${GITHUB_REF#refs/tags/}"
+            echo "tags=git.fabledsword.com/bvandeusen/fabledcurator-ml:${TAG_NAME}" >> "$GITHUB_OUTPUT"
+          elif [ "${GITHUB_REF##*/}" = "main" ]; then
             echo "tags=git.fabledsword.com/bvandeusen/fabledcurator-ml:main,git.fabledsword.com/bvandeusen/fabledcurator-ml:latest" >> "$GITHUB_OUTPUT"
           else
             echo "tags=git.fabledsword.com/bvandeusen/fabledcurator-ml:dev" >> "$GITHUB_OUTPUT"

.forgejo/workflows/ci.yml

@@ -8,8 +8,10 @@ name: CI
 on:
   push:
     branches: [dev, main]
-  pull_request:
+  # pull_request trigger intentionally absent — with branches: [dev, main]
-    branches: [main]
+  # above, every PR commit already fires CI via the push event on dev. Adding
+  # pull_request would duplicate runs on dev→main PRs. FC has no fork PRs
+  # (single-operator Forgejo repo) so push coverage is complete.
 
 jobs:
   backend-lint-and-test:
@@ -24,13 +26,17 @@ jobs:
     steps:
       - uses: actions/checkout@v4
 
-      - name: Cache pip wheels
+      # Cache step removed 2026-05-26: act_runner's cache backend has been
-        uses: actions/cache@v4
+      # broken on this homelab runner since 2026-05-15 (first as request-
-        with:
+      # timeout warnings, then as hard "Cannot find module .../dist/restore/
-          path: ~/.cache/pip
+      # index.js" failures that tank the whole job). The cache step targeted
-          key: pip-${{ runner.os }}-py314-${{ hashFiles('requirements.txt') }}
+      # ~/.cache/pip but the install below uses `uv pip install` primarily,
-          restore-keys: |
+      # whose own cache lives at ~/.cache/uv — so the cache step's real
-            pip-${{ runner.os }}-py314-
+      # benefit was marginal even when working. Cost of removal: ~30s of
+      # wheel downloads per job. Future re-enable: mount ~/.cache/uv as a
+      # docker volume at the runner level (skips actions/cache entirely),
+      # or fix the runner-side cache backend (clear /var/run/act/actions/*,
+      # pin act_runner version, etc.).
 
       - name: Install Python deps
         # ruff is pre-installed in the ci-python image (see CI-Runner/CI-python/
@@ -124,13 +130,6 @@ jobs:
           --health-retries 10
     steps:
       - uses: actions/checkout@v4
-      - name: Cache pip wheels
-        uses: actions/cache@v4
-        with:
-          path: ~/.cache/pip
-          key: pip-${{ runner.os }}-py314-${{ hashFiles('requirements.txt') }}
-          restore-keys: |
-            pip-${{ runner.os }}-py314-
       - name: API integration shard (resolve service IPs, migrate, test)
         run: |
           set -eux
@@ -189,13 +188,6 @@ jobs:
           --health-retries 10
     steps:
       - uses: actions/checkout@v4
-      - name: Cache pip wheels
-        uses: actions/cache@v4
-        with:
-          path: ~/.cache/pip
-          key: pip-${{ runner.os }}-py314-${{ hashFiles('requirements.txt') }}
-          restore-keys: |
-            pip-${{ runner.os }}-py314-
       - name: Importer integration shard (resolve service IPs, migrate, test)
         run: |
           set -eux
@@ -254,13 +246,6 @@ jobs:
           --health-retries 10
     steps:
       - uses: actions/checkout@v4
-      - name: Cache pip wheels
-        uses: actions/cache@v4
-        with:
-          path: ~/.cache/pip
-          key: pip-${{ runner.os }}-py314-${{ hashFiles('requirements.txt') }}
-          restore-keys: |
-            pip-${{ runner.os }}-py314-
       - name: Core integration shard (everything not api / importer / migration / phash / sidecar / scan / archive / backfill)
         run: |
           set -eux

alembic/versions/0020_library_audit_run.py

@@ -0,0 +1,65 @@
+"""fc-cleanup: library_audit_run table for async transparency/single_color audits
+
+Revision ID: 0020
+Revises: 0019
+Create Date: 2026-05-26
+
+The table backs the async audit lifecycle: rule + params snapshot, status
+state machine ('running' → 'ready' → 'applied'/'cancelled'/'error'), and
+the matched_ids JSONB array that the apply step deletes. Capped at 50k IDs
+per row by the scan task (oversize = rule too aggressive, operator narrows
+before re-running).
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+revision: str = "0020"
+down_revision: Union[str, None] = "0019"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "library_audit_run",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column("rule", sa.String(32), nullable=False),
+        sa.Column("params", postgresql.JSONB(astext_type=sa.Text()), nullable=False),
+        sa.Column(
+            "status", sa.String(16),
+            nullable=False, server_default="running",
+        ),
+        sa.Column(
+            "started_at", sa.DateTime(timezone=True),
+            nullable=False, server_default=sa.func.now(),
+        ),
+        sa.Column("finished_at", sa.DateTime(timezone=True), nullable=True),
+        sa.Column(
+            "scanned_count", sa.Integer(),
+            nullable=False, server_default="0",
+        ),
+        sa.Column(
+            "matched_count", sa.Integer(),
+            nullable=False, server_default="0",
+        ),
+        sa.Column(
+            "matched_ids", postgresql.JSONB(astext_type=sa.Text()),
+            nullable=False, server_default=sa.text("'[]'::jsonb"),
+        ),
+        sa.Column("error", sa.Text(), nullable=True),
+    )
+    op.create_index(
+        "ix_library_audit_run_rule", "library_audit_run", ["rule"],
+    )
+    op.create_index(
+        "ix_library_audit_run_status", "library_audit_run", ["status"],
+    )
+
+
+def downgrade() -> None:
+    op.drop_index("ix_library_audit_run_status", table_name="library_audit_run")
+    op.drop_index("ix_library_audit_run_rule", table_name="library_audit_run")
+    op.drop_table("library_audit_run")

alembic/versions/0021_image_provenance_unique.py

@@ -0,0 +1,54 @@
+"""provenance-race: dedupe + UNIQUE(image_record_id, post_id) on image_provenance
+
+Revision ID: 0021
+Revises: 0020
+Create Date: 2026-05-26
+
+Closes the race in Importer._apply_sidecar's existence-check + INSERT pattern.
+Two workers writing for the same (image, post) pair both saw no existing row
+and both inserted, leaving duplicates that then broke .scalar_one_or_none()
+on every subsequent deep-scan rederive against those images
+(MultipleResultsFound). Most plausibly seeded when the 5-min recovery sweep
+re-enqueued a still-running long-import task and the second worker collided
+with the first inside _apply_sidecar.
+
+Migration steps:
+  1. DELETE all but min(id) per (image_record_id, post_id) pair. Operator's
+     DB had 2 affected pairs at write-time; harmless no-op if zero.
+  2. Add UNIQUE constraint so the importer's new savepoint+IntegrityError
+     recovery path can trip on collision and re-select, mirroring
+     uq_source_artist_platform_url and uq_post_source_external_id.
+"""
+from typing import Sequence, Union
+
+from alembic import op
+
+revision: str = "0021"
+down_revision: Union[str, None] = "0020"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.execute(
+        """
+        DELETE FROM image_provenance ip1
+        USING image_provenance ip2
+        WHERE ip1.image_record_id = ip2.image_record_id
+          AND ip1.post_id = ip2.post_id
+          AND ip1.id > ip2.id
+        """
+    )
+    op.create_unique_constraint(
+        "uq_image_provenance_image_post",
+        "image_provenance",
+        ["image_record_id", "post_id"],
+    )
+
+
+def downgrade() -> None:
+    op.drop_constraint(
+        "uq_image_provenance_image_post",
+        "image_provenance",
+        type_="unique",
+    )

alembic/versions/0022_source_per_artist_platform.py

@@ -0,0 +1,223 @@
+"""source-collapse: one Source per (artist, platform) — consolidate junk per-post Sources
+
+Revision ID: 0022
+Revises: 0021
+Create Date: 2026-05-26
+
+Closes the operator-flagged 2026-05-26 issue where the filesystem importer
+called _find_or_create_source(url=sd.post_url), creating one Source row per
+imported post URL. Operator's Atole artist had 406 Source rows where there
+should have been 1 (the /cw/Atole subscription Source).
+
+Source represents a subscription feed (one per artist+platform — the
+gallery-dl URL polled by the FC-3 downloader). Posts hang off it. The
+filesystem importer was misusing Source as a per-post key.
+
+Migration steps per (artist_id, platform) group with >1 Source:
+  1. Pick canonical — prefer a URL NOT matching '/posts/<id>$' (real
+     campaign URL like /cw/Atole); else min(id).
+  2. PRE-merge any Posts under non-canonical sources whose
+     external_post_id ALREADY exists under the canonical source. (Same
+     gallery-dl post imported via two different sidecar paths can plant
+     two Post rows with identical external_post_id under different
+     Sources for the same artist.) Repoint ImageProvenance +
+     ImageRecord.primary_post_id to the canonical-side Post, dedupe
+     ImageProvenance against alembic 0021's uq, then delete the
+     non-canonical-side Post. This MUST happen before step 3 — Postgres
+     fires uq_post_source_external_id row-by-row during the bulk UPDATE
+     and the merge-after-reparent ordering 500s on first collision
+     (operator-hit during v26.05.26.1 deploy, 2026-05-26).
+  3. Reparent remaining Posts onto canonical (no collisions possible now).
+  4. Reparent ImageProvenance.source_id off the non-canonical sources.
+  5. Delete the orphan Source rows.
+  6. If the canonical Source's URL still looks like a per-post URL (no
+     campaign URL existed among candidates), rewrite it to
+     'sidecar:<platform>:<artist_slug>' so the artist detail page shows
+     something readable.
+"""
+from typing import Sequence, Union
+
+from alembic import op
+from sqlalchemy import text
+
+revision: str = "0022"
+down_revision: Union[str, None] = "0021"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+_POST_URL_RE = r"/posts/[^/]+$"
+
+
+def upgrade() -> None:
+    conn = op.get_bind()
+
+    # Find (artist_id, platform) groups with > 1 Source row.
+    groups = conn.execute(text("""
+        SELECT artist_id, platform
+        FROM source
+        GROUP BY artist_id, platform
+        HAVING COUNT(*) > 1
+    """)).fetchall()
+
+    for artist_id, platform in groups:
+        rows = conn.execute(
+            text("""
+                SELECT id, url FROM source
+                WHERE artist_id = :a AND platform = :p
+                ORDER BY id ASC
+            """),
+            {"a": artist_id, "p": platform},
+        ).fetchall()
+
+        # Canonical: first row whose URL doesn't look like a per-post URL;
+        # else min(id).
+        canonical_id = None
+        for sid, url in rows:
+            if not _matches_post_url(url):
+                canonical_id = sid
+                break
+        if canonical_id is None:
+            canonical_id = rows[0][0]
+
+        other_ids = [sid for sid, _ in rows if sid != canonical_id]
+        if not other_ids:
+            continue
+
+        # STEP 2: PRE-merge ALL Posts with duplicate external_post_id
+        # across the entire (canonical + others) group, BEFORE the bulk
+        # reparent. Two cases must both be handled:
+        #   (A) canonical has Post X with epid=N; an "other" source has
+        #       Post Y with epid=N → after bulk UPDATE, (canonical, N)
+        #       collides with itself.
+        #   (B) two different "other" sources each have a Post with
+        #       epid=N; canonical has none → after bulk UPDATE, both
+        #       are repointed to (canonical, N) and the second collides.
+        # The earlier version of this migration only handled (A); the
+        # operator's deploy 2026-05-26 tripped (B) at line 139.
+        # Fix: group ALL Posts in the (artist, platform) by epid; for
+        # any group with count>1, pick the keep (prefer one already
+        # under canonical; else lowest id) and merge the rest into it.
+        all_posts = conn.execute(
+            text("""
+                SELECT external_post_id, id, source_id
+                FROM post
+                WHERE source_id = :canonical OR source_id = ANY(:others)
+                ORDER BY external_post_id, id
+            """),
+            {"canonical": canonical_id, "others": other_ids},
+        ).fetchall()
+        by_epid: dict = {}
+        for epid, post_id, src_id in all_posts:
+            by_epid.setdefault(epid, []).append((post_id, src_id))
+        for _epid, posts in by_epid.items():
+            if len(posts) <= 1:
+                continue
+            # Prefer a Post already under canonical as the keep.
+            canonical_posts = [p for p in posts if p[1] == canonical_id]
+            if canonical_posts:
+                keep_id = canonical_posts[0][0]
+            else:
+                keep_id = posts[0][0]  # already sorted by id ASC
+            drop_ids = [p[0] for p in posts if p[0] != keep_id]
+            for drop_id in drop_ids:
+                # Pre-delete image_provenance rows under drop_ whose
+                # image_record_id ALREADY has a provenance under keep —
+                # the UPDATE below would otherwise repoint them and
+                # trip uq_image_provenance_image_post (alembic 0021)
+                # row-by-row before any after-the-fact dedupe could
+                # run. Operator's v26.05.26.3 deploy 2026-05-26 tripped
+                # this at line 123.
+                conn.execute(
+                    text("""
+                        DELETE FROM image_provenance
+                        WHERE post_id = :drop_
+                          AND image_record_id IN (
+                              SELECT image_record_id FROM image_provenance
+                              WHERE post_id = :keep
+                          )
+                    """),
+                    {"keep": keep_id, "drop_": drop_id},
+                )
+                # Now safe to repoint the survivors.
+                conn.execute(
+                    text("""
+                        UPDATE image_provenance SET post_id = :keep
+                        WHERE post_id = :drop_
+                    """),
+                    {"keep": keep_id, "drop_": drop_id},
+                )
+                conn.execute(
+                    text("""
+                        UPDATE image_record SET primary_post_id = :keep
+                        WHERE primary_post_id = :drop_
+                    """),
+                    {"keep": keep_id, "drop_": drop_id},
+                )
+                conn.execute(
+                    text("DELETE FROM post WHERE id = :drop_"),
+                    {"drop_": drop_id},
+                )
+
+        # STEP 3: Bulk reparent the remaining Posts off the other
+        # Sources. After step 2, no collisions on
+        # (canonical, external_post_id) are possible.
+        conn.execute(
+            text("""
+                UPDATE post SET source_id = :canonical
+                WHERE source_id = ANY(:others)
+            """),
+            {"canonical": canonical_id, "others": other_ids},
+        )
+
+        # STEP 4: Reparent ImageProvenance.source_id (denormalized FK).
+        # No UNIQUE on source_id; safe bulk update.
+        conn.execute(
+            text("""
+                UPDATE image_provenance SET source_id = :canonical
+                WHERE source_id = ANY(:others)
+            """),
+            {"canonical": canonical_id, "others": other_ids},
+        )
+
+        # STEP 5: Drop the orphan Sources.
+        conn.execute(
+            text("DELETE FROM source WHERE id = ANY(:others)"),
+            {"others": other_ids},
+        )
+
+        # If the canonical's URL still looks per-post (no campaign URL
+        # existed among the candidates), rewrite to a synthetic anchor so
+        # the artist detail page renders something readable.
+        canonical_url = conn.execute(
+            text("SELECT url FROM source WHERE id = :id"),
+            {"id": canonical_id},
+        ).scalar_one()
+        if _matches_post_url(canonical_url):
+            slug = conn.execute(
+                text("SELECT slug FROM artist WHERE id = :id"),
+                {"id": artist_id},
+            ).scalar_one()
+            conn.execute(
+                text("""
+                    UPDATE source
+                    SET url = :new_url, enabled = false
+                    WHERE id = :id
+                """),
+                {
+                    "id": canonical_id,
+                    "new_url": f"sidecar:{platform}:{slug}",
+                },
+            )
+
+
+def downgrade() -> None:
+    # Lossy migration — orphan Sources deleted, Posts reparented, Posts
+    # merged. No safe downgrade. If you need to roll back the schema
+    # invariant, fork from 0021 and re-run filesystem imports.
+    pass
+
+
+def _matches_post_url(url: str) -> bool:
+    """True if url ends with /posts/<token> (gallery-dl-style per-post URL)."""
+    import re
+    return bool(re.search(_POST_URL_RE, url or ""))

alembic/versions/0023_drop_meta_rating_tag_kinds.py

@@ -0,0 +1,99 @@
+"""drop meta + rating tag kinds — operator-retired 2026-05-26
+
+Revision ID: 0023
+Revises: 0022
+Create Date: 2026-05-26
+
+Operator decided meta + rating aren't valid tag kinds for FC. Per-row
+behavior: DELETE existing rows (operator chose "clean break" over
+"convert to general"). All cascading FKs (image_tag, tag_alias,
+tag_allowlist, tag_reference_embedding, tag_suggestion_rejection,
+series_page) use ondelete="CASCADE" so a single DELETE on tag cleans
+the related rows in one go.
+
+After the data cleanup, recreate the tag_kind ENUM without 'meta' /
+'rating' (Postgres has no `ALTER TYPE ... DROP VALUE`; standard
+rename-create-cast-drop dance). The server default 'general' is
+dropped before the type swap and restored after.
+"""
+from typing import Sequence, Union
+
+from alembic import op
+
+revision: str = "0023"
+down_revision: Union[str, None] = "0022"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # 1. Delete tags of the retired kinds. CASCADE handles related tables.
+    op.execute("DELETE FROM tag WHERE kind IN ('meta', 'rating')")
+
+    # 2. Drop the CHECK constraint that references the enum's literal
+    #    values. Postgres can't resolve `kind = 'character'` across the
+    #    type swap below — the literal would bind to the new tag_kind
+    #    but the column is on tag_kind_old, producing
+    #    "operator does not exist: tag_kind = tag_kind_old".
+    #    (Operator-hit during the v26.05.26.5 deploy attempt; ck was
+    #    originally added by alembic 0002.) Recreated post-swap.
+    op.drop_constraint(
+        "ck_tag_fandom_requires_character", "tag", type_="check"
+    )
+
+    # 3. Drop the server default — ALTER COLUMN TYPE can't carry it
+    #    across the type swap below.
+    op.execute("ALTER TABLE tag ALTER COLUMN kind DROP DEFAULT")
+
+    # 4. Recreate the tag_kind enum without meta/rating.
+    op.execute("ALTER TYPE tag_kind RENAME TO tag_kind_old")
+    op.execute(
+        "CREATE TYPE tag_kind AS ENUM ("
+        "'artist', 'character', 'fandom', 'general', "
+        "'series', 'archive', 'post'"
+        ")"
+    )
+    op.execute(
+        "ALTER TABLE tag "
+        "ALTER COLUMN kind TYPE tag_kind "
+        "USING kind::text::tag_kind"
+    )
+    op.execute("DROP TYPE tag_kind_old")
+
+    # 5. Restore the server default.
+    op.execute("ALTER TABLE tag ALTER COLUMN kind SET DEFAULT 'general'")
+
+    # 6. Restore the CHECK constraint (now bound to the new tag_kind).
+    op.create_check_constraint(
+        "ck_tag_fandom_requires_character",
+        "tag",
+        "(fandom_id IS NULL) OR (kind = 'character')",
+    )
+
+
+def downgrade() -> None:
+    # Add the values back to the enum so old code can boot. The deleted
+    # tag rows are gone permanently — no safe restore.
+    op.drop_constraint(
+        "ck_tag_fandom_requires_character", "tag", type_="check"
+    )
+    op.execute("ALTER TABLE tag ALTER COLUMN kind DROP DEFAULT")
+    op.execute("ALTER TYPE tag_kind RENAME TO tag_kind_old")
+    op.execute(
+        "CREATE TYPE tag_kind AS ENUM ("
+        "'artist', 'character', 'fandom', 'general', "
+        "'series', 'archive', 'post', 'meta', 'rating'"
+        ")"
+    )
+    op.execute(
+        "ALTER TABLE tag "
+        "ALTER COLUMN kind TYPE tag_kind "
+        "USING kind::text::tag_kind"
+    )
+    op.execute("DROP TYPE tag_kind_old")
+    op.execute("ALTER TABLE tag ALTER COLUMN kind SET DEFAULT 'general'")
+    op.create_check_constraint(
+        "ck_tag_fandom_requires_character",
+        "tag",
+        "(fandom_id IS NULL) OR (kind = 'character')",
+    )

backend/app/__init__.py

@@ -3,13 +3,23 @@
 import logging
 from pathlib import Path
 
-from quart import Quart
+from quart import Quart, request
 
 from .api import all_blueprints
 from .config import get_config
 from .frontend import frontend_bp
 from .services.credential_crypto import CredentialCrypto
 
+# Browser-extension origins. The FabledCurator extension fetches from
+# moz-extension://<uuid>/ on Firefox and chrome-extension://<uuid>/ on
+# Chromium-based browsers. Operator-flagged 2026-05-26: extension's
+# 'Test connection' returned `NetworkError` because the X-Extension-Key
+# header on /api/credentials triggers a CORS preflight that our routes
+# don't handle. Whitelisting only these two schemes (not opening CORS
+# up generally) lets the extension talk to a plain-HTTP self-hosted FC
+# without weakening the no-CORS posture for normal browser usage.
+_EXTENSION_ORIGIN_SCHEMES = ("moz-extension://", "chrome-extension://")
+
 _CREDENTIAL_KEY_PATH = Path("/images/secrets/credential_key.b64")
 
 
@@ -35,6 +45,33 @@ def create_app() -> Quart:
     # Registered last so /api/* routes win over the SPA catch-all.
     app.register_blueprint(frontend_bp)
 
+    @app.before_request
+    async def _extension_cors_preflight():
+        # Short-circuit OPTIONS preflight from the browser extension with a
+        # 204 + CORS headers (the after_request hook below adds them).
+        # Without this, OPTIONS lands on routes that only declared POST/GET
+        # methods and 405s before the after_request gets a chance.
+        if request.method != "OPTIONS":
+            return None
+        origin = request.headers.get("Origin", "")
+        if any(origin.startswith(s) for s in _EXTENSION_ORIGIN_SCHEMES):
+            return "", 204
+        return None
+
+    @app.after_request
+    async def _extension_cors_headers(response):
+        origin = request.headers.get("Origin", "")
+        if any(origin.startswith(s) for s in _EXTENSION_ORIGIN_SCHEMES):
+            response.headers["Access-Control-Allow-Origin"] = origin
+            response.headers["Access-Control-Allow-Methods"] = (
+                "GET, POST, PATCH, DELETE, OPTIONS"
+            )
+            response.headers["Access-Control-Allow-Headers"] = (
+                "Content-Type, X-Extension-Key"
+            )
+            response.headers["Access-Control-Max-Age"] = "86400"
+        return response
+
     @app.after_serving
     async def _dispose_db_engine() -> None:
         from .extensions import dispose_engine

backend/app/api/__init__.py

@@ -20,6 +20,7 @@ def all_blueprints() -> list[Blueprint]:
     from .artist import artist_bp
     from .artists import artists_bp
     from .attachments import attachments_bp
+    from .cleanup import cleanup_bp
     from .credentials import credentials_bp
     from .downloads import downloads_bp
     from .extension import extension_bp
@@ -37,6 +38,7 @@ def all_blueprints() -> list[Blueprint]:
     from .system_activity import system_activity_bp
     from .system_backup import system_backup_bp
     from .tags import tags_bp
+    from .thumbnails import thumbnails_bp
     return [
         api_bp,
         attachments_bp,
@@ -50,12 +52,14 @@ def all_blueprints() -> list[Blueprint]:
         system_activity_bp,
         system_backup_bp,
         admin_bp,
+        cleanup_bp,
         import_admin_bp,
         migrate_bp,
         suggestions_bp,
         allowlist_bp,
         aliases_bp,
         ml_admin_bp,
+        thumbnails_bp,
         sources_bp,
         platforms_bp,
         posts_bp,

backend/app/api/cleanup.py

@@ -0,0 +1,193 @@
+"""FC-Cleanup: /api/cleanup/* — retroactive enforcement of import filters.
+
+Endpoints:
+  POST /min-dimension/preview     synchronous SQL audit
+  POST /min-dimension/delete      synchronous SQL delete (Tier-C token)
+  POST /audit                      async transparency / single_color start
+  GET  /audit                      list recent audit_run rows
+  GET  /audit/<id>                 single audit_run row
+  POST /audit/<id>/apply           apply matched_ids deletes (Tier-C token)
+  POST /audit/<id>/cancel          flip running audit to cancelled
+
+Unused-tags retroactive prune intentionally NOT in this namespace —
+TagMaintenanceCard (Maintenance tab → moved to Cleanup tab in v26.05.25.7)
+uses the existing /api/admin/tags/prune-unused endpoint via the admin
+store. No duplicate route here.
+
+Confirm-token format matches modal/DestructiveConfirmModal.vue convention:
+  `delete-min-dim-<sha8(w,h)>` for min-dim delete
+  `delete-audit-<id>` for audit apply
+(Modal hardcodes action ∈ {'restore', 'delete'}; "apply audit" is semantically a delete of the matched images, so we use `delete-audit-<id>`.)
+"""
+
+from __future__ import annotations
+
+import hashlib
+from pathlib import Path
+
+from quart import Blueprint, jsonify, request
+from sqlalchemy import select
+
+from ..extensions import get_session
+from ..models import LibraryAuditRun
+from ..services import cleanup_service
+
+cleanup_bp = Blueprint("cleanup", __name__, url_prefix="/api/cleanup")
+
+IMAGES_ROOT = Path("/images")
+
+
+def _bad(error: str, *, status: int = 400, **extra):
+    body = {"error": error}
+    body.update(extra)
+    return jsonify(body), status
+
+
+def _min_dim_token(min_w: int, min_h: int) -> str:
+    # SHA-256 (not MD5) — Web Crypto's subtle.digest rejects MD5; both
+    # sides use SHA-256 truncated to 8 hex chars.
+    canon = f"{min_w}x{min_h}"
+    return f"delete-min-dim-{hashlib.sha256(canon.encode()).hexdigest()[:8]}"
+
+
+def _serialize_audit_run(audit: LibraryAuditRun) -> dict:
+    return {
+        "id": audit.id,
+        "rule": audit.rule,
+        "params": audit.params,
+        "status": audit.status,
+        "started_at": audit.started_at.isoformat() if audit.started_at else None,
+        "finished_at": audit.finished_at.isoformat() if audit.finished_at else None,
+        "scanned_count": audit.scanned_count,
+        "matched_count": audit.matched_count,
+        "matched_ids": audit.matched_ids,
+        "error": audit.error,
+    }
+
+
+@cleanup_bp.route("/min-dimension/preview", methods=["POST"])
+async def min_dim_preview():
+    body = await request.get_json(silent=True) or {}
+    try:
+        min_w = int(body.get("min_width", 0))
+        min_h = int(body.get("min_height", 0))
+    except (TypeError, ValueError):
+        return _bad("invalid_dimensions")
+    if min_w < 0 or min_h < 0:
+        return _bad("invalid_dimensions")
+    async with get_session() as session:
+        projection = await session.run_sync(
+            lambda s: cleanup_service.project_min_dimension_violations(
+                s, min_width=min_w, min_height=min_h,
+            )
+        )
+    return jsonify(projection)
+
+
+@cleanup_bp.route("/min-dimension/delete", methods=["POST"])
+async def min_dim_delete():
+    body = await request.get_json(silent=True) or {}
+    try:
+        min_w = int(body.get("min_width", 0))
+        min_h = int(body.get("min_height", 0))
+    except (TypeError, ValueError):
+        return _bad("invalid_dimensions")
+    if min_w < 0 or min_h < 0:
+        return _bad("invalid_dimensions")
+    supplied = body.get("confirm", "")
+    expected = _min_dim_token(min_w, min_h)
+    if supplied != expected:
+        return _bad("confirm_mismatch", expected=expected)
+    async with get_session() as session:
+        deleted = await session.run_sync(
+            lambda s: cleanup_service.delete_min_dimension_violations(
+                s, min_width=min_w, min_height=min_h, images_root=IMAGES_ROOT,
+            )
+        )
+        await session.commit()
+    return jsonify({"deleted": deleted})
+
+
+@cleanup_bp.route("/audit", methods=["POST"])
+async def audit_create():
+    body = await request.get_json(silent=True) or {}
+    rule = body.get("rule")
+    params = body.get("params") or {}
+    if rule not in ("transparency", "single_color"):
+        return _bad("invalid_rule")
+    if not isinstance(params, dict):
+        return _bad("invalid_params")
+    async with get_session() as session:
+        try:
+            audit_id = await session.run_sync(
+                lambda s: cleanup_service.start_audit_run(
+                    s, rule=rule, params=params,
+                )
+            )
+        except cleanup_service.AuditAlreadyRunning as running_id:
+            return _bad(
+                "audit_already_running", status=409,
+                running_id=int(str(running_id)),
+            )
+        except ValueError as exc:
+            return _bad(str(exc))
+        await session.commit()
+    return jsonify({"audit_id": audit_id, "status": "running"}), 202
+
+
+@cleanup_bp.route("/audit/<int:audit_id>", methods=["GET"])
+async def audit_get(audit_id: int):
+    async with get_session() as session:
+        audit = (await session.execute(
+            select(LibraryAuditRun).where(LibraryAuditRun.id == audit_id)
+        )).scalar_one_or_none()
+        if audit is None:
+            return _bad("not_found", status=404)
+        return jsonify(_serialize_audit_run(audit))
+
+
+@cleanup_bp.route("/audit", methods=["GET"])
+async def audit_history():
+    try:
+        limit = min(int(request.args.get("limit", "20")), 100)
+    except ValueError:
+        return _bad("invalid_limit")
+    async with get_session() as session:
+        rows = (await session.execute(
+            select(LibraryAuditRun)
+            .order_by(LibraryAuditRun.id.desc())
+            .limit(limit)
+        )).scalars().all()
+        return jsonify({"runs": [_serialize_audit_run(r) for r in rows]})
+
+
+@cleanup_bp.route("/audit/<int:audit_id>/apply", methods=["POST"])
+async def audit_apply(audit_id: int):
+    body = await request.get_json(silent=True) or {}
+    confirm = body.get("confirm", "")
+    async with get_session() as session:
+        try:
+            deleted = await session.run_sync(
+                lambda s: cleanup_service.apply_audit_run(
+                    s, audit_id=audit_id, confirm_token=confirm,
+                    images_root=IMAGES_ROOT,
+                )
+            )
+        except cleanup_service.AuditNotReady as exc:
+            return _bad("audit_not_ready", current_status=str(exc))
+        except cleanup_service.ConfirmTokenMismatch as exc:
+            return _bad("confirm_mismatch", expected=str(exc))
+        except ValueError as exc:
+            return _bad("not_found", status=404, detail=str(exc))
+        await session.commit()
+    return jsonify({"deleted": deleted})
+
+
+@cleanup_bp.route("/audit/<int:audit_id>/cancel", methods=["POST"])
+async def audit_cancel(audit_id: int):
+    async with get_session() as session:
+        await session.run_sync(
+            lambda s: cleanup_service.cancel_audit_run(s, audit_id=audit_id)
+        )
+        await session.commit()
+    return jsonify({"cancelled": True})

backend/app/api/extension.py

@@ -93,10 +93,20 @@ def _read_manifest_sync() -> dict | None:
     asyncio.to_thread (ASYNC240: no pathlib I/O in async functions)."""
     if not XPI_DIR.is_dir():
         return None
-    xpis = sorted(XPI_DIR.glob("fabledcurator-*.xpi"), key=lambda p: p.stat().st_mtime)
+    # Exclude the `fabledcurator-latest.xpi` alias when picking the file to
-    if not xpis:
+    # extract a version from — it's a copy of the latest versioned XPI,
+    # written at the same mtime by build.yml, and would otherwise tie or
+    # win the sort (operator-flagged 2026-05-26: UI displayed "v latest"
+    # because `_extract_version("fabledcurator-latest.xpi")` returns
+    # the literal "latest"). The alias still serves as `latest_url`.
+    versioned = [
+        p for p in XPI_DIR.glob("fabledcurator-*.xpi")
+        if p.name != "fabledcurator-latest.xpi"
+    ]
+    if not versioned:
         return None
-    latest = xpis[-1]
+    versioned.sort(key=lambda p: p.stat().st_mtime)
+    latest = versioned[-1]
     return {
         "installed": True,
         "version": _extract_version(latest.name),

backend/app/api/import_admin.py

@@ -103,17 +103,22 @@ async def list_tasks():
 
 @import_admin_bp.route("/retry-failed", methods=["POST"])
 async def retry_failed():
+    # Fold SELECT into UPDATE…WHERE…RETURNING — the prior SELECT-then-
+    # UPDATE-WHERE-id-IN pattern blew past psycopg's 65535-parameter
+    # ceiling once failed_ids exceeded ~65k rows.
     async with get_session() as session:
-        failed_ids = (
+        result = await session.execute(
-            await session.execute(select(ImportTask.id).where(ImportTask.status == "failed"))
+            update(ImportTask)
-        ).scalars().all()
+            .where(ImportTask.status == "failed")
+            .values(
+                status="queued", error=None,
+                started_at=None, finished_at=None,
+            )
+            .returning(ImportTask.id)
+        )
+        failed_ids = [row[0] for row in result.all()]
         if not failed_ids:
             return jsonify({"retried": 0})
-        await session.execute(
-            update(ImportTask)
-            .where(ImportTask.id.in_(failed_ids))
-            .values(status="queued", error=None, started_at=None, finished_at=None)
-        )
         await session.commit()
 
     from ..tasks.import_file import import_media_file
@@ -138,28 +143,26 @@ async def clear_stuck():
     autoretry-looped for 2 days after a corrupt-data PIL OSError.
     """
     async with get_session() as session:
-        stuck_ids = (
+        # Fold SELECT into UPDATE…WHERE — see /retry-failed for the
-            await session.execute(
+        # 65535-parameter ceiling rationale. rowcount is enough here
-                select(ImportTask.id).where(
+        # because we don't need the ids afterward (no .delay()).
-                    ImportTask.status.in_(["pending", "queued", "processing"])
+        clear_result = await session.execute(
-                )
+            update(ImportTask)
+            .where(
+                ImportTask.status.in_(["pending", "queued", "processing"])
             )
-        ).scalars().all()
+            .values(
-        if stuck_ids:
+                status="failed",
-            await session.execute(
+                finished_at=datetime.now(UTC),
-                update(ImportTask)
+                error=(
-                .where(ImportTask.id.in_(stuck_ids))
+                    "manually cleared via /api/import/clear-stuck "
-                .values(
+                    "— stuck in non-terminal state; retry once "
-                    status="failed",
+                    "underlying cause (corrupt file, missing model, "
-                    finished_at=datetime.now(UTC),
+                    "etc.) is resolved"
-                    error=(
+                ),
-                        "manually cleared via /api/import/clear-stuck "
-                        "— stuck in non-terminal state; retry once "
-                        "underlying cause (corrupt file, missing model, "
-                        "etc.) is resolved"
-                    ),
-                )
             )
+        )
+        tasks_failed = clear_result.rowcount or 0
 
         # Finalize any 'running' ImportBatch that no longer has any
         # active children. The "Scanning..." banner is driven by
@@ -195,7 +198,7 @@ async def clear_stuck():
         await session.commit()
 
     return jsonify({
-        "tasks_failed": len(stuck_ids),
+        "tasks_failed": tasks_failed,
         "batches_finalized": finalized_batches,
     })
 

backend/app/api/tags.py

@@ -15,6 +15,7 @@ from ..services.tag_service import (
     TagService,
     TagValidationError,
 )
+from ..utils.tag_prefix import parse_kind_prefix
 
 tags_bp = Blueprint("tags", __name__, url_prefix="/api")
 
@@ -105,13 +106,39 @@ async def directory():
 
 @tags_bp.route("/tags", methods=["POST"])
 async def create_tag():
+    """Create a tag. Two input shapes accepted:
+      1. Explicit: {name, kind, fandom_id?} — caller already split, kind wins.
+      2. IR-suffix: {name} where name = "kind:Name" (e.g. "artist:Eric").
+         The server runs parse_kind_prefix(name) to derive kind; the colon
+         and prefix are stripped from the stored tag name. If no recognized
+         prefix is present, the kind defaults to `general`.
+    Explicit kind ALWAYS wins (backward-compat for existing callers).
+    """
     body = await request.get_json()
-    if not body or "name" not in body or "kind" not in body:
+    if not body or "name" not in body:
-        return jsonify({"error": "name and kind required"}), 400
+        return jsonify({"error": "name required"}), 400
     name = body["name"]
-    kind = _coerce_kind(body["kind"])
+    explicit_kind_raw = body.get("kind")
-    if kind is None:
+
-        return jsonify({"error": f"invalid kind {body['kind']!r}"}), 400
+    if explicit_kind_raw is not None:
+        # Caller provided kind — honor it; don't re-parse.
+        kind = _coerce_kind(explicit_kind_raw)
+        if kind is None:
+            return jsonify({"error": f"invalid kind {explicit_kind_raw!r}"}), 400
+    else:
+        # IR-style: parse "kind:Name" from the raw name.
+        parsed_kind, parsed_name = parse_kind_prefix(name)
+        if parsed_kind is not None:
+            name = parsed_name
+            kind = _coerce_kind(parsed_kind)
+            # parse_kind_prefix only returns kinds from KNOWN_KINDS which
+            # are all valid TagKind members, so _coerce_kind can't return
+            # None here — but defensive.
+            if kind is None:
+                return jsonify({"error": f"invalid kind {parsed_kind!r}"}), 400
+        else:
+            kind = TagKind.general
+
     fandom_id = body.get("fandom_id")
 
     async with get_session() as session:

backend/app/api/thumbnails.py

@@ -0,0 +1,13 @@
+"""Thumbnail admin API: backfill trigger."""
+
+from quart import Blueprint, jsonify
+
+thumbnails_bp = Blueprint("thumbnails", __name__, url_prefix="/api/thumbnails")
+
+
+@thumbnails_bp.route("/backfill", methods=["POST"])
+async def trigger_backfill():
+    from ..tasks.thumbnail import backfill_thumbnails
+
+    r = backfill_thumbnails.delay()
+    return jsonify({"celery_task_id": r.id}), 202

backend/app/celery_app.py

@@ -33,6 +33,7 @@ def make_celery() -> Celery:
             "backend.app.tasks.download",
             "backend.app.tasks.backup",
             "backend.app.tasks.admin",
+            "backend.app.tasks.library_audit",
         ],
     )
     app.conf.update(
@@ -47,6 +48,7 @@ def make_celery() -> Celery:
             "backend.app.tasks.migration.*": {"queue": "maintenance"},
             "backend.app.tasks.backup.*": {"queue": "maintenance"},
             "backend.app.tasks.admin.*": {"queue": "maintenance"},
+            "backend.app.tasks.library_audit.*": {"queue": "maintenance"},
         },
         # Heavy ML tasks need fair dispatch — see ImageRepo's precedent.
         task_acks_late=True,

backend/app/models/__init__.py

@@ -11,6 +11,7 @@ from .image_record import ImageRecord
 from .import_batch import ImportBatch
 from .import_settings import ImportSettings
 from .import_task import ImportTask
+from .library_audit_run import LibraryAuditRun
 from .migration_run import MigrationRun
 from .ml_settings import MLSettings
 from .post import Post
@@ -43,6 +44,7 @@ __all__ = [
     "ImportBatch",
     "ImportTask",
     "ImportSettings",
+    "LibraryAuditRun",
     "MLSettings",
     "MigrationRun",
     "TagAlias",

backend/app/models/image_provenance.py

@@ -1,14 +1,18 @@
 """ImageProvenance — links an ImageRecord to a Post.
 
-Many-to-one (one image, many provenance rows) enables the enrich-on-duplicate
+One image can have many provenance rows — different posts each contribute
-rule (spec §3): when a downloaded image is a pHash dupe of an existing
+metadata (enrich-on-duplicate rule, spec §3: a downloaded image that is a
-record, we append a new provenance row to the existing record rather than
+pHash dupe of an existing record gets a NEW provenance row for the new post
-dropping the metadata.
+appended, rather than the metadata being dropped). But the (image, post)
+pair is unique — alembic 0021 enforces uq_image_provenance_image_post
+after operator-flagged 2026-05-26 saw _apply_sidecar's existence-check +
+INSERT race plant duplicates that then broke .scalar_one_or_none() on
+every later deep-scan rederive (MultipleResultsFound).
 """
 
 from datetime import datetime
 
-from sqlalchemy import JSON, DateTime, ForeignKey, Integer, func
+from sqlalchemy import JSON, DateTime, ForeignKey, Integer, UniqueConstraint, func
 from sqlalchemy.orm import Mapped, mapped_column
 
 from .base import Base
@@ -16,6 +20,12 @@ from .base import Base
 
 class ImageProvenance(Base):
     __tablename__ = "image_provenance"
+    __table_args__ = (
+        UniqueConstraint(
+            "image_record_id", "post_id",
+            name="uq_image_provenance_image_post",
+        ),
+    )
 
     id: Mapped[int] = mapped_column(Integer, primary_key=True)
     image_record_id: Mapped[int] = mapped_column(

backend/app/models/library_audit_run.py

@@ -0,0 +1,37 @@
+"""LibraryAuditRun — async transparency / single_color audit lifecycle.
+
+State machine: running → ready → applied / cancelled / error.
+matched_ids JSONB is appended-to by scan_library_for_rule; apply_audit_run
+reads it and routes through cleanup_service.delete_images.
+"""
+
+from datetime import datetime
+from typing import Any
+
+from sqlalchemy import DateTime, Integer, String, Text, func
+from sqlalchemy.dialects.postgresql import JSONB
+from sqlalchemy.orm import Mapped, mapped_column
+
+from .base import Base
+
+
+class LibraryAuditRun(Base):
+    __tablename__ = "library_audit_run"
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    rule: Mapped[str] = mapped_column(String(32), nullable=False, index=True)
+    params: Mapped[dict[str, Any]] = mapped_column(JSONB, nullable=False)
+    status: Mapped[str] = mapped_column(
+        String(16), nullable=False, default="running", index=True,
+    )
+    # running | ready | applied | cancelled | error
+    started_at: Mapped[datetime] = mapped_column(
+        DateTime(timezone=True), nullable=False, server_default=func.now(),
+    )
+    finished_at: Mapped[datetime | None] = mapped_column(
+        DateTime(timezone=True), nullable=True,
+    )
+    scanned_count: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
+    matched_count: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
+    matched_ids: Mapped[list[int]] = mapped_column(JSONB, nullable=False, default=list)
+    error: Mapped[str | None] = mapped_column(Text, nullable=True)

backend/app/models/tag.py

@@ -35,8 +35,10 @@ class TagKind(StrEnum):
     series = "series"
     archive = "archive"
     post = "post"
-    meta = "meta"
+    # `meta` and `rating` retired by operator 2026-05-26 (alembic 0023).
-    rating = "rating"
+    # `artist` retired in FC-2d-vii-c — artists are first-class entities
+    # via Artist/Source rows now, not tags — but the enum value stays
+    # to keep historic tag rows queryable.
 
 
 image_tag = Table(

backend/app/services/artist_service.py

@@ -111,12 +111,22 @@ class ArtistService:
             )
         ).all()
 
+        post_count = (
+            await self.session.execute(
+                select(func.count(func.distinct(Post.id)))
+                .select_from(Post)
+                .join(Source, Source.id == Post.source_id)
+                .where(Source.artist_id == aid)
+            )
+        ).scalar_one()
+
         return {
             "id": artist.id,
             "name": artist.name,
             "slug": artist.slug,
             "is_subscription": bool(artist.is_subscription),
             "image_count": int(image_count),
+            "post_count": int(post_count),
             "date_range": {
                 "min": dmin.isoformat() if dmin else None,
                 "max": dmax.isoformat() if dmax else None,

backend/app/services/audits/__init__.py

@@ -0,0 +1,6 @@
+"""Audit rule modules. Each module exposes evaluate(pil_image, **params) -> bool.
+
+The retroactive library-cleanup tab and (future) import-time filter logic
+both consume these. Importers should NOT inline rule logic going forward;
+add the rule here and call from both sides.
+"""

backend/app/services/audits/single_color.py

@@ -0,0 +1,53 @@
+"""Single-color audit: matches images where one color dominates beyond
+the threshold (within the given Euclidean RGB tolerance). The first
+canonical implementation — the import-side filter (SkipReason.single_color)
+was never wired; FC-Cleanup's audit module is the source of truth and a
+future spec can adopt it on the import path too.
+"""
+
+from PIL import Image
+
+_THUMB_SIZE = (64, 64)
+
+
+def evaluate(
+    pil_image,
+    *,
+    threshold: float,
+    tolerance: int,
+) -> bool:
+    """True iff the fraction of pixels within `tolerance` (Euclidean RGB
+    distance) of the dominant color exceeds `threshold`.
+
+    Downsamples to 64x64 for speed (~4ms regardless of source size).
+    Alpha channels are stripped; only RGB is considered. Animated images
+    use frame 0 (PIL's default after Image.open without seek).
+    """
+    im = pil_image
+    if im.mode == "RGBA":
+        im = im.convert("RGB")
+    elif im.mode not in ("RGB", "L"):
+        im = im.convert("RGB")
+    if im.size != _THUMB_SIZE:
+        im = im.resize(_THUMB_SIZE, Image.Resampling.BILINEAR)
+    pixels = list(im.getdata())
+    if not pixels:
+        return False
+    # Normalize L-mode pixels to RGB tuples for distance math.
+    if isinstance(pixels[0], int):
+        pixels = [(p, p, p) for p in pixels]
+    # Dominant color = mean RGB.
+    n = len(pixels)
+    sum_r = sum(p[0] for p in pixels)
+    sum_g = sum(p[1] for p in pixels)
+    sum_b = sum(p[2] for p in pixels)
+    dom = (sum_r / n, sum_g / n, sum_b / n)
+    tol_sq = tolerance * tolerance
+    within = 0
+    for r, g, b in pixels:
+        dr = r - dom[0]
+        dg = g - dom[1]
+        db = b - dom[2]
+        if dr * dr + dg * dg + db * db <= tol_sq:
+            within += 1
+    return (within / n) > threshold

backend/app/services/audits/transparency.py

@@ -0,0 +1,27 @@
+"""Transparency audit: matches images whose transparent-pixel fraction
+exceeds the threshold. Animated images short-circuit (skipped) to avoid
+the multi-frame PIL decode that hits Celery's hard time limit."""
+
+
+def evaluate(pil_image, *, threshold: float) -> bool:
+    """True iff the image's transparent-pixel fraction exceeds threshold.
+
+    False for non-alpha modes and animated images. Mirrors the import-side
+    Importer._transparency_pct logic so retroactive enforcement matches
+    prospective filtering.
+    """
+    if getattr(pil_image, "is_animated", False):
+        return False
+    if pil_image.mode not in ("RGBA", "LA") and not (
+        pil_image.mode == "P" and "transparency" in pil_image.info
+    ):
+        return False
+    im = pil_image
+    if im.mode != "RGBA":
+        im = im.convert("RGBA")
+    alpha = im.getchannel("A")
+    histogram = alpha.histogram()
+    transparent = histogram[0]
+    total = sum(histogram)
+    pct = transparent / total if total else 0.0
+    return pct > threshold

backend/app/services/cleanup_service.py

@@ -12,12 +12,14 @@ re-exports from this module and then delete the wrapper.
 """
 from __future__ import annotations
 
+from datetime import UTC, datetime
 from pathlib import Path
+from typing import Any
 
-from sqlalchemy import func, select
+from sqlalchemy import func, select, update
 from sqlalchemy.orm import Session
 
-from ..models import Artist, ImageRecord, Tag
+from ..models import Artist, ImageRecord, LibraryAuditRun, Tag
 from ..models.series_page import SeriesPage
 from ..models.tag import image_tag
 
@@ -365,3 +367,146 @@ def prune_unused_tags(session: Session, *, dry_run: bool = False) -> dict:
         )
         session.commit()
     return {"deleted": len(ids), "sample_names": sample}
+
+
+# ---------------------------------------------------------------------------
+# FC-Cleanup additions (2026-05-26): retroactive audit of import-filter rules.
+# ---------------------------------------------------------------------------
+
+_MIN_DIM_SAMPLE_CAP = 50
+
+
+def project_min_dimension_violations(
+    session: Session, *, min_width: int, min_height: int,
+) -> dict:
+    """Return {count, sample_ids} for image_record rows with width or
+    height below the thresholds. Synchronous SQL — no PIL inspection
+    needed since width/height are stored columns."""
+    base = select(ImageRecord.id).where(
+        (ImageRecord.width < min_width) | (ImageRecord.height < min_height)
+    )
+    count = session.execute(
+        select(func.count()).select_from(base.subquery())
+    ).scalar_one()
+    sample_ids = session.execute(
+        base.order_by(ImageRecord.id).limit(_MIN_DIM_SAMPLE_CAP)
+    ).scalars().all()
+    return {"count": count, "sample_ids": list(sample_ids)}
+
+
+def delete_min_dimension_violations(
+    session: Session, *, min_width: int, min_height: int, images_root: Path,
+) -> int:
+    """Delete every image_record where width<min_w OR height<min_h.
+    Routes through delete_images so file-unlink + cascading FKs
+    (image_tag / image_provenance / etc.) are handled uniformly."""
+    ids = session.execute(
+        select(ImageRecord.id).where(
+            (ImageRecord.width < min_width) | (ImageRecord.height < min_height)
+        )
+    ).scalars().all()
+    if not ids:
+        return 0
+    result = delete_images(
+        session, image_ids=list(ids), images_root=images_root,
+    )
+    return result["images_deleted"]
+
+
+# ---------------------------------------------------------------------------
+# Audit lifecycle (transparency + single_color async scans).
+# ---------------------------------------------------------------------------
+
+
+class AuditAlreadyRunning(Exception):
+    """Another audit_run is currently in status='running' — wait or
+    cancel it before starting a new one. Surfaces as HTTP 409 in the
+    /api/cleanup/audit POST endpoint."""
+
+
+class AuditNotReady(Exception):
+    """apply_audit_run called on an audit whose status is not 'ready'."""
+
+
+class ConfirmTokenMismatch(Exception):
+    """Operator-supplied confirm token did not match server-recomputed token."""
+
+
+_VALID_RULES = ("transparency", "single_color")
+
+
+def start_audit_run(
+    session: Session, *, rule: str, params: dict[str, Any],
+) -> int:
+    """Create a LibraryAuditRun row in status='running' and dispatch the
+    scan_library_for_rule Celery task. Returns the new audit_id.
+
+    Concurrent-runs guard: raises AuditAlreadyRunning if any audit_run
+    has status='running'. Operator must cancel or wait."""
+    if rule not in _VALID_RULES:
+        raise ValueError(f"unknown rule {rule!r}; expected one of {_VALID_RULES}")
+    existing = session.execute(
+        select(LibraryAuditRun.id).where(LibraryAuditRun.status == "running")
+    ).scalar_one_or_none()
+    if existing is not None:
+        raise AuditAlreadyRunning(existing)
+    audit = LibraryAuditRun(
+        rule=rule,
+        params=params,
+        status="running",
+        scanned_count=0,
+        matched_count=0,
+        matched_ids=[],
+    )
+    session.add(audit)
+    session.flush()
+    audit_id = audit.id
+    # Dispatch after flush so audit_id is populated; commit happens in
+    # the API handler so the audit row + dispatch are visible together.
+    from ..tasks.library_audit import scan_library_for_rule
+    scan_library_for_rule.delay(audit_id)
+    return audit_id
+
+
+def apply_audit_run(
+    session: Session, *, audit_id: int, confirm_token: str, images_root: Path,
+) -> int:
+    """Delete all images in audit_run.matched_ids after confirming token.
+    Marks audit status='applied'. Routes through delete_images so files
+    + cascading FK rows are handled uniformly."""
+    audit = session.execute(
+        select(LibraryAuditRun).where(LibraryAuditRun.id == audit_id)
+    ).scalar_one_or_none()
+    if audit is None:
+        raise ValueError(f"audit_run {audit_id} not found")
+    if audit.status != "ready":
+        raise AuditNotReady(audit.status)
+    # Token format matches modal/DestructiveConfirmModal.vue convention:
+    # ${action}-${kind}-${runId}. The modal hardcodes action ∈ {'restore',
+    # 'delete'}; "apply audit" is semantically a delete of the matched
+    # images, so we use 'delete-audit-<id>' (not 'apply-audit-<id>').
+    expected = f"delete-audit-{audit_id}"
+    if confirm_token != expected:
+        raise ConfirmTokenMismatch(expected)
+    ids = list(audit.matched_ids or [])
+    deleted = 0
+    if ids:
+        result = delete_images(session, image_ids=ids, images_root=images_root)
+        deleted = result["images_deleted"]
+    session.execute(
+        update(LibraryAuditRun)
+        .where(LibraryAuditRun.id == audit_id)
+        .values(status="applied", finished_at=datetime.now(UTC))
+    )
+    return deleted
+
+
+def cancel_audit_run(session: Session, *, audit_id: int) -> None:
+    """Flip a running audit_run to 'cancelled'. The scan task checks
+    for status=='cancelled' between batches and exits cleanly."""
+    session.execute(
+        update(LibraryAuditRun)
+        .where(LibraryAuditRun.id == audit_id)
+        .where(LibraryAuditRun.status == "running")
+        .values(status="cancelled", finished_at=datetime.now(UTC))
+    )

backend/app/services/extension_service.py

@@ -11,6 +11,7 @@ from __future__ import annotations
 import re
 
 from sqlalchemy import select
+from sqlalchemy.exc import IntegrityError
 from sqlalchemy.ext.asyncio import AsyncSession
 
 from ..models import Artist, Source
@@ -97,20 +98,40 @@ class ExtensionService:
         raise UnknownPlatformError(f"no platform pattern matched {url!r}")
 
     async def _find_or_create_artist(self, raw_name: str) -> tuple[Artist, bool]:
+        """Race-safe find-or-create on Artist by slug. Mirrors the
+        savepoint + IntegrityError recovery pattern used in
+        Importer._find_or_create_source/post (see
+        reference_scalar_one_or_none_duplicates memory). Without this,
+        two concurrent quick-add-source calls hitting the same artist
+        would both miss the existence check and the second INSERT would
+        500 against uq_artist_slug.
+        """
         slug = slugify(raw_name)
         existing = (await self.session.execute(
             select(Artist).where(Artist.slug == slug)
         )).scalar_one_or_none()
         if existing is not None:
             return existing, False
-        artist = Artist(name=raw_name, slug=slug, is_subscription=True)
+        sp = await self.session.begin_nested()
-        self.session.add(artist)
+        try:
-        await self.session.flush()
+            artist = Artist(name=raw_name, slug=slug, is_subscription=True)
-        return artist, True
+            self.session.add(artist)
+            await self.session.flush()
+            await sp.commit()
+            return artist, True
+        except IntegrityError:
+            await sp.rollback()
+            recovered = (await self.session.execute(
+                select(Artist).where(Artist.slug == slug)
+            )).scalar_one()
+            return recovered, False
 
     async def _find_or_create_source(
         self, *, artist_id: int, platform: str, url: str,
     ) -> tuple[Source, bool]:
+        """Race-safe — same pattern as _find_or_create_artist above. The
+        uq_source_artist_platform_url constraint catches the duplicate
+        insert; we roll the savepoint back and re-select."""
         existing = (await self.session.execute(
             select(Source).where(
                 Source.artist_id == artist_id,
@@ -120,8 +141,24 @@ class ExtensionService:
         )).scalar_one_or_none()
         if existing is not None:
             return existing, False
-        src = Source(artist_id=artist_id, platform=platform, url=url, enabled=True)
+        sp = await self.session.begin_nested()
-        self.session.add(src)
+        try:
-        await self.session.flush()
+            src = Source(
+                artist_id=artist_id, platform=platform,
+                url=url, enabled=True,
+            )
+            self.session.add(src)
+            await self.session.flush()
+            await sp.commit()
+        except IntegrityError:
+            await sp.rollback()
+            recovered = (await self.session.execute(
+                select(Source).where(
+                    Source.artist_id == artist_id,
+                    Source.platform == platform,
+                    Source.url == url,
+                )
+            )).scalar_one()
+            return recovered, False
         await self.session.commit()
         return src, True

backend/app/services/importer.py

@@ -18,6 +18,7 @@ from pathlib import Path
 
 from PIL import Image
 from sqlalchemy import select
+from sqlalchemy.exc import IntegrityError
 from sqlalchemy.orm import Session
 
 from ..models import (
@@ -202,6 +203,136 @@ class Importer:
                 (phash, width or 0, height or 0, image_id)
             )
 
+    def _find_or_create_source(
+        self, *, artist_id: int, platform: str, url: str,
+    ) -> Source:
+        """Race-safe find-or-create on `source` keyed by
+        (artist_id, platform, url) — the same key as the
+        `uq_source_artist_platform_url` constraint.
+
+        Two concurrent workers processing different files in the same
+        post can both find no existing Source row then both INSERT,
+        which trips the unique constraint and poisons the session with
+        `psycopg.errors.UniqueViolation`. Operator-flagged 2026-05-26.
+
+        Pattern: select; if absent, open a savepoint and INSERT.
+        On IntegrityError, roll the savepoint back (NOT the outer
+        transaction, which would lose the surrounding scan's progress)
+        and re-select — the concurrent op just created the row we
+        wanted, so the second select will find it.
+        """
+        existing = self.session.execute(
+            select(Source).where(
+                Source.artist_id == artist_id,
+                Source.platform == platform,
+                Source.url == url,
+            )
+        ).scalar_one_or_none()
+        if existing is not None:
+            return existing
+        sp = self.session.begin_nested()
+        try:
+            row = Source(artist_id=artist_id, platform=platform, url=url)
+            self.session.add(row)
+            self.session.flush()
+            sp.commit()
+            return row
+        except IntegrityError:
+            sp.rollback()
+            return self.session.execute(
+                select(Source).where(
+                    Source.artist_id == artist_id,
+                    Source.platform == platform,
+                    Source.url == url,
+                )
+            ).scalar_one()
+
+    def _source_for_sidecar(
+        self, *, artist_id: int, platform: str, artist_slug: str,
+    ) -> Source:
+        """Filesystem-import sidecar Source resolver.
+
+        Source represents a subscription feed (one per artist+platform — the
+        gallery-dl URL polled by the FC-3 downloader). The filesystem importer
+        used to call _find_or_create_source(url=sd.post_url), which created
+        one Source row per post URL — 100s of junk Sources per artist, all
+        with enabled=True, polluting the artist detail page and tricking the
+        subscription checker into trying to poll patreon post URLs as feeds.
+        Operator-flagged 2026-05-26.
+
+        New behaviour: if any Source row exists for (artist_id, platform),
+        reuse it regardless of its URL — the artist's real subscription Source
+        (created by the downloader / extension / UI) is the canonical
+        attachment point for filesystem-imported posts. If none exists, create
+        ONE synthetic anchor with url='sidecar:<platform>:<artist_slug>' and
+        enabled=False (so the subscription checker doesn't poll it).
+        """
+        existing = self.session.execute(
+            select(Source)
+            .where(
+                Source.artist_id == artist_id,
+                Source.platform == platform,
+            )
+            .order_by(Source.id.asc())
+            .limit(1)
+        ).scalar_one_or_none()
+        if existing is not None:
+            return existing
+        synthetic_url = f"sidecar:{platform}:{artist_slug}"
+        sp = self.session.begin_nested()
+        try:
+            row = Source(
+                artist_id=artist_id,
+                platform=platform,
+                url=synthetic_url,
+                enabled=False,
+            )
+            self.session.add(row)
+            self.session.flush()
+            sp.commit()
+            return row
+        except IntegrityError:
+            sp.rollback()
+            return self.session.execute(
+                select(Source)
+                .where(
+                    Source.artist_id == artist_id,
+                    Source.platform == platform,
+                )
+                .order_by(Source.id.asc())
+                .limit(1)
+            ).scalar_one()
+
+    def _find_or_create_post(
+        self, *, source_id: int, external_post_id: str,
+    ) -> Post:
+        """Race-safe find-or-create on `post` keyed by
+        (source_id, external_post_id). Mirrors `_find_or_create_source`
+        — same savepoint + IntegrityError-recovery pattern."""
+        existing = self.session.execute(
+            select(Post).where(
+                Post.source_id == source_id,
+                Post.external_post_id == external_post_id,
+            )
+        ).scalar_one_or_none()
+        if existing is not None:
+            return existing
+        sp = self.session.begin_nested()
+        try:
+            row = Post(source_id=source_id, external_post_id=external_post_id)
+            self.session.add(row)
+            self.session.flush()
+            sp.commit()
+            return row
+        except IntegrityError:
+            sp.rollback()
+            return self.session.execute(
+                select(Post).where(
+                    Post.source_id == source_id,
+                    Post.external_post_id == external_post_id,
+                )
+            ).scalar_one()
+
     def import_one(self, source: Path) -> ImportResult:
         """Dispatch by kind. Media → normal pipeline. Archive → extract
         media members (one Post via the archive-adjacent sidecar) and
@@ -240,30 +371,13 @@ class Importer:
             return None
         sd = parse_sidecar(data)
         platform = sd.platform or "unknown"
-        url = sd.post_url or f"sidecar:{platform}"
+        src = self._source_for_sidecar(
-        src = self.session.execute(
+            artist_id=artist.id, platform=platform, artist_slug=artist.slug,
-            select(Source).where(
+        )
-                Source.artist_id == artist.id,
-                Source.platform == platform,
-                Source.url == url,
-            )
-        ).scalar_one_or_none()
-        if src is None:
-            src = Source(artist_id=artist.id, platform=platform, url=url)
-            self.session.add(src)
-            self.session.flush()
         epid = sd.external_post_id or sc.stem
-        post = self.session.execute(
+        return self._find_or_create_post(
-            select(Post).where(
+            source_id=src.id, external_post_id=epid,
-                Post.source_id == src.id,
+        )
-                Post.external_post_id == epid,
-            )
-        ).scalar_one_or_none()
-        if post is None:
-            post = Post(source_id=src.id, external_post_id=epid)
-            self.session.add(post)
-            self.session.flush()
-        return post
 
     def _capture_attachment(
         self, source: Path, *, post: Post | None = None,
@@ -704,30 +818,15 @@ class Importer:
             src = explicit_source
         else:
             platform = sd.platform or "unknown"
-            url = sd.post_url or f"sidecar:{platform}"
+            src = self._source_for_sidecar(
-            src = self.session.execute(
+                artist_id=artist.id, platform=platform,
-                select(Source).where(
+                artist_slug=artist.slug,
-                    Source.artist_id == artist.id,
+            )
-                    Source.platform == platform,
-                    Source.url == url,
-                )
-            ).scalar_one_or_none()
-            if src is None:
-                src = Source(artist_id=artist.id, platform=platform, url=url)
-                self.session.add(src)
-                self.session.flush()
 
         epid = sd.external_post_id or sc.stem
-        post = self.session.execute(
+        post = self._find_or_create_post(
-            select(Post).where(
+            source_id=src.id, external_post_id=epid,
-                Post.source_id == src.id,
+        )
-                Post.external_post_id == epid,
-            )
-        ).scalar_one_or_none()
-        if post is None:
-            post = Post(source_id=src.id, external_post_id=epid)
-            self.session.add(post)
-            self.session.flush()
         if sd.post_url is not None:
             post.post_url = sd.post_url
         if sd.post_title is not None:
@@ -740,6 +839,15 @@ class Importer:
             post.attachment_count = sd.attachment_count
         post.raw_metadata = sd.raw
 
+        # Race-safe (image_record_id, post_id) upsert — mirrors the
+        # _find_or_create_source/post savepoint pattern. The plain
+        # SELECT-then-INSERT pattern lost a race when two workers ran
+        # _apply_sidecar on the same (image, post) pair (e.g. the 5-min
+        # recovery sweep re-enqueued a still-running long import), planting
+        # duplicates that then broke .scalar_one_or_none() on every later
+        # deep-scan rederive (MultipleResultsFound). Alembic 0021 adds the
+        # uq_image_provenance_image_post UNIQUE so this savepoint actually
+        # trips on collision.
         exists = self.session.execute(
             select(ImageProvenance.id).where(
                 ImageProvenance.image_record_id == record.id,
@@ -747,14 +855,20 @@ class Importer:
             )
         ).scalar_one_or_none()
         if exists is None:
-            self.session.add(
+            sp = self.session.begin_nested()
-                ImageProvenance(
+            try:
-                    image_record_id=record.id,
+                self.session.add(
-                    post_id=post.id,
+                    ImageProvenance(
-                    source_id=src.id,
+                        image_record_id=record.id,
-                    captured_metadata=sd.raw,
+                        post_id=post.id,
+                        source_id=src.id,
+                        captured_metadata=sd.raw,
+                    )
                 )
-            )
+                self.session.flush()
+                sp.commit()
+            except IntegrityError:
+                sp.rollback()
         if record.primary_post_id is None:
             record.primary_post_id = post.id
         self.session.flush()
@@ -860,8 +974,26 @@ class Importer:
                 pass
 
     def _transparency_pct(self, source: Path) -> float:
-        """Fraction of fully-transparent pixels in the image. 0.0 if no alpha."""
+        """Fraction of fully-transparent pixels in the image. 0.0 if no alpha.
+
+        For animated formats (multi-frame WebP / GIF / APNG), short-circuit
+        to 0.0 instead of decoding every frame. PIL's `getchannel("A")`
+        forces a full decode of all frames in an animated image, which for
+        a large animated WebP takes 5+ minutes and blows past the Celery
+        soft+hard time limits (300s/360s → SIGKILL). Operator-flagged
+        2026-05-26. Transparency analysis on a multi-frame image isn't
+        meaningful for art-curation purposes anyway — different frames
+        have different alpha — so the existing too_transparent skip rule
+        is bypassed entirely for animated content.
+        """
         with Image.open(source) as im:
+            if getattr(im, "is_animated", False):
+                log.info(
+                    "skipping transparency check for animated image %s "
+                    "(n_frames=%d) — avoids multi-frame decode timeout",
+                    source, getattr(im, "n_frames", 0),
+                )
+                return 0.0
             if im.mode not in ("RGBA", "LA") and not (
                 im.mode == "P" and "transparency" in im.info
             ):

backend/app/services/post_feed_service.py

@@ -109,7 +109,10 @@ class PostFeedService:
         if row is None:
             return None
         post, artist, source = row
-        thumbs_map = await self._thumbnails_for([post.id])
+        # Detail endpoint returns the FULL image list for PostModal's
+        # masonry grid — feed query still caps at THUMBNAIL_LIMIT via
+        # the default arg.
+        thumbs_map = await self._thumbnails_for([post.id], limit=None)
         atts_map = await self._attachments_for([post.id])
         item = self._to_dict(post, artist, source, thumbs_map, atts_map)
         item["description_full"] = html_to_plain(post.description)
@@ -117,15 +120,21 @@ class PostFeedService:
 
     # --- composition helpers ---------------------------------------------
 
-    async def _thumbnails_for(self, post_ids: list[int]) -> dict[int, dict]:
+    async def _thumbnails_for(
-        """post_id -> {"thumbs": [...up to 6], "more": int}.
+        self, post_ids: list[int], *, limit: int | None = THUMBNAIL_LIMIT,
+    ) -> dict[int, dict]:
+        """post_id -> {"thumbs": [...up to limit], "more": int}.
 
-        Selects THUMBNAIL_LIMIT+1 images per post via window function so we
+        Selects up to `limit` images per post via window function so we
-        can detect overflow in a single query.
+        can detect overflow in a single query. Pass `limit=None` to
+        return ALL thumbnails per post (used by `get_post` for PostModal's
+        masonry grid; the feed pass keeps the default cap so payloads
+        stay small).
         """
         if not post_ids:
             return {}
-        # Rank images within each post and fetch only the top THUMBNAIL_LIMIT+1.
+        # Rank images within each post; cap at `limit` rows per post when
+        # limit is set, return all when limit is None.
         ranked = (
             select(
                 ImageRecord.id,
@@ -143,12 +152,13 @@ class PostFeedService:
             .where(ImageRecord.primary_post_id.in_(post_ids))
             .subquery()
         )
-        rows = (await self.session.execute(
+        stmt = select(
-            select(
+            ranked.c.id, ranked.c.primary_post_id,
-                ranked.c.id, ranked.c.primary_post_id,
+            ranked.c.sha256, ranked.c.mime, ranked.c.total,
-                ranked.c.sha256, ranked.c.mime, ranked.c.total,
+        )
-            ).where(ranked.c.rn <= THUMBNAIL_LIMIT)
+        if limit is not None:
-        )).all()
+            stmt = stmt.where(ranked.c.rn <= limit)
+        rows = (await self.session.execute(stmt)).all()
 
         out: dict[int, dict] = {pid: {"thumbs": [], "more": 0} for pid in post_ids}
         for img_id, pid, sha, mime, total in rows:

backend/app/tasks/library_audit.py

@@ -0,0 +1,167 @@
+"""scan_library_for_rule Celery task — iterates image_record in keyset-
+paginated batches, evaluates the audit rule per image, populates
+LibraryAuditRun.matched_ids. Runs on the maintenance queue with a 2h soft
+time limit (plenty of margin for 100k+ image libraries at ~100ms PIL
+decode + histogram per image).
+
+State machine:
+  start: status='running'
+  end success: status='ready'
+  end error: status='error', error=traceback
+  oversize: status='error', error='matched too many images; tighten threshold'
+  external cancel: scan sees status='cancelled' between batches, exits.
+"""
+
+import logging
+import traceback
+from datetime import UTC, datetime
+
+from celery.exceptions import SoftTimeLimitExceeded
+from PIL import Image
+from sqlalchemy import select, update
+from sqlalchemy.exc import DBAPIError, OperationalError
+
+from ..celery_app import celery
+from ..models import ImageRecord, LibraryAuditRun
+from ..services.audits import single_color, transparency
+from ._sync_engine import sync_session_factory as _sync_session_factory
+
+log = logging.getLogger(__name__)
+
+_BATCH = 500
+_PROGRESS_TICK = 100
+_MAX_MATCHED = 50_000
+
+_RULES = {
+    "transparency": transparency.evaluate,
+    "single_color": single_color.evaluate,
+}
+
+
+@celery.task(
+    name="backend.app.tasks.library_audit.scan_library_for_rule",
+    bind=True,
+    autoretry_for=(OperationalError, DBAPIError),
+    retry_backoff=5,
+    retry_backoff_max=60,
+    retry_jitter=True,
+    max_retries=3,
+    soft_time_limit=7200,
+    time_limit=7500,
+)
+def scan_library_for_rule(self, audit_id: int) -> dict:
+    """See module docstring. Returns a small summary dict for eager-mode
+    test assertions (real workers ignore the return value)."""
+    SessionLocal = _sync_session_factory()
+    try:
+        with SessionLocal() as session:
+            audit = session.get(LibraryAuditRun, audit_id)
+            if audit is None:
+                return {"audit_id": audit_id, "status": "missing"}
+            evaluate = _RULES.get(audit.rule)
+            if evaluate is None:
+                _mark_error(session, audit_id, f"unknown rule {audit.rule!r}")
+                return {"audit_id": audit_id, "status": "error"}
+            params = dict(audit.params or {})
+            matched: list[int] = []
+            scanned = 0
+            last_id = 0
+            while True:
+                # Cancellation check between batches.
+                current_status = session.execute(
+                    select(LibraryAuditRun.status)
+                    .where(LibraryAuditRun.id == audit_id)
+                ).scalar_one()
+                if current_status == "cancelled":
+                    return {"audit_id": audit_id, "status": "cancelled"}
+                rows = session.execute(
+                    select(ImageRecord.id, ImageRecord.path)
+                    .where(ImageRecord.id > last_id)
+                    .where(ImageRecord.mime.like("image/%"))
+                    .order_by(ImageRecord.id.asc())
+                    .limit(_BATCH)
+                ).all()
+                if not rows:
+                    break
+                for image_id, image_path in rows:
+                    last_id = image_id
+                    scanned += 1
+                    try:
+                        with Image.open(image_path) as im:
+                            try:
+                                if evaluate(im, **params):
+                                    matched.append(image_id)
+                            except Exception as exc:  # noqa: BLE001
+                                log.warning(
+                                    "audit %s: rule evaluate failed on %s: %s",
+                                    audit_id, image_path, exc,
+                                )
+                    except FileNotFoundError:
+                        log.warning(
+                            "audit %s: image_record %s file missing at %s; skipping",
+                            audit_id, image_id, image_path,
+                        )
+                    except OSError as exc:
+                        log.warning(
+                            "audit %s: PIL load failed for %s: %s",
+                            audit_id, image_path, exc,
+                        )
+                    if len(matched) > _MAX_MATCHED:
+                        _mark_error(
+                            session, audit_id,
+                            f"matched > {_MAX_MATCHED} images; "
+                            "tighten threshold and re-run",
+                        )
+                        return {"audit_id": audit_id, "status": "error"}
+                    if scanned % _PROGRESS_TICK == 0:
+                        session.execute(
+                            update(LibraryAuditRun)
+                            .where(LibraryAuditRun.id == audit_id)
+                            .values(scanned_count=scanned)
+                        )
+                        session.commit()
+            # Final state.
+            session.execute(
+                update(LibraryAuditRun)
+                .where(LibraryAuditRun.id == audit_id)
+                .values(
+                    scanned_count=scanned,
+                    matched_count=len(matched),
+                    matched_ids=matched,
+                    status="ready",
+                    finished_at=datetime.now(UTC),
+                )
+            )
+            session.commit()
+            return {
+                "audit_id": audit_id,
+                "status": "ready",
+                "scanned": scanned,
+                "matched": len(matched),
+            }
+    except SoftTimeLimitExceeded:
+        with SessionLocal() as session:
+            _mark_error(session, audit_id, "soft_time_limit exceeded (>7200s)")
+        raise
+    except (OperationalError, DBAPIError):
+        # Retryable per the decorator; leave row in 'running' and let
+        # autoretry try again. Recovery sweep catches if all retries fail.
+        raise
+    except Exception:  # noqa: BLE001
+        tb = traceback.format_exc()
+        with SessionLocal() as session:
+            _mark_error(session, audit_id, tb)
+        raise
+
+
+def _mark_error(session, audit_id: int, error_msg: str) -> None:
+    session.execute(
+        update(LibraryAuditRun)
+        .where(LibraryAuditRun.id == audit_id)
+        .values(
+            status="error",
+            error=error_msg,
+            finished_at=datetime.now(UTC),
+        )
+    )
+    session.commit()

backend/app/tasks/maintenance.py

@@ -54,41 +54,40 @@ def recover_interrupted_tasks() -> int:
     processing_cutoff = now - timedelta(minutes=STUCK_THRESHOLD_MINUTES)
     orphan_cutoff = now - timedelta(minutes=ORPHAN_PENDING_THRESHOLD_MINUTES)
     with SessionLocal() as session:
-        stuck_ids = session.execute(
+        # Both sweeps used to be SELECT ids → UPDATE WHERE id IN (...) which
-            select(ImportTask.id)
+        # blew past psycopg's 65535-parameter ceiling once a sweep covered
+        # tens of thousands of rows (operator hit it 2026-05-26 after the
+        # /import deep scan piled up orphans). Folding the SELECT into the
+        # UPDATE eliminates the IN-list entirely. RETURNING gives us back
+        # exactly the ids that flipped so the stuck sweep can still
+        # .delay() each one.
+        stuck_result = session.execute(
+            update(ImportTask)
             .where(ImportTask.status == "processing")
             .where(ImportTask.started_at < processing_cutoff)
-        ).scalars().all()
+            .values(
+                status="queued",
+                started_at=None,
+                error="recovered from stuck state",
+            )
+            .returning(ImportTask.id)
+        )
+        stuck_ids = [row[0] for row in stuck_result.all()]
 
-        orphan_ids = session.execute(
+        orphan_result = session.execute(
-            select(ImportTask.id)
+            update(ImportTask)
             .where(ImportTask.status.in_(["pending", "queued"]))
             .where(ImportTask.created_at < orphan_cutoff)
-        ).scalars().all()
+            .values(
-
+                status="failed",
-        if not stuck_ids and not orphan_ids:
+                error=(
-            return 0
+                    "orphan pending/queued swept by recover_interrupted_tasks "
-
+                    "(scanner likely crashed mid-enqueue); retry via "
-        if stuck_ids:
+                    "/api/import/retry-failed"
-            session.execute(
+                ),
-                update(ImportTask)
-                .where(ImportTask.id.in_(stuck_ids))
-                .values(status="queued", started_at=None, error="recovered from stuck state")
-            )
-
-        if orphan_ids:
-            session.execute(
-                update(ImportTask)
-                .where(ImportTask.id.in_(orphan_ids))
-                .values(
-                    status="failed",
-                    error=(
-                        "orphan pending/queued swept by recover_interrupted_tasks "
-                        "(scanner likely crashed mid-enqueue); retry via "
-                        "/api/import/retry-failed"
-                    ),
-                )
             )
+        )
+        orphan_count = orphan_result.rowcount or 0
 
         session.commit()
 
@@ -97,7 +96,7 @@ def recover_interrupted_tasks() -> int:
             for tid in stuck_ids:
                 import_media_file.delay(tid)
 
-        return len(stuck_ids) + len(orphan_ids)
+        return len(stuck_ids) + orphan_count
 
 
 @celery.task(name="backend.app.tasks.maintenance.cleanup_old_tasks")

backend/app/tasks/thumbnail.py

@@ -17,6 +17,30 @@ from ._sync_engine import sync_session_factory as _sync_session_factory
 
 IMAGES_ROOT = Path("/images")
 
+THUMB_MAGIC_JPEG = b"\xff\xd8\xff"
+THUMB_MAGIC_PNG = b"\x89PNG\r\n\x1a\n"
+
+
+def _thumb_is_valid(path: Path) -> bool:
+    """Return True iff `path` exists and starts with a JPEG or PNG magic header.
+
+    The on-disk thumbnail format is set by services/thumbnailer.py — JPEG for
+    opaque sources, PNG for alpha sources. Anything else (missing file, OSError,
+    truncated, wrong magic) is invalid.
+    """
+    try:
+        with path.open("rb") as f:
+            head = f.read(12)
+    except OSError:
+        return False
+    if len(head) < 8:
+        return False
+    if head[:3] == THUMB_MAGIC_JPEG:
+        return True
+    if head[:8] == THUMB_MAGIC_PNG:
+        return True
+    return False
+
 
 @celery.task(
     name="backend.app.tasks.thumbnail.generate_thumbnail",
@@ -50,3 +74,58 @@ def generate_thumbnail(self, image_id: int) -> dict:
         session.add(record)
         session.commit()
         return {"status": "ok", "image_id": image_id, "path": str(result.path)}
+
+
+@celery.task(
+    name="backend.app.tasks.thumbnail.backfill_thumbnails",
+    bind=True,
+)
+def backfill_thumbnails(self) -> dict:
+    """Scan ImageRecord and enqueue generate_thumbnail for rows whose
+    thumbnail is missing, gone from disk, or has wrong magic bytes.
+
+    Keyset paginates by id ASC, page size 500. NULLs out thumbnail_path for
+    rows that point at a missing or corrupt file before enqueueing — keeps
+    the DB self-consistent on partial runs and makes re-runs safe.
+
+    Returns {"enqueued": N, "ok": M, "regenerated": K} where:
+      - enqueued = total generate_thumbnail.delay() calls
+      - ok       = rows whose existing thumbnail file is valid (skipped)
+      - regenerated = subset of enqueued that had a non-NULL thumbnail_path
+                      cleared (i.e. missing + corrupt)
+    """
+    from sqlalchemy import select, update
+
+    SessionLocal = _sync_session_factory()
+    enqueued = 0
+    ok = 0
+    regenerated = 0
+    last_id = 0
+    with SessionLocal() as session:
+        while True:
+            rows = session.execute(
+                select(ImageRecord.id, ImageRecord.thumbnail_path)
+                .where(ImageRecord.id > last_id)
+                .order_by(ImageRecord.id.asc())
+                .limit(500)
+            ).all()
+            if not rows:
+                break
+            for image_id, thumb_path in rows:
+                if thumb_path is None:
+                    generate_thumbnail.delay(image_id)
+                    enqueued += 1
+                elif _thumb_is_valid(Path(thumb_path)):
+                    ok += 1
+                else:
+                    session.execute(
+                        update(ImageRecord)
+                        .where(ImageRecord.id == image_id)
+                        .values(thumbnail_path=None)
+                    )
+                    generate_thumbnail.delay(image_id)
+                    enqueued += 1
+                    regenerated += 1
+            session.commit()
+            last_id = rows[-1][0]
+    return {"enqueued": enqueued, "ok": ok, "regenerated": regenerated}

backend/app/utils/phash.py

@@ -13,8 +13,21 @@ HASH_SIZE = 8
 
 def compute_phash(pil_image) -> str | None:
     """Perceptual hash of an opened PIL image, as a hex string. None on any
-    failure (videos/unreadable/non-image)."""
+    failure (videos/unreadable/non-image).
+
+    For animated images (multi-frame WebP/GIF/APNG), explicitly seek to
+    frame 0 first. Without this, some PIL operations downstream of
+    imagehash.phash (convert("L"), resize) can iterate all frames and
+    blow past Celery's hard time limit on large animations
+    (operator-flagged 2026-05-26 against animated WebPs). The pHash of
+    frame 0 is the conventional choice for animated content.
+    """
     try:
+        if getattr(pil_image, "is_animated", False):
+            try:
+                pil_image.seek(0)
+            except Exception:
+                pass
         return str(imagehash.phash(pil_image, hash_size=HASH_SIZE))
     except Exception:
         return None

backend/app/utils/sidecar.py

@@ -4,6 +4,7 @@ No per-platform branching: a small common key set with fallbacks; the
 full JSON is kept in raw so anything unmapped is recoverable later.
 """
 
+import re
 from dataclasses import dataclass
 from datetime import UTC, datetime
 from pathlib import Path
@@ -21,10 +22,28 @@ class SidecarData:
     raw: dict
 
 
+# gallery-dl prefixes media filenames with `NN_` for in-post ordering
+# (`01_HOLLOW-ICHIGO.png`, `02_HOLOW ICHIGO.zip`) but writes the sidecar
+# under the attachment's stem WITHOUT that ordering prefix
+# (`HOLLOW-ICHIGO.json`). Strip the prefix when looking for sidecars.
+# Confirmed against real Patreon downloads 2026-05-26 — without this
+# strip, every gallery-dl post-level sidecar was invisible to FC since
+# FC-3 shipped (24 deep-refresh calls produced 0 Posts in operator's DB).
+_NUMBERING_PREFIX = re.compile(r"^\d+_(.+)$")
+
+
 def find_sidecar(media: Path) -> Path | None:
+    # Attachment-level sidecars (image.jpg.json, image.json).
     for cand in (media.with_suffix(".json"), Path(str(media) + ".json")):
         if cand.is_file():
             return cand
+    # gallery-dl post-numbered convention: strip the `NN_` prefix from
+    # the stem and look for that.json in the same directory.
+    m = _NUMBERING_PREFIX.match(media.stem)
+    if m:
+        cand = media.parent / f"{m.group(1)}.json"
+        if cand.is_file():
+            return cand
     return None
 
 

backend/app/utils/tag_prefix.py

@@ -0,0 +1,46 @@
+"""Parse the user-facing `kind:name` shortcut used by the add-tag input.
+
+Mirrors IR's app/utils/tag_prefix.py. Tag.name in FC is stored bare;
+the `kind:` prefix only exists as an input convention at user-facing
+places (image-modal add-tag input, future bulk-add forms). The parser
+is the single owner of the kind-string list — anything not in
+KNOWN_KINDS keeps its colon as literal text.
+"""
+
+from __future__ import annotations
+
+# Kinds the user can type as a prefix at the input boundary.
+# Exclusions:
+#   - `general` is the default for un-prefixed input (never typed as prefix)
+#   - `archive`, `post` are system-managed
+#   - `artist` was retired in FC-2d-vii-c — artists are first-class
+#     entities (Artist row + ImageRecord.artist_id), browsed via the
+#     provenance axis rather than as tags. See project_provenance_separation.
+#   - `meta`, `rating` retired as user-typeable per operator 2026-05-26 —
+#     content classification only needs character/fandom/series.
+KNOWN_KINDS: frozenset[str] = frozenset({
+    "character",
+    "fandom",
+    "series",
+})
+
+
+def parse_kind_prefix(raw: str) -> tuple[str | None, str]:
+    """Split a raw user-typed tag string into (kind, name).
+
+    Returns (kind, name) where kind is lowercase canonical and in
+    KNOWN_KINDS, or (None, raw.strip()) if no recognized prefix is
+    present. `name` is always whitespace-stripped.
+
+    Examples:
+        parse_kind_prefix("character:Saber") -> ("character", "Saber")
+        parse_kind_prefix("Character:Saber") -> ("character", "Saber")
+        parse_kind_prefix("sunset")          -> (None, "sunset")
+        parse_kind_prefix("http://example")  -> (None, "http://example")
+        parse_kind_prefix("fandom: FSN ")    -> ("fandom", "FSN")
+    """
+    if ":" in raw:
+        prefix, rest = raw.split(":", 1)
+        if prefix.lower() in KNOWN_KINDS:
+            return prefix.lower(), rest.strip()
+    return None, raw.strip()

extension/manifest.json

@@ -1,7 +1,7 @@
 {
   "manifest_version": 3,
   "name": "FabledCurator",
-  "version": "1.0.3",
+  "version": "1.0.4",
   "description": "Export cookies from supported platforms to FabledCurator and add creators as sources in one click.",
 
   "browser_specific_settings": {
@@ -11,6 +11,11 @@
     }
   },
 
+  "content_security_policy": {
+    "_comment": "Override the MV3 default CSP to OMIT upgrade-insecure-requests. FC runs over plain HTTP per the homelab posture (feedback_homelab_http), and the default MV3 CSP would silently upgrade every fetch(http://curator.../...) to https:// and fail with NS_ERROR_GENERATE_FAILURE. Operator-flagged 2026-05-26 after the 'Test connection' button errored despite a working CORS preflight on the backend.",
+    "extension_pages": "script-src 'self'; object-src 'self';"
+  },
+
   "permissions": [
     "cookies",
     "storage",

extension/package.json

@@ -1,6 +1,6 @@
 {
   "name": "fabledcurator-extension",
-  "version": "1.0.3",
+  "version": "1.0.4",
   "private": true,
   "description": "Firefox extension for FabledCurator",
   "scripts": {

frontend/src/App.vue

@@ -4,6 +4,7 @@
       <RouterView />
     </AppShell>
     <ImageViewer v-if="modal.isOpen" @close="modal.close()" />
+    <PostModal />
     <AppSnackbar ref="snackbar" />
   </v-app>
 </template>
@@ -13,6 +14,7 @@ import { onMounted, ref } from 'vue'
 import AppShell from './components/AppShell.vue'
 import AppSnackbar from './components/AppSnackbar.vue'
 import ImageViewer from './components/modal/ImageViewer.vue'
+import PostModal from './components/posts/PostModal.vue'
 import { useModalStore } from './stores/modal.js'
 
 const modal = useModalStore()

frontend/src/components/artist/ArtistGalleryTab.vue

@@ -0,0 +1,48 @@
+<template>
+  <div class="fc-artist-gallery">
+    <MasonryGrid
+      :items="store.images"
+      :loading="store.imagesLoading"
+      :has-more="store.hasMoreImages"
+      @load-more="store.loadMoreImages(props.slug)"
+      @open="openImage"
+    />
+  </div>
+</template>
+
+<script setup>
+import { onMounted, watch } from 'vue'
+import { useRoute, useRouter } from 'vue-router'
+
+import { useArtistStore } from '../../stores/artist.js'
+import { useModalStore } from '../../stores/modal.js'
+import MasonryGrid from '../discovery/MasonryGrid.vue'
+
+const props = defineProps({
+  slug: { type: String, required: true },
+})
+
+const store = useArtistStore()
+const modal = useModalStore()
+const route = useRoute()
+const router = useRouter()
+
+onMounted(() => {
+  const initial = parseInt(route.query.image, 10)
+  if (!isNaN(initial)) modal.open(initial)
+})
+
+watch(() => route.query.image, (q) => {
+  const id = parseInt(q, 10)
+  if (!isNaN(id) && id !== modal.currentImageId) modal.open(id)
+  else if (isNaN(id) && modal.currentImageId !== null) modal.close()
+})
+
+function openImage (id) {
+  router.push({ query: { ...route.query, image: id } })
+}
+</script>
+
+<style scoped>
+.fc-artist-gallery { min-width: 0; }
+</style>

frontend/src/components/artist/ArtistHeader.vue

@@ -0,0 +1,128 @@
+<template>
+  <header class="fc-artist-header">
+    <div class="fc-artist-header__left">
+      <h1 class="fc-artist-header__name">{{ name }}</h1>
+      <span v-if="stats" class="fc-artist-header__stats">{{ stats }}</span>
+    </div>
+    <v-tabs
+      :model-value="modelValue"
+      color="accent"
+      density="compact"
+      class="fc-artist-header__tabs"
+      @update:model-value="$emit('update:modelValue', $event)"
+    >
+      <v-tab value="posts">
+        Posts
+        <span v-if="postCount != null" class="fc-artist-header__tab-count">
+          ({{ postCount }})
+        </span>
+      </v-tab>
+      <v-tab value="gallery">
+        Gallery
+        <span v-if="imageCount != null" class="fc-artist-header__tab-count">
+          ({{ imageCount }})
+        </span>
+      </v-tab>
+      <v-tab value="management">Management</v-tab>
+    </v-tabs>
+
+    <!-- Right-side spacer: balances the left cell's flex weight so the
+         centered tabs stay geometrically centered regardless of the
+         artist-name length. Mirrors TopNav's 1fr | auto | 1fr layout. -->
+    <div class="fc-artist-header__right" />
+  </header>
+</template>
+
+<script setup>
+import { computed } from 'vue'
+
+const props = defineProps({
+  name:        { type: String, required: true },
+  imageCount:  { type: Number, default: null },
+  postCount:   { type: Number, default: null },
+  lastAdded:   { type: String, default: null },
+  modelValue:  { type: String, required: true },
+})
+
+defineEmits(['update:modelValue'])
+
+const stats = computed(() => {
+  const parts = []
+  if (props.imageCount != null) {
+    parts.push(`${props.imageCount} image${props.imageCount === 1 ? '' : 's'}`)
+  }
+  if (props.lastAdded) {
+    parts.push(`last added ${props.lastAdded.slice(0, 10)}`)
+  }
+  return parts.join(' · ')
+})
+</script>
+
+<style scoped>
+/* Matches TopNav.vue's frosted recipe exactly. top:48px parks it flush
+   against TopNav's bottom edge (TopNav is 0.75rem padding + ~24px content
+   = ~48px tall; operator-flagged 2026-05-26 that top:64px left a visible
+   gap). The two bars now read as one continuous frosted strip. */
+.fc-artist-header {
+  position: sticky;
+  top: 48px;
+  z-index: 4;
+  display: flex;
+  align-items: center;
+  gap: 1rem;
+  padding: 0.5rem 1rem;
+  background: linear-gradient(
+    to bottom,
+    rgba(20, 23, 26, 0.92) 0%,
+    rgba(20, 23, 26, 0.65) 60%,
+    rgba(20, 23, 26, 0) 100%
+  );
+  backdrop-filter: blur(2px);
+  -webkit-backdrop-filter: blur(2px);
+}
+
+.fc-artist-header__left {
+  flex: 1 1 0;
+  min-width: 0;
+  display: flex;
+  align-items: baseline;
+  gap: 12px;
+  overflow: hidden;
+}
+
+.fc-artist-header__name {
+  font-family: 'Fraunces', Georgia, serif;
+  font-size: 24px;
+  font-weight: 500;
+  margin: 0;
+  color: rgb(var(--v-theme-on-surface));
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.fc-artist-header__stats {
+  font-size: 13px;
+  color: rgb(var(--v-theme-on-surface-variant));
+  font-variant-numeric: tabular-nums;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.fc-artist-header__tabs {
+  flex: 0 0 auto;
+}
+
+.fc-artist-header__right {
+  flex: 1 1 0;
+  min-width: 0;
+}
+
+.fc-artist-header__tab-count {
+  margin-left: 4px;
+  font-size: 12px;
+  color: rgb(var(--v-theme-on-surface-variant));
+  font-variant-numeric: tabular-nums;
+}
+</style>

frontend/src/components/artist/ArtistManagementTab.vue

@@ -0,0 +1,133 @@
+<template>
+  <div class="fc-artist-mgmt">
+    <section class="fc-artist-mgmt__sec">
+      <h2 class="fc-h2">Overview</h2>
+      <div class="fc-artist-mgmt__chips">
+        <v-chip
+          size="small"
+          :variant="overview.is_subscription ? 'flat' : 'outlined'"
+          :color="overview.is_subscription ? 'accent' : undefined"
+          prepend-icon="mdi-rss"
+        >{{ overview.is_subscription ? 'Subscription' : 'One-off' }}</v-chip>
+        <v-chip
+          size="small" variant="outlined" prepend-icon="mdi-link-variant"
+          :to="`/subscriptions?artist_id=${overview.id}`"
+        >{{ overview.sources.length }} subscription{{ overview.sources.length === 1 ? '' : 's' }}</v-chip>
+      </div>
+    </section>
+
+    <section v-if="overview.cooccurring_tags.length" class="fc-artist-mgmt__sec">
+      <h2 class="fc-h2">Frequent tags</h2>
+      <div class="fc-artist-mgmt__tags">
+        <v-chip
+          v-for="t in overview.cooccurring_tags" :key="t.id"
+          size="small" @click="openTag(t.id)"
+        >{{ t.name }} <span class="fc-artist-mgmt__tagc">{{ t.count }}</span></v-chip>
+      </div>
+    </section>
+
+    <section v-if="overview.activity.length" class="fc-artist-mgmt__sec">
+      <h2 class="fc-h2">Activity</h2>
+      <svg
+        class="fc-artist-mgmt__spark" :viewBox="`0 0 ${sparkW} ${sparkH}`"
+        preserveAspectRatio="none" role="img" aria-label="posts over time"
+      >
+        <polyline :points="sparkPoints" fill="none"
+                  stroke="rgb(var(--v-theme-accent))" stroke-width="2" />
+      </svg>
+    </section>
+
+    <section v-if="overview.sources.length" class="fc-artist-mgmt__sec">
+      <div class="fc-artist-mgmt__sec-head">
+        <h2 class="fc-h2">Subscriptions</h2>
+        <RouterLink
+          :to="`/subscriptions?artist_id=${overview.id}`"
+          class="fc-artist-mgmt__manage"
+        >Manage subscriptions →</RouterLink>
+      </div>
+      <v-table density="compact">
+        <thead>
+          <tr><th>Platform</th><th>URL</th><th class="text-right">Images</th></tr>
+        </thead>
+        <tbody>
+          <tr v-for="s in overview.sources" :key="s.id">
+            <td>{{ s.platform }}</td>
+            <td class="fc-artist-mgmt__url">{{ s.url }}</td>
+            <td class="text-right">{{ s.image_count }}</td>
+          </tr>
+        </tbody>
+      </v-table>
+    </section>
+
+    <section class="fc-artist-mgmt__sec">
+      <h2 class="fc-h2">Danger zone</h2>
+      <ArtistDangerZone
+        :slug="overview.slug"
+        :artist-id="overview.id"
+        :artist-name="overview.name"
+      />
+    </section>
+  </div>
+</template>
+
+<script setup>
+import { computed } from 'vue'
+import { useRouter, RouterLink } from 'vue-router'
+
+import ArtistDangerZone from './ArtistDangerZone.vue'
+
+const props = defineProps({
+  overview: { type: Object, required: true },
+})
+
+const router = useRouter()
+
+const sparkW = 600
+const sparkH = 80
+const sparkPoints = computed(() => {
+  const a = props.overview.activity ?? []
+  if (a.length === 0) return ''
+  const max = Math.max(...a.map(p => p.count), 1)
+  const stepX = a.length > 1 ? sparkW / (a.length - 1) : 0
+  return a.map((p, i) => {
+    const x = i * stepX
+    const y = sparkH - (p.count / max) * (sparkH - 4) - 2
+    return `${x.toFixed(1)},${y.toFixed(1)}`
+  }).join(' ')
+})
+
+function openTag (tagId) {
+  router.push({ name: 'gallery', query: { tag_id: tagId } })
+}
+</script>
+
+<style scoped>
+.fc-artist-mgmt { padding-top: 1rem; }
+.fc-h2 {
+  font-family: 'Fraunces', Georgia, serif;
+  font-size: 20px; font-weight: 500; margin-bottom: 8px;
+}
+.fc-artist-mgmt__sec { margin-bottom: 28px; }
+.fc-artist-mgmt__chips { display: flex; gap: 8px; flex-wrap: wrap; }
+.fc-artist-mgmt__tags { display: flex; flex-wrap: wrap; gap: 6px; }
+.fc-artist-mgmt__tagc {
+  color: rgb(var(--v-theme-on-surface-variant));
+  margin-left: 4px;
+  font-variant-numeric: tabular-nums;
+}
+.fc-artist-mgmt__spark { width: 100%; height: 80px; }
+.fc-artist-mgmt__url {
+  max-width: 380px; overflow: hidden; text-overflow: ellipsis;
+  white-space: nowrap;
+}
+.fc-artist-mgmt__sec-head {
+  display: flex; align-items: baseline; justify-content: space-between;
+  margin-bottom: 0.25rem;
+}
+.fc-artist-mgmt__manage {
+  font-size: 0.85rem;
+  color: rgb(var(--v-theme-accent));
+  text-decoration: none;
+}
+.fc-artist-mgmt__manage:hover { text-decoration: underline; }
+</style>

frontend/src/components/artist/ArtistPostsTab.vue

@@ -0,0 +1,90 @@
+<template>
+  <div class="fc-artist-posts">
+    <v-alert v-if="store.error" type="error" variant="tonal" closable class="mb-3">
+      {{ String(store.error) }}
+    </v-alert>
+
+    <div v-if="store.loading && store.items.length === 0" class="fc-artist-posts__loading">
+      <v-progress-circular indeterminate color="accent" size="36" />
+    </div>
+
+    <div v-else-if="store.items.length === 0 && store.done" class="fc-artist-posts__empty">
+      <p>No posts for this artist yet. Switch to
+        <a href="#" @click.prevent="$emit('switch-tab', 'gallery')">Gallery</a>
+        to see imported images, or visit
+        <RouterLink to="/subscriptions">Subscriptions</RouterLink>
+        to start capturing posts.
+      </p>
+    </div>
+
+    <div v-else>
+      <PostCard v-for="p in store.items" :key="p.id" :post="p" />
+      <div ref="sentinel" class="fc-artist-posts__sentinel">
+        <v-progress-circular v-if="store.loading" indeterminate color="accent" size="24" />
+        <span v-else-if="store.done" class="fc-artist-posts__end">End of stream</span>
+      </div>
+    </div>
+  </div>
+</template>
+
+<script setup>
+import { onMounted, onUnmounted, ref, watch } from 'vue'
+import { RouterLink } from 'vue-router'
+
+import { usePostsStore } from '../../stores/posts.js'
+import PostCard from '../posts/PostCard.vue'
+
+const props = defineProps({
+  artistId: { type: Number, required: true },
+})
+
+defineEmits(['switch-tab'])
+
+const store = usePostsStore()
+const sentinel = ref(null)
+let observer = null
+
+async function reload () {
+  await store.loadInitial({ artist_id: props.artistId, platform: null })
+}
+
+watch(() => props.artistId, reload)
+
+onMounted(async () => {
+  await reload()
+  observer = new IntersectionObserver((entries) => {
+    if (entries.some(e => e.isIntersecting)) {
+      store.loadMore()
+    }
+  }, { rootMargin: '400px 0px' })
+  if (sentinel.value) observer.observe(sentinel.value)
+})
+
+onUnmounted(() => {
+  if (observer) observer.disconnect()
+})
+</script>
+
+<style scoped>
+.fc-artist-posts {
+  max-width: 1600px;
+  margin: 0 auto;
+}
+.fc-artist-posts__loading,
+.fc-artist-posts__empty {
+  display: flex;
+  justify-content: center;
+  padding: 2rem;
+  color: rgb(var(--v-theme-on-surface-variant));
+}
+.fc-artist-posts__sentinel {
+  display: flex;
+  justify-content: center;
+  padding: 1.5rem 0;
+  min-height: 2rem;
+}
+.fc-artist-posts__end {
+  color: rgb(var(--v-theme-on-surface-variant));
+  font-size: 0.85rem;
+}
+</style>

frontend/src/components/cleanup/MinDimensionCard.vue

@@ -0,0 +1,127 @@
+<template>
+  <v-card class="fc-clean-card">
+    <v-card-title class="d-flex align-center" style="gap: 10px;">
+      <v-icon icon="mdi-image-size-select-small" size="small" />
+      <span>Minimum dimensions</span>
+    </v-card-title>
+    <v-card-text>
+      <p class="fc-muted text-body-2 mb-3">
+        Find and delete images smaller than the threshold. Mirrors the
+        import-time <code>min_width</code> / <code>min_height</code>
+        filter, applied retroactively to the existing library.
+      </p>
+
+      <v-row dense>
+        <v-col cols="6">
+          <v-text-field
+            v-model.number="minW" label="Min width (px)" type="number"
+            min="0" density="compact" hide-details
+          />
+        </v-col>
+        <v-col cols="6">
+          <v-text-field
+            v-model.number="minH" label="Min height (px)" type="number"
+            min="0" density="compact" hide-details
+          />
+        </v-col>
+      </v-row>
+
+      <div class="d-flex align-center mt-3" style="gap: 10px;">
+        <v-btn
+          color="accent" variant="flat" rounded="pill"
+          prepend-icon="mdi-magnify"
+          :loading="busy"
+          @click="onPreview"
+        >Preview</v-btn>
+
+        <span v-if="preview" class="text-body-2">
+          <strong>{{ preview.count }}</strong> image(s) would be deleted.
+        </span>
+      </div>
+
+      <v-btn
+        v-if="preview && preview.count > 0"
+        class="mt-3"
+        color="error" variant="flat" rounded="pill"
+        prepend-icon="mdi-delete"
+        @click="onDeleteClick"
+      >Delete {{ preview.count }} matching...</v-btn>
+    </v-card-text>
+
+    <DestructiveConfirmModal
+      v-model="showModal"
+      action="delete"
+      kind="min-dim"
+      :run-id="tokenSha8"
+      tier="C"
+      :projected-counts="projectedCounts"
+      :description="`Width < ${minW} OR height < ${minH}`"
+      @confirm="onConfirmedDelete"
+    />
+  </v-card>
+</template>
+
+<script setup>
+import { onMounted, ref } from 'vue'
+
+import DestructiveConfirmModal from '../modal/DestructiveConfirmModal.vue'
+import { useCleanupStore } from '../../stores/cleanup.js'
+
+const store = useCleanupStore()
+const minW = ref(0)
+const minH = ref(0)
+const preview = ref(null)
+const busy = ref(false)
+const showModal = ref(false)
+const tokenSha8 = ref('')
+const projectedCounts = ref({})
+
+onMounted(async () => {
+  await store.loadDefaults()
+  minW.value = store.defaults.min_width
+  minH.value = store.defaults.min_height
+})
+
+// SHA-256 truncated to 8 hex chars — matches the backend's
+// _min_dim_token() exactly. Web Crypto rejects MD5 as insecure.
+async function sha8(canon) {
+  const enc = new TextEncoder()
+  const buf = await crypto.subtle.digest('SHA-256', enc.encode(canon))
+  const hex = Array.from(new Uint8Array(buf)).map(b => b.toString(16).padStart(2, '0')).join('')
+  return hex.slice(0, 8)
+}
+
+async function onPreview() {
+  busy.value = true
+  try {
+    preview.value = await store.previewMinDim(minW.value, minH.value)
+  } catch (e) {
+    window.__fcToast?.({ text: `Preview failed: ${e.message}`, type: 'error' })
+  } finally {
+    busy.value = false
+  }
+}
+
+async function onDeleteClick() {
+  tokenSha8.value = await sha8(`${minW.value}x${minH.value}`)
+  projectedCounts.value = { 'Images to delete': preview.value.count }
+  showModal.value = true
+}
+
+async function onConfirmedDelete(token) {
+  try {
+    const res = await store.deleteMinDim(minW.value, minH.value, token)
+    window.__fcToast?.({
+      text: `Deleted ${res.deleted} image(s)`, type: 'success',
+    })
+    preview.value = null
+  } catch (e) {
+    window.__fcToast?.({ text: `Delete failed: ${e.message}`, type: 'error' })
+  }
+}
+</script>
+
+<style scoped>
+.fc-clean-card { border-radius: 8px; }
+.fc-muted { color: rgb(var(--v-theme-on-surface-variant)); }
+</style>

frontend/src/components/cleanup/SingleColorAuditCard.vue

@@ -0,0 +1,183 @@
+<template>
+  <v-card class="fc-clean-card">
+    <v-card-title class="d-flex align-center" style="gap: 10px;">
+      <v-icon icon="mdi-palette-swatch" size="small" />
+      <span>Single-color audit</span>
+    </v-card-title>
+    <v-card-text>
+      <p class="fc-muted text-body-2 mb-3">
+        Scan library for images dominated by one color within the
+        tolerance. Catches placeholder / solid-fill / error-page images
+        that slipped through the import filter. Same background-scan
+        cadence as the transparency audit.
+      </p>
+
+      <v-row dense>
+        <v-col cols="6">
+          <v-text-field
+            v-model.number="threshold" label="Threshold (0–1)"
+            type="number" min="0" max="1" step="0.01"
+            density="compact" hide-details
+            :disabled="audit && audit.status === 'running'"
+          />
+        </v-col>
+        <v-col cols="6">
+          <v-text-field
+            v-model.number="tolerance" label="Color tolerance (0–441)"
+            type="number" min="0" max="441"
+            density="compact" hide-details
+            :disabled="audit && audit.status === 'running'"
+          />
+        </v-col>
+      </v-row>
+
+      <v-btn
+        v-if="!audit || audit.status !== 'running'"
+        class="mt-3"
+        color="accent" variant="flat" rounded="pill"
+        prepend-icon="mdi-magnify-scan"
+        :loading="busy"
+        @click="onStart"
+      >Scan library</v-btn>
+
+      <div v-if="audit && audit.status === 'running'" class="mt-3">
+        <v-progress-linear indeterminate color="accent" />
+        <div class="text-body-2 mt-2 d-flex align-center" style="gap: 10px;">
+          <span>
+            Scanning… {{ audit.scanned_count }} checked,
+            {{ audit.matched_count }} matched
+          </span>
+          <v-btn
+            variant="text" size="small" color="warning" rounded="pill"
+            @click="onCancel"
+          >Cancel</v-btn>
+        </div>
+      </div>
+
+      <div v-if="audit && audit.status === 'ready'" class="mt-3">
+        <p class="text-body-2 mb-2">
+          Scan complete. <strong>{{ audit.matched_count }}</strong>
+          image(s) match.
+        </p>
+        <v-btn
+          v-if="audit.matched_count > 0"
+          color="error" variant="flat" rounded="pill"
+          prepend-icon="mdi-delete"
+          @click="onApplyClick"
+        >Delete {{ audit.matched_count }} matching...</v-btn>
+      </div>
+
+      <v-alert
+        v-if="audit && audit.status === 'error'"
+        type="error" variant="tonal" density="compact" class="mt-3"
+      >Scan failed: {{ audit.error }}</v-alert>
+
+      <v-alert
+        v-if="audit && audit.status === 'applied'"
+        type="success" variant="tonal" density="compact" class="mt-3"
+      >Applied — matched images deleted.</v-alert>
+    </v-card-text>
+
+    <DestructiveConfirmModal
+      v-if="audit"
+      v-model="showModal"
+      action="delete"
+      kind="audit"
+      :run-id="audit.id"
+      tier="C"
+      :projected-counts="projectedCounts"
+      description="Permanently deletes images matched by the single-color scan."
+      @confirm="onConfirmedApply"
+    />
+  </v-card>
+</template>
+
+<script setup>
+import { onMounted, onUnmounted, ref } from 'vue'
+
+import DestructiveConfirmModal from '../modal/DestructiveConfirmModal.vue'
+import { useCleanupStore } from '../../stores/cleanup.js'
+
+const store = useCleanupStore()
+const threshold = ref(0.95)
+const tolerance = ref(30)
+const audit = ref(null)
+const busy = ref(false)
+const showModal = ref(false)
+const projectedCounts = ref({})
+let pollTimer = null
+
+onMounted(async () => {
+  await store.loadDefaults()
+  threshold.value = store.defaults.single_color_threshold
+  tolerance.value = store.defaults.single_color_tolerance
+})
+
+onUnmounted(() => stopPoll())
+
+function startPoll(id) {
+  stopPoll()
+  pollTimer = setInterval(async () => {
+    try {
+      const fresh = await store.getAudit(id)
+      audit.value = fresh
+      if (fresh.status !== 'running') stopPoll()
+    } catch (e) {
+      stopPoll()
+      window.__fcToast?.({ text: `Audit poll failed: ${e.message}`, type: 'error' })
+    }
+  }, 5000)
+}
+
+function stopPoll() {
+  if (pollTimer) { clearInterval(pollTimer); pollTimer = null }
+}
+
+async function onStart() {
+  busy.value = true
+  try {
+    const res = await store.startAudit('single_color', {
+      threshold: threshold.value, tolerance: tolerance.value,
+    })
+    audit.value = await store.getAudit(res.audit_id)
+    startPoll(res.audit_id)
+  } catch (e) {
+    window.__fcToast?.({ text: `Scan start failed: ${e.message}`, type: 'error' })
+  } finally {
+    busy.value = false
+  }
+}
+
+async function onCancel() {
+  if (!audit.value) return
+  try {
+    await store.cancelAudit(audit.value.id)
+    audit.value = await store.getAudit(audit.value.id)
+    stopPoll()
+  } catch (e) {
+    window.__fcToast?.({ text: `Cancel failed: ${e.message}`, type: 'error' })
+  }
+}
+
+function onApplyClick() {
+  projectedCounts.value = { 'Images to delete': audit.value.matched_count }
+  showModal.value = true
+}
+
+async function onConfirmedApply(token) {
+  try {
+    const res = await store.applyAudit(audit.value.id, token)
+    window.__fcToast?.({
+      text: `Deleted ${res.deleted} image(s)`, type: 'success',
+    })
+    audit.value = await store.getAudit(audit.value.id)
+  } catch (e) {
+    window.__fcToast?.({ text: `Apply failed: ${e.message}`, type: 'error' })
+  }
+}
+</script>
+
+<style scoped>
+.fc-clean-card { border-radius: 8px; }
+.fc-muted { color: rgb(var(--v-theme-on-surface-variant)); }
+</style>

frontend/src/components/cleanup/TransparencyAuditCard.vue

@@ -0,0 +1,166 @@
+<template>
+  <v-card class="fc-clean-card">
+    <v-card-title class="d-flex align-center" style="gap: 10px;">
+      <v-icon icon="mdi-checkerboard" size="small" />
+      <span>Transparency audit</span>
+    </v-card-title>
+    <v-card-text>
+      <p class="fc-muted text-body-2 mb-3">
+        Scan library for images whose transparent-pixel fraction exceeds
+        the threshold. Animated WebPs / GIFs are skipped (the import-side
+        rule does the same). Runs as a background task — ~50ms per image,
+        so a 57k library takes ~50 minutes.
+      </p>
+
+      <v-text-field
+        v-model.number="threshold" label="Transparency threshold (0–1)"
+        type="number" min="0" max="1" step="0.01" density="compact" hide-details
+        :disabled="audit && audit.status === 'running'"
+        class="mb-3"
+      />
+
+      <v-btn
+        v-if="!audit || audit.status !== 'running'"
+        color="accent" variant="flat" rounded="pill"
+        prepend-icon="mdi-magnify-scan"
+        :loading="busy"
+        @click="onStart"
+      >Scan library</v-btn>
+
+      <div v-if="audit && audit.status === 'running'" class="mt-3">
+        <v-progress-linear indeterminate color="accent" />
+        <div class="text-body-2 mt-2 d-flex align-center" style="gap: 10px;">
+          <span>
+            Scanning… {{ audit.scanned_count }} checked,
+            {{ audit.matched_count }} matched
+          </span>
+          <v-btn
+            variant="text" size="small" color="warning" rounded="pill"
+            @click="onCancel"
+          >Cancel</v-btn>
+        </div>
+      </div>
+
+      <div v-if="audit && audit.status === 'ready'" class="mt-3">
+        <p class="text-body-2 mb-2">
+          Scan complete. <strong>{{ audit.matched_count }}</strong>
+          image(s) match.
+        </p>
+        <v-btn
+          v-if="audit.matched_count > 0"
+          color="error" variant="flat" rounded="pill"
+          prepend-icon="mdi-delete"
+          @click="onApplyClick"
+        >Delete {{ audit.matched_count }} matching...</v-btn>
+      </div>
+
+      <v-alert
+        v-if="audit && audit.status === 'error'"
+        type="error" variant="tonal" density="compact" class="mt-3"
+      >Scan failed: {{ audit.error }}</v-alert>
+
+      <v-alert
+        v-if="audit && audit.status === 'applied'"
+        type="success" variant="tonal" density="compact" class="mt-3"
+      >Applied — matched images deleted.</v-alert>
+    </v-card-text>
+
+    <DestructiveConfirmModal
+      v-if="audit"
+      v-model="showModal"
+      action="delete"
+      kind="audit"
+      :run-id="audit.id"
+      tier="C"
+      :projected-counts="projectedCounts"
+      description="Permanently deletes images matched by the transparency scan."
+      @confirm="onConfirmedApply"
+    />
+  </v-card>
+</template>
+
+<script setup>
+import { onMounted, onUnmounted, ref } from 'vue'
+
+import DestructiveConfirmModal from '../modal/DestructiveConfirmModal.vue'
+import { useCleanupStore } from '../../stores/cleanup.js'
+
+const store = useCleanupStore()
+const threshold = ref(0.9)
+const audit = ref(null)
+const busy = ref(false)
+const showModal = ref(false)
+const projectedCounts = ref({})
+let pollTimer = null
+
+onMounted(async () => {
+  await store.loadDefaults()
+  threshold.value = store.defaults.transparency_threshold
+})
+
+onUnmounted(() => stopPoll())
+
+function startPoll(id) {
+  stopPoll()
+  pollTimer = setInterval(async () => {
+    try {
+      const fresh = await store.getAudit(id)
+      audit.value = fresh
+      if (fresh.status !== 'running') stopPoll()
+    } catch (e) {
+      stopPoll()
+      window.__fcToast?.({ text: `Audit poll failed: ${e.message}`, type: 'error' })
+    }
+  }, 5000)
+}
+
+function stopPoll() {
+  if (pollTimer) { clearInterval(pollTimer); pollTimer = null }
+}
+
+async function onStart() {
+  busy.value = true
+  try {
+    const res = await store.startAudit('transparency', { threshold: threshold.value })
+    audit.value = await store.getAudit(res.audit_id)
+    startPoll(res.audit_id)
+  } catch (e) {
+    window.__fcToast?.({ text: `Scan start failed: ${e.message}`, type: 'error' })
+  } finally {
+    busy.value = false
+  }
+}
+
+async function onCancel() {
+  if (!audit.value) return
+  try {
+    await store.cancelAudit(audit.value.id)
+    audit.value = await store.getAudit(audit.value.id)
+    stopPoll()
+  } catch (e) {
+    window.__fcToast?.({ text: `Cancel failed: ${e.message}`, type: 'error' })
+  }
+}
+
+function onApplyClick() {
+  projectedCounts.value = { 'Images to delete': audit.value.matched_count }
+  showModal.value = true
+}
+
+async function onConfirmedApply(token) {
+  try {
+    const res = await store.applyAudit(audit.value.id, token)
+    window.__fcToast?.({
+      text: `Deleted ${res.deleted} image(s)`, type: 'success',
+    })
+    audit.value = await store.getAudit(audit.value.id)
+  } catch (e) {
+    window.__fcToast?.({ text: `Apply failed: ${e.message}`, type: 'error' })
+  }
+}
+</script>
+
+<style scoped>
+.fc-clean-card { border-radius: 8px; }
+.fc-muted { color: rgb(var(--v-theme-on-surface-variant)); }
+</style>

frontend/src/components/common/ErrorDetailModal.vue

@@ -0,0 +1,172 @@
+<template>
+  <v-dialog :model-value="modelValue" max-width="900"
+            @update:model-value="$emit('update:modelValue', $event)">
+    <v-card>
+      <v-card-title class="d-flex align-center" style="gap: 12px;">
+        <v-icon icon="mdi-alert-circle-outline" color="error" />
+        <span>{{ displayTitle }}</span>
+        <v-spacer />
+        <v-btn icon variant="text" size="small" @click="close">
+          <v-icon>mdi-close</v-icon>
+        </v-btn>
+      </v-card-title>
+      <v-card-text>
+        <dl v-if="contextRows.length" class="fc-err-context">
+          <template v-for="(row, idx) in contextRows" :key="idx">
+            <dt>{{ row[0] }}</dt>
+            <dd>{{ row[1] }}</dd>
+          </template>
+        </dl>
+        <pre class="fc-err-pre">{{ displayMessage || '(no error message)' }}</pre>
+      </v-card-text>
+      <v-card-actions>
+        <v-btn
+          variant="text" rounded="pill" size="small"
+          :prepend-icon="copied ? 'mdi-check' : 'mdi-content-copy'"
+          @click="onCopy"
+        >{{ copied ? 'Copied' : 'Copy' }}</v-btn>
+        <v-spacer />
+        <v-btn variant="text" rounded="pill" @click="close">Close</v-btn>
+      </v-card-actions>
+    </v-card>
+  </v-dialog>
+</template>
+
+<script setup>
+import { computed, ref, watch } from 'vue'
+
+import { copyText } from '../../utils/clipboard.js'
+
+const props = defineProps({
+  modelValue: { type: Boolean, default: false },
+  // Legacy mode: pass title + message strings. Used by callers whose row
+  // shape lacks structured context (e.g. ImportTaskList where `error` is
+  // a plain string on the import_task row, not a TaskRun).
+  title: { type: String, default: 'Error details' },
+  message: { type: String, default: '' },
+  // Row mode: pass the full TaskRun-shaped dict from /api/system_activity.
+  // When set, displayTitle/displayMessage derive from the row and a context
+  // panel of task_name/queue/target/duration/etc. renders above the error.
+  row: { type: Object, default: null },
+})
+
+const emit = defineEmits(['update:modelValue'])
+
+const copied = ref(false)
+let copiedTimer = null
+
+const displayTitle = computed(() => {
+  if (props.row) return props.row.error_type || 'Error details'
+  return props.title
+})
+
+const displayMessage = computed(() => {
+  if (props.row) return props.row.error_message || ''
+  return props.message
+})
+
+function _shortTaskName (name) {
+  if (!name) return ''
+  const parts = String(name).split('.')
+  return parts[parts.length - 1]
+}
+
+function _formatDuration (ms) {
+  if (ms == null) return null
+  if (ms < 1000) return `${ms} ms`
+  if (ms < 60_000) return `${(ms / 1000).toFixed(1)} s`
+  return `${(ms / 60_000).toFixed(1)} min`
+}
+
+const contextRows = computed(() => {
+  const r = props.row
+  if (!r) return []
+  const rows = []
+  if (r.task_name) rows.push(['Task', _shortTaskName(r.task_name)])
+  if (r.queue) rows.push(['Queue', r.queue])
+  if (r.target_id != null) rows.push(['Target', r.target_id])
+  const dur = _formatDuration(r.duration_ms)
+  if (dur != null) rows.push(['Duration', dur])
+  if (r.started_at) rows.push(['Started', r.started_at])
+  if (r.finished_at) rows.push(['Finished', r.finished_at])
+  if (r.retry_count) rows.push(['Retries', r.retry_count])
+  if (r.worker_hostname) rows.push(['Worker', r.worker_hostname])
+  if (r.celery_task_id) rows.push(['Celery ID', r.celery_task_id])
+  if (r.args_summary) rows.push(['Args', r.args_summary])
+  return rows
+})
+
+watch(() => props.modelValue, (open) => {
+  if (!open) {
+    copied.value = false
+    if (copiedTimer) { clearTimeout(copiedTimer); copiedTimer = null }
+  }
+})
+
+function close () {
+  emit('update:modelValue', false)
+}
+
+async function onCopy () {
+  let text = displayMessage.value || ''
+  if (contextRows.value.length) {
+    const header = contextRows.value.map(([k, v]) => `${k}: ${v}`).join('\n')
+    text = `${header}\n\nError: ${displayTitle.value}\n${text}`
+  }
+  try {
+    await copyText(text)
+    copied.value = true
+    if (copiedTimer) clearTimeout(copiedTimer)
+    copiedTimer = setTimeout(() => { copied.value = false }, 1500)
+  } catch (e) {
+    window.__fcToast?.({ text: `Copy failed: ${e.message}`, type: 'error' })
+  }
+}
+</script>
+
+<style scoped>
+/* Context panel: muted labels in vellum, crisp values in parchment. The
+   2-column key/value grid keeps rows visually scannable when there are
+   many fields (Task, Queue, Target, Duration, Started, Finished, Retries,
+   Worker, Celery ID, Args). */
+.fc-err-context {
+  display: grid;
+  grid-template-columns: max-content 1fr;
+  column-gap: 14px;
+  row-gap: 4px;
+  margin: 0 0 14px 0;
+  font-size: 13px;
+}
+.fc-err-context dt {
+  color: rgb(var(--v-theme-on-surface-variant));
+  font-weight: 500;
+  white-space: nowrap;
+}
+.fc-err-context dd {
+  color: rgb(var(--v-theme-on-surface));
+  margin: 0;
+  font-variant-numeric: tabular-nums;
+  word-break: break-all;
+}
+
+/* Error pre block: high-contrast pairing. The page's `background` token
+   (obsidian #14171A) is darker than the modal card's `surface` (iron
+   #1E2228), so parchment text reads crisply against it. The prior pairing
+   used `surface-variant` which Vuetify auto-derives to a near-parchment
+   light value in this theme — pale-on-pale and unreadable. Operator-
+   flagged 2026-05-26 ("ui contrast is poor"). */
+.fc-err-pre {
+  font-family: 'JetBrains Mono', ui-monospace, SFMono-Regular, Menlo, Consolas, monospace;
+  font-size: 12px;
+  line-height: 1.5;
+  white-space: pre-wrap;
+  word-break: break-word;
+  background: rgb(var(--v-theme-background));
+  color: rgb(var(--v-theme-on-surface));
+  padding: 12px 14px;
+  border-radius: 6px;
+  max-height: 60vh;
+  overflow: auto;
+  margin: 0;
+}
+</style>

frontend/src/components/credentials/ExtensionKeyBar.vue

@@ -28,6 +28,7 @@
 <script setup>
 import { onMounted, ref } from 'vue'
 import { useCredentialsStore } from '../../stores/credentials.js'
+import { copyText } from '../../utils/clipboard.js'
 
 const store = useCredentialsStore()
 const showRotateConfirm = ref(false)
@@ -37,7 +38,7 @@ onMounted(() => store.loadKey())
 async function copyKey() {
   if (!store.extensionKey) return
   try {
-    await navigator.clipboard.writeText(store.extensionKey)
+    await copyText(store.extensionKey)
     globalThis.window?.__fcToast?.({ text: 'Copied', type: 'success' })
   } catch {
     globalThis.window?.__fcToast?.({ text: 'Copy failed', type: 'error' })

frontend/src/components/modal/TagAutocomplete.vue

@@ -1,17 +1,18 @@
 <template>
   <div class="fc-tag-autocomplete">
-    <div class="d-flex" style="gap: 6px;">
+    <v-text-field
-      <v-select
+      v-model="query"
-        v-model="kind" :items="kindOptions" :item-title="(k) => k.label" :item-value="(k) => k.value"
+      placeholder="Add tag (or kind:name — character/fandom/series)"
-        density="compact" hide-details style="max-width: 140px;"
+      density="compact" hide-details
-      />
+      @keydown.down.prevent="moveHighlight(1)"
-      <v-text-field
+      @keydown.up.prevent="moveHighlight(-1)"
-        v-model="query" placeholder="Add tag…" density="compact" hide-details
+      @keydown.enter.prevent="onEnter"
-        @keydown.down.prevent="moveHighlight(1)" @keydown.up.prevent="moveHighlight(-1)"
+      @keydown.esc="$emit('cancel')"
-        @keydown.enter.prevent="onEnter" @keydown.esc="$emit('cancel')"
+    />
-      />
+    <v-list
-    </div>
+      v-if="hits.length || allowCreate"
-    <v-list v-if="hits.length || allowCreate" density="compact" class="fc-tag-autocomplete__list">
+      density="compact" class="fc-tag-autocomplete__list"
+    >
       <v-list-item
         v-for="(h, idx) in hits" :key="h.id"
         :active="idx === highlight" @click="onPick(h)"
@@ -26,7 +27,7 @@
           <span v-if="h.fandom_name" class="text-caption">— {{ h.fandom_name }}</span>
         </v-list-item-title>
         <template #append>
-          <span class="text-caption">{{ h.image_count }}</span>
+          <span class="text-caption">{{ h.kind }}</span>
         </template>
       </v-list-item>
       <v-list-item
@@ -34,9 +35,13 @@
         @click="onCreate"
       >
         <template #prepend>
-          <v-icon size="small" :color="store.colorFor(kind)">{{ iconFor(kind) }}</v-icon>
+          <v-icon size="small" :color="store.colorFor(parsedKind)">
+            {{ iconFor(parsedKind) }}
+          </v-icon>
         </template>
-        <v-list-item-title>Create "{{ query }}" as {{ kind }}</v-list-item-title>
+        <v-list-item-title>
+          Create "{{ parsedName }}" as {{ parsedKind }}
+        </v-list-item-title>
       </v-list-item>
     </v-list>
 
@@ -54,65 +59,95 @@ import FandomPicker from './FandomPicker.vue'
 const emit = defineEmits(['pick-existing', 'pick-new', 'cancel'])
 const store = useTagStore()
 
-const kind = ref('general')
+// Single text input; no kind dropdown. Client-side mirror of the
+// backend's parse_kind_prefix lives below — kept in sync with
+// KNOWN_KINDS in backend/app/utils/tag_prefix.py. The backend is the
+// canonical parser; this mirror just powers the live Create-label
+// preview ("Create 'Eric' as artist") and the autocomplete query.
 const query = ref('')
 const hits = ref([])
 const highlight = ref(0)
 const fandomDialog = ref(false)
 let pendingNewName = null
 
-const kindOptions = store.kindOptions()
+const KNOWN_KINDS = new Set([
+  'character', 'fandom', 'series',
+])
 const KIND_ICONS = {
-  general: 'mdi-tag', artist: 'mdi-palette', character: 'mdi-account-circle',
+  general: 'mdi-tag', character: 'mdi-account-circle',
   fandom: 'mdi-book-open-page-variant', series: 'mdi-bookshelf',
-  meta: 'mdi-cog-outline', rating: 'mdi-shield-check-outline'
 }
-function iconFor(k) { return KIND_ICONS[k] || 'mdi-tag' }
+function iconFor (k) { return KIND_ICONS[k] || 'mdi-tag' }
+
+const parsed = computed(() => {
+  const raw = query.value.trim()
+  if (raw.includes(':')) {
+    const idx = raw.indexOf(':')
+    const prefix = raw.slice(0, idx).toLowerCase()
+    if (KNOWN_KINDS.has(prefix)) {
+      return { kind: prefix, name: raw.slice(idx + 1).trim() }
+    }
+  }
+  return { kind: 'general', name: raw }
+})
+const parsedKind = computed(() => parsed.value.kind)
+const parsedName = computed(() => parsed.value.name)
 
 let debounceId = null
-watch([query, kind], () => {
+watch(query, () => {
   highlight.value = 0
   if (debounceId) clearTimeout(debounceId)
   debounceId = setTimeout(async () => {
-    const q = query.value.trim()
+    const q = parsedName.value
     if (!q) { hits.value = []; return }
-    hits.value = await store.autocomplete(q, kind.value, 10)
+    // Autocomplete across ALL kinds. When the user typed a prefix the
+    // matches list is naturally narrower because the parsed name is
+    // shorter; we don't filter server-side by kind.
+    hits.value = await store.autocomplete(q, null, 10)
   }, 200)
 })
 
 const allowCreate = computed(() => {
-  const q = query.value.trim()
+  const q = parsedName.value
-  return q && !hits.value.some(h => h.name.toLowerCase() === q.toLowerCase() && h.kind === kind.value)
+  if (!q) return false
+  return !hits.value.some(h =>
+    h.name.toLowerCase() === q.toLowerCase() && h.kind === parsedKind.value,
+  )
 })
 
-function moveHighlight(delta) {
+function moveHighlight (delta) {
   const total = hits.value.length + (allowCreate.value ? 1 : 0)
   if (total === 0) return
   highlight.value = (highlight.value + delta + total) % total
 }
 
-function onPick(hit) { emit('pick-existing', hit); reset() }
+function onPick (hit) { emit('pick-existing', hit); reset() }
 
-function onCreate() {
+function onCreate () {
-  const name = query.value.trim()
+  const name = parsedName.value
-  if (kind.value === 'character') {
+  const kind = parsedKind.value
-    // Character requires a fandom — open the picker.
+  if (kind === 'character') {
     pendingNewName = name
     fandomDialog.value = true
     return
   }
-  emit('pick-new', { name, kind: kind.value, fandom_id: null })
+  // Pass explicit kind here; the backend accepts both shapes. Passing
+  // it makes the parsed kind preview match the actual server outcome
+  // for users who didn't use a prefix (general goes through cleanly).
+  emit('pick-new', { name, kind, fandom_id: null })
   reset()
 }
 
-function onFandomChosen(fandom) {
+function onFandomChosen (fandom) {
   fandomDialog.value = false
-  emit('pick-new', { name: pendingNewName, kind: 'character', fandom_id: fandom.id })
+  emit('pick-new', {
+    name: pendingNewName, kind: 'character', fandom_id: fandom.id,
+  })
   pendingNewName = null
   reset()
 }
 
-function onEnter() {
+function onEnter () {
   if (highlight.value < hits.value.length) {
     onPick(hits.value[highlight.value])
   } else if (allowCreate.value) {
@@ -120,7 +155,7 @@ function onEnter() {
   }
 }
 
-function reset() { query.value = ''; hits.value = []; highlight.value = 0 }
+function reset () { query.value = ''; hits.value = []; highlight.value = 0 }
 </script>
 
 <style scoped>

frontend/src/components/posts/PostCard.vue

@@ -1,10 +1,17 @@
 <template>
-  <v-card class="fc-post-card" variant="outlined">
+  <v-card
+    class="fc-post-card"
+    variant="outlined"
+    tabindex="0"
+    @click="onCardClick"
+    @keydown.enter="onCardClick"
+  >
     <div class="fc-post-card__head">
       <v-chip size="x-small" variant="tonal">{{ post.source.platform }}</v-chip>
       <RouterLink
         :to="{ name: 'artist', params: { slug: post.artist.slug } }"
         class="fc-post-card__artist"
+        @click.stop
       >{{ post.artist.name }}</RouterLink>
       <span class="fc-post-card__date" :title="absoluteDate">{{ relativeDate }}</span>
       <v-spacer />
@@ -13,72 +20,74 @@
         :href="post.post_url" target="_blank" rel="noopener"
         icon="mdi-open-in-new" size="x-small" variant="text"
         :aria-label="`open original post on ${post.source.platform}`"
+        @click.stop
       />
     </div>
 
-    <h3 v-if="post.post_title" class="fc-post-card__title">{{ post.post_title }}</h3>
+    <div class="fc-post-card__body">
+      <div class="fc-post-card__media">
+        <template v-if="post.thumbnails?.length">
+          <div class="fc-post-card__hero">
+            <img :src="hero.thumbnail_url" :alt="`hero thumbnail`" loading="lazy" />
+          </div>
+          <div v-if="rail.length" class="fc-post-card__rail">
+            <div v-for="t in rail" :key="t.image_id" class="fc-post-card__rail-cell">
+              <img :src="t.thumbnail_url" :alt="`thumbnail`" loading="lazy" />
+            </div>
+            <div v-if="moreCount > 0" class="fc-post-card__rail-more">
+              +{{ moreCount }}
+            </div>
+          </div>
+        </template>
+        <PostEmptyThumbs v-else />
+      </div>
 
-    <div v-if="descriptionToShow" class="fc-post-card__desc">
+      <div class="fc-post-card__text">
-      <span class="fc-post-card__desc-text">{{ descriptionToShow }}</span>
+        <h3 v-if="post.post_title" class="fc-post-card__title">
-      <button
+          {{ post.post_title }}
-        v-if="post.description_truncated && !expanded"
+        </h3>
-        class="fc-post-card__more" type="button"
+        <h3 v-else class="fc-post-card__title fc-post-card__title--missing">
-        @click="expand"
+          Post {{ post.external_post_id }}
-      >Show more</button>
+        </h3>
-      <button
-        v-if="expanded"
-        class="fc-post-card__more" type="button"
-        @click="expanded = false"
-      >Show less</button>
-    </div>
 
-    <div v-if="post.thumbnails.length" class="fc-post-card__thumbs">
+        <p v-if="post.description_plain" class="fc-post-card__desc">
-      <RouterLink
+          {{ post.description_plain }}
-        v-for="t in post.thumbnails"
+        </p>
-        :key="t.image_id"
+        <p v-else class="fc-post-card__desc fc-post-card__desc--missing">
-        :to="{ path: '/gallery', query: { post_id: post.id } }"
+          (no description)
-        class="fc-post-card__thumb"
+        </p>
-      >
-        <v-img
-          :src="t.thumbnail_url" cover :alt="`thumbnail`"
-          width="96" height="96" class="fc-post-card__thumb-img"
-        />
-      </RouterLink>
-      <RouterLink
-        v-if="post.thumbnails_more > 0"
-        :to="{ path: '/gallery', query: { post_id: post.id } }"
-        class="fc-post-card__more-thumbs"
-      >+{{ post.thumbnails_more }} more</RouterLink>
-    </div>
 
-    <div v-if="post.attachments.length" class="fc-post-card__attachments">
+        <div v-if="post.attachments?.length" class="fc-post-card__atts">
-      <a
+          <v-icon size="small" class="fc-post-card__att-icon">mdi-paperclip</v-icon>
-        v-for="att in post.attachments"
+          {{ post.attachments.length }} attachment{{ post.attachments.length === 1 ? '' : 's' }}
-        :key="att.id"
+        </div>
-        :href="att.download_url"
+      </div>
-        download
-        class="fc-post-card__att"
-      >
-        <v-icon size="small" class="fc-post-card__att-icon">mdi-paperclip</v-icon>
-        <span class="fc-post-card__att-name">{{ att.original_filename }}</span>
-        <span class="fc-post-card__att-size">({{ formatBytes(att.size_bytes) }})</span>
-      </a>
     </div>
   </v-card>
 </template>
 
 <script setup>
-import { computed, ref } from 'vue'
+import { computed } from 'vue'
-import { usePostsStore } from '../../stores/posts.js'
+import { RouterLink } from 'vue-router'
+
+import { usePostModalStore } from '../../stores/postModal.js'
+import PostEmptyThumbs from './PostEmptyThumbs.vue'
 
 const props = defineProps({
   post: { type: Object, required: true },
 })
 
-const postsStore = usePostsStore()
+const postModal = usePostModalStore()
 
-const expanded = ref(false)
+const hero = computed(() => props.post.thumbnails?.[0])
-const fullDescription = ref(null)
+const rail = computed(() => (props.post.thumbnails || []).slice(1, 4))
+const moreCount = computed(() => {
+  const more = props.post.thumbnails_more || 0
+  const railLen = rail.value.length
+  // If feed returned more than (1 hero + 3 rail = 4), extra spills into "+N".
+  const extraShown = Math.max(0, (props.post.thumbnails?.length || 0) - 1 - railLen)
+  return more + extraShown
+})
 
 const sortDateIso = computed(() => props.post.post_date || props.post.downloaded_at)
 const absoluteDate = computed(() => new Date(sortDateIso.value).toLocaleString())
@@ -92,25 +101,8 @@ const relativeDate = computed(() => {
   return new Date(sortDateIso.value).toLocaleDateString()
 })
 
-const descriptionToShow = computed(() => {
+function onCardClick () {
-  if (expanded.value && fullDescription.value) return fullDescription.value
+  postModal.open(props.post)
-  return props.post.description_plain
-})
-
-async function expand() {
-  if (!fullDescription.value) {
-    const detail = await postsStore.getPostFull(props.post.id)
-    fullDescription.value = detail?.description_full || props.post.description_plain
-  }
-  expanded.value = true
-}
-
-function formatBytes(n) {
-  if (!n) return '0 B'
-  if (n < 1024) return `${n} B`
-  if (n < 1024 * 1024) return `${(n / 1024).toFixed(1)} KB`
-  if (n < 1024 * 1024 * 1024) return `${(n / 1024 / 1024).toFixed(1)} MB`
-  return `${(n / 1024 / 1024 / 1024).toFixed(1)} GB`
 }
 </script>
 
@@ -118,13 +110,25 @@ function formatBytes(n) {
 .fc-post-card {
   padding: 1rem;
   margin-bottom: 1rem;
+  cursor: pointer;
+  container-type: inline-size;
+  transition: border-color 0.15s ease;
 }
+.fc-post-card:hover {
+  border-color: rgb(var(--v-theme-accent));
+}
+.fc-post-card:focus-visible {
+  outline: 2px solid rgb(var(--v-theme-accent));
+  outline-offset: 2px;
+}
+
 .fc-post-card__head {
   display: flex;
   align-items: center;
   gap: 0.6rem;
-  font-size: 0.85rem;
+  font-size: 0.8rem;
   color: rgb(var(--v-theme-on-surface-variant));
+  margin-bottom: 12px;
 }
 .fc-post-card__artist {
   color: rgb(var(--v-theme-on-surface));
@@ -133,72 +137,118 @@ function formatBytes(n) {
 }
 .fc-post-card__artist:hover { color: rgb(var(--v-theme-accent)); }
 .fc-post-card__date { white-space: nowrap; }
-.fc-post-card__title {
+
-  font-size: 1.05rem;
+.fc-post-card__body {
-  margin: 0.6rem 0 0.4rem;
-}
-.fc-post-card__desc {
-  white-space: pre-wrap;
-  font-size: 0.92rem;
-  color: rgb(var(--v-theme-on-surface));
-  margin-bottom: 0.6rem;
-}
-.fc-post-card__more {
-  background: none;
-  border: none;
-  color: rgb(var(--v-theme-accent));
-  cursor: pointer;
-  padding: 0 0.25rem;
-  font-size: inherit;
-}
-.fc-post-card__thumbs {
   display: flex;
-  flex-wrap: wrap;
+  flex-direction: column;
-  gap: 0.4rem;
+  gap: 16px;
-  align-items: center;
-  margin: 0.5rem 0;
 }
-.fc-post-card__thumb { line-height: 0; }
+@container (min-width: 800px) {
-.fc-post-card__thumb-img {
+  .fc-post-card__body {
-  border-radius: 4px;
+    flex-direction: row;
+    gap: 24px;
+  }
+  .fc-post-card__media {
+    flex: 0 0 50%;
+  }
+  .fc-post-card__text {
+    flex: 1 1 0;
+    min-width: 0;
+  }
+}
+
+.fc-post-card__hero {
+  width: 100%;
+  aspect-ratio: 16 / 10;
   overflow: hidden;
+  border-radius: 6px;
 }
-.fc-post-card__more-thumbs {
+.fc-post-card__hero img {
-  display: inline-flex;
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+  display: block;
+}
+
+.fc-post-card__rail {
+  display: flex;
+  gap: 6px;
+  margin-top: 6px;
+}
+.fc-post-card__rail-cell {
+  width: 80px;
+  height: 80px;
+  overflow: hidden;
+  border-radius: 4px;
+}
+.fc-post-card__rail-cell img {
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+  display: block;
+}
+.fc-post-card__rail-more {
+  width: 80px;
+  height: 80px;
+  display: flex;
   align-items: center;
   justify-content: center;
-  width: 96px;
-  height: 96px;
   border: 1px dashed rgb(var(--v-theme-on-surface-variant));
   border-radius: 4px;
   color: rgb(var(--v-theme-on-surface-variant));
-  text-decoration: none;
   font-size: 0.85rem;
 }
-.fc-post-card__more-thumbs:hover {
+
-  color: rgb(var(--v-theme-accent));
+.fc-post-card__title {
-  border-color: rgb(var(--v-theme-accent));
+  font-family: 'Fraunces', Georgia, serif;
+  font-size: 18px;
+  font-weight: 500;
+  margin: 0 0 8px 0;
+  color: rgb(var(--v-theme-on-surface));
+  display: -webkit-box;
+  -webkit-line-clamp: 2;
+  -webkit-box-orient: vertical;
+  overflow: hidden;
 }
-.fc-post-card__attachments {
+.fc-post-card__title--missing {
-  display: flex;
+  font-style: italic;
-  flex-wrap: wrap;
+  color: rgb(var(--v-theme-on-surface-variant));
-  gap: 0.4rem;
-  margin-top: 0.6rem;
 }
-.fc-post-card__att {
+@container (min-width: 800px) {
+  .fc-post-card__title {
+    font-size: 20px;
+    -webkit-line-clamp: 1;
+    white-space: nowrap;
+    text-overflow: ellipsis;
+  }
+}
+
+.fc-post-card__desc {
+  font-size: 0.9rem;
+  line-height: 1.5;
+  color: rgb(var(--v-theme-on-surface));
+  margin: 0 0 12px 0;
+  display: -webkit-box;
+  -webkit-line-clamp: 3;
+  -webkit-box-orient: vertical;
+  overflow: hidden;
+}
+.fc-post-card__desc--missing {
+  font-style: italic;
+  color: rgb(var(--v-theme-on-surface-variant));
+}
+@container (min-width: 800px) {
+  .fc-post-card__desc {
+    -webkit-line-clamp: 5;
+  }
+}
+
+.fc-post-card__atts {
   display: inline-flex;
   align-items: center;
-  gap: 0.35rem;
+  gap: 6px;
-  padding: 0.2rem 0.5rem;
+  font-size: 0.85rem;
-  border: 1px solid rgb(var(--v-theme-on-surface-variant));
+  color: rgb(var(--v-theme-on-surface-variant));
-  border-radius: 999px;
-  color: rgb(var(--v-theme-on-surface));
-  text-decoration: none;
-  font-size: 0.82rem;
 }
-.fc-post-card__att:hover {
+.fc-post-card__att-icon { color: rgb(var(--v-theme-on-surface-variant)); }
-  color: rgb(var(--v-theme-accent));
-  border-color: rgb(var(--v-theme-accent));
-}
-.fc-post-card__att-size { color: rgb(var(--v-theme-on-surface-variant)); }
 </style>

frontend/src/components/posts/PostEmptyThumbs.vue

@@ -0,0 +1,35 @@
+<template>
+  <div class="fc-post-empty">
+    <v-icon size="48" class="fc-post-empty__icon">mdi-image-off-outline</v-icon>
+    <div class="fc-post-empty__text">No images attached to this post</div>
+  </div>
+</template>
+
+<script setup>
+// No props — pure presentational placeholder.
+</script>
+
+<style scoped>
+.fc-post-empty {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  gap: 12px;
+  padding: 32px 16px;
+  border: 1px dashed rgb(var(--v-theme-on-surface-variant));
+  border-radius: 8px;
+  background: rgba(20, 23, 26, 0.3);
+  width: 100%;
+  height: 100%;
+  min-height: 200px;
+}
+.fc-post-empty__icon {
+  color: rgb(var(--v-theme-on-surface-variant));
+  opacity: 0.6;
+}
+.fc-post-empty__text {
+  color: rgb(var(--v-theme-on-surface-variant));
+  font-size: 0.9rem;
+}
+</style>

frontend/src/components/posts/PostImageGrid.vue

@@ -0,0 +1,63 @@
+<template>
+  <div class="fc-post-grid">
+    <button
+      v-for="(t, idx) in thumbnails"
+      :key="t.image_id"
+      type="button"
+      class="fc-post-grid__cell"
+      :aria-label="`Open image ${idx + 1} of ${thumbnails.length}`"
+      @click="openImage(t.image_id, idx)"
+    >
+      <img
+        :src="t.thumbnail_url"
+        :alt="`thumbnail ${idx + 1}`"
+        loading="lazy"
+      />
+    </button>
+  </div>
+</template>
+
+<script setup>
+import { computed } from 'vue'
+import { useModalStore } from '../../stores/modal.js'
+
+const props = defineProps({
+  thumbnails: { type: Array, required: true },  // [{ image_id, thumbnail_url, ... }]
+})
+
+const modal = useModalStore()
+
+const imageIds = computed(() => props.thumbnails.map(t => t.image_id))
+
+function openImage (id, idx) {
+  modal.open(id, { postImageIds: imageIds.value, initialIndex: idx })
+}
+</script>
+
+<style scoped>
+.fc-post-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(220px, 1fr));
+  gap: 6px;
+}
+.fc-post-grid__cell {
+  aspect-ratio: 4 / 3;
+  overflow: hidden;
+  border-radius: 4px;
+  cursor: pointer;
+  border: 0;
+  padding: 0;
+  background: rgb(var(--v-theme-background));
+  transition: transform 0.15s ease, box-shadow 0.15s ease;
+}
+.fc-post-grid__cell:hover {
+  transform: scale(1.02);
+  box-shadow: 0 0 0 2px rgb(var(--v-theme-accent));
+}
+.fc-post-grid__cell img {
+  width: 100%;
+  height: 100%;
+  object-fit: cover;
+  display: block;
+}
+</style>

frontend/src/components/posts/PostModal.vue

@@ -0,0 +1,211 @@
+<template>
+  <v-dialog
+    :model-value="store.isOpen"
+    max-width="1100"
+    scrollable
+    @update:model-value="(v) => { if (!v) close() }"
+  >
+    <v-card v-if="store.currentPost" class="fc-post-modal">
+      <div class="fc-post-modal__head">
+        <v-chip size="x-small" variant="tonal">{{ post.source.platform }}</v-chip>
+        <RouterLink
+          :to="{ name: 'artist', params: { slug: post.artist.slug } }"
+          class="fc-post-modal__artist"
+          @click="close"
+        >{{ post.artist.name }}</RouterLink>
+        <span class="fc-post-modal__date" :title="absoluteDate">
+          {{ relativeDate }}
+        </span>
+        <span v-if="post.thumbnails?.length" class="fc-post-modal__meta">
+          · {{ post.thumbnails.length }} image{{ post.thumbnails.length === 1 ? '' : 's' }}
+        </span>
+        <span v-if="post.attachments?.length" class="fc-post-modal__meta">
+          · {{ post.attachments.length }} attachment{{ post.attachments.length === 1 ? '' : 's' }}
+        </span>
+        <v-spacer />
+        <v-btn
+          v-if="post.post_url"
+          :href="post.post_url" target="_blank" rel="noopener"
+          icon="mdi-open-in-new" size="small" variant="text"
+          :aria-label="`open original post on ${post.source.platform}`"
+        />
+        <v-btn
+          icon="mdi-close" size="small" variant="text"
+          aria-label="Close"
+          @click="close"
+        />
+      </div>
+
+      <v-card-text class="fc-post-modal__body">
+        <section v-if="post.thumbnails?.length" class="fc-post-modal__sec">
+          <PostImageGrid :thumbnails="post.thumbnails" />
+          <div v-if="!store.detailLoaded" class="fc-post-modal__loading-hint">
+            Loading full image list…
+          </div>
+        </section>
+
+        <section v-if="post.post_title" class="fc-post-modal__sec">
+          <h2 class="fc-post-modal__title">{{ post.post_title }}</h2>
+        </section>
+
+        <section v-if="descriptionHtml" class="fc-post-modal__sec">
+          <div class="fc-post-modal__desc" v-html="descriptionHtml" />
+        </section>
+
+        <section v-if="post.attachments?.length" class="fc-post-modal__sec">
+          <h3 class="fc-post-modal__h3">Attachments</h3>
+          <div class="fc-post-modal__atts">
+            <a
+              v-for="att in post.attachments" :key="att.id"
+              :href="att.download_url" download
+              class="fc-post-modal__att"
+            >
+              <v-icon size="small" class="fc-post-modal__att-icon">mdi-paperclip</v-icon>
+              <span class="fc-post-modal__att-name">{{ att.original_filename }}</span>
+              <span class="fc-post-modal__att-size">({{ formatBytes(att.size_bytes) }})</span>
+            </a>
+          </div>
+        </section>
+      </v-card-text>
+    </v-card>
+  </v-dialog>
+</template>
+
+<script setup>
+import { computed } from 'vue'
+import { RouterLink } from 'vue-router'
+
+import { usePostModalStore } from '../../stores/postModal.js'
+import { sanitizeHtml } from '../../utils/htmlSanitize.js'
+import PostImageGrid from './PostImageGrid.vue'
+
+const store = usePostModalStore()
+const post = computed(() => store.currentPost || {})
+
+const sortDateIso = computed(() => post.value.post_date || post.value.downloaded_at)
+const absoluteDate = computed(() => sortDateIso.value
+  ? new Date(sortDateIso.value).toLocaleString()
+  : '')
+const relativeDate = computed(() => {
+  if (!sortDateIso.value) return ''
+  const then = new Date(sortDateIso.value).getTime()
+  const diff = (Date.now() - then) / 1000
+  if (diff < 60) return `${Math.floor(diff)}s ago`
+  if (diff < 3600) return `${Math.floor(diff / 60)}m ago`
+  if (diff < 86400) return `${Math.floor(diff / 3600)}h ago`
+  if (diff < 86400 * 30) return `${Math.floor(diff / 86400)}d ago`
+  return new Date(sortDateIso.value).toLocaleDateString()
+})
+
+const descriptionHtml = computed(() => {
+  // Detail endpoint returns description_full as plain text (the
+  // existing service uses html_to_plain on the stored description).
+  // Render the plain text in <p> wrappers; the sanitizer below is
+  // defensive for the case where the backend ever switches to raw HTML.
+  const raw = post.value.description_full || post.value.description_plain
+  if (!raw) return ''
+  if (/[<>]/.test(raw)) return sanitizeHtml(raw)
+  const esc = raw
+    .replace(/&/g, '&amp;')
+    .replace(/</g, '&lt;')
+    .replace(/>/g, '&gt;')
+  return esc
+    .split(/\n\s*\n/)
+    .map(p => `<p>${p.replace(/\n/g, '<br>')}</p>`)
+    .join('')
+})
+
+function close () {
+  store.close()
+}
+
+function formatBytes (n) {
+  if (!n) return '0 B'
+  if (n < 1024) return `${n} B`
+  if (n < 1024 * 1024) return `${(n / 1024).toFixed(1)} KB`
+  if (n < 1024 * 1024 * 1024) return `${(n / 1024 / 1024).toFixed(1)} MB`
+  return `${(n / 1024 / 1024 / 1024).toFixed(1)} GB`
+}
+</script>
+
+<style scoped>
+.fc-post-modal {
+  background: rgb(var(--v-theme-surface));
+  max-height: 90vh;
+  display: flex;
+  flex-direction: column;
+}
+.fc-post-modal__head {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 12px 16px;
+  font-size: 0.85rem;
+  color: rgb(var(--v-theme-on-surface-variant));
+  border-bottom: 1px solid rgb(var(--v-theme-on-surface-variant) / 0.15);
+}
+.fc-post-modal__artist {
+  color: rgb(var(--v-theme-on-surface));
+  text-decoration: none;
+  font-weight: 600;
+}
+.fc-post-modal__artist:hover { color: rgb(var(--v-theme-accent)); }
+.fc-post-modal__date { white-space: nowrap; }
+.fc-post-modal__meta { white-space: nowrap; }
+.fc-post-modal__body {
+  padding: 16px;
+  overflow-y: auto;
+  flex: 1 1 auto;
+}
+.fc-post-modal__sec {
+  margin-bottom: 24px;
+}
+.fc-post-modal__sec:last-child { margin-bottom: 0; }
+.fc-post-modal__title {
+  font-family: 'Fraunces', Georgia, serif;
+  font-size: 24px;
+  font-weight: 500;
+  margin: 0;
+  color: rgb(var(--v-theme-on-surface));
+}
+.fc-post-modal__h3 {
+  font-family: 'Fraunces', Georgia, serif;
+  font-size: 16px;
+  font-weight: 500;
+  margin: 0 0 8px 0;
+  color: rgb(var(--v-theme-on-surface));
+}
+.fc-post-modal__desc {
+  font-size: 0.95rem;
+  line-height: 1.55;
+  color: rgb(var(--v-theme-on-surface));
+}
+.fc-post-modal__desc :deep(p) { margin: 0 0 12px 0; }
+.fc-post-modal__desc :deep(a) { color: rgb(var(--v-theme-accent)); }
+.fc-post-modal__loading-hint {
+  margin-top: 8px;
+  font-size: 0.8rem;
+  color: rgb(var(--v-theme-on-surface-variant));
+}
+.fc-post-modal__atts {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 8px;
+}
+.fc-post-modal__att {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  padding: 6px 12px;
+  border: 1px solid rgb(var(--v-theme-on-surface-variant));
+  border-radius: 999px;
+  color: rgb(var(--v-theme-on-surface));
+  text-decoration: none;
+  font-size: 0.85rem;
+}
+.fc-post-modal__att:hover {
+  color: rgb(var(--v-theme-accent));
+  border-color: rgb(var(--v-theme-accent));
+}
+.fc-post-modal__att-size { color: rgb(var(--v-theme-on-surface-variant)); }
+</style>

frontend/src/components/settings/BrowserExtensionCard.vue

@@ -34,11 +34,18 @@
 
       <template v-else-if="manifest?.installed">
         <div class="fc-ext-install mt-3">
+          <!-- Install button: direct :href anchor click (no programmatic
+               window.location.assign). Firefox's XPI-install gesture
+               requires a user-clicked anchor pointing at an
+               application/x-xpinstall response; programmatic navigation
+               sometimes triggered nothing instead of the install dialog
+               (operator-flagged 2026-05-26). No `download` attribute —
+               that would force a save dialog instead of install. -->
           <v-btn
             v-if="isFirefox"
             color="accent" variant="flat" rounded="pill"
             prepend-icon="mdi-firefox"
-            @click="installXpi"
+            :href="manifest.latest_url"
           >Install Firefox extension</v-btn>
 
           <v-btn
@@ -103,6 +110,7 @@
 <script setup>
 import { computed, onMounted, ref } from 'vue'
 import { useApi } from '../../composables/useApi.js'
+import { copyText } from '../../utils/clipboard.js'
 
 const api = useApi()
 
@@ -146,11 +154,6 @@ async function loadKey() {
   }
 }
 
-function installXpi() {
-  if (!manifest.value?.latest_url) return
-  window.location.assign(manifest.value.latest_url)
-}
-
 async function rotateKey() {
   rotating.value = true
   try {
@@ -170,7 +173,7 @@ async function rotateKey() {
 
 async function copy(text, label) {
   try {
-    await navigator.clipboard.writeText(text)
+    await copyText(text)
     window.__fcToast?.({ text: `${label} copied.`, type: 'success' })
   } catch (e) {
     window.__fcToast?.({ text: `Copy failed: ${e.message}`, type: 'error' })

frontend/src/components/settings/ImportTaskList.vue

@@ -45,9 +45,11 @@
       <template #item.size_bytes="{ item }">{{ formatBytes(item.size_bytes) }}</template>
       <template #item.created_at="{ item }">{{ formatDate(item.created_at) }}</template>
       <template #item.error="{ item }">
-        <span v-if="item.error" :title="item.error" class="text-caption">
+        <button
-          {{ shorten(item.error, 60) }}
+          v-if="item.error" type="button" class="fc-err-link text-caption"
-        </span>
+          @click="openError(`Task ${item.id} failed`, item.error)"
+          title="Click for full error"
+        >{{ shorten(item.error, 60) }}</button>
       </template>
     </v-data-table-virtual>
     <div v-if="store.hasMore" class="d-flex justify-center py-3">
@@ -100,16 +102,35 @@
         </v-card-actions>
       </v-card>
     </v-dialog>
+
+    <ErrorDetailModal
+      v-model="showErrorModal"
+      :title="errorModalTitle"
+      :message="errorModalMessage"
+    />
   </v-card>
 </template>
 
 <script setup>
 import { computed, ref } from 'vue'
 import { useImportStore } from '../../stores/import.js'
+import ErrorDetailModal from '../common/ErrorDetailModal.vue'
 
 const store = useImportStore()
 const statusFilter = ref(null)
 const clearDialog = ref(false)
+// Click-to-open modal for full error text (operator-flagged 2026-05-26
+// — the prior :title="..." tooltip cramped multi-line SQLAlchemy
+// tracebacks into an unusable popup with no copy-paste affordance).
+const showErrorModal = ref(false)
+const errorModalTitle = ref('')
+const errorModalMessage = ref('')
+
+function openError(title, message) {
+  errorModalTitle.value = title
+  errorModalMessage.value = message || ''
+  showErrorModal.value = true
+}
 const clearAgeDays = ref(7)
 const clearStuckDialog = ref(false)
 
@@ -179,3 +200,21 @@ async function onClearStuckConfirm() {
   clearStuckDialog.value = false
 }
 </script>
+
+<style scoped>
+.fc-err-link {
+  /* Truncated error preview as a clickable button — opens
+     ErrorDetailModal with the full text. Inherits the row's font
+     sizing so it doesn't visually drift from the prior tooltip-bearing
+     span. */
+  color: rgb(var(--v-theme-error, 220 80 80));
+  background: transparent;
+  border: 0;
+  padding: 0;
+  font: inherit;
+  text-align: left;
+  text-decoration: underline dotted;
+  cursor: pointer;
+}
+.fc-err-link:hover { text-decoration: underline; }
+</style>

frontend/src/components/settings/MaintenancePanel.vue

@@ -1,19 +1,23 @@
 <template>
   <div class="fc-maint">
     <p class="text-body-2 mb-4">
-      Machine-assisted tagging controls. Backfill and centroid recompute run
+      Operational backfills and tagging controls. The ML backfill and centroid
-      nightly automatically; the allowlist auto-applies accepted tags to new
+      recompute run nightly automatically; the allowlist auto-applies accepted
-      and existing images.
+      tags to new and existing images. Use the cards below to trigger a
+      one-off pass.
     </p>
     <div class="fc-maint__grid">
       <MLBackfillCard />
       <CentroidRecomputeCard />
+      <ThumbnailBackfillCard />
     </div>
     <MLThresholdSliders class="mt-4" />
     <AllowlistTable class="mt-4" />
     <AliasTable class="mt-4" />
     <BackupCard class="mt-6" />
-    <TagMaintenanceCard class="mt-6" />
+    <!-- TagMaintenanceCard moved to Cleanup tab (v26.05.25.7) — it
+         operates on the existing library which fits the Cleanup-tab
+         theme, and clusters with the other audit cards. -->
     <LegacyMigrationCard class="mt-6" />
   </div>
 </template>
@@ -21,11 +25,11 @@
 <script setup>
 import MLBackfillCard from './MLBackfillCard.vue'
 import CentroidRecomputeCard from './CentroidRecomputeCard.vue'
+import ThumbnailBackfillCard from './ThumbnailBackfillCard.vue'
 import MLThresholdSliders from './MLThresholdSliders.vue'
 import AllowlistTable from './AllowlistTable.vue'
 import AliasTable from './AliasTable.vue'
 import BackupCard from './BackupCard.vue'
-import TagMaintenanceCard from './TagMaintenanceCard.vue'
 import LegacyMigrationCard from './LegacyMigrationCard.vue'
 </script>
 

frontend/src/components/settings/SystemActivityTab.vue

@@ -59,8 +59,12 @@
               <td>{{ r.queue }}</td>
               <td><code>{{ shortTaskName(r.task_name) }}</code></td>
               <td class="fc-tabular">{{ r.target_id ?? '—' }}</td>
-              <td class="fc-err" :title="r.error_message">
+              <td>
-                {{ r.error_type }}
+                <button
+                  type="button" class="fc-err-link"
+                  @click="openError(r)"
+                  :title="'Click for full error'"
+                >{{ r.error_type }}</button>
               </td>
             </tr>
             <tr v-if="!filteredFailures.length">
@@ -138,6 +142,11 @@
         </div>
       </v-card-text>
     </v-card>
+
+    <ErrorDetailModal
+      v-model="showErrorModal"
+      :row="errorModalRow"
+    />
   </div>
 </template>
 
@@ -145,8 +154,21 @@
 import { computed, onMounted, onUnmounted, ref } from 'vue'
 
 import { useSystemActivityStore } from '../../stores/systemActivity.js'
+import ErrorDetailModal from '../common/ErrorDetailModal.vue'
 import QueuesTable from './QueuesTable.vue'
 
+// Click-to-open modal for full error text. Replaces the unusable
+// :title="..." tooltip (operator-flagged 2026-05-26: SQLAlchemy
+// rollback + traceback content rendered as a cramped browser tooltip
+// you couldn't copy from or scroll within).
+const showErrorModal = ref(false)
+const errorModalRow = ref(null)
+
+function openError(row) {
+  errorModalRow.value = row
+  showErrorModal.value = true
+}
+
 const store = useSystemActivityStore()
 
 const filterQueue = ref(null)
@@ -276,5 +298,18 @@ function formatRelative(iso) {
   font-feature-settings: 'tnum';
 }
 .fc-err { color: rgb(var(--v-theme-error, 220 80 80)); }
+.fc-err-link {
+  /* Styled as a text-only button so the error_type cell stays
+     visually identical to the prior tooltip-bearing row, but is
+     now a real clickable target with hover affordance. */
+  color: rgb(var(--v-theme-error, 220 80 80));
+  background: transparent;
+  border: 0;
+  padding: 0;
+  font: inherit;
+  text-decoration: underline dotted;
+  cursor: pointer;
+}
+.fc-err-link:hover { text-decoration: underline; }
 .fc-muted { color: rgb(var(--v-theme-on-surface-variant)); }
 </style>

frontend/src/components/settings/ThumbnailBackfillCard.vue

@@ -0,0 +1,30 @@
+<template>
+  <v-card>
+    <v-card-title>Thumbnail backfill</v-card-title>
+    <v-card-text>
+      <p class="text-body-2 mb-3">
+        Scan the library for images with no thumbnail, or whose thumbnail file
+        is missing or corrupt on disk. Repair candidates are re-enqueued for
+        thumbnail generation. Safe to re-run.
+      </p>
+      <v-btn color="primary" rounded="pill" :loading="busy" @click="run">
+        <v-icon start>mdi-image-refresh</v-icon> Run backfill now
+      </v-btn>
+      <span v-if="done" class="ml-3 text-caption">Enqueued.</span>
+    </v-card-text>
+  </v-card>
+</template>
+
+<script setup>
+import { ref } from 'vue'
+import { useThumbnailsStore } from '../../stores/thumbnails.js'
+const store = useThumbnailsStore()
+const busy = ref(false)
+const done = ref(false)
+async function run () {
+  busy.value = true
+  try { await store.triggerBackfill(); done.value = true }
+  catch (e) { window.__fcToast?.({ text: e.message, type: 'error' }) }
+  finally { busy.value = false }
+}
+</script>

frontend/src/stores/artist.js

@@ -1,6 +1,7 @@
 import { defineStore } from 'pinia'
 import { ref, computed } from 'vue'
 import { useApi } from '../composables/useApi.js'
+import { usePostsStore } from './posts.js'
 
 const PAGE = 60
 
@@ -15,7 +16,11 @@ export const useArtistStore = defineStore('artist', () => {
   const notFound = ref(false)
   let started = false
 
-  async function load(slug) {
+  async function load (slug) {
+    // Cross-artist reset: clear this store AND the posts store so the new
+    // artist doesn't briefly render with the previous artist's content
+    // when the user is on the Posts tab. (Gallery tab uses this artist
+    // store's own images list — cleared above.)
     overview.value = null
     images.value = []
     nextCursor.value = null
@@ -23,6 +28,7 @@ export const useArtistStore = defineStore('artist', () => {
     started = false
     error.value = null
     loading.value = true
+    usePostsStore().$reset?.()
     try {
       overview.value = await api.get(`/api/artist/${encodeURIComponent(slug)}`)
       await loadMoreImages(slug)
@@ -34,7 +40,7 @@ export const useArtistStore = defineStore('artist', () => {
     }
   }
 
-  async function loadMoreImages(slug) {
+  async function loadMoreImages (slug) {
     if (imagesLoading.value) return
     if (started && nextCursor.value === null) return
     imagesLoading.value = true
@@ -55,9 +61,13 @@ export const useArtistStore = defineStore('artist', () => {
   }
 
   const hasMoreImages = computed(() => !started || nextCursor.value !== null)
+  const postCount = computed(() => overview.value?.post_count ?? null)
+  const imageCount = computed(() => overview.value?.image_count ?? null)
+  const lastAdded = computed(() => overview.value?.date_range?.max ?? null)
 
   return {
     overview, images, loading, imagesLoading, error, notFound,
-    hasMoreImages, load, loadMoreImages
+    hasMoreImages, postCount, imageCount, lastAdded,
+    load, loadMoreImages,
   }
 })

frontend/src/stores/cleanup.js

@@ -0,0 +1,72 @@
+import { defineStore } from 'pinia'
+import { ref } from 'vue'
+import { useApi } from '../composables/useApi.js'
+
+export const useCleanupStore = defineStore('cleanup', () => {
+  const api = useApi()
+
+  // Defaults sourced from ImportSettings on mount. Cards pre-fill from
+  // these so the common case ("apply current import filters
+  // retroactively") is one click; operator can override per-audit.
+  const defaults = ref({
+    min_width: 0,
+    min_height: 0,
+    transparency_threshold: 0.9,
+    single_color_threshold: 0.95,
+    single_color_tolerance: 30,
+  })
+
+  const recentRuns = ref([])
+
+  async function loadDefaults() {
+    const s = await api.get('/api/settings/import')
+    defaults.value = {
+      min_width: s.min_width ?? 0,
+      min_height: s.min_height ?? 0,
+      transparency_threshold: s.transparency_threshold ?? 0.9,
+      single_color_threshold: s.single_color_threshold ?? 0.95,
+      single_color_tolerance: s.single_color_tolerance ?? 30,
+    }
+  }
+
+  async function previewMinDim(min_width, min_height) {
+    return await api.post('/api/cleanup/min-dimension/preview', {
+      body: { min_width, min_height },
+    })
+  }
+
+  async function deleteMinDim(min_width, min_height, confirm) {
+    return await api.post('/api/cleanup/min-dimension/delete', {
+      body: { min_width, min_height, confirm },
+    })
+  }
+
+  async function startAudit(rule, params) {
+    return await api.post('/api/cleanup/audit', { body: { rule, params } })
+  }
+
+  async function getAudit(id) {
+    return await api.get(`/api/cleanup/audit/${id}`)
+  }
+
+  async function loadHistory(limit = 20) {
+    const body = await api.get(`/api/cleanup/audit?limit=${limit}`)
+    recentRuns.value = body.runs
+    return body.runs
+  }
+
+  async function applyAudit(id, confirm) {
+    return await api.post(`/api/cleanup/audit/${id}/apply`, { body: { confirm } })
+  }
+
+  async function cancelAudit(id) {
+    return await api.post(`/api/cleanup/audit/${id}/cancel`)
+  }
+
+  return {
+    defaults, recentRuns,
+    loadDefaults,
+    previewMinDim, deleteMinDim,
+    startAudit, getAudit, loadHistory, applyAudit, cancelAudit,
+  }
+})

frontend/src/stores/modal.js

@@ -6,14 +6,31 @@ export const useModalStore = defineStore('modal', () => {
   const api = useApi()
 
   const currentImageId = ref(null)
-  const current = ref(null)        // full image detail from API
+  const current = ref(null)
   const loading = ref(false)
   const error = ref(null)
 
-  async function open(id) {
+  // Post-scoped cycle. When set, prev/next cycles within this array
+  // (used by PostModal's PostImageGrid clicks). When null, prev/next
+  // falls back to current.value.neighbors (the gallery-store-driven
+  // /api/gallery/image/<id> neighbors).
+  const postImageIds = ref(null)
+  const postImageIndex = ref(0)
+
+  async function open (id, opts = {}) {
     currentImageId.value = id
     loading.value = true
     error.value = null
+    // Update post-scoped state if caller passed it; otherwise clear so
+    // the next open() from gallery context uses neighbors mode.
+    if (opts.postImageIds != null) {
+      postImageIds.value = opts.postImageIds
+      postImageIndex.value = opts.postImageIds.indexOf(id)
+      if (postImageIndex.value < 0) postImageIndex.value = 0
+    } else if (opts.clearPostScope !== false && postImageIds.value != null) {
+      postImageIds.value = null
+      postImageIndex.value = 0
+    }
     try {
       current.value = await api.get(`/api/gallery/image/${id}`)
     } catch (e) {
@@ -24,41 +41,58 @@ export const useModalStore = defineStore('modal', () => {
     }
   }
 
-  async function close() {
+  async function close () {
     currentImageId.value = null
     current.value = null
     error.value = null
+    postImageIds.value = null
+    postImageIndex.value = 0
   }
 
-  async function goPrev() {
+  async function goPrev () {
-    if (current.value && current.value.neighbors.prev_id) {
+    if (postImageIds.value != null) {
+      if (postImageIndex.value > 0) {
+        const newIdx = postImageIndex.value - 1
+        const newId = postImageIds.value[newIdx]
+        postImageIndex.value = newIdx
+        await open(newId, { postImageIds: postImageIds.value })
+      }
+      return
+    }
+    if (current.value && current.value.neighbors?.prev_id) {
       await open(current.value.neighbors.prev_id)
     }
   }
-  async function goNext() {
+
-    if (current.value && current.value.neighbors.next_id) {
+  async function goNext () {
+    if (postImageIds.value != null) {
+      if (postImageIndex.value < postImageIds.value.length - 1) {
+        const newIdx = postImageIndex.value + 1
+        const newId = postImageIds.value[newIdx]
+        postImageIndex.value = newIdx
+        await open(newId, { postImageIds: postImageIds.value })
+      }
+      return
+    }
+    if (current.value && current.value.neighbors?.next_id) {
       await open(current.value.neighbors.next_id)
     }
   }
 
-  async function reloadTags() {
+  async function reloadTags () {
     if (!currentImageId.value) return
     const tags = await api.get(`/api/images/${currentImageId.value}/tags`)
     if (current.value) current.value.tags = tags
   }
 
-  async function removeTag(tagId) {
+  async function removeTag (tagId) {
     if (!currentImageId.value) return
-    // Optimistic UI: remove locally first, restore on error.
     const prev = current.value.tags
     current.value.tags = current.value.tags.filter(t => t.id !== tagId)
     try {
-      // FC-2b: removal also records a per-image rejection (suggestions/dismiss
-      // is the rejection-recording endpoint) so the allowlist maintenance
-      // task won't re-apply this tag to this image.
       await api.delete(`/api/images/${currentImageId.value}/tags/${tagId}`)
       await api.post(`/api/images/${currentImageId.value}/suggestions/dismiss`, {
-        body: { tag_id: tagId }
+        body: { tag_id: tagId },
       })
     } catch (e) {
       current.value.tags = prev
@@ -67,25 +101,36 @@ export const useModalStore = defineStore('modal', () => {
     }
   }
 
-  async function addExistingTag(tagId) {
+  async function addExistingTag (tagId) {
     if (!currentImageId.value) return
     await api.post(`/api/images/${currentImageId.value}/tags`, {
-      body: { tag_id: tagId, source: 'manual' }
+      body: { tag_id: tagId, source: 'manual' },
     })
     await reloadTags()
   }
 
-  async function createAndAdd({ name, kind, fandom_id = null }) {
+  async function createAndAdd ({ name, kind, fandom_id = null }) {
     const tag = await api.post('/api/tags', { body: { name, kind, fandom_id } })
     await addExistingTag(tag.id)
   }
 
   const isOpen = computed(() => currentImageId.value !== null)
-  const canPrev = computed(() => current.value?.neighbors?.prev_id != null)
+  const canPrev = computed(() => {
-  const canNext = computed(() => current.value?.neighbors?.next_id != null)
+    if (postImageIds.value != null) return postImageIndex.value > 0
+    return current.value?.neighbors?.prev_id != null
+  })
+  const canNext = computed(() => {
+    if (postImageIds.value != null) {
+      return postImageIndex.value < (postImageIds.value.length - 1)
+    }
+    return current.value?.neighbors?.next_id != null
+  })
 
   return {
-    currentImageId, current, loading, error, isOpen, canPrev, canNext,
+    currentImageId, current, loading, error,
-    open, close, goPrev, goNext, reloadTags, removeTag, addExistingTag, createAndAdd
+    postImageIds, postImageIndex,
+    isOpen, canPrev, canNext,
+    open, close, goPrev, goNext,
+    reloadTags, removeTag, addExistingTag, createAndAdd,
   }
 })

frontend/src/stores/postModal.js

@@ -0,0 +1,39 @@
+import { defineStore } from 'pinia'
+import { ref, computed } from 'vue'
+import { usePostsStore } from './posts.js'
+
+export const usePostModalStore = defineStore('postModal', () => {
+  const postsStore = usePostsStore()
+
+  // Feed-shape on open; upgraded to detail shape (full description +
+  // uncapped thumbnails) once getPostFull resolves.
+  const currentPost = ref(null)
+  const detailLoaded = ref(false)
+  const error = ref(null)
+  const isOpen = computed(() => currentPost.value !== null)
+
+  async function open (post) {
+    currentPost.value = post
+    detailLoaded.value = false
+    error.value = null
+    try {
+      const detail = await postsStore.getPostFull(post.id)
+      if (currentPost.value?.id === post.id) {
+        currentPost.value = detail
+        detailLoaded.value = true
+      }
+    } catch (e) {
+      // Keep feed-shape data; PostModal can still render title + truncated
+      // description + the up-to-6 feed thumbnails. Just surface the error.
+      error.value = e.message
+    }
+  }
+
+  function close () {
+    currentPost.value = null
+    detailLoaded.value = false
+    error.value = null
+  }
+
+  return { currentPost, detailLoaded, error, isOpen, open, close }
+})

frontend/src/stores/tags.js

@@ -2,24 +2,22 @@ import { defineStore } from 'pinia'
 import { ref } from 'vue'
 import { useApi } from '../composables/useApi.js'
 
+// `artist` retired in FC-2d-vii-c (provenance is its own axis), `meta` +
+// `rating` retired by operator 2026-05-26 (alembic 0023 drops them from
+// the enum). KIND_COLOR keeps `archive` + `post` so any legacy
+// system-managed tag still renders with a neutral color.
 const KIND_OPTIONS = [
   { value: 'general',   label: 'General',   icon: 'mdi-tag' },
-  { value: 'artist',    label: 'Artist',    icon: 'mdi-palette' },
   { value: 'character', label: 'Character', icon: 'mdi-account-circle' },
   { value: 'fandom',    label: 'Fandom',    icon: 'mdi-book-open-page-variant' },
-  { value: 'series',    label: 'Series',    icon: 'mdi-bookshelf' },
+  { value: 'series',    label: 'Series',    icon: 'mdi-bookshelf' }
-  { value: 'meta',      label: 'Meta',      icon: 'mdi-cog-outline' },
-  { value: 'rating',    label: 'Rating',    icon: 'mdi-shield-check-outline' }
 ]
 
 const KIND_COLOR = {
-  artist:    'accent',
   character: 'info',
   fandom:    'secondary',
   series:    'warning',
   general:   'on-surface',
-  meta:      'on-surface',
-  rating:    'on-surface',
   archive:   'on-surface',
   post:      'on-surface'
 }

frontend/src/stores/thumbnails.js

@@ -0,0 +1,12 @@
+import { defineStore } from 'pinia'
+import { useApi } from '../composables/useApi.js'
+
+export const useThumbnailsStore = defineStore('thumbnails', () => {
+  const api = useApi()
+
+  async function triggerBackfill () {
+    await api.post('/api/thumbnails/backfill')
+  }
+
+  return { triggerBackfill }
+})

frontend/src/utils/clipboard.js

@@ -0,0 +1,35 @@
+// Clipboard write that works on plain-HTTP self-hosted deployments.
+//
+// navigator.clipboard is gated by the browser's Secure Context restriction
+// (HTTPS or localhost only). FabledCurator runs over plain HTTP per the
+// homelab posture, so the modern API is undefined in production. We fall
+// back to the legacy execCommand('copy') path via a temporary off-screen
+// textarea — wide browser support, no HTTPS requirement.
+
+export async function copyText (text) {
+  const str = text == null ? '' : String(text)
+  if (typeof navigator !== 'undefined' && navigator.clipboard?.writeText) {
+    try {
+      await navigator.clipboard.writeText(str)
+      return
+    } catch {
+      // Fall through to the legacy path. Some browsers throw even when
+      // the API exists (permission denied, focus loss, etc.).
+    }
+  }
+  const ta = document.createElement('textarea')
+  ta.value = str
+  ta.setAttribute('readonly', '')
+  ta.style.position = 'fixed'
+  ta.style.top = '0'
+  ta.style.left = '0'
+  ta.style.opacity = '0'
+  ta.style.pointerEvents = 'none'
+  document.body.appendChild(ta)
+  ta.select()
+  ta.setSelectionRange(0, str.length)
+  let ok = false
+  try { ok = document.execCommand('copy') } catch { ok = false }
+  document.body.removeChild(ta)
+  if (!ok) throw new Error('clipboard copy not supported')
+}

frontend/src/utils/htmlSanitize.js

@@ -0,0 +1,61 @@
+// Whitelist-based HTML sanitizer for rendering third-party post
+// descriptions (e.g. Patreon) via v-html. Strips script/style/iframe
+// + event handlers + dangerous hrefs. Tag whitelist covers what
+// Patreon, SubscribeStar, and similar platforms ship in normal posts.
+//
+// Not a substitute for server-side sanitization in higher-stakes
+// contexts. This is for FC's single-operator homelab posture where
+// the content source is the operator's own subscriptions.
+
+const ALLOWED_TAGS = new Set([
+  'a', 'b', 'blockquote', 'br', 'code', 'div', 'em', 'figure',
+  'h1', 'h2', 'h3', 'h4', 'h5', 'h6', 'hr', 'i', 'img', 'li',
+  'ol', 'p', 'pre', 's', 'span', 'strong', 'sub', 'sup', 'u', 'ul',
+])
+
+const ALLOWED_ATTRS = {
+  a: new Set(['href', 'title', 'rel', 'target']),
+  img: new Set(['src', 'alt', 'title', 'width', 'height']),
+  // any tag → these always allowed
+  '*': new Set(['class']),
+}
+
+const SAFE_URL_RE = /^(https?:|mailto:|#|\/)/i
+
+export function sanitizeHtml (html) {
+  if (typeof html !== 'string' || !html) return ''
+  const doc = new DOMParser().parseFromString(html, 'text/html')
+  _scrubNode(doc.body)
+  return doc.body.innerHTML
+}
+
+function _scrubNode (node) {
+  const children = Array.from(node.children)
+  for (const child of children) {
+    const tag = child.tagName.toLowerCase()
+    if (!ALLOWED_TAGS.has(tag)) {
+      // Strip the tag but keep its text content as a fallback.
+      const text = document.createTextNode(child.textContent || '')
+      child.replaceWith(text)
+      continue
+    }
+    const allowed = new Set([
+      ...(ALLOWED_ATTRS[tag] || []),
+      ...(ALLOWED_ATTRS['*'] || []),
+    ])
+    for (const attr of Array.from(child.attributes)) {
+      const name = attr.name.toLowerCase()
+      if (name.startsWith('on') || !allowed.has(name)) {
+        child.removeAttribute(attr.name)
+        continue
+      }
+      if ((name === 'href' || name === 'src') && !SAFE_URL_RE.test(attr.value)) {
+        child.removeAttribute(attr.name)
+      }
+    }
+    if (tag === 'a' && child.getAttribute('target') === '_blank') {
+      child.setAttribute('rel', 'noopener noreferrer')
+    }
+    _scrubNode(child)
+  }
+}

frontend/src/views/ArtistView.vue

@@ -1,220 +1,96 @@
 <template>
-  <v-container fluid class="py-6">
+  <div v-if="store.loading && !store.overview" class="fc-artist__loading">
-    <div v-if="store.loading && !store.overview" class="fc-artist__loading">
+    <v-progress-circular indeterminate color="accent" size="36" />
-      <v-progress-circular indeterminate color="accent" size="36" />
+  </div>
-    </div>
 
-    <v-alert v-else-if="store.notFound" type="warning" variant="tonal">
+  <v-container v-else-if="store.notFound" class="pt-2 pb-6">
-      Artist not found.
+    <v-alert type="warning" variant="tonal">Artist not found.</v-alert>
-    </v-alert>
+  </v-container>
 
-    <v-alert v-else-if="store.error" type="error" variant="tonal" closable>
+  <v-container v-else-if="store.error && !store.overview" class="pt-2 pb-6">
-      {{ store.error }}
+    <v-alert type="error" variant="tonal" closable>{{ store.error }}</v-alert>
-    </v-alert>
+  </v-container>
-
-    <template v-else-if="store.overview">
-      <header class="fc-artist__head">
-        <h1 class="fc-h1">{{ store.overview.name }}</h1>
-        <div class="fc-artist__stats">
-          <span>{{ store.overview.image_count }} images</span>
-          <span v-if="dateRange">· {{ dateRange }}</span>
-        </div>
-      </header>
-
-      <div class="fc-artist__fc4">
-        <v-chip
-          size="small"
-          :variant="store.overview.is_subscription ? 'flat' : 'outlined'"
-          :color="store.overview.is_subscription ? 'accent' : undefined"
-          prepend-icon="mdi-rss"
-        >{{ store.overview.is_subscription ? 'Subscription' : 'One-off' }}</v-chip>
-
-        <v-chip
-          size="small" variant="outlined" prepend-icon="mdi-link-variant"
-          :to="`/subscriptions?artist_id=${store.overview.id}`"
-        >{{ store.overview.sources.length }} source{{ store.overview.sources.length === 1 ? '' : 's' }}</v-chip>
-
-        <v-chip
-          size="small" variant="outlined" prepend-icon="mdi-rss"
-          :to="`/posts?artist_id=${store.overview.id}`"
-        >View posts</v-chip>
-
-        <v-chip
-          size="small" variant="outlined" disabled
-          prepend-icon="mdi-clock-outline"
-        >Credential health · FC-3b</v-chip>
-      </div>
-
-      <!-- Tabs split (2026-05-25): Settings was previously slotted at the
-           bottom of the page after the infinite-scroll image grid, which
-           made it effectively unreachable for any artist with more than
-           a couple of pages of content. The Settings tab now hosts
-           destructive admin actions (artist+content cascade-delete) and
-           any future per-artist management UI. v-tabs is `position:
-           sticky; top: 64px` (under the 64px AppShell TopNav) so it
-           stays parked while the gallery scrolls. -->
-      <v-tabs
-        v-model="tab" color="accent" class="mb-4"
-        style="position: sticky; top: 64px; z-index: 4;
-               background: rgb(var(--v-theme-surface));"
-      >
-        <v-tab value="overview">Overview</v-tab>
-        <v-tab value="settings">Settings</v-tab>
-      </v-tabs>
 
+  <template v-else-if="store.overview">
+    <ArtistHeader
+      v-model="tab"
+      :name="store.overview.name"
+      :image-count="store.imageCount"
+      :post-count="store.postCount"
+      :last-added="store.lastAdded"
+    />
+    <v-container fluid class="pt-2 pb-4">
       <v-window v-model="tab">
-        <v-window-item value="overview">
+        <v-window-item value="posts">
-          <section v-if="store.overview.cooccurring_tags.length" class="fc-artist__sec">
+          <ArtistPostsTab
-            <h2 class="fc-h2">Frequent tags</h2>
-            <div class="fc-artist__tags">
-              <v-chip
-                v-for="t in store.overview.cooccurring_tags" :key="t.id"
-                size="small" @click="openTag(t.id)"
-              >{{ t.name }} <span class="fc-artist__tagc">{{ t.count }}</span></v-chip>
-            </div>
-          </section>
-
-          <section v-if="store.overview.activity.length" class="fc-artist__sec">
-            <h2 class="fc-h2">Activity</h2>
-            <svg class="fc-artist__spark" :viewBox="`0 0 ${sparkW} ${sparkH}`"
-                 preserveAspectRatio="none" role="img" aria-label="posts over time">
-              <polyline :points="sparkPoints" fill="none"
-                        stroke="rgb(var(--v-theme-accent))" stroke-width="2" />
-            </svg>
-          </section>
-
-          <section v-if="store.overview.sources.length" class="fc-artist__sec">
-            <div class="fc-artist__sec-head">
-              <h2 class="fc-h2">Sources</h2>
-              <RouterLink
-                :to="`/subscriptions?artist_id=${store.overview.id}`"
-                class="fc-artist__manage"
-              >Manage subscriptions →</RouterLink>
-            </div>
-            <v-table density="compact">
-              <thead>
-                <tr><th>Platform</th><th>URL</th><th class="text-right">Images</th></tr>
-              </thead>
-              <tbody>
-                <tr v-for="s in store.overview.sources" :key="s.id">
-                  <td>{{ s.platform }}</td>
-                  <td class="fc-artist__url">{{ s.url }}</td>
-                  <td class="text-right">{{ s.image_count }}</td>
-                </tr>
-              </tbody>
-            </v-table>
-          </section>
-
-          <section class="fc-artist__sec">
-            <h2 class="fc-h2">Images</h2>
-            <MasonryGrid
-              :items="store.images"
-              :loading="store.imagesLoading"
-              :has-more="store.hasMoreImages"
-              @load-more="store.loadMoreImages(slug)"
-              @open="openImage"
-            />
-          </section>
-        </v-window-item>
-
-        <v-window-item value="settings">
-          <ArtistDangerZone
-            :slug="slug"
             :artist-id="store.overview.id"
-            :artist-name="store.overview.name"
+            @switch-tab="(t) => tab = t"
           />
         </v-window-item>
+        <v-window-item value="gallery">
+          <ArtistGalleryTab :slug="slug" />
+        </v-window-item>
+        <v-window-item value="management">
+          <ArtistManagementTab :overview="store.overview" />
+        </v-window-item>
       </v-window>
-    </template>
+    </v-container>
-  </v-container>
+  </template>
 </template>
 
 <script setup>
 import { computed, ref, watch } from 'vue'
-import { useRoute, useRouter, RouterLink } from 'vue-router'
+import { useRoute, useRouter } from 'vue-router'
+
 import { useArtistStore } from '../stores/artist.js'
-import { useModalStore } from '../stores/modal.js'
+import ArtistHeader from '../components/artist/ArtistHeader.vue'
-import MasonryGrid from '../components/discovery/MasonryGrid.vue'
+import ArtistPostsTab from '../components/artist/ArtistPostsTab.vue'
-import ArtistDangerZone from '../components/artist/ArtistDangerZone.vue'
+import ArtistGalleryTab from '../components/artist/ArtistGalleryTab.vue'
+import ArtistManagementTab from '../components/artist/ArtistManagementTab.vue'
+
+const VALID_TABS = ['posts', 'gallery', 'management']
 
 const route = useRoute()
 const router = useRouter()
 const store = useArtistStore()
-const modal = useModalStore()
 
 const slug = computed(() => route.params.slug)
-// Per-artist tab — defaults to Overview. Settings tab hosts destructive
+const tab = ref('posts')
-// admin actions (DangerZone). Switching artists resets to Overview so the
-// destructive surface isn't re-shown by accident when navigating between
-// artists.
-const tab = ref('overview')
 
-watch(slug, (s) => {
+function resolveDefaultTab () {
-  if (s) {
+  const fromUrl = route.query.tab
-    store.load(s)
+  if (VALID_TABS.includes(fromUrl)) return fromUrl
-    tab.value = 'overview'
+  if ((store.postCount ?? 0) > 0) return 'posts'
-  }
+  return 'gallery'
+}
+
+watch(slug, async (s) => {
+  if (!s) return
+  await store.load(s)
+  document.title = store.overview
+    ? `${store.overview.name} — FabledCurator`
+    : 'FabledCurator'
+  tab.value = resolveDefaultTab()
 }, { immediate: true })
 
-const dateRange = computed(() => {
+// Reflect tab changes back into the URL so refresh/back/forward work.
-  const r = store.overview?.date_range
+watch(tab, (newTab) => {
-  if (!r || !r.min) return null
+  if (route.query.tab === newTab) return
-  const fmt = (iso) => iso.slice(0, 10)
+  router.replace({
-  return r.min === r.max ? fmt(r.min) : `${fmt(r.min)} → ${fmt(r.max)}`
+    query: { ...route.query, tab: newTab },
+  })
 })
 
-const sparkW = 600
+// React to URL-tab changes (e.g., back/forward).
-const sparkH = 80
+watch(() => route.query.tab, (q) => {
-const sparkPoints = computed(() => {
+  if (q && VALID_TABS.includes(q) && tab.value !== q) {
-  const a = store.overview?.activity ?? []
+    tab.value = q
-  if (a.length === 0) return ''
+  }
-  const max = Math.max(...a.map(p => p.count), 1)
-  const stepX = a.length > 1 ? sparkW / (a.length - 1) : 0
-  return a.map((p, i) => {
-    const x = i * stepX
-    const y = sparkH - (p.count / max) * (sparkH - 4) - 2
-    return `${x.toFixed(1)},${y.toFixed(1)}`
-  }).join(' ')
 })
-
-function openImage(id) {
-  modal.open(id)
-}
-function openTag(tagId) {
-  router.push({ name: 'gallery', query: { tag_id: tagId } })
-}
 </script>
 
 <style scoped>
-.fc-h1 {
+.fc-artist__loading {
-  font-family: 'Fraunces', Georgia, serif;
+  display: flex; justify-content: center; padding: 64px 0;
-  font-size: 32px; font-weight: 500;
-  color: rgb(var(--v-theme-on-surface));
 }
-.fc-h2 {
-  font-family: 'Fraunces', Georgia, serif;
-  font-size: 20px; font-weight: 500; margin-bottom: 8px;
-}
-.fc-artist__loading { display: flex; justify-content: center; padding: 64px 0; }
-.fc-artist__head { margin-bottom: 12px; }
-.fc-artist__stats { opacity: 0.75; margin-top: 4px; }
-.fc-artist__fc4 { display: flex; gap: 8px; flex-wrap: wrap; margin-bottom: 24px; }
-.fc-artist__sec { margin-bottom: 28px; }
-.fc-artist__tags { display: flex; flex-wrap: wrap; gap: 6px; }
-.fc-artist__tagc { opacity: 0.6; margin-left: 4px; font-variant-numeric: tabular-nums; }
-.fc-artist__spark { width: 100%; height: 80px; }
-.fc-artist__url {
-  max-width: 380px; overflow: hidden; text-overflow: ellipsis;
-  white-space: nowrap;
-}
-.fc-artist__sec-head {
-  display: flex; align-items: baseline; justify-content: space-between;
-  margin-bottom: 0.25rem;
-}
-.fc-artist__manage {
-  font-size: 0.85rem;
-  color: rgb(var(--v-theme-accent));
-  text-decoration: none;
-}
-.fc-artist__manage:hover { text-decoration: underline; }
 </style>

frontend/src/views/ArtistsView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
 
     <div class="fc-artists__controls">
       <v-text-field

frontend/src/views/CleanupView.vue

@@ -0,0 +1,31 @@
+<template>
+  <div class="fc-cleanup">
+    <p class="fc-muted text-body-2 mb-4">
+      Retroactive enforcement of import-filter rules. Each card scans the
+      existing library for content that the current import filters would
+      now exclude. Destructive — typed-token confirmation required.
+    </p>
+
+    <MinDimensionCard class="mb-4" />
+    <TransparencyAuditCard class="mb-4" />
+    <SingleColorAuditCard class="mb-4" />
+    <TagMaintenanceCard />
+  </div>
+</template>
+
+<script setup>
+import MinDimensionCard from '../components/cleanup/MinDimensionCard.vue'
+import TransparencyAuditCard from '../components/cleanup/TransparencyAuditCard.vue'
+import SingleColorAuditCard from '../components/cleanup/SingleColorAuditCard.vue'
+// Reuse existing TagMaintenanceCard (FC-3k) as-is — it already handles
+// preview + commit of prune-unused-tags via the admin store. Operator
+// confirmed 2026-05-26: don't duplicate into a new UnusedTagsCard.
+// MaintenancePanel drops its TagMaintenanceCard reference in the
+// SettingsView edit (Task 16) so this is now the sole rendering site.
+import TagMaintenanceCard from '../components/settings/TagMaintenanceCard.vue'
+</script>
+
+<style scoped>
+.fc-cleanup { max-width: 900px; }
+.fc-muted { color: rgb(var(--v-theme-on-surface-variant)); }
+</style>

frontend/src/views/CredentialsView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
     <ExtensionKeyBar />
 
     <v-alert v-if="credentialsStore.error" type="error" variant="tonal" closable class="mb-4">

frontend/src/views/DownloadsView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
     <FilterPills v-model="pill" />
 
     <v-alert v-if="store.error" type="error" variant="tonal" closable class="my-4">

frontend/src/views/GalleryView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
     <Teleport to="#fc-nav-actions">
       <v-btn
         :color="sel.isSelectMode ? 'accent' : undefined"

frontend/src/views/PlaceholderView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container class="py-8">
+  <v-container class="pt-3 pb-8">
     <h1 class="fc-h1 mb-4">{{ title }}</h1>
     <v-alert type="info" variant="tonal" icon="mdi-toolbox">
       This surface is a placeholder. It will be implemented in

frontend/src/views/PostsView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container class="py-6" max-width="900">
+  <v-container class="pt-2 pb-6" max-width="900">
     <PostsFilterBar
       :artist-id="artistFilter"
       :platform="platformFilter"

frontend/src/views/SeriesManageView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
     <div class="fc-series__head">
       <span class="fc-series__name">{{ store.series?.name || 'Series' }}</span>
       <span class="fc-series__count">{{ store.pages.length }} page(s)</span>

frontend/src/views/SettingsView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
     <!-- Sticky tabs: operator-flagged 2026-05-25 — long Import / Maintenance
          panels pushed the tab strip out of the viewport, forcing a scroll-
          to-top just to change tab. AppShell's TopNav is 64px sticky, so the
@@ -14,6 +14,7 @@
       <v-tab value="overview">Overview</v-tab>
       <v-tab value="activity">Activity</v-tab>
       <v-tab value="import">Import</v-tab>
+      <v-tab value="cleanup">Cleanup</v-tab>
       <v-tab value="maintenance">Maintenance</v-tab>
     </v-tabs>
 
@@ -53,6 +54,10 @@
         <ImportFiltersForm />
       </v-window-item>
 
+      <v-window-item value="cleanup">
+        <CleanupView />
+      </v-window-item>
+
       <v-window-item value="maintenance">
         <MaintenancePanel />
       </v-window-item>
@@ -72,6 +77,7 @@ import ImportTriggerPanel from '../components/settings/ImportTriggerPanel.vue'
 import ImportFiltersForm from '../components/settings/ImportFiltersForm.vue'
 import ImportTaskList from '../components/settings/ImportTaskList.vue'
 import MaintenancePanel from '../components/settings/MaintenancePanel.vue'
+import CleanupView from './CleanupView.vue'
 import { useMLStore } from '../stores/ml.js'
 
 const tab = ref('overview')

frontend/src/views/ShowcaseView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
     <Teleport to="#fc-nav-actions">
       <v-btn
         prepend-icon="mdi-shuffle-variant" variant="tonal" color="accent"

frontend/src/views/SubscriptionsView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
     <div class="fc-subs__bar">
       <v-btn color="accent" prepend-icon="mdi-plus" @click="openAddSource(null)">
         Add subscription

frontend/src/views/TagsView.vue

@@ -1,5 +1,5 @@
 <template>
-  <v-container fluid class="py-6">
+  <v-container fluid class="pt-2 pb-6">
 
     <div class="fc-tags__controls">
       <v-text-field
@@ -99,10 +99,11 @@ import MergeConfirmDialog from '../components/discovery/MergeConfirmDialog.vue'
 import DestructiveConfirmModal from '../components/modal/DestructiveConfirmModal.vue'
 
 // Must stay a subset of the backend TagKind enum (character, fandom,
-// general, series, archive, post, meta, rating). 'fandom' is this
+// general, series, archive, post). 'fandom' is this model's
-// model's copyright/franchise concept (characters link via fandom_id).
+// copyright/franchise concept (characters link via fandom_id).
-// 'artist' retired in FC-2d-vii-c — artists are the Artist row, not a tag.
+// 'artist' retired in FC-2d-vii-c — artists are the Artist row, not
-const KINDS = ['character', 'fandom', 'general', 'series', 'meta']
+// a tag. 'meta' + 'rating' retired by operator 2026-05-26 (alembic 0023).
+const KINDS = ['character', 'fandom', 'general', 'series']
 const store = useTagDirectoryStore()
 const router = useRouter()
 

tests/test_api_artist.py

@@ -29,6 +29,30 @@ async def test_artist_overview_ok(client, db):
     body = await resp.get_json()
     assert body["name"] == "Mira"
     assert body["image_count"] == 0
+    assert body["post_count"] == 0
+
+
+@pytest.mark.asyncio
+async def test_artist_overview_post_count(client, db):
+    from backend.app.models import Post, Source
+
+    a = Artist(name="Lyra", slug="lyra")
+    db.add(a)
+    await db.flush()
+    s = Source(
+        artist_id=a.id, platform="patreon",
+        url="https://patreon.com/cw/lyra", enabled=True,
+    )
+    db.add(s)
+    await db.flush()
+    db.add(Post(source_id=s.id, external_post_id="p1"))
+    db.add(Post(source_id=s.id, external_post_id="p2"))
+    await db.flush()
+    await db.commit()
+    resp = await client.get("/api/artist/lyra")
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    assert body["post_count"] == 2
 
 
 @pytest.mark.asyncio

tests/test_api_cleanup.py

@@ -0,0 +1,215 @@
+"""API tests for the /api/cleanup/* blueprint.
+
+Per reference-async-coredml-test-assertions, post-DML state checks go
+via column selects, not ORM entity access.
+"""
+
+import hashlib
+from datetime import UTC, datetime
+
+import pytest
+from PIL import Image
+from sqlalchemy import func, select
+
+from backend.app import create_app
+from backend.app.celery_app import celery
+from backend.app.models import ImageRecord, LibraryAuditRun
+
+pytestmark = pytest.mark.integration
+
+
+@pytest.fixture(autouse=True)
+def disable_celery_eager(monkeypatch):
+    monkeypatch.setattr(celery.conf, "task_always_eager", False)
+
+
+@pytest.fixture
+async def app():
+    return create_app()
+
+
+@pytest.fixture
+async def client(app):
+    async with app.test_client() as c:
+        yield c
+
+
+def _sha256_min_dim_token(min_w: int, min_h: int) -> str:
+    canon = f"{min_w}x{min_h}"
+    return f"delete-min-dim-{hashlib.sha256(canon.encode()).hexdigest()[:8]}"
+
+
+async def _seed_image(db, tmp_path, *, w, h, name):
+    path = tmp_path / name
+    Image.new("RGB", (w, h), (w % 256, h % 256, 0)).save(path)
+    sha = f"api-cleanup-{name}".ljust(64, "x")[:64]
+    rec = ImageRecord(
+        path=str(path), sha256=sha,
+        size_bytes=path.stat().st_size, mime="image/png",
+        width=w, height=h, origin="imported_filesystem",
+        integrity_status="ok",
+    )
+    db.add(rec)
+    await db.flush()
+    return rec
+
+
+@pytest.mark.asyncio
+async def test_min_dimension_preview_returns_count(client, db, tmp_path):
+    await _seed_image(db, tmp_path, w=50, h=50, name="small.png")
+    await _seed_image(db, tmp_path, w=500, h=500, name="big.png")
+    await db.commit()
+    resp = await client.post(
+        "/api/cleanup/min-dimension/preview",
+        json={"min_width": 200, "min_height": 200},
+    )
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    assert body["count"] == 1
+
+
+@pytest.mark.asyncio
+async def test_min_dimension_delete_with_token_removes_rows(client, db, tmp_path):
+    await _seed_image(db, tmp_path, w=50, h=50, name="s2.png")
+    await _seed_image(db, tmp_path, w=500, h=500, name="b2.png")
+    await db.commit()
+    token = _sha256_min_dim_token(200, 200)
+    resp = await client.post(
+        "/api/cleanup/min-dimension/delete",
+        json={"min_width": 200, "min_height": 200, "confirm": token},
+    )
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    assert body["deleted"] == 1
+    remaining = await db.execute(select(func.count()).select_from(ImageRecord))
+    assert remaining.scalar_one() == 1
+
+
+@pytest.mark.asyncio
+async def test_min_dimension_delete_with_bad_token_returns_400(client, db, tmp_path):
+    await _seed_image(db, tmp_path, w=50, h=50, name="s3.png")
+    await db.commit()
+    resp = await client.post(
+        "/api/cleanup/min-dimension/delete",
+        json={"min_width": 200, "min_height": 200, "confirm": "nope"},
+    )
+    assert resp.status_code == 400
+    body = await resp.get_json()
+    assert body["error"] == "confirm_mismatch"
+
+
+@pytest.mark.asyncio
+async def test_audit_create_returns_id_and_running_status(
+    client, db, monkeypatch,
+):
+    from backend.app.tasks import library_audit
+    monkeypatch.setattr(
+        library_audit.scan_library_for_rule, "delay", lambda audit_id: None,
+    )
+    resp = await client.post(
+        "/api/cleanup/audit",
+        json={"rule": "transparency", "params": {"threshold": 0.9}},
+    )
+    assert resp.status_code == 202
+    body = await resp.get_json()
+    assert body["status"] == "running"
+    assert isinstance(body["audit_id"], int)
+
+
+@pytest.mark.asyncio
+async def test_audit_create_returns_409_when_another_is_running(client, db):
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="running", matched_ids=[],
+    )
+    db.add(audit)
+    await db.commit()
+    resp = await client.post(
+        "/api/cleanup/audit",
+        json={"rule": "single_color", "params": {"threshold": 0.95, "tolerance": 30}},
+    )
+    assert resp.status_code == 409
+
+
+@pytest.mark.asyncio
+async def test_audit_get_by_id_returns_full_row(client, db):
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.85},
+        status="ready", scanned_count=100, matched_count=3,
+        matched_ids=[1, 2, 3],
+    )
+    db.add(audit)
+    await db.commit()
+    resp = await client.get(f"/api/cleanup/audit/{audit.id}")
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    assert body["rule"] == "transparency"
+    assert body["matched_count"] == 3
+    assert body["matched_ids"] == [1, 2, 3]
+
+
+@pytest.mark.asyncio
+async def test_audit_history_returns_recent_runs(client, db):
+    for _ in range(3):
+        db.add(LibraryAuditRun(
+            rule="transparency", params={"threshold": 0.9},
+            status="applied", matched_ids=[],
+            finished_at=datetime.now(UTC),
+        ))
+    await db.commit()
+    resp = await client.get("/api/cleanup/audit?limit=5")
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    assert len(body["runs"]) >= 3
+
+
+@pytest.mark.asyncio
+async def test_audit_apply_with_token_deletes(client, db, tmp_path):
+    rec = await _seed_image(db, tmp_path, w=100, h=100, name="apply.png")
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="ready", scanned_count=1, matched_count=1,
+        matched_ids=[rec.id],
+    )
+    db.add(audit)
+    await db.commit()
+    resp = await client.post(
+        f"/api/cleanup/audit/{audit.id}/apply",
+        json={"confirm": f"delete-audit-{audit.id}"},
+    )
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    assert body["deleted"] == 1
+
+
+@pytest.mark.asyncio
+async def test_audit_apply_with_bad_token_returns_400(client, db):
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="ready", matched_ids=[],
+    )
+    db.add(audit)
+    await db.commit()
+    resp = await client.post(
+        f"/api/cleanup/audit/{audit.id}/apply",
+        json={"confirm": "wrong-token"},
+    )
+    assert resp.status_code == 400
+    body = await resp.get_json()
+    assert body["error"] == "confirm_mismatch"
+
+
+@pytest.mark.asyncio
+async def test_audit_cancel_flips_status(client, db):
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="running", matched_ids=[],
+    )
+    db.add(audit)
+    await db.commit()
+    resp = await client.post(f"/api/cleanup/audit/{audit.id}/cancel")
+    assert resp.status_code == 200
+    new_status = await db.execute(
+        select(LibraryAuditRun.status).where(LibraryAuditRun.id == audit.id)
+    )
+    assert new_status.scalar_one() == "cancelled"

tests/test_api_posts.py

@@ -117,3 +117,50 @@ async def test_detail_404_for_unknown(client):
     assert resp.status_code == 404
     body = await resp.get_json()
     assert body["error"] == "not_found"
+
+
+@pytest.mark.asyncio
+async def test_detail_returns_uncapped_thumbnails(client, db):
+    """Feed query caps thumbnails at 6 for previews; detail endpoint
+    returns the full list so PostModal can render the masonry grid."""
+    from backend.app.models import ImageRecord
+
+    a = Artist(name="yuki-api", slug="yuki-api")
+    db.add(a)
+    await db.flush()
+    s = Source(
+        artist_id=a.id, platform="patreon",
+        url="https://patreon.com/cw/yuki-api", enabled=True,
+    )
+    db.add(s)
+    await db.flush()
+    p = Post(
+        source_id=s.id, external_post_id="DETAIL10",
+        post_title="big post", description="<p>body</p>",
+    )
+    db.add(p)
+    await db.flush()
+    # Seed 10 ImageRecord rows linked to this post via primary_post_id.
+    for i in range(10):
+        sha = f"y{i:x}".ljust(64, "0")[:64]
+        rec = ImageRecord(
+            path=f"/images/test-yuki-{i}.jpg",
+            sha256=sha,
+            size_bytes=1,
+            mime="image/jpeg",
+            width=64,
+            height=64,
+            origin="downloaded",
+            integrity_status="unknown",
+            primary_post_id=p.id,
+            artist_id=a.id,
+        )
+        db.add(rec)
+    await db.commit()
+
+    resp = await client.get(f"/api/posts/{p.id}")
+    assert resp.status_code == 200
+    body = await resp.get_json()
+    # Detail returns ALL 10 thumbnails (feed would return 6 + thumbnails_more).
+    assert len(body["thumbnails"]) == 10
+    assert body["description_full"] == "body"

tests/test_api_tags.py

@@ -55,6 +55,52 @@ async def test_create_character_with_bad_fandom_id(client):
 
 
 @pytest.mark.asyncio
-async def test_create_tag_missing_required(client):
+async def test_create_tag_missing_name_400(client):
-    resp = await client.post("/api/tags", json={"name": "Bob"})
+    """name is still required; only `kind` became optional."""
+    resp = await client.post("/api/tags", json={})
     assert resp.status_code == 400
+    resp = await client.post("/api/tags", json={"kind": "artist"})
+    assert resp.status_code == 400
+
+
+@pytest.mark.asyncio
+async def test_create_tag_name_only_defaults_to_general(client):
+    """IR-style: name without kind and without `kind:` prefix → general."""
+    resp = await client.post("/api/tags", json={"name": "sunset"})
+    assert resp.status_code == 201
+    body = await resp.get_json()
+    assert body["name"] == "sunset"
+    assert body["kind"] == "general"
+
+
+@pytest.mark.asyncio
+async def test_create_tag_with_kind_prefix(client):
+    """IR-style: `name="character:Saber"` without explicit kind → parsed as character."""
+    resp = await client.post("/api/tags", json={"name": "character:Saber"})
+    assert resp.status_code == 201
+    body = await resp.get_json()
+    assert body["name"] == "Saber"
+    assert body["kind"] == "character"
+
+
+@pytest.mark.asyncio
+async def test_explicit_kind_overrides_prefix_parsing(client):
+    """If caller passes explicit kind, don't re-parse the name —
+    colon and prefix stay literal."""
+    resp = await client.post(
+        "/api/tags", json={"name": "character:Saber", "kind": "general"}
+    )
+    assert resp.status_code == 201
+    body = await resp.get_json()
+    assert body["name"] == "character:Saber"
+    assert body["kind"] == "general"
+
+
+@pytest.mark.asyncio
+async def test_unknown_prefix_kept_literal(client):
+    """`http:example` — `http` not in KNOWN_KINDS → kind=general, literal name."""
+    resp = await client.post("/api/tags", json={"name": "http://example.com"})
+    assert resp.status_code == 201
+    body = await resp.get_json()
+    assert body["name"] == "http://example.com"
+    assert body["kind"] == "general"

tests/test_api_thumbnails.py

@@ -0,0 +1,32 @@
+import pytest
+
+from backend.app import create_app
+from backend.app.celery_app import celery
+
+pytestmark = pytest.mark.integration
+
+
+@pytest.fixture(autouse=True)
+def eager():
+    celery.conf.task_always_eager = True
+    yield
+    celery.conf.task_always_eager = False
+
+
+@pytest.fixture
+async def app():
+    return create_app()
+
+
+@pytest.fixture
+async def client(app):
+    async with app.test_client() as c:
+        yield c
+
+
+@pytest.mark.asyncio
+async def test_trigger_thumbnail_backfill(client):
+    r = await client.post("/api/thumbnails/backfill")
+    assert r.status_code == 202
+    body = await r.get_json()
+    assert "celery_task_id" in body

tests/test_audits_single_color.py

@@ -0,0 +1,42 @@
+"""Tests for the single-color audit rule.
+
+The rule downsamples + measures the fraction of pixels within `tolerance`
+(Euclidean RGB distance) of the dominant color. Matches if that fraction
+exceeds `threshold`. Single-color content is typically uploaded by
+mistake (placeholder/error/preview images) and should be flagged.
+"""
+
+from PIL import Image
+
+from backend.app.services.audits import single_color
+
+
+def test_single_color_evaluate_true_for_uniform_image():
+    im = Image.new("RGB", (50, 50), (128, 64, 200))
+    assert single_color.evaluate(im, threshold=0.9, tolerance=10) is True
+
+
+def test_single_color_evaluate_false_for_diverse_image():
+    # Half black, half white — no single color dominates.
+    im = Image.new("RGB", (50, 50), (0, 0, 0))
+    for x in range(25):
+        for y in range(50):
+            im.putpixel((x, y), (255, 255, 255))
+    assert single_color.evaluate(im, threshold=0.9, tolerance=10) is False
+
+
+def test_single_color_evaluate_respects_tolerance_widening():
+    # Gradient image: pixels span 0..50 in R channel. Tight tolerance
+    # rejects (no concentration), wide tolerance accepts (all near 25).
+    im = Image.new("RGB", (50, 50), (0, 0, 0))
+    for x in range(50):
+        for y in range(50):
+            im.putpixel((x, y), (x, 0, 0))
+    assert single_color.evaluate(im, threshold=0.9, tolerance=5) is False
+    assert single_color.evaluate(im, threshold=0.9, tolerance=50) is True
+
+
+def test_single_color_evaluate_handles_rgba_input():
+    # Alpha channel should be ignored — only RGB matters for the rule.
+    im = Image.new("RGBA", (50, 50), (100, 100, 100, 128))
+    assert single_color.evaluate(im, threshold=0.9, tolerance=10) is True

tests/test_audits_transparency.py

@@ -0,0 +1,46 @@
+"""Tests for the transparency audit rule.
+
+The rule mirrors `Importer._transparency_pct` semantics for retroactive
+enforcement: returns True iff the fraction of fully-transparent pixels
+exceeds the threshold. Animated images short-circuit to False to avoid
+the multi-frame PIL decode that triggered SoftTimeLimitExceeded
+2026-05-26 against animated WebPs.
+"""
+
+from PIL import Image
+
+from backend.app.services.audits import transparency
+
+
+def test_transparency_evaluate_true_when_fully_transparent():
+    im = Image.new("RGBA", (10, 10), (0, 0, 0, 0))
+    assert transparency.evaluate(im, threshold=0.5) is True
+
+
+def test_transparency_evaluate_false_when_fully_opaque():
+    im = Image.new("RGBA", (10, 10), (200, 100, 50, 255))
+    assert transparency.evaluate(im, threshold=0.5) is False
+
+
+def test_transparency_evaluate_respects_threshold_boundary():
+    # Half-transparent image: 50% alpha=0 pixels, 50% alpha=255.
+    im = Image.new("RGBA", (10, 10), (0, 0, 0, 0))
+    for x in range(5):
+        for y in range(10):
+            im.putpixel((x, y), (0, 0, 0, 255))
+    # 50% transparent. threshold=0.4 → True; threshold=0.6 → False.
+    assert transparency.evaluate(im, threshold=0.4) is True
+    assert transparency.evaluate(im, threshold=0.6) is False
+
+
+def test_transparency_evaluate_false_for_rgb_image_without_alpha():
+    im = Image.new("RGB", (10, 10), (128, 128, 128))
+    assert transparency.evaluate(im, threshold=0.5) is False
+
+
+def test_transparency_evaluate_false_for_animated_image():
+    im = Image.new("RGBA", (10, 10), (0, 0, 0, 0))
+    # Mark as animated (mimics PIL's WebP/GIF multi-frame attribute).
+    im.is_animated = True  # type: ignore[attr-defined]
+    im.n_frames = 5  # type: ignore[attr-defined]
+    assert transparency.evaluate(im, threshold=0.5) is False

tests/test_backfill_thumbnails.py

@@ -0,0 +1,242 @@
+"""Thumbnail backfill: _thumb_is_valid helper + backfill_thumbnails planner."""
+
+from pathlib import Path
+
+import pytest
+
+from backend.app.models import ImageRecord
+from backend.app.tasks.thumbnail import _thumb_is_valid
+
+pytestmark = pytest.mark.integration
+
+
+def test_thumb_is_valid_jpeg(tmp_path):
+    p = tmp_path / "good.jpg"
+    p.write_bytes(b"\xff\xd8\xff\xe0" + b"\x00" * 100)
+    assert _thumb_is_valid(p) is True
+
+
+def test_thumb_is_valid_png(tmp_path):
+    p = tmp_path / "good.png"
+    p.write_bytes(b"\x89PNG\r\n\x1a\n" + b"\x00" * 100)
+    assert _thumb_is_valid(p) is True
+
+
+def test_thumb_is_valid_too_short(tmp_path):
+    p = tmp_path / "tiny"
+    p.write_bytes(b"\xff\xd8")
+    assert _thumb_is_valid(p) is False
+
+
+def test_thumb_is_valid_wrong_magic(tmp_path):
+    p = tmp_path / "garbage"
+    p.write_bytes(b"\x00" * 12)
+    assert _thumb_is_valid(p) is False
+
+
+def test_thumb_is_valid_missing_file(tmp_path):
+    assert _thumb_is_valid(tmp_path / "nope") is False
+
+
+# --- backfill_thumbnails planner tests ------------------------------------
+
+
+class _Ctx:
+    def __init__(self, s):
+        self.s = s
+
+    def __enter__(self):
+        return self.s
+
+    def __exit__(self, *a):
+        return False
+
+
+def _sf(db_sync):
+    """sessionmaker-like returning the test's bound session, matching the
+    pattern in tests/test_backfill_phash.py."""
+    class _SM:
+        def __call__(self):
+            return _Ctx(db_sync)
+
+    return _SM()
+
+
+def _sha(prefix: str) -> str:
+    return f"{prefix}".ljust(64, "0")[:64]
+
+
+def _rec(db_sync, path, *, sha, thumb_path=None, mime="image/jpeg"):
+    rec = ImageRecord(
+        path=str(path), sha256=sha, size_bytes=1, mime=mime,
+        width=64, height=64, origin="imported_filesystem",
+        integrity_status="unknown",
+        thumbnail_path=str(thumb_path) if thumb_path is not None else None,
+    )
+    db_sync.add(rec)
+    db_sync.flush()
+    return rec
+
+
+def _write_jpeg(p: Path) -> Path:
+    p.parent.mkdir(parents=True, exist_ok=True)
+    p.write_bytes(b"\xff\xd8\xff\xe0" + b"\x00" * 100)
+    return p
+
+
+def _write_png(p: Path) -> Path:
+    p.parent.mkdir(parents=True, exist_ok=True)
+    p.write_bytes(b"\x89PNG\r\n\x1a\n" + b"\x00" * 100)
+    return p
+
+
+def _write_garbage(p: Path) -> Path:
+    p.parent.mkdir(parents=True, exist_ok=True)
+    p.write_bytes(b"\x00" * 12)
+    return p
+
+
+def test_backfill_null_path_enqueued(db_sync, tmp_path, monkeypatch):
+    from backend.app.tasks import thumbnail as m
+
+    src = tmp_path / "a.bin"
+    src.write_bytes(b"x")
+    rec = _rec(db_sync, src, sha=_sha("a"), thumb_path=None)
+    db_sync.commit()
+
+    monkeypatch.setattr(m, "_sync_session_factory", lambda: _sf(db_sync))
+    delayed: list[int] = []
+    monkeypatch.setattr(
+        m.generate_thumbnail, "delay", lambda image_id: delayed.append(image_id)
+    )
+
+    result = m.backfill_thumbnails()
+    assert result == {"enqueued": 1, "ok": 0, "regenerated": 0}
+    assert delayed == [rec.id]
+
+
+def test_backfill_missing_file_clears_and_enqueues(db_sync, tmp_path, monkeypatch):
+    from backend.app.tasks import thumbnail as m
+
+    src = tmp_path / "b.bin"
+    src.write_bytes(b"x")
+    rec = _rec(
+        db_sync, src, sha=_sha("b"),
+        thumb_path=tmp_path / "thumbs" / "missing.jpg",
+    )
+    db_sync.commit()
+
+    monkeypatch.setattr(m, "_sync_session_factory", lambda: _sf(db_sync))
+    delayed: list[int] = []
+    monkeypatch.setattr(
+        m.generate_thumbnail, "delay", lambda image_id: delayed.append(image_id)
+    )
+
+    result = m.backfill_thumbnails()
+    db_sync.expire_all()
+    assert result == {"enqueued": 1, "ok": 0, "regenerated": 1}
+    assert delayed == [rec.id]
+    assert db_sync.get(ImageRecord, rec.id).thumbnail_path is None
+
+
+def test_backfill_valid_jpeg_skipped(db_sync, tmp_path, monkeypatch):
+    from backend.app.tasks import thumbnail as m
+
+    src = tmp_path / "c.bin"
+    src.write_bytes(b"x")
+    thumb = _write_jpeg(tmp_path / "thumbs" / "c.jpg")
+    rec = _rec(db_sync, src, sha=_sha("c"), thumb_path=thumb)
+    db_sync.commit()
+
+    monkeypatch.setattr(m, "_sync_session_factory", lambda: _sf(db_sync))
+    delayed: list[int] = []
+    monkeypatch.setattr(
+        m.generate_thumbnail, "delay", lambda image_id: delayed.append(image_id)
+    )
+
+    result = m.backfill_thumbnails()
+    db_sync.expire_all()
+    assert result == {"enqueued": 0, "ok": 1, "regenerated": 0}
+    assert delayed == []
+    assert db_sync.get(ImageRecord, rec.id).thumbnail_path == str(thumb)
+
+
+def test_backfill_valid_png_skipped(db_sync, tmp_path, monkeypatch):
+    from backend.app.tasks import thumbnail as m
+
+    src = tmp_path / "d.bin"
+    src.write_bytes(b"x")
+    thumb = _write_png(tmp_path / "thumbs" / "d.png")
+    _rec(db_sync, src, sha=_sha("d"), thumb_path=thumb)
+    db_sync.commit()
+
+    monkeypatch.setattr(m, "_sync_session_factory", lambda: _sf(db_sync))
+    delayed: list[int] = []
+    monkeypatch.setattr(
+        m.generate_thumbnail, "delay", lambda image_id: delayed.append(image_id)
+    )
+
+    result = m.backfill_thumbnails()
+    assert result == {"enqueued": 0, "ok": 1, "regenerated": 0}
+    assert delayed == []
+
+
+def test_backfill_corrupt_magic_clears_and_enqueues(db_sync, tmp_path, monkeypatch):
+    from backend.app.tasks import thumbnail as m
+
+    src = tmp_path / "e.bin"
+    src.write_bytes(b"x")
+    thumb = _write_garbage(tmp_path / "thumbs" / "e.jpg")
+    rec = _rec(db_sync, src, sha=_sha("e"), thumb_path=thumb)
+    db_sync.commit()
+
+    monkeypatch.setattr(m, "_sync_session_factory", lambda: _sf(db_sync))
+    delayed: list[int] = []
+    monkeypatch.setattr(
+        m.generate_thumbnail, "delay", lambda image_id: delayed.append(image_id)
+    )
+
+    result = m.backfill_thumbnails()
+    db_sync.expire_all()
+    assert result == {"enqueued": 1, "ok": 0, "regenerated": 1}
+    assert delayed == [rec.id]
+    assert db_sync.get(ImageRecord, rec.id).thumbnail_path is None
+
+
+def test_backfill_mixed_aggregate(db_sync, tmp_path, monkeypatch):
+    from backend.app.tasks import thumbnail as m
+
+    src_null = tmp_path / "src_null.bin"
+    src_null.write_bytes(b"x")
+    src_jpeg = tmp_path / "src_jpeg.bin"
+    src_jpeg.write_bytes(b"x")
+    src_png = tmp_path / "src_png.bin"
+    src_png.write_bytes(b"x")
+    src_missing = tmp_path / "src_missing.bin"
+    src_missing.write_bytes(b"x")
+    src_bad = tmp_path / "src_bad.bin"
+    src_bad.write_bytes(b"x")
+
+    jpeg = _write_jpeg(tmp_path / "thumbs" / "ok.jpg")
+    png = _write_png(tmp_path / "thumbs" / "ok.png")
+    bad = _write_garbage(tmp_path / "thumbs" / "bad.jpg")
+
+    r_null = _rec(db_sync, src_null, sha=_sha("aa"), thumb_path=None)
+    _rec(db_sync, src_jpeg, sha=_sha("bb"), thumb_path=jpeg)
+    _rec(db_sync, src_png, sha=_sha("cc"), thumb_path=png)
+    r_missing = _rec(
+        db_sync, src_missing, sha=_sha("dd"),
+        thumb_path=tmp_path / "thumbs" / "missing.jpg",
+    )
+    r_bad = _rec(db_sync, src_bad, sha=_sha("ee"), thumb_path=bad)
+    db_sync.commit()
+
+    monkeypatch.setattr(m, "_sync_session_factory", lambda: _sf(db_sync))
+    delayed: list[int] = []
+    monkeypatch.setattr(
+        m.generate_thumbnail, "delay", lambda image_id: delayed.append(image_id)
+    )
+
+    result = m.backfill_thumbnails()
+    assert result == {"enqueued": 3, "ok": 2, "regenerated": 2}
+    assert sorted(delayed) == sorted([r_null.id, r_missing.id, r_bad.id])

tests/test_cleanup_service_audit.py

@@ -0,0 +1,175 @@
+"""Tests for cleanup_service's library-audit additions.
+
+Covers:
+  - project_min_dimension_violations: SQL-only query against width/height
+  - delete_min_dimension_violations: routes through existing delete_images
+  - audit lifecycle (start_audit_run / apply_audit_run / cancel_audit_run)
+
+Tests assert via column selects per reference-async-coredml-test-assertions
+(post-DML ORM entity access via session.get() raises MissingGreenlet on
+async sessions; we use db_sync here but the convention is preserved for
+consistency).
+"""
+
+from pathlib import Path
+
+import pytest
+from PIL import Image
+from sqlalchemy import func, select
+
+from backend.app.models import ImageRecord, LibraryAuditRun
+from backend.app.services import cleanup_service
+
+pytestmark = pytest.mark.integration
+
+
+def _make_image_record(db_sync, tmp_path, *, width, height, color):
+    """Helper: write a real PIL file to a UNIQUE path (reference-image-record-path-unique)
+    and insert an ImageRecord row with all required NOT-NULL columns set."""
+    path = tmp_path / f"img_{width}x{height}_{color[0]}.png"
+    Image.new("RGB", (width, height), color).save(path)
+    # sha256 column is varchar(64) — use a deterministic 64-char pseudo
+    # hash built from the unique inputs.
+    sha = f"{width:04d}{height:04d}{color[0]:03d}".ljust(64, "0")[:64]
+    rec = ImageRecord(
+        path=str(path),
+        sha256=sha,
+        size_bytes=path.stat().st_size,
+        mime="image/png",  # reference-image-record-required-columns
+        width=width,
+        height=height,
+        origin="imported_filesystem",  # feedback-check-existing-enums
+        integrity_status="ok",
+    )
+    db_sync.add(rec)
+    db_sync.flush()
+    return rec
+
+
+def test_project_min_dimension_violations_returns_count_and_samples(db_sync, tmp_path):
+    _make_image_record(db_sync, tmp_path, width=100, height=100, color=(10, 0, 0))
+    _make_image_record(db_sync, tmp_path, width=50, height=50, color=(20, 0, 0))
+    _make_image_record(db_sync, tmp_path, width=400, height=400, color=(30, 0, 0))
+    db_sync.commit()
+
+    result = cleanup_service.project_min_dimension_violations(
+        db_sync, min_width=200, min_height=200,
+    )
+    assert result["count"] == 2  # 100x100 and 50x50 violate
+    assert len(result["sample_ids"]) == 2
+
+
+def test_delete_min_dimension_violations_unlinks_and_cascades(db_sync, tmp_path):
+    rec_small = _make_image_record(db_sync, tmp_path, width=50, height=50, color=(40, 0, 0))
+    rec_big = _make_image_record(db_sync, tmp_path, width=500, height=500, color=(50, 0, 0))
+    small_path = Path(rec_small.path)
+    db_sync.commit()
+
+    # images_root is tmp_path here because the test fixtures stored files there;
+    # delete_images() uses it to unlink originals + thumbs from the right tree.
+    deleted = cleanup_service.delete_min_dimension_violations(
+        db_sync, min_width=200, min_height=200, images_root=tmp_path,
+    )
+    assert deleted == 1
+    # Verify via column selects per banked rule.
+    remaining_ids = db_sync.execute(
+        select(ImageRecord.id).order_by(ImageRecord.id)
+    ).scalars().all()
+    assert remaining_ids == [rec_big.id]
+    assert not small_path.exists()  # file unlinked
+
+
+# --- Audit lifecycle tests (Task 5) ---
+
+import backend.app.tasks.library_audit  # noqa: F401, E402 — celery registration
+
+
+def test_start_audit_run_creates_row_and_dispatches(db_sync, monkeypatch):
+    dispatched = []
+    from backend.app.tasks import library_audit as la_mod
+    monkeypatch.setattr(
+        la_mod.scan_library_for_rule, "delay",
+        lambda audit_id: dispatched.append(audit_id),
+    )
+    audit_id = cleanup_service.start_audit_run(
+        db_sync, rule="transparency", params={"threshold": 0.9},
+    )
+    db_sync.commit()
+    row_status = db_sync.execute(
+        select(LibraryAuditRun.status).where(LibraryAuditRun.id == audit_id)
+    ).scalar_one()
+    assert row_status == "running"
+    assert dispatched == [audit_id]
+
+
+def test_start_audit_run_rejects_when_another_is_running(db_sync, monkeypatch):
+    from backend.app.tasks import library_audit as la_mod
+    monkeypatch.setattr(
+        la_mod.scan_library_for_rule, "delay", lambda audit_id: None,
+    )
+    cleanup_service.start_audit_run(
+        db_sync, rule="transparency", params={"threshold": 0.9},
+    )
+    db_sync.commit()
+    with pytest.raises(cleanup_service.AuditAlreadyRunning):
+        cleanup_service.start_audit_run(
+            db_sync, rule="single_color",
+            params={"threshold": 0.95, "tolerance": 30},
+        )
+
+
+def test_apply_audit_run_with_correct_token_deletes_matched(db_sync, tmp_path):
+    rec = _make_image_record(
+        db_sync, tmp_path, width=100, height=100, color=(60, 0, 0),
+    )
+    db_sync.flush()
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="ready", scanned_count=1, matched_count=1,
+        matched_ids=[rec.id],
+    )
+    db_sync.add(audit)
+    db_sync.commit()
+
+    deleted = cleanup_service.apply_audit_run(
+        db_sync, audit_id=audit.id,
+        confirm_token=f"delete-audit-{audit.id}",
+        images_root=tmp_path,
+    )
+    assert deleted == 1
+    remaining_count = db_sync.execute(
+        select(func.count()).select_from(ImageRecord)
+    ).scalar_one()
+    assert remaining_count == 0
+    new_status = db_sync.execute(
+        select(LibraryAuditRun.status).where(LibraryAuditRun.id == audit.id)
+    ).scalar_one()
+    assert new_status == "applied"
+
+
+def test_apply_audit_run_with_wrong_token_raises(db_sync, tmp_path):
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="ready", matched_ids=[],
+    )
+    db_sync.add(audit)
+    db_sync.commit()
+    with pytest.raises(cleanup_service.ConfirmTokenMismatch):
+        cleanup_service.apply_audit_run(
+            db_sync, audit_id=audit.id,
+            confirm_token="wrong-token", images_root=tmp_path,
+        )
+
+
+def test_cancel_audit_run_flips_status(db_sync):
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.9},
+        status="running", matched_ids=[],
+    )
+    db_sync.add(audit)
+    db_sync.commit()
+    cleanup_service.cancel_audit_run(db_sync, audit_id=audit.id)
+    new_status = db_sync.execute(
+        select(LibraryAuditRun.status).where(LibraryAuditRun.id == audit.id)
+    ).scalar_one()
+    assert new_status == "cancelled"

tests/test_extension_cors.py

@@ -0,0 +1,86 @@
+"""CORS preflight + response headers for moz-extension:// + chrome-extension://.
+
+Operator-flagged 2026-05-26: extension's first 'Test connection' tap
+returned `NetworkError` because /api/credentials had no OPTIONS handler
+and no Access-Control-Allow-Origin response header. Browser preflight
+failed → fetch blocked.
+
+These tests pin the contract: any request from a moz-extension:// or
+chrome-extension:// origin gets the right ACL headers. Plain browser
+requests (no Origin header, or a regular https:// Origin) get nothing
+— we don't want to open CORS up generally.
+"""
+
+import pytest
+
+from backend.app import create_app
+
+pytestmark = pytest.mark.integration
+
+
+@pytest.fixture
+async def client():
+    app = create_app()
+    async with app.test_client() as c:
+        yield c
+
+
+@pytest.mark.asyncio
+async def test_extension_preflight_returns_204_with_acl_headers(client):
+    resp = await client.options(
+        "/api/credentials",
+        headers={
+            "Origin": "moz-extension://abcd1234-uuid-fake",
+            "Access-Control-Request-Method": "GET",
+            "Access-Control-Request-Headers": "X-Extension-Key",
+        },
+    )
+    assert resp.status_code == 204
+    assert resp.headers["Access-Control-Allow-Origin"] == "moz-extension://abcd1234-uuid-fake"
+    assert "OPTIONS" in resp.headers["Access-Control-Allow-Methods"]
+    assert "X-Extension-Key" in resp.headers["Access-Control-Allow-Headers"]
+
+
+@pytest.mark.asyncio
+async def test_extension_get_carries_acl_headers(client):
+    # The actual response (post-preflight) also needs ACL headers — the
+    # browser checks them again before exposing the response body.
+    resp = await client.get(
+        "/api/credentials",
+        headers={"Origin": "moz-extension://abcd1234-uuid-fake"},
+    )
+    # 200 with empty list (no creds seeded) — what matters here is the
+    # CORS header is present.
+    assert resp.headers["Access-Control-Allow-Origin"] == "moz-extension://abcd1234-uuid-fake"
+
+
+@pytest.mark.asyncio
+async def test_chrome_extension_origin_also_allowed(client):
+    resp = await client.options(
+        "/api/credentials",
+        headers={
+            "Origin": "chrome-extension://abcd1234-uuid-fake",
+            "Access-Control-Request-Method": "POST",
+        },
+    )
+    assert resp.status_code == 204
+    assert resp.headers["Access-Control-Allow-Origin"] == "chrome-extension://abcd1234-uuid-fake"
+
+
+@pytest.mark.asyncio
+async def test_normal_browser_request_gets_no_cors_headers(client):
+    # A regular browser tab (https://example.com / file:// / no Origin
+    # at all) should NOT get any Access-Control-Allow-* — the extension
+    # whitelist is intentionally narrow.
+    resp = await client.get(
+        "/api/credentials",
+        headers={"Origin": "https://evil.example.com"},
+    )
+    assert "Access-Control-Allow-Origin" not in resp.headers
+
+
+@pytest.mark.asyncio
+async def test_no_origin_header_unaffected(client):
+    # Same-origin requests (no Origin header) — unaffected.
+    resp = await client.get("/api/credentials")
+    assert "Access-Control-Allow-Origin" not in resp.headers

tests/test_gallery_provenance_filter.py

@@ -69,20 +69,13 @@ async def test_scroll_post_id_filter(db):
     assert {x.id for x in page.images} == {i1.id, i2.id}
 
 
-@pytest.mark.asyncio
+# test_scroll_post_id_dedups_multi_rows removed 2026-05-26: it deliberately
-async def test_scroll_post_id_dedups_multi_rows(db):
+# inserted two ImageProvenance rows with the same (image_record_id, post_id),
-    i1 = await _img(db, 1)
+# now prevented at the DB layer by uq_image_provenance_image_post (alembic
-    _, s, p = await _post(db, "A", "a", "10")
+# 0021). The EXISTS-based dedup in _provenance_clause is still useful for the
-    # two provenance rows, same image+post (enrich-on-duplicate shape)
+# artist-id filter (one image legitimately joins many provenance rows via
-    db.add(ImageProvenance(image_record_id=i1.id, post_id=p.id,
+# different posts under the same artist), so the gallery_service logic is
-                           source_id=s.id))
+# unchanged.
-    await db.flush()
-    db.add(ImageProvenance(image_record_id=i1.id, post_id=p.id,
-                           source_id=s.id))
-    await db.flush()
-    svc = GalleryService(db)
-    page = await svc.scroll(cursor=None, limit=10, post_id=p.id)
-    assert [x.id for x in page.images] == [i1.id]  # appears once
 
 
 @pytest.mark.asyncio

tests/test_importer_provenance_race.py

@@ -0,0 +1,184 @@
+"""Race-safe ImageProvenance insert in Importer._apply_sidecar.
+
+Operator-flagged 2026-05-26: the prior SELECT-then-INSERT pattern lost a
+race when two workers ran _apply_sidecar on the same (image, post) pair
+(plausibly seeded when the 5-min recovery sweep re-enqueued a still-running
+long import). Duplicates then broke .scalar_one_or_none() on every later
+deep-scan rederive (MultipleResultsFound). Alembic 0021 added
+uq_image_provenance_image_post; the importer's new savepoint+IntegrityError
+recovery path now trips on collision and gracefully recovers.
+
+Tests cover:
+  - idempotent: re-running _apply_sidecar via _deep_rederive produces
+    exactly one ImageProvenance row.
+  - IntegrityError recovery: pre-seed a provenance row, force the first
+    SELECT to return None (simulating the race window where two workers
+    both observed no row), call _apply_sidecar — the savepoint INSERT
+    trips uq_image_provenance_image_post, gets rolled back, no exception
+    escapes, still exactly one row.
+"""
+
+import json
+from pathlib import Path
+
+import pytest
+from PIL import Image
+from sqlalchemy import func, select
+
+from backend.app.models import (
+    ImageProvenance,
+    ImageRecord,
+    ImportSettings,
+    Source,
+)
+from backend.app.services.importer import Importer
+from backend.app.services.thumbnailer import Thumbnailer
+
+pytestmark = pytest.mark.integration
+
+
+@pytest.fixture
+def import_layout(tmp_path):
+    import_root = tmp_path / "import"
+    images_root = tmp_path / "images"
+    import_root.mkdir()
+    images_root.mkdir()
+    return import_root, images_root
+
+
+@pytest.fixture
+def importer(db_sync, import_layout):
+    import_root, images_root = import_layout
+    settings = db_sync.execute(
+        select(ImportSettings).where(ImportSettings.id == 1)
+    ).scalar_one()
+    return Importer(
+        session=db_sync,
+        images_root=images_root,
+        import_root=import_root,
+        thumbnailer=Thumbnailer(images_root=images_root),
+        settings=settings,
+    )
+
+
+@pytest.fixture
+def deep_importer(db_sync, import_layout):
+    import_root, images_root = import_layout
+    settings = db_sync.execute(
+        select(ImportSettings).where(ImportSettings.id == 1)
+    ).scalar_one()
+    return Importer(
+        session=db_sync,
+        images_root=images_root,
+        import_root=import_root,
+        thumbnailer=Thumbnailer(images_root=images_root),
+        settings=settings,
+        deep=True,
+    )
+
+
+def _split(path: Path, orient, size=(256, 256)):
+    path.parent.mkdir(parents=True, exist_ok=True)
+    w, h = size
+    im = Image.new("L", size, 0)
+    px = im.load()
+    for y in range(h):
+        for x in range(w):
+            if (x / w if orient == "v" else y / h) >= 0.5:
+                px[x, y] = 255
+    im.convert("RGB").save(path, "JPEG")
+
+
+def _sidecar(media: Path, payload: dict):
+    media.with_suffix(".json").write_text(json.dumps(payload))
+
+
+def test_apply_sidecar_idempotent_on_deep_rederive(
+    importer, deep_importer, import_layout,
+):
+    """Normal-flow path: deep rederive on an already-imported image finds
+    the existing provenance row via .scalar_one_or_none() and skips the
+    insert. Exactly one ImageProvenance row after both runs."""
+    import_root, _ = import_layout
+    m = import_root / "Alice" / "a.jpg"
+    _split(m, "v")
+    _sidecar(m, {
+        "category": "patreon", "id": 555,
+        "url": "https://patreon.com/posts/555", "title": "Set 1",
+    })
+    r = importer.import_one(m)
+    assert r.status == "imported"
+
+    # Re-import via deep mode — sha matches → _deep_rederive → _apply_sidecar.
+    r2 = deep_importer.import_one(m)
+    assert r2.status == "refreshed"
+
+    count = importer.session.execute(
+        select(func.count()).select_from(ImageProvenance)
+    ).scalar_one()
+    assert count == 1
+
+
+def test_apply_sidecar_recovers_from_integrity_error(
+    importer, deep_importer, import_layout, db_sync, monkeypatch,
+):
+    """Race recovery: a row already exists for (image, post). We force the
+    importer's existence-check SELECT to return None for one call, mimicking
+    the race window where two workers both saw no row. The savepoint INSERT
+    then trips uq_image_provenance_image_post; the helper rolls the
+    savepoint back, no exception escapes, and the row count stays at 1.
+    """
+    import_root, _ = import_layout
+    m = import_root / "Bob" / "b.jpg"
+    _split(m, "v")
+    _sidecar(m, {
+        "category": "patreon", "id": 777,
+        "url": "https://patreon.com/posts/777", "title": "Set 2",
+    })
+    # First import lays the canonical provenance row.
+    r = importer.import_one(m)
+    assert r.status == "imported"
+    rec = importer.session.get(ImageRecord, r.image_id)
+    src = importer.session.execute(select(Source)).scalar_one()
+    assert rec is not None
+    assert src is not None
+
+    # Monkeypatch session.execute so the FIRST select inside _apply_sidecar's
+    # existence-check returns a "no row" wrapper. Subsequent selects (e.g.
+    # the find_or_create_source / find_or_create_post existence checks
+    # earlier in _apply_sidecar) all run normally; we intercept only the
+    # ImageProvenance lookup, identified by the SELECT's target columns
+    # mentioning image_provenance.
+    real_execute = db_sync.execute
+    intercepted = [False]
+
+    def _intercepting_execute(stmt, *args, **kwargs):
+        text = str(stmt)
+        if (
+            not intercepted[0]
+            and "image_provenance" in text
+            and "image_record_id" in text
+            and "post_id" in text
+        ):
+            intercepted[0] = True
+
+            class _ForcedMiss:
+                def scalar_one_or_none(self):
+                    return None
+            return _ForcedMiss()
+        return real_execute(stmt, *args, **kwargs)
+
+    monkeypatch.setattr(db_sync, "execute", _intercepting_execute)
+
+    # Re-import via deep mode → _deep_rederive → _apply_sidecar. With the
+    # provenance-SELECT forced to miss, the helper will attempt the INSERT,
+    # trip uq_image_provenance_image_post, catch IntegrityError, and recover.
+    r2 = deep_importer.import_one(m)
+    assert r2.status == "refreshed"
+
+    # Lift the intercept, then verify the row count.
+    monkeypatch.undo()
+    count = db_sync.execute(
+        select(func.count()).select_from(ImageProvenance)
+    ).scalar_one()
+    assert count == 1

tests/test_importer_upsert_helpers.py

@@ -0,0 +1,212 @@
+"""Tests for Importer._find_or_create_source / _find_or_create_post —
+the race-safe savepoint-based helpers that replaced the previous
+check-then-insert pattern.
+
+Operator-flagged 2026-05-26: concurrent workers processing different
+files in the same post both found no existing Source row, then both
+INSERTed, tripping uq_source_artist_platform_url and poisoning the
+session with `psycopg.errors.UniqueViolation`. The new helpers wrap
+the INSERT in a savepoint and recover from IntegrityError by
+re-selecting the row that the concurrent op committed.
+
+Tests cover:
+  - idempotent return: same (artist_id, platform, url) → same Source row
+  - idempotent return for Post: same (source_id, external_post_id) → same Post
+  - IntegrityError recovery: monkeypatched flush raises once, helper
+    finds the row a concurrent op committed
+"""
+
+from pathlib import Path
+
+import pytest
+from sqlalchemy import select
+from sqlalchemy.exc import IntegrityError
+
+from backend.app.models import Artist, ImportSettings, Post, Source
+from backend.app.services.importer import Importer
+from backend.app.services.thumbnailer import Thumbnailer
+
+pytestmark = pytest.mark.integration
+
+
+@pytest.fixture
+def importer(db_sync, tmp_path):
+    import_root = tmp_path / "import"
+    images_root = tmp_path / "images"
+    import_root.mkdir()
+    images_root.mkdir()
+    settings = db_sync.execute(
+        select(ImportSettings).where(ImportSettings.id == 1)
+    ).scalar_one()
+    return Importer(
+        session=db_sync,
+        images_root=images_root,
+        import_root=import_root,
+        thumbnailer=Thumbnailer(images_root=images_root),
+        settings=settings,
+    )
+
+
+@pytest.fixture
+def artist_row(db_sync):
+    a = Artist(name="TestArtist", slug="testartist")
+    db_sync.add(a)
+    db_sync.flush()
+    return a
+
+
+def test_find_or_create_source_creates_then_returns_existing(importer, artist_row):
+    s1 = importer._find_or_create_source(
+        artist_id=artist_row.id, platform="patreon",
+        url="https://www.patreon.com/posts/test-1",
+    )
+    s2 = importer._find_or_create_source(
+        artist_id=artist_row.id, platform="patreon",
+        url="https://www.patreon.com/posts/test-1",
+    )
+    assert s1.id == s2.id
+
+
+def test_find_or_create_source_distinct_urls_yield_distinct_rows(
+    importer, artist_row,
+):
+    a = importer._find_or_create_source(
+        artist_id=artist_row.id, platform="patreon",
+        url="https://www.patreon.com/posts/a",
+    )
+    b = importer._find_or_create_source(
+        artist_id=artist_row.id, platform="patreon",
+        url="https://www.patreon.com/posts/b",
+    )
+    assert a.id != b.id
+
+
+def test_find_or_create_post_idempotent(importer, artist_row, db_sync):
+    src = importer._find_or_create_source(
+        artist_id=artist_row.id, platform="patreon",
+        url="https://www.patreon.com/posts/post-test",
+    )
+    p1 = importer._find_or_create_post(
+        source_id=src.id, external_post_id="ext-001",
+    )
+    p2 = importer._find_or_create_post(
+        source_id=src.id, external_post_id="ext-001",
+    )
+    assert p1.id == p2.id
+
+
+def test_find_or_create_source_recovers_from_integrity_error(
+    importer, artist_row, db_sync, monkeypatch,
+):
+    """Simulate the race: another worker has already inserted a Source row
+    matching our (artist_id, platform, url) just before our flush would
+    have. Our flush raises IntegrityError; the helper rolls back the
+    savepoint and re-selects, returning the row the concurrent op created.
+    """
+    canonical_url = "https://www.patreon.com/posts/race-141226276"
+    pre_existing = Source(
+        artist_id=artist_row.id, platform="patreon", url=canonical_url,
+    )
+    db_sync.add(pre_existing)
+    db_sync.flush()
+
+    # Force a fresh select within the helper to MISS the existing row by
+    # detaching it from the identity map; SQLAlchemy's first-level cache
+    # would otherwise return the pre_existing row immediately.
+    # Easier: monkeypatch the FIRST select inside the helper to return
+    # None on first call, real result on subsequent. We do that by
+    # patching session.execute with a single-shot wrapper.
+    real_execute = db_sync.execute
+    skip_count = [0]
+
+    def execute_with_first_select_miss(stmt, *args, **kwargs):
+        # Strip-down heuristic: the first SELECT issued by the helper is
+        # the existence check. Force it to return a "no row" result.
+        result = real_execute(stmt, *args, **kwargs)
+        if skip_count[0] == 0:
+            skip_count[0] += 1
+            # Wrap result so .scalar_one_or_none() returns None for this
+            # one call, then unwrap on subsequent uses.
+            class _ForcedMiss:
+                def scalar_one_or_none(self):
+                    return None
+
+                def scalar_one(self):
+                    return result.scalar_one()
+
+                def __getattr__(self, name):
+                    return getattr(result, name)
+            return _ForcedMiss()
+        return result
+
+    monkeypatch.setattr(db_sync, "execute", execute_with_first_select_miss)
+
+    recovered = importer._find_or_create_source(
+        artist_id=artist_row.id, platform="patreon", url=canonical_url,
+    )
+    assert recovered.id == pre_existing.id
+
+
+def test_source_for_sidecar_reuses_existing_subscription(
+    importer, artist_row, db_sync,
+):
+    """The filesystem-import sidecar resolver should attach to whatever
+    Source already exists for (artist, platform) — the canonical subscription
+    Source — regardless of its URL. Without this, every imported post
+    spawned its own Source row.
+    """
+    canonical = Source(
+        artist_id=artist_row.id, platform="patreon",
+        url="https://www.patreon.com/cw/testartist", enabled=True,
+    )
+    db_sync.add(canonical)
+    db_sync.flush()
+
+    resolved = importer._source_for_sidecar(
+        artist_id=artist_row.id, platform="patreon",
+        artist_slug=artist_row.slug,
+    )
+    assert resolved.id == canonical.id
+
+
+def test_source_for_sidecar_creates_synthetic_anchor_when_none_exists(
+    importer, artist_row, db_sync,
+):
+    """No subscription Source for this (artist, platform) yet. The helper
+    creates one synthetic anchor (enabled=False, url='sidecar:<plat>:<slug>')
+    so subsequent imports reuse it instead of spawning per-post Sources.
+    """
+    resolved = importer._source_for_sidecar(
+        artist_id=artist_row.id, platform="pixiv",
+        artist_slug=artist_row.slug,
+    )
+    assert resolved.url == f"sidecar:pixiv:{artist_row.slug}"
+    assert resolved.enabled is False
+    assert resolved.artist_id == artist_row.id
+    assert resolved.platform == "pixiv"
+
+    # Second call returns the same row (no new Source spawned).
+    again = importer._source_for_sidecar(
+        artist_id=artist_row.id, platform="pixiv",
+        artist_slug=artist_row.slug,
+    )
+    assert again.id == resolved.id
+
+
+def test_source_for_sidecar_distinct_platforms_distinct_anchors(
+    importer, artist_row, db_sync,
+):
+    """One synthetic anchor per (artist, platform). Different platforms get
+    different anchors even when no campaign Source exists for either.
+    """
+    p = importer._source_for_sidecar(
+        artist_id=artist_row.id, platform="patreon",
+        artist_slug=artist_row.slug,
+    )
+    x = importer._source_for_sidecar(
+        artist_id=artist_row.id, platform="pixiv",
+        artist_slug=artist_row.slug,
+    )
+    assert p.id != x.id
+    assert p.platform == "patreon"
+    assert x.platform == "pixiv"

tests/test_migration_0002.py

@@ -25,6 +25,10 @@ def test_tag_has_kind_and_fandom_id():
 
 
 def test_tag_kind_enum_values():
+    # Current TagKind enum after alembic 0023 dropped meta + rating
+    # (operator-retired 2026-05-26). `artist` is still in the enum
+    # for backward-compat with historical rows, though new artist
+    # tags don't get created (Artist row is canonical per FC-2d-vii-c).
     expected = {
         "artist",
         "character",
@@ -33,8 +37,6 @@ def test_tag_kind_enum_values():
         "series",
         "archive",
         "post",
-        "meta",
-        "rating",
     }
     assert {k.value for k in TagKind} == expected
 

tests/test_sidecar_util.py

@@ -23,6 +23,51 @@ def test_find_sidecar_none(tmp_path):
     assert find_sidecar(media) is None
 
 
+def test_find_sidecar_gallerydl_numbered_prefix(tmp_path):
+    """gallery-dl prefixes media filenames with NN_ for in-post ordering
+    (e.g. `01_HOLLOW-ICHIGO.png`) but writes the post-level sidecar under
+    the attachment stem WITHOUT the prefix (`HOLLOW-ICHIGO.json`).
+    Confirmed against real Patreon downloads 2026-05-26 — operator's deep
+    scan produced 24 refresh calls but 0 Posts because the unprefixed
+    sidecar was invisible to find_sidecar."""
+    media = tmp_path / "01_HOLLOW-ICHIGO.png"
+    media.write_bytes(b"x")
+    sc = tmp_path / "HOLLOW-ICHIGO.json"
+    sc.write_text("{}")
+    assert find_sidecar(media) == sc
+
+
+def test_find_sidecar_multidigit_prefix(tmp_path):
+    """Numbering prefix can be wider than 2 digits (`001_...`); the strip
+    handles any \\d+_ form."""
+    media = tmp_path / "001_mirko-sketch.png"
+    media.write_bytes(b"x")
+    sc = tmp_path / "mirko-sketch.json"
+    sc.write_text("{}")
+    assert find_sidecar(media) == sc
+
+
+def test_find_sidecar_prefers_attachment_level_over_post_level(tmp_path):
+    """If BOTH a per-attachment sidecar and a post-level sidecar exist,
+    the attachment-level one wins (it's more specific)."""
+    media = tmp_path / "01_image.png"
+    media.write_bytes(b"x")
+    per_attachment = tmp_path / "01_image.json"
+    per_attachment.write_text('{"specific": true}')
+    post_level = tmp_path / "image.json"
+    post_level.write_text('{"specific": false}')
+    assert find_sidecar(media) == per_attachment
+
+
+def test_find_sidecar_no_underscore_not_treated_as_prefix(tmp_path):
+    """`01.png` (just digits, no underscore-separated stem) shouldn't
+    match. The regex requires NN_<something>."""
+    media = tmp_path / "01.png"
+    media.write_bytes(b"x")
+    (tmp_path / ".json").write_text("{}")  # would be matched only if buggy
+    assert find_sidecar(media) is None
+
+
 def test_parse_empty_dict_all_none():
     sd = parse_sidecar({})
     assert isinstance(sd, SidecarData)

tests/test_tag_prefix.py

@@ -0,0 +1,54 @@
+"""parse_kind_prefix — IR-style `kind:name` shortcut at the input boundary."""
+
+from backend.app.utils.tag_prefix import KNOWN_KINDS, parse_kind_prefix
+
+
+def test_recognized_kinds_match_user_input_set():
+    # Excluded: archive + post (system-managed), general (default for
+    # un-prefixed input), artist (retired in FC-2d-vii-c — first-class
+    # entities now), meta + rating (retired as user-typeable per
+    # operator 2026-05-26).
+    assert KNOWN_KINDS == frozenset({
+        "character", "fandom", "series",
+    })
+
+
+def test_character_prefix_parsed():
+    assert parse_kind_prefix("character:Saber") == ("character", "Saber")
+
+
+def test_case_insensitive_prefix():
+    assert parse_kind_prefix("Character:Saber") == ("character", "Saber")
+    assert parse_kind_prefix("CHARACTER:Saber") == ("character", "Saber")
+
+
+def test_no_prefix_returns_none_kind():
+    assert parse_kind_prefix("sunset") == (None, "sunset")
+
+
+def test_unknown_prefix_kept_as_literal():
+    # 'http' is not a known kind — preserve the literal text.
+    assert parse_kind_prefix("http://example.com") == (None, "http://example.com")
+
+
+def test_retired_prefixes_kept_as_literal():
+    # `artist:`, `meta:`, `rating:` are no longer recognized — they
+    # parse as literal text so the operator's input is preserved (and
+    # serves as a nudge to use the appropriate dedicated UI instead).
+    assert parse_kind_prefix("artist:Eric") == (None, "artist:Eric")
+    assert parse_kind_prefix("meta:wide") == (None, "meta:wide")
+    assert parse_kind_prefix("rating:safe") == (None, "rating:safe")
+
+
+def test_whitespace_stripped():
+    assert parse_kind_prefix("series: Bleach ") == ("series", "Bleach")
+    assert parse_kind_prefix("  sunset  ") == (None, "sunset")
+
+
+def test_empty_string():
+    assert parse_kind_prefix("") == (None, "")
+
+
+def test_just_colon():
+    # Empty prefix → "" not in KNOWN_KINDS → falls through to (None, "...")
+    assert parse_kind_prefix(":foo") == (None, ":foo")

tests/test_tasks_library_audit.py

@@ -0,0 +1,100 @@
+"""Tests for scan_library_for_rule Celery task.
+
+Eager mode is used so the task runs synchronously in-test and we can
+assert state via column selects (post-DML ORM access banned per
+reference-async-coredml-test-assertions)."""
+
+import pytest
+from PIL import Image
+from sqlalchemy import select
+
+import backend.app.tasks.library_audit  # noqa: F401 — celery registration
+from backend.app import celery_app
+from backend.app.models import ImageRecord, LibraryAuditRun
+
+pytestmark = pytest.mark.integration
+
+
+def _mk_image(db_sync, tmp_path, *, mode, color, name):
+    path = tmp_path / name
+    Image.new(mode, (10, 10), color).save(path)
+    # sha256 column is varchar(64) — pad/truncate a per-file pseudo hash
+    # exactly to 64 chars. Each test fixture file must have a unique
+    # sha256 (reference-image-record-path-unique peer constraint).
+    sha = f"audit-{name}".ljust(64, "x")[:64]
+    rec = ImageRecord(
+        path=str(path),
+        sha256=sha,
+        size_bytes=path.stat().st_size,
+        mime="image/png",
+        width=10, height=10,
+        origin="imported_filesystem",
+        integrity_status="ok",
+    )
+    db_sync.add(rec)
+    db_sync.flush()
+    return rec, path
+
+
+def test_scan_library_for_rule_populates_matched_ids_for_transparency(
+    db_sync, tmp_path, monkeypatch,
+):
+    transparent_rec, _ = _mk_image(
+        db_sync, tmp_path, mode="RGBA", color=(0, 0, 0, 0), name="trans.png",
+    )
+    opaque_rec, _ = _mk_image(
+        db_sync, tmp_path, mode="RGBA", color=(200, 0, 0, 255), name="opaque.png",
+    )
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.5},
+        status="running", matched_ids=[],
+    )
+    db_sync.add(audit)
+    db_sync.commit()
+    audit_id = audit.id
+
+    monkeypatch.setattr(celery_app.celery.conf, "task_always_eager", True)
+    from backend.app.tasks.library_audit import scan_library_for_rule
+    scan_library_for_rule.run(audit_id)
+    monkeypatch.setattr(celery_app.celery.conf, "task_always_eager", False)
+
+    matched = db_sync.execute(
+        select(LibraryAuditRun.matched_ids).where(LibraryAuditRun.id == audit_id)
+    ).scalar_one()
+    status = db_sync.execute(
+        select(LibraryAuditRun.status).where(LibraryAuditRun.id == audit_id)
+    ).scalar_one()
+    assert transparent_rec.id in matched
+    assert opaque_rec.id not in matched
+    assert status == "ready"
+
+
+def test_scan_library_for_rule_skips_missing_files_gracefully(
+    db_sync, tmp_path, monkeypatch,
+):
+    rec, path = _mk_image(
+        db_sync, tmp_path, mode="RGBA", color=(0, 0, 0, 0), name="ghost.png",
+    )
+    path.unlink()  # delete the file but leave the DB row
+    audit = LibraryAuditRun(
+        rule="transparency", params={"threshold": 0.5},
+        status="running", matched_ids=[],
+    )
+    db_sync.add(audit)
+    db_sync.commit()
+    audit_id = audit.id
+
+    monkeypatch.setattr(celery_app.celery.conf, "task_always_eager", True)
+    from backend.app.tasks.library_audit import scan_library_for_rule
+    scan_library_for_rule.run(audit_id)
+    monkeypatch.setattr(celery_app.celery.conf, "task_always_eager", False)
+
+    status = db_sync.execute(
+        select(LibraryAuditRun.status).where(LibraryAuditRun.id == audit_id)
+    ).scalar_one()
+    matched = db_sync.execute(
+        select(LibraryAuditRun.matched_ids).where(LibraryAuditRun.id == audit_id)
+    ).scalar_one()
+    # Missing file is skipped (warning logged), audit completes successfully.
+    assert status == "ready"
+    assert rec.id not in matched

tests/test_tasks_register.py

@@ -23,3 +23,7 @@ def test_import_media_file_registered():
 
 def test_generate_thumbnail_registered():
     assert "backend.app.tasks.thumbnail.generate_thumbnail" in celery.tasks
+
+
+def test_backfill_thumbnails_registered():
+    assert "backend.app.tasks.thumbnail.backfill_thumbnails" in celery.tasks