Merge pull request 'v26.05.27.2: subscribestar + HF cookie quirks, platforms package refactor, showcase IR-parity, secure-context audit' (#30) from dev into main

pg_dump + zstd in runtime image, lift Quart body cap to 1 GiB. See PR #2.

.forgejo/workflows/baseline.yml

@@ -1,213 +0,0 @@
-
-# TEMPORARY — milestone 328 steps 1-2. Delete once the baseline is stamped.
-#
-# Squashing 87 alembic revisions into one baseline has exactly one dangerous
-# failure: the generated baseline does not reproduce the schema the chain
-# produced, `alembic stamp` writes a version string anyway (it validates
-# NOTHING), and the divergence surfaces on the next real migration against the
-# operator's live data.
-#
-# So this workflow does the comparison in CI, where a pgvector Postgres already
-# gets built from the chain on every integration run, and nothing is at risk.
-# It answers one question: does `upgrade head` on the collapsed chain produce a
-# byte-identical schema to `upgrade head` on the 87-revision chain?
-#
-# The chain is read from git rather than from the working tree, so this keeps
-# working AFTER the old revisions are deleted — `chain_ref` names a commit that
-# still has them. That is what makes this the proof for step 1 and the
-# pre-flight for step 2, rather than a one-shot script.
-#
-# While the chain is still present it also autogenerates a candidate baseline
-# from the models and prints it. That is a starting point, NOT the answer:
-# autogenerate reads SQLAlchemy metadata, and three things here do not live
-# there —
-#   * CREATE EXTENSION vector           (0001)
-#   * CREATE EXTENSION tsm_system_rows  (0004)
-#   * the HNSW index on image_record.siglip_embedding, which is raw SQL
-#     because alembic's create_index cannot express `USING hnsw (...)`  (0036)
-# plus any CHECK constraint or server_default that a migration added without
-# the model declaring it. Those must be hand-added, and the diff below is what
-# proves none were missed.
-name: Alembic baseline
-
-on:
-  workflow_dispatch:
-    inputs:
-      chain_ref:
-        description: 'Commit/tag that still carries the full 0001..0087 chain'
-        type: string
-        default: '0a5bbe8'
-
-jobs:
-  compare:
-    runs-on: python-ci
-    container:
-      image: git.fabledsword.com/bvandeusen/ci-python:3.14
-    env:
-      DB_USER: fabledcurator
-      DB_PASSWORD: ci_integration
-      DB_PORT: "5432"
-      DB_NAME: fabledcurator_test
-      SECRET_KEY: ci_integration_placeholder
-    services:
-      postgres:
-        image: pgvector/pgvector:pg16
-        env:
-          POSTGRES_USER: fabledcurator
-          POSTGRES_PASSWORD: ci_integration
-          POSTGRES_DB: fabledcurator_test
-        options: >-
-          --health-cmd "pg_isready -U fabledcurator"
-          --health-interval 10s
-          --health-timeout 5s
-          --health-retries 10
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          # Full history is the point: `chain_ref` is read out of git, so a
-          # shallow clone would not have the revisions to compare against.
-          fetch-depth: 0
-
-      - name: Resolve the Postgres service and install deps
-        run: |
-          set -eux
-          # Same service-IP dance as ci.yml's integration job; see the long
-          # comment there for why the job name must stay separator-free.
-          PG=$(docker ps --filter "name=compare" --filter "ancestor=pgvector/pgvector:pg16" -q | head -n1)
-          test -n "$PG"
-          PG_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$PG")
-          test -n "$PG_IP"
-          echo "PG_CONTAINER=$PG" >> "$GITHUB_ENV"
-          echo "DB_HOST=$PG_IP" >> "$GITHUB_ENV"
-          for i in $(seq 1 60); do
-            (echo > "/dev/tcp/$PG_IP/5432") >/dev/null 2>&1 && break
-            sleep 2
-          done
-          if command -v uv >/dev/null 2>&1; then
-            uv pip install --system -r requirements.txt
-          else
-            pip install -r requirements.txt
-          fi
-
-      # DB 1: the 87-revision chain, read out of git at `chain_ref`.
-      #
-      # A git worktree rather than a checkout, so the current tree — which is
-      # what we are testing — is left completely alone.
-      - name: Build the schema the OLD chain produces
-        env:
-          CHAIN_REF: ${{ github.event.inputs.chain_ref }}
-        run: |
-          set -eux
-          docker exec "$PG_CONTAINER" createdb -U fabledcurator fc_chain
-          git worktree add /tmp/chain "$CHAIN_REF"
-          ls /tmp/chain/alembic/versions/*.py | wc -l
-          cd /tmp/chain
-          DB_NAME=fc_chain alembic upgrade head
-          cd -
-          docker exec "$PG_CONTAINER" pg_dump -U fabledcurator --schema-only \
-            --no-owner --no-privileges -d fc_chain > chain.sql
-          wc -l chain.sql
-
-      # A candidate baseline, autogenerated from the models against an EMPTY
-      # database so every table shows up as a create. Printed for a human to
-      # finish — it will be missing the three raw-SQL items named at the top.
-      #
-      # Gated on the TREE, not on a workflow input. A `type: boolean` input
-      # read back as `github.event.inputs.generate == 'true'` silently
-      # evaluated false on this runner (run 4960 skipped this step entirely
-      # with no diagnostic) — the same `github.event.inputs` typing quirk
-      # build.yml already works around. The file count is the real question
-      # anyway: there is nothing to generate once the chain is collapsed.
-      - name: Autogenerate a candidate baseline
-        run: |
-          set -eux
-          if [ "$(ls alembic/versions/*.py | wc -l)" -le 1 ]; then
-            echo "already collapsed — nothing to generate"
-            exit 0
-          fi
-          docker exec "$PG_CONTAINER" createdb -U fabledcurator fc_gen
-          # Hide the existing revisions so alembic sees an empty history and
-          # emits the whole schema rather than a delta.
-          mkdir -p /tmp/versions_held
-          mv alembic/versions/*.py /tmp/versions_held/ 2>/dev/null || true
-          DB_NAME=fc_gen alembic revision --autogenerate -m "baseline" || true
-          # Printed rather than uploaded: ci-requirements.md records that this
-          # runner cannot do actions/upload-artifact@v4+, and the repo dropped
-          # the action entirely in 2026-05, so the job log is the retrieval
-          # channel actually proven here.
-          #
-          # base64, not the raw file. A plain `cat` of the ~33KB candidate was
-          # TRUNCATED MID-LINE by the runner on run 4964 — it stopped inside
-          # `sa.Column('mime', sa.String(length=128)` and carried straight on
-          # to the next traced command, with the step still green. A silent
-          # cut in the middle of a schema definition is the worst possible
-          # failure here, because the truncated text still looks like a
-          # plausible file.
-          #
-          # base64 at a fixed narrow width gives many short lines instead of
-          # few long ones, and — the actual point — a checksum and a line
-          # count that make truncation DETECTABLE rather than invisible.
-          set +x
-          F=$(ls alembic/versions/*.py | head -1)
-          B64=$(base64 -w 120 "$F")
-          echo "===== BEGIN CANDIDATE BASELINE (base64) ====="
-          echo "$B64"
-          echo "===== END CANDIDATE BASELINE ====="
-          echo "candidate-sha256: $(sha256sum "$F" | cut -d' ' -f1)"
-          echo "candidate-bytes:  $(wc -c < "$F")"
-          echo "candidate-b64-lines: $(echo "$B64" | wc -l)"
-          set -x
-          # Put the tree back exactly as it was; this job never mutates state.
-          rm -f alembic/versions/*.py
-          mv /tmp/versions_held/*.py alembic/versions/ 2>/dev/null || true
-
-      # DB 2: whatever the CURRENT tree's alembic/versions produces. Before the
-      # squash that is the same 87 revisions and the diff is trivially clean —
-      # which is worth running once as a control, so a clean diff after the
-      # squash means something.
-      - name: Build the schema the CURRENT tree produces
-        run: |
-          set -eux
-          docker exec "$PG_CONTAINER" createdb -U fabledcurator fc_base
-          ls alembic/versions/*.py | wc -l
-          DB_NAME=fc_base alembic upgrade head
-          docker exec "$PG_CONTAINER" pg_dump -U fabledcurator --schema-only \
-            --no-owner --no-privileges -d fc_base > baseline.sql
-          wc -l baseline.sql
-
-      # The verdict.
-      #
-      # pg_dump orders dumpable objects by name within type, not by creation
-      # order, so two schemas built by different routes are directly
-      # comparable. Normalisation is deliberately minimal, because a filter
-      # that hides a real difference is the one way this check passes when it
-      # should fail — blank lines, SQL comments, trailing whitespace, and:
-      #
-      #   \restrict / \unrestrict — a per-invocation RANDOM NONCE that newer
-      #   pg_dump emits to fence the dump against injection during restore. It
-      #   differs on every run by construction, so it is noise by definition,
-      #   not a schema difference. Measured on run 4960, the control: two dumps
-      #   of the SAME schema came back 1123 lines each and differed on exactly
-      #   these two lines and nothing else. That control is what licenses this
-      #   filter — it was observed to be the only false positive, rather than
-      #   assumed to be one.
-      - name: Diff
-        run: |
-          set -eu
-          norm() {
-            grep -vE '^\s*(--|$)' "$1" \
-              | grep -vE '^\\(un)?restrict ' \
-              | sed 's/[[:space:]]*$//'
-          }
-          norm chain.sql > a.txt
-          norm baseline.sql > b.txt
-          echo "normalised: chain=$(wc -l < a.txt) lines, current=$(wc -l < b.txt) lines"
-          if diff -u a.txt b.txt > schema.diff; then
-            echo "SCHEMAS IDENTICAL — the collapsed chain reproduces the old one."
-          else
-            echo "SCHEMAS DIFFER — $(grep -cE '^[+-]' schema.diff) changed lines:"
-            cat schema.diff
-            echo
-            echo "The baseline is wrong, not the database. Do not stamp."
-            exit 1
-          fi

.forgejo/workflows/ci.yml

@@ -1,126 +1,19 @@
 name: CI
 
 # CI lanes per FabledRulebook/forgejo.md "CI philosophy":
-#   - lint: ruff only, no dep install — fast-fail for the common lint bounce.
-#   - extension-version: the derived version resolves and is a shape AMO takes.
-#   - backend-lint-and-test: `pytest -m "not integration"`, no service containers.
+#   - backend-lint-and-test: ruff + `pytest -m "not integration"`, no service containers.
 #   - frontend-build: vitest unit + vite build.
 #   - integration: pgvector + redis service containers; alembic + `pytest -m integration`.
 
 on:
   push:
     branches: [dev, main]
-  # Renovate opens PRs from `renovate/*` branches into `dev`. Those branches
-  # never push to dev/main, so the push trigger above gives them NO pre-merge
-  # CI — a bump could only be validated after it was already merged. This
-  # pull_request trigger (base `dev` only) validates Renovate PRs before merge.
-  # It deliberately does NOT fire on dev→main PRs (base `main`), which still
-  # rely on the dev push run — so no duplicate runs. FC has no fork PRs
-  # (single-operator Forgejo repo), so secrets-on-PR is not a concern.
-  pull_request:
-    branches: [dev]
+  # pull_request trigger intentionally absent — with branches: [dev, 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:
-  # Fast-fail lint lane. ruff is pre-installed in the ci-python image, so
-  # this runs with NO dependency install and surfaces the most common bounce
-  # class (lint: I001 / UP037 / ASYNC109 / W293 …) in seconds — instead of
-  # after the backend job's ~30-60s wheel install. ruff is static analysis,
-  # so no DB/secret env is needed.
-  lint:
-    runs-on: python-ci
-    container:
-      image: git.fabledsword.com/bvandeusen/ci-python:3.14
-    steps:
-      - uses: actions/checkout@v4
-      - name: Ruff lint
-        # agent/ included so the GPU-agent is linted before its image is built
-        # (build.yml only `docker build`s it — this is where it gets checked).
-        # scripts/ likewise: release_notes.py runs only on a tag push, so a
-        # syntax or import error there would otherwise surface at the one
-        # moment nobody wants to debug a workflow.
-        run: ruff check backend/ tests/ alembic/ agent/ scripts/
-      - name: Agent syntax check
-        # The agent's runtime deps (torch/transformers/ultralytics) aren't in the
-        # CI image, so we can't import it — but compileall parses every module,
-        # catching syntax errors before the image build.
-        run: python -m compileall -q agent/fc_agent
-
-  # The extension version is DERIVED, not hand-maintained (milestone 271 step
-  # 4): build.yml computes it from the commit TIME of the newest packaged
-  # extension change and stamps it into manifest.json / package.json at build
-  # time. The guard that used to live here — "packaged files changed but nobody
-  # bumped the version" — was therefore checking a fact that had stopped
-  # existing. Worse than useless: it would have failed this lane on every real
-  # extension change, demanding a bump that decides nothing. Retired 2026-08-27
-  # rather than left running beside the new mechanism (rule 22).
-  #
-  # Two things are still worth asserting, and this is the only lane that can:
-  # the extension.yml suite runs on node:24-slim, which is exactly why
-  # version.spec.js sticks to packaging.sh's git-free subcommands.
-  #   1. the derivation actually resolves on this commit
-  #   2. the derived string is one AMO will accept, checked against Mozilla's
-  #      own published grammar rather than a loose "digits and dots"
-  #
-  # The MAJOR.MINOR-agreement check that used to be (2) is gone with milestone
-  # 318 step 8: the committed version no longer seeds anything, so there is no
-  # hand-set part left for the two files to disagree about.
-  #
-  # Deliberately NOT checked here: that the derived value beats what has already
-  # been signed. That guard belongs in build.yml, where it compares against the
-  # real ext-* releases. Comparing against origin/main here would be wrong —
-  # dev legitimately derives a LOWER value whenever main is ahead on the
-  # extension, and a lane that fails for being behind is a lane people learn to
-  # ignore.
-  extension-version:
-    runs-on: python-ci
-    container:
-      image: git.fabledsword.com/bvandeusen/ci-python:3.14
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          # The derivation needs real history: a depth-1 clone sees one commit
-          # and produces a wrong, too-low value RATHER THAN FAILING. Checking
-          # that here is half the point of the lane.
-          fetch-depth: 0
-      - name: Extension version derives cleanly
-        run: |
-          set -eu
-          # busybox sh on the act_runner — no bashisms (family rule).
-          VERSION=$(sh extension/scripts/packaging.sh version)
-          echo "derived: $VERSION"
-
-          # Mozilla's published grammar for AMO, transcribed verbatim from
-          # MDN's manifest.json/version page:
-          #
-          #     ^(0|[1-9][0-9]{0,8})([.](0|[1-9][0-9]{0,8})){0,3}$
-          #
-          # Not the looser `^[0-9]+(\.[0-9]+)*$` this lane used to carry. That
-          # one passes `2026.08.29.0201`, which AMO REJECTS — a segment must be
-          # the single digit 0 or start 1-9 — and it also passes five segments,
-          # where AMO allows four. Both would surface as a failed sign with the
-          # version already burned: AMO 409s on re-signing, so a rejected value
-          # cannot be reclaimed and cannot be reused. This lane is the cheap
-          # place to find out. (#3138, milestone 318 step 8.)
-          if ! echo "$VERSION" | grep -qE '^(0|[1-9][0-9]{0,8})(\.(0|[1-9][0-9]{0,8})){0,3}$'; then
-            echo "ERROR: derived version '$VERSION' is not a version AMO accepts."
-            echo "AMO's grammar: ^(0|[1-9][0-9]{0,8})([.](0|[1-9][0-9]{0,8})){0,3}$"
-            echo "Most likely cause: a zero-padded segment (08, 0201). The rest"
-            echo "of the family pads; the extension must not — see packaging.sh."
-            exit 1
-          fi
-
-          # ...and the shape this project actually derives. AMO would happily
-          # take `1.0.3500147` too, so the grammar check alone would not notice
-          # a regression to the pre-318 shape — which orders BELOW everything
-          # signed since, and is unrecoverable once Firefox has the higher one.
-          if ! echo "$VERSION" | grep -qE '^20[0-9][0-9]\.[0-9]{1,2}\.[0-9]{1,2}\.[0-9]{1,4}$'; then
-            echo "ERROR: derived version '$VERSION' is not YYYY.M.D.HHMM."
-            echo "Rule 148's CalVer is what build.yml signs; the old"
-            echo "1.0.<minutes> shape would order below every ext-2026.* release."
-            exit 1
-          fi
-          echo "OK: derived version $VERSION"
-
   backend-lint-and-test:
     runs-on: python-ci
     container:
@@ -132,13 +25,6 @@ jobs:
       SECRET_KEY: ci_unit_test_placeholder
     steps:
       - uses: actions/checkout@v4
-        with:
-          # Full history for tests/test_artifact_identity.py, which derives
-          # each artifact's revision to check the identity scheme. On a
-          # depth-1 clone that derivation either fails or returns the tip sha
-          # — so the lane would go green while asserting nothing, which is
-          # the one outcome worse than a red one.
-          fetch-depth: 0
 
       # Cache step removed 2026-05-26: act_runner's cache backend has been
       # broken on this homelab runner since 2026-05-15 (first as request-
@@ -165,8 +51,9 @@ jobs:
             pip install -r requirements.txt pytest pytest-asyncio
           fi
 
-      # Ruff moved to the dedicated fast `lint` job above (fails in seconds,
-      # no dep install). This job is now unit tests only.
+      - name: Ruff lint
+        run: ruff check backend/ tests/ alembic/
+
       - name: Pytest (unit only — integration runs in the integration job)
         run: pytest tests/ -v -m "not integration"
 
@@ -184,32 +71,35 @@ jobs:
       # If we want strict lockfile-based reproducibility later, commit a
       # package-lock.json and flip this back to `npm ci`.
       - run: npm install --no-audit --no-fund
-      # No type-check step: the frontend is pure JS (no .ts files, no JSDoc),
-      # so a type-checker has nothing to do. The vue-tsc devDep + its `check`
-      # script were dropped 2026-07-11 rather than bumped to v3. If we add
-      # TS/JSDoc later, re-add a tsconfig.json + vue-tsc + a type-check step.
+      # `npm run check` (vue-tsc --noEmit) skipped: the frontend is pure JS
+      # with no .ts files and no JSDoc annotations, so vue-tsc has nothing
+      # to type-check. Re-enable once we add a tsconfig.json and either
+      # convert to TS or add JSDoc.
       - run: npm run test:unit
       - run: npm run build
 
-  # Single integration job — collapsed from a 3-way shard split on 2026-06-04.
-  # The shards existed to parallelize ~8.5min of integration tests; once the
-  # throwaway Postgres runs with fsync OFF (the durability step below) the whole
-  # suite runs in ~45s, so the split only triplicated the ~2min fixed overhead
-  # (container + `uv pip install` + `alembic upgrade head`) and burned 3 of 6
-  # runner slots for no wall-clock gain. One job now: spin up once, install
-  # once, migrate once, run every integration test.
+  # Integration suite split into THREE parallel shards (2026-05-25, runner
+  # capacity bumped 2→6). Each shard gets its own Postgres + Redis service
+  # set and runs alembic + a disjoint subset of integration tests. Shards
+  # share no DB state, so the autouse TRUNCATE fixture in tests/conftest.py
+  # stays single-threaded per shard but multiple shards run in parallel
+  # wall-clock. Approximate split — rebalance once --durations=15 output
+  # reveals which shard is the long pole.
   #
-  # The docker-ps filter scopes to THIS job's own Postgres/Redis service
-  # containers by job name. act_runner strips underscores from job names when
-  # labelling containers (`int_api` matched nothing on 2026-05-25), so the name
-  # stays separator-free (`integration`). The step prints `docker ps -a` first
-  # so a future naming-convention shift surfaces in the log without a
-  # guess-and-push cycle.
+  # Each shard's docker-ps filter uses its own unique job name to scope
+  # service-container resolution. act_runner appears to strip underscores
+  # from job names when building container labels — `int_api` yielded
+  # zero matches on 2026-05-25 — so shards use no-separator names
+  # (`intapi`, `intimp`, `intcore`) instead. Each step prints
+  # `docker ps -a` first so a future naming-convention shift surfaces in
+  # the log without another guess-and-push cycle.
   #
-  # Pre-baking requirements.txt into ci-python:3.14 is intentionally NOT done —
-  # per ci-requirements.md, FC is the only Python consumer of that image and the
-  # CI-Runner "add deps to image when used by >1 project" rule keeps it per-job.
-  integration:
+  # Pre-baking requirements.txt into ci-python:3.14 is intentionally NOT
+  # done — per ci-requirements.md, FC is the only Python consumer of that
+  # image and the CI-Runner project's "add deps to image when used by >1
+  # project" rule keeps the install per-job.
+
+  intapi:
     runs-on: python-ci
     container:
       image: git.fabledsword.com/bvandeusen/ci-python:3.14
@@ -240,14 +130,14 @@ jobs:
           --health-retries 10
     steps:
       - uses: actions/checkout@v4
-      - name: Integration suite (resolve service IPs, migrate, test)
+      - name: API integration shard (resolve service IPs, migrate, test)
         run: |
           set -eux
           echo "=== container landscape (diagnostic for filter scoping) ==="
           docker ps -a --format '{{.ID}} {{.Image}} -> {{.Names}}'
           echo "=== end landscape ==="
-          PG=$(docker ps --filter "name=integration" --filter "ancestor=pgvector/pgvector:pg16" -q | head -n1)
-          RD=$(docker ps --filter "name=integration" --filter "ancestor=redis:7-alpine" -q | head -n1)
+          PG=$(docker ps --filter "name=intapi" --filter "ancestor=pgvector/pgvector:pg16" -q | head -n1)
+          RD=$(docker ps --filter "name=intapi" --filter "ancestor=redis:7-alpine" -q | head -n1)
           test -n "$PG" && test -n "$RD"
           PG_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$PG")
           RD_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$RD")
@@ -264,14 +154,130 @@ jobs:
           else
             pip install -r requirements.txt pytest pytest-asyncio
           fi
-          # Relax durability on the throwaway CI Postgres so the per-test
-          # TRUNCATE's commit-fsync — the integration teardown's dominant cost
-          # (~1.5-2s/test, which collapsed the suite from ~13min to ~45s) — is
-          # skipped. fsync/full_page_writes are sighup GUCs and synchronous_commit
-          # is user-context, so ALTER SYSTEM + pg_reload_conf() applies them with
-          # NO restart. Ephemeral DB ⇒ fsync-off is safe. Non-fatal so a perms
-          # surprise can't red the job; fabledcurator is the postgres image's
-          # bootstrap superuser.
-          python -c "import os,psycopg; c=psycopg.connect(host=os.environ['DB_HOST'],port=5432,user=os.environ['DB_USER'],password=os.environ['DB_PASSWORD'],dbname=os.environ['DB_NAME'],autocommit=True); [c.execute(q) for q in ('ALTER SYSTEM SET fsync=off','ALTER SYSTEM SET synchronous_commit=off','ALTER SYSTEM SET full_page_writes=off','SELECT pg_reload_conf()')]; c.close()" || echo 'WARN: durability GUC relax failed (continuing)'
           alembic upgrade head
-          pytest tests/ -v -m integration --durations=15
+          pytest tests/test_api_*.py -v -m integration --durations=15
+
+  intimp:
+    runs-on: python-ci
+    container:
+      image: git.fabledsword.com/bvandeusen/ci-python:3.14
+    env:
+      DB_USER: fabledcurator
+      DB_PASSWORD: ci_integration
+      DB_PORT: "5432"
+      DB_NAME: fabledcurator_test
+      SECRET_KEY: ci_integration_placeholder
+    services:
+      postgres:
+        image: pgvector/pgvector:pg16
+        env:
+          POSTGRES_USER: fabledcurator
+          POSTGRES_PASSWORD: ci_integration
+          POSTGRES_DB: fabledcurator_test
+        options: >-
+          --health-cmd "pg_isready -U fabledcurator"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 10
+      redis:
+        image: redis:7-alpine
+        options: >-
+          --health-cmd "redis-cli ping"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 10
+    steps:
+      - uses: actions/checkout@v4
+      - name: Importer integration shard (resolve service IPs, migrate, test)
+        run: |
+          set -eux
+          echo "=== container landscape (diagnostic for filter scoping) ==="
+          docker ps -a --format '{{.ID}} {{.Image}} -> {{.Names}}'
+          echo "=== end landscape ==="
+          PG=$(docker ps --filter "name=intimp" --filter "ancestor=pgvector/pgvector:pg16" -q | head -n1)
+          RD=$(docker ps --filter "name=intimp" --filter "ancestor=redis:7-alpine" -q | head -n1)
+          test -n "$PG" && test -n "$RD"
+          PG_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$PG")
+          RD_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$RD")
+          test -n "$PG_IP" && test -n "$RD_IP"
+          export DB_HOST="$PG_IP"
+          export CELERY_BROKER_URL="redis://$RD_IP:6379/0"
+          export CELERY_RESULT_BACKEND="redis://$RD_IP:6379/0"
+          for i in $(seq 1 60); do
+            (echo > "/dev/tcp/$PG_IP/5432") >/dev/null 2>&1 && break
+            sleep 2
+          done
+          if command -v uv >/dev/null 2>&1; then
+            uv pip install --system -r requirements.txt pytest pytest-asyncio
+          else
+            pip install -r requirements.txt pytest pytest-asyncio
+          fi
+          alembic upgrade head
+          pytest tests/test_importer*.py tests/test_import_*.py tests/test_migration_*.py tests/test_phash_*.py tests/test_sidecar_*.py tests/test_scan_*.py tests/test_archive_extractor.py tests/test_backfill_phash.py -v -m integration --durations=15
+
+  intcore:
+    runs-on: python-ci
+    container:
+      image: git.fabledsword.com/bvandeusen/ci-python:3.14
+    env:
+      DB_USER: fabledcurator
+      DB_PASSWORD: ci_integration
+      DB_PORT: "5432"
+      DB_NAME: fabledcurator_test
+      SECRET_KEY: ci_integration_placeholder
+    services:
+      postgres:
+        image: pgvector/pgvector:pg16
+        env:
+          POSTGRES_USER: fabledcurator
+          POSTGRES_PASSWORD: ci_integration
+          POSTGRES_DB: fabledcurator_test
+        options: >-
+          --health-cmd "pg_isready -U fabledcurator"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 10
+      redis:
+        image: redis:7-alpine
+        options: >-
+          --health-cmd "redis-cli ping"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 10
+    steps:
+      - uses: actions/checkout@v4
+      - name: Core integration shard (everything not api / importer / migration / phash / sidecar / scan / archive / backfill)
+        run: |
+          set -eux
+          echo "=== container landscape (diagnostic for filter scoping) ==="
+          docker ps -a --format '{{.ID}} {{.Image}} -> {{.Names}}'
+          echo "=== end landscape ==="
+          PG=$(docker ps --filter "name=intcore" --filter "ancestor=pgvector/pgvector:pg16" -q | head -n1)
+          RD=$(docker ps --filter "name=intcore" --filter "ancestor=redis:7-alpine" -q | head -n1)
+          test -n "$PG" && test -n "$RD"
+          PG_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$PG")
+          RD_IP=$(docker inspect -f '{{range .NetworkSettings.Networks}}{{.IPAddress}}{{end}}' "$RD")
+          test -n "$PG_IP" && test -n "$RD_IP"
+          export DB_HOST="$PG_IP"
+          export CELERY_BROKER_URL="redis://$RD_IP:6379/0"
+          export CELERY_RESULT_BACKEND="redis://$RD_IP:6379/0"
+          for i in $(seq 1 60); do
+            (echo > "/dev/tcp/$PG_IP/5432") >/dev/null 2>&1 && break
+            sleep 2
+          done
+          if command -v uv >/dev/null 2>&1; then
+            uv pip install --system -r requirements.txt pytest pytest-asyncio
+          else
+            pip install -r requirements.txt pytest pytest-asyncio
+          fi
+          alembic upgrade head
+          pytest tests/ -v -m integration --durations=15 \
+            --ignore-glob='tests/test_api_*.py' \
+            --ignore-glob='tests/test_importer*.py' \
+            --ignore-glob='tests/test_import_*.py' \
+            --ignore-glob='tests/test_migration_*.py' \
+            --ignore-glob='tests/test_phash_*.py' \
+            --ignore-glob='tests/test_sidecar_*.py' \
+            --ignore-glob='tests/test_scan_*.py' \
+            --ignore-glob='tests/test_archive_extractor.py' \
+            --ignore-glob='tests/test_backfill_phash.py'

.forgejo/workflows/extension.yml

@@ -1,5 +1,5 @@
 name: extension
-# Lint + unit tests. The sign-and-publish dance moved into build.yml's
+# Lint-only workflow. The sign-and-publish dance moved into build.yml's
 # `sign-extension` job (2026-05-25) — `:latest` now always bundles the XPI
 # because sign-extension runs as a build-web dependency in the SAME workflow,
 # eliminating the prior race between build.yml and a separate extension.yml.
@@ -10,78 +10,20 @@ on:
     paths:
       - 'extension/**'
       - '.forgejo/workflows/extension.yml'
-      # test/version.spec.js asserts things ABOUT the other two workflows —
-      # that neither inlines the packaged-file set, and that build.yml derives
-      # the shipped version rather than reading it out of the repo. A
-      # workflow-only edit can therefore break this suite, so it has to trigger
-      # it. build.yml joined the list at milestone 271 step 5, when the spec
-      # started asserting against it.
-      - '.forgejo/workflows/ci.yml'
-      - '.forgejo/workflows/build.yml'
   pull_request:
     branches: [main]
     paths:
       - 'extension/**'
-      - '.forgejo/workflows/ci.yml'
-      - '.forgejo/workflows/build.yml'
   workflow_dispatch:
 
 jobs:
   lint:
     runs-on: python-ci
     container:
-      image: node:24-bookworm-slim
+      image: node:22-bookworm-slim
     steps:
       - uses: actions/checkout@v4
-      # Not --no-save: vitest and web-ext are both real devDependencies now,
-      # and the suite needs vitest resolvable from node_modules.
-      - name: Install dev dependencies
-        run: cd extension && npm install --no-audit --no-fund
+      - name: Install web-ext
+        run: cd extension && npm install --no-save --no-audit --no-fund
       - name: Lint
         run: cd extension && npm run lint
-      # Pure-logic specs over lib/url.js and lib/platforms.js plus manifest /
-      # package version-consistency checks. No browser, no network.
-      - name: Unit tests
-        run: cd extension && npm run test:unit
-
-      # Everything else about packaging is asserted against our own declaration
-      # of what ships. This is the only check that asks web-ext what it ACTUALLY
-      # put in the archive. Until now that was an unverified assumption about
-      # glob semantics — and a fragile one: `test/**` reaches web-ext intact
-      # only because callers `set -f` first, so losing that quoting would
-      # silently start shipping dev files with no other signal.
-      - name: Verify XPI contents
-        run: |
-          set -eu
-          command -v unzip >/dev/null 2>&1 || { apt-get update -qq && apt-get install -y -qq unzip; }
-          cd extension
-          npm run build
-          ZIP=$(ls web-ext-artifacts/*.zip | head -1)
-          echo "=== packaged entries in $ZIP ==="
-          unzip -Z1 "$ZIP" | sort
-          echo "=== end ==="
-          ENTRIES=$(unzip -Z1 "$ZIP")
-          fail=0
-          # Must NOT ship: repo infrastructure with no business in a user's browser.
-          for pat in 'test/' 'scripts/' 'vitest.config.js' 'package.json' 'package-lock.json' 'README.md' 'node_modules/' 'web-ext-artifacts/'; do
-            if echo "$ENTRIES" | grep -q "^$pat"; then
-              echo "ERROR: '$pat' was packaged into the XPI but must not be"
-              fail=1
-            fi
-          done
-          # Must ship: if an exclusion pattern ever over-matches, the extension
-          # breaks at runtime rather than at build time, so assert presence too.
-          for req in 'manifest.json' 'lib/url.js' 'lib/api.js' 'lib/platforms.js' 'lib/cookies.js'; do
-            if ! echo "$ENTRIES" | grep -q "^$req$"; then
-              echo "ERROR: '$req' is missing from the XPI"
-              fail=1
-            fi
-          done
-          for dir in 'background/' 'popup/' 'options/' 'content/' 'icons/'; do
-            if ! echo "$ENTRIES" | grep -q "^$dir"; then
-              echo "ERROR: nothing from '$dir' was packaged"
-              fail=1
-            fi
-          done
-          [ "$fail" -eq 0 ] || exit 1
-          echo "XPI contents verified."

.forgejo/workflows/release.yml

@@ -1,80 +0,0 @@
-name: Release
-
-# A `v*` tag publishes a changelog. It does NOT build anything.
-#
-# Milestone 318 step 2 removed the tag trigger from build.yml: by the time
-# anyone tags a commit, `main` has already built and published it, and a
-# rebuild would re-push `:c-<sha>` — which rule 145 forbids even when the
-# source matches, since image configs carry timestamps and "same source" does
-# not mean "same manifest". That left the tag with no consequence at all.
-#
-# This is the consequence it has instead. Step 6 put the derived version in the
-# Settings footer, so an operator can say WHICH build they are running; this
-# says what is IN it that was not in the one they ran last month. Both halves
-# of one question (note #3127 §5).
-#
-# Nothing here runs on a schedule and nothing auto-tags on merge. Release tags
-# are bookmarks — cut one when you will want to point at that day by name,
-# otherwise don't (note #3127 §0). FC went twelve weeks between v26.06.04.0 and
-# the next one and nothing was wrong. A schedule would turn an optional
-# bookmark back into ceremony, which is the thing this milestone is removing.
-#
-# Cutting the tag is an explicit operator action under rule 2 ("`main` — never
-# without explicit request", which since 2026-08-28 covers PR, merge and tag
-# alike). This lane only decides what happens once they do.
-#
-# Requires repo secret RELEASE_TOKEN with the `write:release` scope — the same
-# PAT build.yml uses for the ext-<version> XPI asset cache.
-
-on:
-  push:
-    tags: ['v*']
-  # So a release body can be regenerated after the fact — the publisher PATCHes
-  # an existing release rather than falling through on a conflict, so re-running
-  # this on a tag rewrites the body instead of silently keeping the first one
-  # (note #3127 §6.7).
-  workflow_dispatch:
-    inputs:
-      tag:
-        description: 'Tag to (re)publish notes for'
-        required: true
-
-jobs:
-  changelog:
-    runs-on: python-ci
-    container:
-      image: git.fabledsword.com/bvandeusen/ci-python:3.14
-    steps:
-      - uses: actions/checkout@v4
-        with:
-          # Load-bearing twice over: the previous release is found by walking
-          # ancestry back through the tag graph, and the cross-check against
-          # the derived web version calls artifacts.sh, which reads commit
-          # times. A shallow clone would find no previous tag and emit the
-          # entire history as the changelog — plausible-looking and wrong.
-          fetch-depth: 0
-          ref: ${{ github.event.inputs.tag || github.ref }}
-
-      # The `:c-<sha>` rollback refs are only real if `main` built this commit.
-      # The script checks that against origin/main and downgrades the claim to
-      # "unverified" when it cannot resolve one; fetching it here means that
-      # downgrade stays an actual signal instead of firing on every release.
-      - name: Make main's history resolvable
-        run: git fetch --no-tags --quiet origin +main:refs/remotes/origin/main || true
-
-      # TAG goes through the environment, not through `${{ }}` inside the
-      # run block. The value is operator-supplied, and an expression expanded
-      # into a shell line is expanded BEFORE the shell sees it — there is no
-      # quoting that makes that safe. On a tag push it is empty and the script
-      # falls back to GITHUB_REF.
-      - name: Publish the derived changelog
-        env:
-          RELEASE_TOKEN: ${{ secrets.RELEASE_TOKEN }}
-          TAG: ${{ github.event.inputs.tag }}
-        run: |
-          set -eu
-          if [ -n "${TAG:-}" ]; then
-            python3 scripts/release_notes.py "$TAG"
-          else
-            python3 scripts/release_notes.py
-          fi

.gitignore

@@ -61,12 +61,8 @@ Thumbs.db
 
 # Claude Code per-user local overrides (shared .claude/settings.json is OK to commit)
 .claude/settings.local.json
-# Transient scheduler lock/state (committed by accident in 3f30327)
-.claude/scheduled_tasks.lock
-.claude/scheduled_tasks*.json
 
 # Alembic / DB scratch
 alembic/versions/__pycache__/
 *.sqlite
 *.sqlite-journal
-.superpowers/

Dockerfile

@@ -1,6 +1,6 @@
-# syntax=docker/dockerfile:1.25
+# syntax=docker/dockerfile:1.7
 
-FROM node:24-alpine AS frontend-builder
+FROM node:22-alpine AS frontend-builder
 WORKDIR /build
 COPY frontend/package.json frontend/package-lock.json* ./
 # No package-lock.json is tracked yet (we don't run npm locally per
@@ -18,16 +18,13 @@ ENV PYTHONUNBUFFERED=1 \
 
 # System deps: ffmpeg (transcode + thumbnails, FC-2), unar (archives, FC-2),
 # libpq for psycopg, postgresql-client + zstd for FC-5 backup/restore
-# (pg_dump + tar --zstd), image libs, megatools (mega.nz public-link downloads
-# for off-platform file-host links, #830 — `megatools dl`; Debian-native, no
-# external MEGA apt repo needed).
+# (pg_dump + tar --zstd), image libs.
 RUN apt-get update && apt-get install -y --no-install-recommends \
         ffmpeg \
         unar \
         libpq5 \
         postgresql-client \
         zstd \
-        megatools \
         libjpeg62-turbo \
         libwebp7 \
         libpng16-16 \
@@ -47,29 +44,6 @@ RUN chmod +x entrypoint.sh
 
 COPY --from=frontend-builder /build/dist ./frontend/dist
 
-# Which channel this image belongs to — `dev` or `main` (milestone 271 step 7).
-# build.yml passes it; /api/extension/manifest reports it beside the version so
-# an operator can tell which channel an install came from without the channel
-# ever touching the version string.
-#
-# Empty by default, deliberately: a locally-built image then reports NO channel
-# rather than claiming to be one, and the manifest omits the field entirely —
-# indistinguishable from an image built before the field existed, which is
-# exactly the shape every reader already has to handle.
-#
-# Declared LAST on purpose. An ARG/ENV invalidates every layer below it, and
-# these are the values that differ between builds of otherwise identical
-# source — put them any earlier and the two channels could never share a
-# cached pip install.
-#
-# FC_VERSION is what the instance reports about itself in the UI. Since
-# milestone 318 stopped publishing version image tags, that self-report is
-# the only answer to "which build is this?" — nothing else names it.
-ARG FC_CHANNEL=""
-ENV FC_CHANNEL=${FC_CHANNEL}
-ARG FC_VERSION=""
-ENV FC_VERSION=${FC_VERSION}
-
 EXPOSE 8080
 
 ENTRYPOINT ["./entrypoint.sh"]

Dockerfile.ml

@@ -1,4 +1,4 @@
-# syntax=docker/dockerfile:1.25
+# syntax=docker/dockerfile:1.7
 
 FROM python:3.14-slim
 ENV PYTHONUNBUFFERED=1 \

README.md

@@ -6,50 +6,7 @@ Combines what was [ImageRepo](https://git.fabledsword.com/bvandeusen/ImageRepo)
 
 ## Status
 
-In production. `main` is continuously deployed — every merge to `main` builds
-and publishes `:latest` images, so whatever is on `main` is what is running.
-Day-to-day work happens on `dev`, which publishes `:dev` images.
-
-## Versions and tags
-
-Three image tags exist, and no others:
-
-| Tag | Branch | Meaning |
-| --- | --- | --- |
-| `:latest` | `main` | Production. Moves on every merge. |
-| `:c-<sha>` | `main` | Immutable — the rollback unit, all three images together. |
-| `:dev` | `dev` | The rolling test channel. Moves on every push. |
-
-There are deliberately **no version tags**. Nothing pins one, and a per-build
-name nobody reads is upkeep for a model FC does not run (family rule 145; the
-reasoning is note #3127 §5). Rolling back is `docker pull …:c-<sha>`.
-
-Each artifact still has a version, derived rather than chosen: the commit time
-of the newest change to that artifact's *own* shipped files, as
-`YYYY.MM.DD.HHMM` UTC (rule 148). Four artifacts, four independent versions —
-a push touching only `agent/` re-versions the agent and leaves web and ml
-alone, and CI skips the builds whose content did not move.
-
-Because no registry name carries it, the running instance's own report is the
-only answer to "which build is this?". The foot of Settings shows
-`FabledCurator 2026.08.29.0201 · dev`, and `/api/health` returns the same two
-fields.
-
-Release tags are optional bookmarks — FC went twelve weeks without one and
-nothing was wrong. Pushing `v<version>` publishes a Forgejo release listing the
-commits since the previous tag; it builds no image.
-
-## What's in here
-
-Five deployable pieces, built by `.forgejo/workflows/build.yml`:
-
-| Piece | Built from | Image | Role |
-| --- | --- | --- | --- |
-| **Web / workers** | `Dockerfile` | `fabledcurator` | Quart API + the built Vue SPA in one image. `entrypoint.sh` picks the role: `web`, `worker`, `scheduler`. The `maintenance-long` service is a second `worker` pinned to the long-running maintenance queue. |
-| **ML worker** | `Dockerfile.ml` | `fabledcurator-ml` | Same app, plus `requirements-ml.txt` — tagging and embedding models that run in-container. |
-| **GPU agent** | `agent/Dockerfile` | `fabledcurator-agent` | Optional desktop-GPU worker (`agent/`). Leases jobs over **HTTP only** — never touches the database or Redis. Run it for a burst, stop it to reclaim the card. See `agent/README.md`. |
-| **Firefox extension** | `extension/` | signed XPI | MV3 extension: pushes platform session cookies into FC and adds a creator as a Source in one click. AMO-signed on both `dev` and `main` (one signature per extension change, shared by the two channels), bundled into that channel's web image and served from Settings → Maintenance. See `extension/README.md`. |
-| **Data** | — | `pgvector/pgvector:pg16`, `redis:7-alpine` | Postgres with pgvector for embeddings; Redis as the Celery broker. |
+Pre-v1. Not yet functional.
 
 ## Quick start
 
@@ -72,42 +29,22 @@ docker compose -f docker-compose.yml up -d
 # (skips the override so containers pull registry images)
 ```
 
-The GPU agent is deployed separately, on the machine with the card —
-`agent/docker-compose.yml`, not this stack.
-
 ## Deployment posture
 
 FabledCurator is designed to run inside a self-hosted homelab environment over plain HTTP. If you want TLS, terminate it at your reverse proxy. The app does not generate certificates, redirect to HTTPS, or set HSTS.
 
 ## CI / Forgejo setup
 
-Four workflows: `ci.yml` (lint, extension-version check, backend unit tests,
-frontend build, integration), `extension.yml` (extension lint, vitest, XPI
-content verification), `build.yml` (sign + publish), and `release.yml`, which
-runs only on a `v*` tag and publishes a changelog without building anything.
+The repo's workflows expect:
 
-**The toolchain each job runs in is its `container.image`, not its `runs-on`
-label.** `runs-on: python-ci` only schedules the job onto a runner; every job
-then names the image it actually wants. `ci-requirements.md` is the current,
-authoritative list of images and per-job installs — read that rather than a
-copy here, so the two can't drift.
-
-The repo expects one secret:
-
-- **`RELEASE_TOKEN`** — a Forgejo PAT with:
+- **Runner label `python-ci`** — a Forgejo runner with Python 3.14, ruff, and Node 22 pre-installed. Both `ci.yml` and `build.yml` use this label. The runner image (`runner-base:python-ci`) is built from `CI-Runner/CI-python/` in the operator's workspace; `make push` from that directory builds and pushes a new image when toolchain pins change.
+- **Repo secret `RELEASE_TOKEN`** — a Forgejo PAT with the following scopes:
   - `write:package` + `read:package` — for `docker push` to `git.fabledsword.com`
-  - `write:release` — for the `ext-<version>` releases that cache the signed XPI
-  - `write:issue` — for issue-management automation
+  - `write:release` — for future release-cutting workflows
+  - `write:issue` — for future issue-management automation
 
   Generate at https://git.fabledsword.com/user/settings/applications. The injected `GITHUB_TOKEN` cannot be used because it lacks `write:package`.
 
-AMO signing additionally needs `MOZILLA_AMO_JWT_KEY` / `MOZILLA_AMO_JWT_SECRET`.
-It runs on **both** channels and is cached per version: because the version is
-derived from commit time, `dev` and `main` derive the same number for the same
-source, so `main` finds `dev`'s signature already cached and makes no second AMO
-call. That cache is why signing must be one-shot — AMO rejects a re-signed
-version.
-
 ## License
 
 Personal project; use at your own discretion.

agent/Dockerfile

@@ -1,33 +0,0 @@
-# FabledCurator GPU agent — runs on the desktop with the GPU.
-# CUDA 12.9 + cuDNN 9 runtime so onnxruntime-gpu can use the card (it needs
-# cuDNN 9 — the plain -runtime image lacks it: "libcudnn.so.9: cannot open
-# shared object file"); ffmpeg for video frames. Ubuntu 24.04 → Python 3.12.
-# Stays on the CUDA-12 / cuDNN-9 line the default onnxruntime-gpu + torch are
-# built against (CUDA 13 has only nascent ONNX Runtime support).
-FROM nvidia/cuda:12.9.2-cudnn-runtime-ubuntu24.04
-
-# PIP_BREAK_SYSTEM_PACKAGES: Ubuntu 24.04 marks its system Python as externally
-# managed (PEP 668), so a global `pip install` errors without this. It's a
-# single-purpose container — we own the whole environment, so installing into
-# the system site-packages is fine (and simplest — no venv on PATH to manage).
-ENV DEBIAN_FRONTEND=noninteractive PYTHONUNBUFFERED=1 PIP_BREAK_SYSTEM_PACKAGES=1
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends python3 python3-pip ffmpeg \
-    && rm -rf /var/lib/apt/lists/*
-
-WORKDIR /app
-# torch from the CUDA-12.4 wheel index; its wheels bundle their own CUDA + cuDNN
-# so they run on the 12.9 base and coexist with onnxruntime-gpu. Installed first
-# + separately so the GPU build of torch is deterministic and layer-cached.
-RUN pip3 install --no-cache-dir torch==2.6.0 --index-url https://download.pytorch.org/whl/cu124
-COPY requirements.txt .
-RUN pip3 install --no-cache-dir -r requirements.txt
-COPY fc_agent ./fc_agent
-
-# imgutils ONNX models + the transformers SigLIP weights both cache here; mount
-# a volume to persist them across restarts (the SigLIP download is ~3.5 GB once).
-ENV HF_HOME=/models
-EXPOSE 8770
-
-# The control UI; the worker is started from it (or POST /start).
-CMD ["uvicorn", "fc_agent.app:app", "--host", "0.0.0.0", "--port", "8770"]

agent/README.md

@@ -1,71 +0,0 @@
-# FabledCurator GPU agent
-
-A desktop-GPU worker that embeds characters (CCIP) + figure crops for
-FabledCurator. It talks to FC **only over HTTP** — it leases jobs, fetches image
-pixels, runs the models on your GPU, and posts results back. Your FC database and
-Redis stay private; the agent never touches them.
-
-You run it when you want a burst and stop it to reclaim the card.
-
-## 0. Host prerequisite — NVIDIA Container Toolkit
-Docker needs the toolkit to hand the GPU to a container (else: *"could not select
-device driver nvidia with capabilities [[gpu]]"*). On Arch/CachyOS:
-```sh
-sudo pacman -S nvidia-container-toolkit
-sudo nvidia-ctk runtime configure --runtime=docker
-sudo systemctl restart docker
-# verify:
-docker run --rm --gpus all nvidia/cuda:12.4.1-base-ubuntu22.04 nvidia-smi
-```
-
-## 1. Get a token
-In FC: **Settings → Tagging → GPU agent → Generate token** (or Rotate). Copy it.
-
-## 2. Pull (CI publishes it alongside the web/ml images)
-```sh
-docker pull git.fabledsword.com/bvandeusen/fabledcurator-agent:latest
-```
-> Local build for development instead: `docker build -t fc-gpu-agent agent/`
-
-## 3. Run (on the machine with the GPU)
-```sh
-docker run --rm --gpus all -p 8770:8770 \
-  -e FC_URL=http://curator.traefik.internal \
-  -e FC_TOKEN=<paste-the-token> \
-  -v fc-agent-models:/models \
-  git.fabledsword.com/bvandeusen/fabledcurator-agent:latest
-```
-Then open <http://localhost:8770> — the control page. Click **Start** to begin
-draining the queue; **Pause**/**Stop** to yield the GPU. The `-v fc-agent-models`
-volume caches the downloaded ONNX models so restarts are fast.
-
-Kick off a backfill from FC (**GPU agent card → Queue character embedding**), then
-watch the queue counts on the control page (or FC's card) drain.
-
-## Config (env)
-| var | default | meaning |
-|---|---|---|
-| `FC_URL` | `http://localhost:8000` | FC base URL |
-| `FC_TOKEN` | — | the bearer token (required) |
-| `AGENT_ID` | `desktop-agent` | identifies this agent's leases |
-| `BATCH_SIZE` | `4` | jobs leased per round (still processed one at a time) |
-| `CCIP_MODEL` | imgutils default | CCIP model name |
-| `DETECTOR_LEVEL` | `m` | person-detector size: `n` < `s` < `m` < `x` |
-| `POLL_IDLE_SECONDS` | `10` | wait between empty leases |
-
-## ⚠️ Verify on first run
-This part can't be CI-tested (no GPU/models in CI), so confirm against your
-installed `dghs-imgutils` (`pip show dghs-imgutils`) — see `fc_agent/models.py`:
-- `imgutils.detect.detect_person(image, level=...)` returns
-  `[((x0,y0,x1,y1), label, score), ...]`.
-- `imgutils.metrics.ccip_extract_feature(image, model=...)` returns a vector
-  (768-d for caformer). If you want the F1-0.94 variant, set
-  `CCIP_MODEL=ccip-caformer_b36-24` (verify the exact string in imgutils).
-
-If FC's matcher under/over-fires, tune the cosine threshold in
-`backend/app/services/ml/ccip.py` (`DEFAULT_SIM_THRESHOLD`) and use
-`GET /api/ccip/overview` + `/api/ccip/images/<id>` to spot-check.
-
-## CPU fallback
-Swap `onnxruntime-gpu` → `onnxruntime` in `requirements.txt` and drop `--gpus all`
-to grind it slowly on the server instead. Same agent, no card.

agent/docker-compose.yml

@@ -1,73 +0,0 @@
-# FabledCurator GPU agent — desktop run via docker compose.
-#
-# Usage:
-#   1. Generate a token: FC → Settings → Tagging → GPU agent → Generate token.
-#   2. Create a .env next to this file:
-#        FC_URL=http://curator.traefik.internal
-#        FC_TOKEN=<paste-the-token>
-#        # optional: CCIP_MODEL=ccip-caformer_b36-24   (the F1-0.94 variant)
-#   3. docker compose up -d     (pulls the published image)
-#   4. Open http://localhost:8770 → Start. Pause/Stop hands the GPU back.
-#      docker compose down       to stop the container entirely.
-#
-# Surviving a curator redeploy (you're away, can't touch the agent):
-#   - A running agent rides out curator being unreachable on its own — it retries
-#     leasing with capped backoff and resumes when the server is back. In-flight
-#     work is handed back (not failed), so a redeploy never poisons good jobs.
-#   - AUTO_START=1 (below) also resumes the worker if the AGENT container itself
-#     restarts (host reboot / crash via `restart: unless-stopped`) — no click.
-#
-# Needs the NVIDIA Container Toolkit installed on the host for --gpus.
-
-services:
-  fc-gpu-agent:
-    image: git.fabledsword.com/bvandeusen/fabledcurator-agent:latest
-    pull_policy: always
-    ports:
-      - "8770:8770"
-    environment:
-      FC_URL: ${FC_URL:-http://curator.traefik.internal}
-      FC_TOKEN: ${FC_TOKEN:?set FC_TOKEN in .env (FC → GPU agent → Generate token)}
-      CCIP_MODEL: ${CCIP_MODEL:-}
-      DETECTOR_LEVEL: ${DETECTOR_LEVEL:-m}
-      BATCH_SIZE: ${BATCH_SIZE:-4}
-      # Resume the worker automatically on container start (survive a reboot /
-      # crash-restart while you're away). Set to 0 to require a manual Start.
-      AUTO_START: ${AUTO_START:-1}
-      # Autoscale the worker count (throughput hill-climb that finds the sweet
-      # spot + backs off under VRAM pressure). On by default; toggle live in the
-      # control UI. Set to 0 to start in manual mode.
-      AUTO_SCALE: ${AUTO_SCALE:-1}
-      # Aggregate download cap in MB/s (stills + video streams combined), so the
-      # agent can't saturate the desktop's network and wreck browsing — WiFi
-      # especially. 0 = unlimited; tunable live in the control UI.
-      BANDWIDTH_LIMIT_MB_S: ${BANDWIDTH_LIMIT_MB_S:-8}
-      # Crop embedder (SigLIP concept bag): float16 keeps VRAM low on a shared
-      # desktop GPU; the model itself is announced by the server.
-      SIGLIP_DTYPE: ${SIGLIP_DTYPE:-float16}
-      # Crop PROPOSERS (extra YOLO detectors → more/better concept crops). Each
-      # downloads its weights once (cached on the models volume) and self-disables
-      # if the download/load fails. Blank any one to turn it off.
-      #   PERSON_WEIGHTS: general COCO person detector (Western/realistic figures),
-      #     merged with the anime detector. yolo11n.pt (~6 MB, auto-downloaded).
-      #   ANATOMY_WEIGHTS: booru_yolo anime/furry/NSFW components (~40 MB). NB the
-      #     repo states no license — fine for private use. yolov8n_as01.pt is the
-      #     6 MB nano if you want lighter than yolov11m_aa22.pt.
-      #   PANEL_WEIGHTS: mosesb comic-panel detector (Apache-2.0), "hf_repo::file".
-      PERSON_WEIGHTS: ${PERSON_WEIGHTS:-yolo11n.pt}
-      ANATOMY_WEIGHTS: ${ANATOMY_WEIGHTS:-https://github.com/aperveyev/booru_yolo/raw/main/models/yolov11m_aa22.pt}
-      PANEL_WEIGHTS: ${PANEL_WEIGHTS:-mosesb/best-comic-panel-detection::best.pt}
-    volumes:
-      # Persist the downloaded ONNX models so restarts are fast.
-      - fc-agent-models:/models
-    restart: unless-stopped
-    deploy:
-      resources:
-        reservations:
-          devices:
-            - driver: nvidia
-              count: all
-              capabilities: [gpu]
-
-volumes:
-  fc-agent-models:

agent/fc_agent/app.py

@@ -1,407 +0,0 @@
-"""FastAPI control surface for the agent (served on localhost).
-
-Start / stop the download→GPU pipeline, tune the downloader count live (the
-workload is download-bound, so downloaders are the dial that trades desktop
-bandwidth for throughput), and watch GPU load + buffer occupancy + progress +
-the server-side queue. Config is env-seeded; the downloader count is adjustable
-here on the fly (GPU consumers autoscale between 1 and 2 on their own).
-"""
-import logging
-
-from fastapi import FastAPI, Request
-from fastapi.responses import HTMLResponse, JSONResponse
-
-from . import logbuf
-from .config import Config
-from .gpu import read_gpu
-from .worker import Worker
-
-log = logging.getLogger("fc_agent.app")
-
-# Bump on every agent change. The page embeds this and /status reports it; the UI
-# warns to reload when they differ — so a stale browser-cached page can't be
-# mistaken for "the new image didn't deploy". (Belt-and-braces with no-store.)
-VERSION = "2026-07-17.1 · idle model-unload: after ~5 min idle the GPU models release their VRAM and reload on the next job (env IDLE_UNLOAD_SECONDS, 0=off) · sleep mode sheds to one downloader"
-
-logbuf.install()
-cfg = Config.from_env()
-worker = Worker(cfg)
-app = FastAPI(title="FabledCurator GPU agent")
-
-
-@app.middleware("http")
-async def _no_store(request, call_next):
-    # The control page is a static string and the status/gpu/logs polls are
-    # live data — never let the browser cache either, or a freshly-pulled agent
-    # image still shows the OLD UI until a hard refresh (operator-flagged
-    # 2026-06-30).
-    resp = await call_next(request)
-    resp.headers["Cache-Control"] = "no-store"
-    return resp
-
-
-@app.on_event("startup")
-def _maybe_autostart() -> None:
-    # With AUTO_START set, a container restart (host reboot, or `restart:
-    # unless-stopped` after a crash) resumes the worker on its own — the slots
-    # then ride out a still-down curator via lease backoff. Lets the agent
-    # survive a redeploy with nobody at the desktop to click Start.
-    if cfg.auto_start and cfg.token:
-        worker.start()
-
-
-@app.get("/", response_class=HTMLResponse)
-def index() -> str:
-    return _PAGE.replace("__BUILD__", VERSION)
-
-
-@app.post("/start")
-def start():
-    log.info("UI: Start button pressed")   # the press; worker logs the transition
-    worker.start()
-    return JSONResponse(worker.status())
-
-
-@app.post("/stop")
-def stop():
-    log.info("UI: Stop button pressed")
-    worker.stop()
-    return JSONResponse(worker.status())
-
-
-@app.post("/concurrency")
-async def concurrency(request: Request):
-    body = await request.json()
-    worker.set_concurrency(int(body.get("value", 1)))
-    return JSONResponse(worker.status())
-
-
-@app.post("/auto")
-async def auto(request: Request):
-    body = await request.json()
-    worker.set_auto(bool(body.get("value", True)))
-    return JSONResponse(worker.status())
-
-
-@app.post("/bandwidth")
-async def bandwidth(request: Request):
-    body = await request.json()
-    worker.set_bandwidth(float(body.get("value", 0)))
-    return JSONResponse(worker.status())
-
-
-@app.get("/gpu")
-def gpu():
-    # GPU meters poll this on their own fast cadence. It only reads local
-    # nvidia-smi — no curator round-trip — so the util/VRAM bars stay live even
-    # when /status is slow waiting on the (sometimes busy) curator queue call.
-    g = read_gpu() or {}
-    us = worker.util_smooth()
-    if us is not None:
-        g["util_smooth"] = round(us, 1)   # autoscaler's EWMA — the UI bar tracks this
-    return JSONResponse(g)
-
-
-@app.get("/logs")
-def logs():
-    return JSONResponse({"lines": list(logbuf.LINES)})
-
-
-@app.get("/status")
-def status():
-    # Pure in-memory read: worker.status() is lock-free and the queue snapshot is
-    # kept fresh by a background poller — NO inline curator call, so this can't
-    # stall the status view when curator is buried under a big backlog.
-    worker.note_ui()          # a browser is watching → keep the queue snapshot warm
-    s = worker.status()
-    s["fc_url"] = cfg.fc_url
-    s["configured"] = bool(cfg.token)
-    s["queue"] = worker.latest_queue()
-    s["build"] = VERSION
-    return JSONResponse(s)
-
-
-_PAGE = """<!doctype html><html><head><meta charset=utf-8>
-<meta name=viewport content="width=device-width,initial-scale=1">
-<title>FabledCurator · GPU agent</title>
-<style>
- :root{--bg:#0f1216;--panel:#181c22;--panel2:#1e232b;--bd:#2a313b;--fg:#e9edf2;
-  --mut:#8b97a6;--acc:#e8923a;--grn:#46c46a;--red:#e8584d;--amb:#e8b23a}
- *{box-sizing:border-box}
- body{font:14px/1.5 system-ui,-apple-system,Segoe UI,Roboto,sans-serif;margin:0;
-  background:radial-gradient(1200px 600px at 50% -10%,#1a2029,#0f1216);color:var(--fg)}
- .wrap{max-width:820px;margin:0 auto;padding:28px 20px 28px;height:100vh;
-  box-sizing:border-box;overflow:hidden;display:flex;flex-direction:column}
- header{display:flex;align-items:center;justify-content:space-between;margin-bottom:4px}
- .brand{display:flex;align-items:center;gap:10px;font-size:19px;font-weight:700;letter-spacing:.2px}
- .logo{color:var(--acc);font-size:20px}
- .brand .sub{color:var(--mut);font-weight:600;font-size:13px;text-transform:uppercase;letter-spacing:.12em}
- .conn{display:flex;align-items:center;gap:8px;color:var(--mut);font-size:13px;font-weight:600}
- .dot{width:9px;height:9px;border-radius:50%;background:var(--mut);box-shadow:0 0 0 0 rgba(0,0,0,0)}
- .dot.green{background:var(--grn);box-shadow:0 0 10px 1px rgba(70,196,106,.5)}
- .dot.amber{background:var(--amb)} .dot.red{background:var(--red)}
- .meta{color:var(--mut);margin:0 0 18px;font-size:13px}
- code{background:#11151a;border:1px solid var(--bd);padding:2px 7px;border-radius:6px;
-  font:12px ui-monospace,SFMono-Regular,Menlo,monospace;color:#cdd6e0}
- .card{background:linear-gradient(180deg,var(--panel),var(--panel2));border:1px solid var(--bd);
-  border-radius:14px;padding:16px 18px;margin-bottom:14px;box-shadow:0 1px 0 rgba(255,255,255,.02) inset}
- .card-h{font-size:11px;font-weight:800;letter-spacing:.12em;text-transform:uppercase;
-  color:var(--mut);margin-bottom:14px}
- .controls{display:flex;align-items:center;gap:10px;flex-wrap:wrap}
- .spacer{flex:1}
- .btn{font:600 14px system-ui;padding:.5rem 1rem;border:1px solid transparent;border-radius:9px;
-  cursor:pointer;color:#fff;transition:.12s}
- .btn:hover{transform:translateY(-1px)}
- .btn[disabled]{opacity:.45;pointer-events:none;transform:none}
- @keyframes pulse{0%,100%{opacity:1}50%{opacity:.4}}
- .tile .n.busy{color:var(--acc);animation:pulse 1s ease-in-out infinite}
- .btn.start{background:linear-gradient(180deg,#2f9c4c,#247a3c)}
- .btn.stop{background:linear-gradient(180deg,#3a3f48,#2a2f37);color:#e9edf2;border-color:var(--bd)}
- .switch{display:inline-flex;align-items:center;gap:8px;cursor:pointer;font-weight:600;user-select:none}
- .switch input{display:none}
- .switch .track{width:38px;height:22px;border-radius:11px;background:#2a313b;position:relative;transition:.15s}
- .switch .track:after{content:"";position:absolute;top:2px;left:2px;width:18px;height:18px;border-radius:50%;
-  background:#cdd6e0;transition:.15s}
- .switch input:checked+.track{background:var(--acc)}
- .switch input:checked+.track:after{transform:translateX(16px);background:#fff}
- .stepper{display:inline-flex;align-items:center;gap:6px}
- .step{background:#262c34;color:var(--fg);border:1px solid var(--bd);border-radius:8px;
-  width:30px;height:32px;font:700 16px system-ui;cursor:pointer}
- .step:hover{border-color:var(--acc)}
- #conc,#bw{width:3.4rem;height:32px;text-align:center;font:700 16px system-ui;background:#11151a;
-  color:var(--fg);border:1px solid var(--bd);border-radius:8px}
- .unit{color:var(--mut);font-size:12px;font-weight:600}
- .hint{color:var(--mut);font-size:12px;margin-top:12px}
- .tiles{display:grid;grid-template-columns:repeat(6,1fr);gap:8px;margin-bottom:16px}
- .tile{background:#13171d;border:1px solid var(--bd);border-radius:10px;padding:12px 8px;text-align:center}
- .tile .n{font:800 22px ui-monospace,monospace;line-height:1.1}
- .tile .n.warn{color:var(--red)} .tile .n.ok{color:var(--grn)}
- .tile .l{font-size:10px;text-transform:uppercase;letter-spacing:.06em;color:var(--mut);margin-top:4px}
- .meters{display:flex;flex-direction:column;gap:10px;margin-bottom:14px}
- .meter-h{display:flex;justify-content:space-between;font-size:12px;color:var(--mut);margin-bottom:4px}
- .meter-h b{color:var(--fg);font-variant-numeric:tabular-nums}
- .bar{height:9px;border-radius:5px;background:#11151a;border:1px solid var(--bd);overflow:hidden}
- .bar>i{display:block;height:100%;width:0;background:linear-gradient(90deg,#3a7d57,var(--grn));transition:width .4s}
- #utilbar{background:linear-gradient(90deg,#9a5a1f,var(--acc))}
- #bufbar{background:linear-gradient(90deg,#2f5a9a,#4a86d8)}
- .queue{font:13px ui-monospace,monospace;color:var(--mut)}
- .banner{margin:0 0 14px;padding:.7rem .9rem;border-radius:10px;background:#3a2f12;
-  border:1px solid #5a4a17;color:#ffd98a;font-size:13px}
- .logs-h{display:flex;align-items:center;justify-content:space-between}
- .grow{flex:1;display:flex;flex-direction:column;min-height:0}
- .grow .logs{flex:1;min-height:0}
- .copybtn{font:600 11px system-ui;letter-spacing:.04em;text-transform:uppercase;
-  background:#262c34;color:var(--fg);border:1px solid var(--bd);border-radius:7px;
-  padding:5px 11px;cursor:pointer}
- .copybtn:hover{border-color:var(--acc)}
- .logs{margin:0;background:#0b0e12;border:1px solid var(--bd);border-radius:10px;padding:12px;
-  overflow:auto;font:12px/1.55 ui-monospace,SFMono-Regular,Menlo,monospace;
-  color:#b9c4d0;white-space:pre-wrap;word-break:break-word}
-</style></head><body>
-<div class=wrap>
- <header>
-  <div class=brand><span class=logo>◆</span> FabledCurator <span class=sub>GPU agent</span></div>
-  <div class=conn><span class="dot" id=dot></span><span id=connlbl>—</span></div>
- </header>
- <p class=meta>Server <code id=fc>—</code> · token <code id=cfg>—</code> · build <code id=build>__BUILD__</code></p>
-
- <div id=verbanner class=banner style="display:none;background:#3a1212;border-color:#5a1717;color:#ffb3b3">
-  a newer agent version is running — reload this page (Ctrl+Shift+R) to update the controls
- </div>
- <div id=banner class=banner style=display:none>
-  curator unreachable — holding work + retrying, resumes on its own (no restart needed)
- </div>
-
- <section class=card>
-  <div class=card-h>Control</div>
-  <div class=controls>
-   <button class="btn start" id=startbtn onclick=act('start')>▶ Start</button>
-   <button class="btn stop" id=stopbtn onclick=act('stop')>■ Stop</button>
-   <div class=spacer></div>
-   <label class=switch><input type=checkbox id=autochk onchange="setauto(this.checked)"><span class=track></span>Auto</label>
-   <div class=stepper>
-    <button class=step onclick=setc(-1)>−</button>
-    <input id=conc type=number min=1 value=1 onchange="setv(this.value)">
-    <button class=step onclick=setc(1)>+</button>
-   </div>
-   <div class=stepper title="aggregate download cap, downloads + video streams combined — 0 = unlimited">
-    <input id=bw type=number min=0 step=1 value=8 onchange="setbw(this.value)">
-    <span class=unit>MB/s</span>
-   </div>
-  </div>
-  <div class=hint id=conchint>auto-tuning downloaders to keep the GPU fed · max 8</div>
- </section>
-
- <section class=card>
-  <div class=card-h>Status</div>
-  <div class=tiles>
-   <div class=tile><div class=n id=state>—</div><div class=l>state</div></div>
-   <div class=tile><div class=n id=jpm>—</div><div class=l>jobs / min</div></div>
-   <div class=tile><div class=n id=dpm>—</div><div class=l>downloads / min</div></div>
-   <div class=tile><div class="n ok" id=done>0</div><div class=l>processed</div></div>
-   <div class=tile><div class=n id=err>0</div><div class=l>errors</div></div>
-   <div class=tile><div class=n id=waited>0</div><div class=l>waited out</div></div>
-  </div>
-  <div class=meters>
-   <div class=meter><div class=meter-h><span>GPU util</span><b id=utillbl>—</b></div>
-    <div class=bar><i id=utilbar></i></div></div>
-   <div class=meter><div class=meter-h><span>VRAM</span><b id=vramlbl>—</b></div>
-    <div class=bar><i id=gpubar></i></div></div>
-   <div class=meter><div class=meter-h><span>buffer occupancy</span><b id=buflbl>—</b></div>
-    <div class=bar><i id=bufbar></i></div></div>
-  </div>
-  <div class=queue id=pipe>downloaders — · consumers — · on GPU 0</div>
-  <div class=queue id=queue>queue —</div>
- </section>
-
- <section class="card grow">
-  <div class="card-h logs-h">Logs
-   <button class=copybtn id=copybtn onclick=copyLogs()>Copy</button>
-  </div>
-  <pre class=logs id=logs>waiting for activity…</pre>
- </section>
-</div>
-<script>
- const PAGE_BUILD="__BUILD__"
- let CAP=8
- // Optimistic transitional state on click, then apply the POST's own status
- // response (it returns worker.status()) for instant feedback — don't wait on the
- // separate /status poll, which can lag behind the curator queue call.
- async function act(p){
-  pending(p==='start'?'starting':'stopping')
-  // Abort a slow POST after 8s so the buttons never stay stuck — the periodic
-  // /status refresh (now always fast) recovers the true state either way.
-  const ac=new AbortController(); const to=setTimeout(()=>ac.abort(),8000)
-  try{ applyStatus(await (await fetch('/'+p,{method:'POST',signal:ac.signal})).json()) }
-  catch{ refresh() /* on abort/error, repaint the real state from /status */ }
-  finally{ clearTimeout(to) }
- }
- function pending(label){
-  // Instant optimistic feedback on click; applyStatus (POST response, then the
-  // periodic poll) then owns the real state + which buttons are enabled.
-  state.textContent=label; state.className='n busy'
-  dot.className='dot amber'
-  startbtn.disabled=true; stopbtn.disabled=true
- }
- function setc(d){ if(conc.disabled)return; setv((parseInt(conc.value||'1'))+d) }
- async function setv(v){
-  v=Math.max(1,Math.min(CAP,parseInt(v)||1)); conc.value=v
-  await fetch('/concurrency',{method:'POST',headers:{'Content-Type':'application/json'},
-   body:JSON.stringify({value:v})});refresh()
- }
- async function setauto(on){
-  await fetch('/auto',{method:'POST',headers:{'Content-Type':'application/json'},
-   body:JSON.stringify({value:on})});refresh()
- }
- async function setbw(v){
-  v=Math.max(0,parseFloat(v)||0); bw.value=v
-  await fetch('/bandwidth',{method:'POST',headers:{'Content-Type':'application/json'},
-   body:JSON.stringify({value:v})});refresh()
- }
- async function refresh(){
-  let s; try{ s=await (await fetch('/status')).json() }catch{ return }
-  applyStatus(s)
- }
- function applyStatus(s){
-  // NB: don't write a separate `capn` element here — conchint.textContent below
-  // rewrites the whole hint (incl. the max), and any child element nested in it
-  // would be destroyed by that write, breaking the NEXT applyStatus call.
-  CAP=s.max_concurrency||8
-  // The backend owns the state now (stopped|starting|running|stopping) and drives
-  // every transition, so the pill is always truthful — no client-side guessing
-  // from active>0, which used to wedge on "stopping" forever.
-  const st=s.state||'stopped'
-  const running=st==='running'
-  const busy=(st==='starting'||st==='stopping')
-  // Stale-page guard: if the server is a newer build than this page, the cached
-  // controls may misbehave — tell the operator to reload.
-  if(s.build && s.build!==PAGE_BUILD) verbanner.style.display='block'
-  state.textContent=st
-  state.className='n'+(busy?' busy':'')
-  // Buttons follow the real state so you can't fight a transition: Start only
-  // from stopped; Stop only while up; both disabled through "stopping" until the
-  // backend truthfully lands on "stopped".
-  startbtn.disabled=(st!=='stopped')
-  stopbtn.disabled=!(running||st==='starting')
-  // Throughput rates arrive READY from the backend (jobs/min ≈ GPU throughput,
-  // dl/min ≈ fetch throughput), computed there on a fixed cadence — so they show
-  // a real number no matter how often this tab polls (a backgrounded tab throttles
-  // its timers, which used to leave a client-side delta-rate blank forever).
-  jpm.textContent=(s.jobs_per_min!=null)?Math.round(s.jobs_per_min):'—'
-  dpm.textContent=(s.downloads_per_min!=null)?Math.round(s.downloads_per_min):'—'
-  done.textContent=s.processed
-  err.textContent=s.errors; err.className='n'+(s.errors>0?' warn':'')
-  waited.textContent=s.transient||0
-  // Instantaneous pool state → demoted to the sub-line, where its jumpiness reads
-  // as live churn rather than a "broken" headline metric.
-  // '=== false' (not falsy) so a stale page that doesn't send models_loaded shows
-  // nothing; when the idle monitor unloads, the VRAM meter drops alongside this.
-  pipe.textContent='downloaders '+(s.downloaders!=null?s.downloaders:'—')+' · consumers '+(s.consumers!=null?s.consumers:'—')+' · on GPU '+(s.active||0)
-   +' · net '+(s.net_mb_s!=null?s.net_mb_s.toFixed(1):'—')+' MB/s'
-   +(s.bandwidth_limit_mb_s>0?(' / cap '+s.bandwidth_limit_mb_s):'')
-   +(s.models_loaded===false?' · GPU models unloaded (idle — reload on next job)':'')
-  if(document.activeElement!==bw && s.bandwidth_limit_mb_s!=null) bw.value=s.bandwidth_limit_mb_s
-  // Buffer occupancy bar (also driven here so it tracks the /status cadence).
-  if(s.buffer!=null && s.buffer_max){ const p=Math.round(100*s.buffer/s.buffer_max)
-   buflbl.textContent=s.buffer+' / '+s.buffer_max; bufbar.style.width=p+'%' }
-  // Auto on → dial reflects the auto-chosen count (read-only); off → manual.
-  if(document.activeElement!==autochk) autochk.checked=!!s.auto
-  conc.disabled=!!s.auto; conc.style.opacity=s.auto?0.55:1
-  conchint.textContent=(s.auto?('auto-tuning downloaders to keep the GPU fed · max '+CAP):('manual downloaders · max '+CAP))
-   +(s.idle?' · idle — queue empty, lease poll backed off (new work noticed within ~15 min)'
-     :(s.bw_capped?' · holding at the bandwidth cap (more downloaders would not go faster)':''))
-  if(document.activeElement!==conc) conc.value=s.concurrency
-  conc.max=CAP
-  // Connection pill + queue come only from the /status poll (the Start/Stop POST
-  // responses skip the slow curator call to stay snappy) — guard so an action
-  // response doesn't blank them.
-  if('configured' in s){
-   const ok=s.configured
-   fc.textContent=s.fc_url; cfg.textContent=ok?'set':'MISSING'
-   // Pill colour + label track the real state: green only when running AND
-   // curator is answering; amber for the transient states + a running-but-
-   // unreachable curator; grey when stopped; red with no token.
-   let dc='dot', lbl='stopped'
-   if(!ok){ dc='dot red'; lbl='no token' }
-   else if(st==='running'){ dc='dot '+(s.queue?'green':'amber'); lbl=s.queue?'running':'running · curator unreachable' }
-   else if(st==='starting'){ dc='dot amber'; lbl='starting…' }
-   else if(st==='stopping'){ dc='dot amber'; lbl='stopping…' }
-   dot.className=dc; connlbl.textContent=lbl
-   banner.style.display=(st==='running' && !s.queue)?'block':'none'
-   queue.textContent=s.queue?('queue · pending '+s.queue.pending+' · in flight '+s.queue.leased+' · done '+s.queue.done+' · errored '+s.queue.error):'queue · unreachable'
-  }
- }
- // GPU meters poll their OWN endpoint on a fast cadence — kept off /status so a
- // slow curator queue call can't freeze the bars (they only stale on refresh).
- let UAVG=null   // smoothed util for the bar (raw util swings 0↔99; show the trend)
- async function refreshGpu(){
-  let g; try{ g=await (await fetch('/gpu')).json() }catch{ return }
-  if(g && g.util_pct!=null){
-   // Prefer the agent's own EWMA (util_smooth) when running; otherwise smooth
-   // the raw reading here so a stopped agent's bar still glides, not jumps.
-   const raw=g.util_pct
-   UAVG = (g.util_smooth!=null) ? g.util_smooth
-         : (UAVG==null ? raw : 0.25*raw + 0.75*UAVG)
-   const used=g.mem_used_mb, tot=g.mem_total_mb||1
-   utillbl.textContent=Math.round(UAVG)+'% · '+g.temp_c+'°C'; utilbar.style.width=Math.round(UAVG)+'%'
-   vramlbl.textContent=used+' / '+tot+' MB'; gpubar.style.width=Math.round(100*used/tot)+'%'
-  } else { UAVG=null; utillbl.textContent='n/a'; vramlbl.textContent='n/a (CPU?)'; utilbar.style.width='0%'; gpubar.style.width='0%' }
- }
- async function refreshLogs(){
-  try{
-   const r=await (await fetch('/logs')).json()
-   const el=logs, atBottom=el.scrollHeight-el.scrollTop-el.clientHeight<40
-   el.textContent=(r.lines&&r.lines.length)?r.lines.join('\\n'):'waiting for activity…'
-   if(atBottom) el.scrollTop=el.scrollHeight
-  }catch{}
- }
- async function copyLogs(){
-  const txt=logs.textContent||''
-  try{ await navigator.clipboard.writeText(txt) }
-  catch{ const t=document.createElement('textarea'); t.value=txt; document.body.appendChild(t);
-   t.select(); try{document.execCommand('copy')}catch{}; t.remove() }
-  copybtn.textContent='Copied'; setTimeout(()=>{copybtn.textContent='Copy'},1200)
- }
- refresh(); refreshGpu(); refreshLogs()
- setInterval(refresh,3000); setInterval(refreshGpu,1500); setInterval(refreshLogs,2500)
-</script></body></html>"""

agent/fc_agent/client.py

@@ -1,140 +0,0 @@
-"""HTTP client for the FabledCurator GPU-job API.
-
-The agent's ONLY contact with FC — lease/submit/heartbeat/fail + fetch image
-bytes, all over HTTP with the bearer token. No DB/Redis.
-"""
-import requests
-from requests.adapters import HTTPAdapter
-from urllib3.util.retry import Retry
-
-
-class FcClient:
-    def __init__(self, base_url: str, token: str, agent_id: str):
-        self.base = base_url.rstrip("/")
-        self.agent_id = agent_id
-        # Main session: NO in-request retry — lease/fetch are cheap to redo and
-        # the worker loop already backs off + re-leases on failure. (Auto-retrying
-        # a lease could double-claim a batch if a response is lost.)
-        self.s = self._session(token)
-        # Submit session: retry in-place, because by submit time the GPU work is
-        # already DONE — a momentary blip (dropped connection, gateway 5xx during
-        # a curator redeploy) must not throw that work away and force a full
-        # re-download + recompute on another agent. A duplicate submit after a
-        # lost response is harmless: the job is already closed, so it just returns
-        # 409 lease_invalid (a no-op). Idempotent enough to retry POST safely.
-        retry = Retry(
-            total=3, connect=3, read=3, status=3,
-            backoff_factor=0.5,                       # ~0.5s, 1s, 2s between tries
-            status_forcelist=(500, 502, 503, 504),    # transient server/gateway
-            allowed_methods=frozenset({"POST"}),
-            raise_on_status=False,                     # let raise_for_status decide
-        )
-        self._submit_s = self._session(token, retry)
-
-    @staticmethod
-    def _session(token: str, retry: Retry | None = None) -> requests.Session:
-        s = requests.Session()
-        s.headers["Authorization"] = f"Bearer {token}"
-        # Many worker threads share a Session; the default pool (10) would
-        # throttle them + spam "connection pool is full". Size it for the cap.
-        adapter = HTTPAdapter(
-            pool_connections=64, pool_maxsize=64, max_retries=retry or 0
-        )
-        s.mount("http://", adapter)
-        s.mount("https://", adapter)
-        return s
-
-    def _submit(self, path: str, payload: dict) -> dict:
-        """POST to a submit endpoint on the RETRYING session (by submit time the
-        GPU work is done — a blip must not throw it away), raise on a hard error,
-        and return the parsed JSON. `agent_id` is added to every body."""
-        r = self._submit_s.post(
-            f"{self.base}{path}",
-            json={"agent_id": self.agent_id, **payload},
-            timeout=120,
-        )
-        r.raise_for_status()
-        return r.json()
-
-    def _post_quiet(self, path: str, payload: dict) -> None:
-        """Fire-and-forget POST on the main session — heartbeat/fail/release are
-        best-effort, so a transport error is swallowed (the worker's own retry and
-        the server's orphan-recovery cover a lost call). `agent_id` is added."""
-        try:
-            self.s.post(
-                f"{self.base}{path}",
-                json={"agent_id": self.agent_id, **payload},
-                timeout=30,
-            )
-        except requests.RequestException:
-            pass
-
-    def lease(self, batch_size: int) -> list[dict]:
-        r = self.s.post(
-            f"{self.base}/api/gpu/jobs/lease",
-            json={"agent_id": self.agent_id, "batch_size": batch_size},
-            timeout=30,
-        )
-        r.raise_for_status()
-        return r.json().get("jobs", [])
-
-    def submit(self, job_id: int, regions: list[dict], replace_kinds: list[str]) -> dict:
-        return self._submit("/api/gpu/jobs/submit", {
-            "job_id": job_id, "regions": regions, "replace_kinds": replace_kinds,
-        })
-
-    def submit_embedding(self, job_id: int, embedding: list, version: str) -> dict:
-        """Post a whole-image SigLIP embedding (the 'embed' task) → image_record."""
-        return self._submit("/api/gpu/jobs/submit_embedding", {
-            "job_id": job_id, "embedding": embedding, "embedding_version": version,
-        })
-
-    def heartbeat(self, job_ids: list[int]) -> None:
-        self._post_quiet("/api/gpu/jobs/heartbeat", {"job_ids": job_ids})
-
-    def fail(self, job_id: int, error: str) -> None:
-        self._post_quiet("/api/gpu/jobs/fail", {"job_id": job_id, "error": error})
-
-    def release(self, job_ids: list[int]) -> None:
-        # Graceful hand-back on stop so orphaned work is re-leased at once.
-        if not job_ids:
-            return
-        self._post_quiet("/api/gpu/jobs/release", {"job_ids": job_ids})
-
-    def fetch_image(self, image_url: str, throttle=None) -> bytes:
-        # image_url is a server-relative path ("/images/...").
-        # timeout=(connect, read): the read timeout is BETWEEN-BYTES, not total,
-        # so a large-but-flowing download still completes — but a stuck/dead
-        # connection (curator overloaded) fails in 60s instead of hanging a
-        # downloader for 180s and piling up concurrent stuck requests on curator.
-        # With a throttle (the worker's shared TokenBucket), the body is streamed
-        # in chunks and each chunk is charged to the global bandwidth budget —
-        # pausing between reads lets TCP flow control pace curator's send side.
-        with self.s.get(
-            f"{self.base}{image_url}", timeout=(10, 60), stream=throttle is not None
-        ) as r:
-            r.raise_for_status()
-            if throttle is None:
-                return r.content
-            buf = bytearray()
-            for chunk in r.iter_content(chunk_size=262_144):
-                throttle.take(len(chunk))
-                buf.extend(chunk)
-            return bytes(buf)
-
-    def is_reachable(self) -> bool:
-        """Cheap 'is curator responding at all right now?' check. Used to decide,
-        when a video can't be sampled, between a transient outage (keep retrying —
-        survives a redeploy) and an unprocessable file (fail it, don't loop)."""
-        try:
-            r = self.s.get(f"{self.base}/api/gpu/status", timeout=5)
-            return r.status_code < 500
-        except requests.RequestException:
-            return False
-
-    def queue_status(self) -> dict:
-        # Short timeout: this backs the UI /status poll, so a busy curator must
-        # not hang the page for long (the GPU meters poll /gpu separately).
-        r = self.s.get(f"{self.base}/api/gpu/status", timeout=5)
-        r.raise_for_status()
-        return r.json()

agent/fc_agent/config.py

@@ -1,100 +0,0 @@
-"""Agent config, all from env (the control container is configured at run)."""
-# Lazy annotations so the `from_env(cls) -> Config` self-reference is a string,
-# not evaluated at class-definition time — otherwise it NameErrors on the agent's
-# Python 3.10 (CI lints on 3.14, where PEP 649 hides this).
-from __future__ import annotations
-
-import os
-from dataclasses import dataclass
-
-
-def _bool_env(name: str, default: str = "") -> bool:
-    """A boolean env var — present + truthy ('1'/'true'/'yes') → True."""
-    return os.environ.get(name, default).lower() in ("1", "true", "yes")
-
-
-@dataclass
-class Config:
-    fc_url: str          # base URL of the FabledCurator web service
-    token: str           # the bearer token from Settings → Tagging → GPU agent
-    agent_id: str        # identifies this agent's leases
-    batch_size: int      # jobs a worker leases per round
-    concurrency: int     # INITIAL parallel workers (tunable live from the UI)
-    ccip_model: str      # imgutils CCIP model name ("" → imgutils default)
-    detector_level: str  # imgutils person-detector level: n|s|m|x
-    poll_idle_seconds: float   # wait between empty leases
-    embed_dtype: str     # torch dtype for the crop embedder: float16|float32
-    embed_model_override: str  # force a SigLIP-family model ("" → use the one
-    #                            the server announces in the lease)
-    auto_start: bool     # start the worker pool on boot (so a container restart
-    #                      resumes processing without anyone clicking Start)
-    auto_scale: bool     # autoscale the worker count (throughput hill-climb)
-    # Crop PROPOSERS (extra YOLO detectors that say where to crop). Each weight
-    # spec is an ultralytics name | http(s) URL | "hf_repo::file" ("" = off).
-    person_weights: str  # general COCO person detector (Western/realistic figs)
-    person_conf: float
-    anatomy_weights: str  # booru_yolo anime/furry/NSFW components
-    anatomy_conf: float
-    panel_weights: str    # comic-panel detector
-    panel_conf: float
-    max_components: int   # cap anatomy component crops per frame
-    max_panels: int       # cap panel crops per frame
-    max_figures: int      # cap figure boxes per frame (each = a CCIP call + crop)
-    max_regions: int      # hard cap on total regions per JOB (submit-size backstop)
-    dedupe_iou: float     # crops overlapping >= this (same kind) are near-dupes,
-    #                       dropped before the embed; >=1.0 disables it
-    frame_dedupe_distance: int  # video frames whose dHash differs by < this many
-    #                             bits are near-duplicates, dropped before detect;
-    #                             higher keeps more frames, 0 disables
-    ffmpeg_timeout: float  # hard ceiling (s) for ffmpeg-from-URL video sampling;
-    #                        generous so a SLOW media link still completes
-    bandwidth_limit_mb_s: float  # aggregate download cap in MEGABYTES/s across
-    #                              all downloaders + video streams (0 = unlimited);
-    #                              tunable live from the agent UI
-    idle_unload_seconds: float   # after this long with the GPU idle (nothing in
-    #                              flight, queue empty or Stopped), unload the
-    #                              SigLIP embedder + YOLO proposers to free their
-    #                              VRAM; they reload lazily on the next job. A
-    #                              24/7 agent otherwise squats on ~5GB doing
-    #                              nothing. 0 disables (keep models warm forever).
-
-    @classmethod
-    def from_env(cls) -> Config:
-        return cls(
-            fc_url=os.environ.get("FC_URL", "http://localhost:8000").rstrip("/"),
-            token=os.environ.get("FC_TOKEN", ""),
-            agent_id=os.environ.get("AGENT_ID", "desktop-agent"),
-            batch_size=int(os.environ.get("BATCH_SIZE", "4")),
-            concurrency=int(os.environ.get("CONCURRENCY", "1")),
-            ccip_model=os.environ.get("CCIP_MODEL", ""),
-            detector_level=os.environ.get("DETECTOR_LEVEL", "m"),
-            poll_idle_seconds=float(os.environ.get("POLL_IDLE_SECONDS", "10")),
-            embed_dtype=os.environ.get("SIGLIP_DTYPE", "float16"),
-            embed_model_override=os.environ.get("EMBED_MODEL_NAME", ""),
-            auto_start=_bool_env("AUTO_START"),
-            auto_scale=_bool_env("AUTO_SCALE", "true"),
-            person_weights=os.environ.get("PERSON_WEIGHTS", "yolo11n.pt"),
-            person_conf=float(os.environ.get("PERSON_CONF", "0.35")),
-            anatomy_weights=os.environ.get("ANATOMY_WEIGHTS", ""),
-            anatomy_conf=float(os.environ.get("ANATOMY_CONF", "0.30")),
-            panel_weights=os.environ.get("PANEL_WEIGHTS", ""),
-            panel_conf=float(os.environ.get("PANEL_CONF", "0.30")),
-            max_components=int(os.environ.get("MAX_COMPONENTS", "8")),
-            max_panels=int(os.environ.get("MAX_PANELS", "8")),
-            max_figures=int(os.environ.get("MAX_FIGURES", "8")),
-            max_regions=int(os.environ.get("MAX_REGIONS", "128")),
-            dedupe_iou=float(os.environ.get("DEDUPE_IOU", "0.85")),
-            frame_dedupe_distance=int(os.environ.get("FRAME_DEDUPE_DISTANCE", "8")),
-            ffmpeg_timeout=float(os.environ.get("FFMPEG_TIMEOUT", "1200")),
-            # Default 8 MB/s (~64 Mbit/s): ~20% of the measured ~300 Mbit/s home
-            # WiFi, so browsing stays snappy while the agent works — yet MORE
-            # sweep throughput than the self-inflicted congestion collapse this
-            # replaces (2026-07-02: 8 unthrottled downloaders bufferbloated the
-            # link to ~1-1.5 MB/s per stream, browser included). Raise it (or 0)
-            # from the agent UI on wired/faster networks.
-            bandwidth_limit_mb_s=float(os.environ.get("BANDWIDTH_LIMIT_MB_S", "8")),
-            # 5 min: long enough that a lull between job bursts doesn't thrash the
-            # (few-second) reload, short enough that an agent left running with an
-            # empty queue hands its VRAM back promptly.
-            idle_unload_seconds=float(os.environ.get("IDLE_UNLOAD_SECONDS", "300")),
-        )

agent/fc_agent/crops.py

@@ -1,36 +0,0 @@
-"""Crop primitive — vendored from backend/app/services/ml/crops.py so the agent
-is self-contained. Keep in sync if the floor logic changes."""
-from PIL import Image
-
-MIN_CROP_FRACTION = 0.10
-MIN_CROP_PX = 64
-
-
-def crop_region(
-    img: Image.Image,
-    bbox: tuple[float, float, float, float],
-    *,
-    pad: float = 0.0,
-    min_fraction: float = MIN_CROP_FRACTION,
-    min_px: int = MIN_CROP_PX,
-) -> Image.Image | None:
-    """Crop a NORMALIZED bbox (x, y, w, h in [0,1]); None if below the size
-    floor (max of a fraction-of-short-side and an absolute pixel floor)."""
-    iw, ih = img.size
-    x, y, w, h = bbox
-    px, py, pw, ph = x * iw, y * ih, w * iw, h * ih
-    if pad:
-        px -= pw * pad / 2.0
-        py -= ph * pad / 2.0
-        pw *= (1.0 + pad)
-        ph *= (1.0 + pad)
-    left = max(0, int(round(px)))
-    top = max(0, int(round(py)))
-    right = min(iw, int(round(px + pw)))
-    bottom = min(ih, int(round(py + ph)))
-    if right <= left or bottom <= top:
-        return None
-    floor = max(min_px, int(min_fraction * min(iw, ih)))
-    if min(right - left, bottom - top) < floor:
-        return None
-    return img.crop((left, top, right, bottom)).convert("RGB")

agent/fc_agent/detectors.py

@@ -1,233 +0,0 @@
-"""Region PROPOSERS — small YOLO detectors that decide WHERE to crop. They run
-on the agent GPU and their boxes feed the crop → SigLIP → max-over-bag pipeline:
-
-  - person (general COCO yolo11n): full-figure boxes for realistic / Western art
-    the anime person-detector misses; NMS-merged with imgutils detect_person and
-    fed to CCIP (identity) + a concept crop.
-  - anatomy (booru_yolo): anime / furry / NSFW torso components (head, cat-head,
-    boob, hip, …) — concept crops aligned to the operator's tag vocabulary.
-  - panel (mosesb): a comic page → panel regions → concept crops.
-
-Each proposer is INDEPENDENTLY optional + guarded: a bad weight path or an
-inference error disables just that proposer (logged) and never breaks the
-worker, which still falls back to imgutils detection. Weights resolve from an
-ultralytics builtin name ("yolo11n.pt"), an http(s) URL, or "hf_repo::file" —
-cached under HF_HOME so the download happens once.
-"""
-import logging
-import os
-import threading
-import types
-from pathlib import Path
-
-log = logging.getLogger("fc_agent.detectors")
-_CACHE = Path(os.environ.get("HF_HOME", "/models")) / "yolo"
-
-
-def _resolve(spec: str) -> str | None:
-    """A local weights path (downloading if needed) or an ultralytics builtin
-    name. None if the spec is empty/unresolvable."""
-    if not spec:
-        return None
-    if "::" in spec:                                    # hf_repo::filename
-        repo, _, fname = spec.partition("::")
-        from huggingface_hub import hf_hub_download
-        return hf_hub_download(
-            repo_id=repo, filename=fname, cache_dir=str(_CACHE)
-        )
-    if spec.startswith(("http://", "https://")):
-        _CACHE.mkdir(parents=True, exist_ok=True)
-        dest = _CACHE / spec.rsplit("/", 1)[-1]
-        if not dest.is_file():
-            import requests
-            r = requests.get(spec, timeout=300)
-            r.raise_for_status()
-            dest.write_bytes(r.content)
-        return str(dest)
-    return spec                                         # ultralytics builtin name
-
-
-def _iou(a, b) -> float:
-    ax, ay, aw, ah = a
-    bx, by, bw, bh = b
-    ix = max(0.0, min(ax + aw, bx + bw) - max(ax, bx))
-    iy = max(0.0, min(ay + ah, by + bh) - max(ay, by))
-    inter = ix * iy
-    union = aw * ah + bw * bh - inter
-    return inter / union if union > 0 else 0.0
-
-
-def nms_merge(boxes, iou_thresh: float = 0.6):
-    """Greedy NMS over (bbox_norm, score, label) from possibly several detectors,
-    so the same figure found by two of them collapses to one (higher-score) box."""
-    kept = []
-    for bb, sc, lb in sorted(boxes, key=lambda b: b[1], reverse=True):
-        if all(_iou(bb, k[0]) < iou_thresh for k in kept):
-            kept.append((bb, sc, lb))
-    return kept
-
-
-def dedupe_crops(pending, iou_thresh: float = 0.85):
-    """Greedy high-IoU dedupe over a list of (crop, region_template) pairs, run
-    just before the batched SigLIP embed so we never embed the same region twice.
-
-    Figure boxes are already NMS-merged and each YOLO self-NMSes, but the combined
-    per-frame pile (figure→concept ∪ anatomy component→concept ∪ panel) can still
-    carry genuine near-duplicates across proposers — e.g. a figure box that nearly
-    coincides with an anatomy component on a solo bust, or overlapping booru head
-    classes on one head. Those embed the same region twice, wasting GPU and a slot
-    against max_regions.
-
-    Boxes are compared ONLY within the same output kind and dropped when they
-    overlap at >= iou_thresh, keeping the highest-scoring one. The HIGH default
-    threshold is deliberate: it collapses only true near-identical boxes while
-    preserving intentional nested crops across scopes (a whole figure vs a small
-    head component sit well below it) and distinct kinds (concept vs panel). A
-    value >= 1.0 effectively disables it (nothing but an exact box matches)."""
-    kept = []
-    kept_boxes: dict = {}   # kind -> [bbox, ...] already kept
-    for crop, tmpl in sorted(
-        pending, key=lambda p: p[1].get("score") or 0.0, reverse=True
-    ):
-        bb = tmpl.get("bbox")
-        prior = kept_boxes.setdefault(tmpl.get("kind"), [])
-        if bb is not None and any(_iou(bb, kb) >= iou_thresh for kb in prior):
-            continue
-        prior.append(bb)
-        kept.append((crop, tmpl))
-    return kept
-
-
-class YoloProposer:
-    """One lazily-loaded ultralytics YOLO. detect(image) → [(bbox_norm, score,
-    label)] with bbox normalized (x, y, w, h) in [0,1]. Self-disables on any
-    load/inference failure."""
-
-    def __init__(self, name, weights, conf=0.25, keep_labels=None):
-        self.name = name
-        self._spec = weights
-        self._conf = conf
-        self._keep = [k.lower() for k in keep_labels] if keep_labels else None
-        self._model = None
-        self._ok = True
-        self._lock = threading.Lock()
-
-    def _load(self):
-        if self._model is not None or not self._ok:
-            return
-        with self._lock:
-            if self._model is not None or not self._ok:
-                return
-            try:
-                from ultralytics import YOLO
-                path = _resolve(self._spec)
-                if path is None:
-                    self._ok = False
-                    return
-                self._model = YOLO(path)
-                # Disable ultralytics' load-time Conv+BN fusion. AutoBackend fuses
-                # the graph on the first predict; some checkpoints (yolo11n, the
-                # comic-panel model) crash that step with "'Conv' object has no
-                # attribute 'bn'" (a partially-fused / version-mismatched graph),
-                # which silently disabled those proposers (operator-flagged
-                # 2026-07-01). Unfused inference is correct — only marginally
-                # slower — and this is robust across ultralytics versions; if a
-                # future version ignores the override, the detect() guard below
-                # still self-disables the proposer instead of spamming per image.
-                inner = getattr(self._model, "model", None)
-                if inner is not None:
-                    inner.fuse = types.MethodType(lambda self, *a, **k: self, inner)
-                log.info("detector %s loaded (%s)", self.name, path)
-            except Exception as exc:   # noqa: BLE001
-                log.warning("detector %s disabled (load failed): %s", self.name, exc)
-                self._ok = False
-
-    def detect(self, image):
-        self._load()
-        if self._model is None:
-            return []
-        try:
-            res = self._model.predict(image, conf=self._conf, verbose=False)[0]
-        except Exception as exc:   # noqa: BLE001
-            # Permanently self-disable on the FIRST inference failure rather than
-            # re-throwing (and re-logging) on every image forever — an unfixable
-            # model fault degrades to "this proposer is off", logged once.
-            log.warning("detector %s disabled (inference failed): %s", self.name, exc)
-            self._ok = False
-            self._model = None
-            return []
-        iw, ih = image.size
-        names = getattr(res, "names", None) or {}
-        out = []
-        for b in res.boxes:
-            label = str(names.get(int(b.cls), int(b.cls))).lower()
-            if self._keep is not None and not any(k in label for k in self._keep):
-                continue
-            x0, y0, x1, y1 = (float(v) for v in b.xyxy[0].tolist())
-            out.append((
-                (x0 / iw, y0 / ih, (x1 - x0) / iw, (y1 - y0) / ih),
-                float(b.conf), label,
-            ))
-        return out
-
-    def unload(self) -> None:
-        """Drop the loaded YOLO so its VRAM can be reclaimed; detect() reloads it
-        lazily on the next job. Leaves _ok untouched — a healthy proposer comes
-        back, but one that self-disabled on a fault stays off."""
-        with self._lock:
-            self._model = None
-
-
-class Proposers:
-    """The agent's proposer set, built from config. Each detector is optional —
-    an empty weight spec leaves that proposer off."""
-
-    def __init__(self, cfg):
-        self.cfg = cfg
-        self._person = (
-            YoloProposer("person-coco", cfg.person_weights,
-                         conf=cfg.person_conf, keep_labels=["person"])
-            if cfg.person_weights else None
-        )
-        self._anatomy = (
-            YoloProposer("anatomy", cfg.anatomy_weights, conf=cfg.anatomy_conf)
-            if cfg.anatomy_weights else None
-        )
-        self._panel = (
-            YoloProposer("panel", cfg.panel_weights, conf=cfg.panel_conf)
-            if cfg.panel_weights else None
-        )
-
-    def figures(self, image, base_boxes):
-        """Merge imgutils person boxes (base_boxes: [(bbox, score)]) with the
-        general COCO person detector → NMS'd figure boxes [(bbox, score, label)],
-        capped to the highest-scoring max_figures. Uncapped, a busy/huge image
-        (many characters) yields hundreds of boxes → hundreds of per-figure CCIP
-        calls + crops → a 30s+ job and an oversized submit (operator-flagged)."""
-        boxes = [(bb, sc if sc is not None else 1.0, "person") for bb, sc in base_boxes]
-        if self._person is not None:
-            boxes += self._person.detect(image)
-        return nms_merge(boxes)[: self.cfg.max_figures]   # nms_merge is score-desc
-
-    @staticmethod
-    def _top(detector, image, cap: int):
-        """Top-`cap` detections by score from an optional proposer (None → the
-        proposer is off → []). Shared by the anatomy + panel proposers, which
-        differ only in which detector and which cap."""
-        if detector is None:
-            return []
-        return sorted(detector.detect(image), key=lambda b: b[1], reverse=True)[:cap]
-
-    def components(self, image):
-        return self._top(self._anatomy, image, self.cfg.max_components)
-
-    def panels(self, image):
-        return self._top(self._panel, image, self.cfg.max_panels)
-
-    def unload(self) -> None:
-        """Release every loaded proposer's YOLO (idle VRAM reclaim). The worker
-        also drops its reference to this Proposers and rebuilds a fresh one via
-        _proposers_for on the next job, so this is belt-and-braces."""
-        for p in (self._person, self._anatomy, self._panel):
-            if p is not None:
-                p.unload()

agent/fc_agent/embedder.py

@@ -1,92 +0,0 @@
-"""Crop EMBEDDER for the concept bag — model-agnostic (CLIP/SigLIP-family).
-
-The server trains its per-concept heads in the embedding space of whatever model
-its `embedder_model_version` names; a crop must be embedded with the SAME model
-or its vector lands in a different coordinate system and every head misfires. So
-the model identity (HF name + version) is ANNOUNCED BY THE SERVER in the lease —
-nothing here is hardcoded to SigLIP. Whatever name the server sends is loaded via
-transformers `get_image_features` (the CLIP/SigLIP-family image-tower call); a
-non-CLIP backbone (e.g. a DINO encoder) would need its own pooling adapter.
-
-torch on CUDA, fp16 by default to keep VRAM low on a shared desktop GPU — the
-tiny fp16-vs-fp32 difference is negligible for the linear heads (cosine ~0.999).
-A single inference lock serializes the forward pass: the pipeline is I/O-bound,
-so the GPU isn't the bottleneck, and one model shared across worker threads is
-safest behind a lock.
-"""
-import threading
-
-import numpy as np
-from PIL import Image
-
-
-class CropEmbedder:
-    def __init__(self, model_name: str, dtype: str = "float16"):
-        self._name = model_name
-        self._dtype_name = dtype
-        self._model = None
-        self._processor = None
-        self._torch = None
-        self._device = None
-        self._dt = None
-        self._load_lock = threading.Lock()
-        self._infer_lock = threading.Lock()
-
-    @property
-    def model_name(self) -> str:
-        return self._name
-
-    def load(self) -> None:
-        if self._model is not None:
-            return
-        with self._load_lock:
-            if self._model is not None:
-                return
-            import torch
-            from transformers import AutoImageProcessor, AutoModel
-
-            self._torch = torch
-            self._device = "cuda" if torch.cuda.is_available() else "cpu"
-            dt = getattr(torch, self._dtype_name, torch.float16)
-            if self._device == "cpu":
-                dt = torch.float32   # fp16 matmul is unsupported/slow on CPU
-            self._dt = dt
-            self._processor = AutoImageProcessor.from_pretrained(self._name)
-            model = AutoModel.from_pretrained(self._name, torch_dtype=dt)
-            model.eval().to(self._device)
-            self._model = model
-
-    def embed(self, image: Image.Image) -> list[float]:
-        """A crop → its embedding as a plain float list, ready to POST."""
-        return self.embed_batch([image])[0]
-
-    def embed_batch(self, images: list) -> list[list[float]]:
-        """Embed many crops in ONE forward pass — far better GPU utilisation +
-        only one lock acquisition than embedding each crop separately (which
-        starved the GPU and serialised the whole pool)."""
-        if not images:
-            return []
-        self.load()
-        torch = self._torch
-        enc = self._processor(images=images, return_tensors="pt")
-        pixel_values = enc["pixel_values"].to(self._device, self._dt)
-        with self._infer_lock, torch.no_grad():
-            out = self._model.get_image_features(pixel_values=pixel_values)
-        pooled = out.pooler_output if hasattr(out, "pooler_output") else out
-        arr = pooled.float().cpu().numpy().astype(np.float32)
-        return [row.reshape(-1).tolist() for row in arr]
-
-    def unload(self) -> bool:
-        """Drop the loaded model so its VRAM can be reclaimed — the idle monitor
-        calls this after a spell with no work so an idle agent doesn't squat on
-        the card; the next embed() reloads it lazily (a few seconds). Held under
-        BOTH the load and inference locks so it can never race a concurrent load
-        or an in-flight forward pass. Returns True if a model was actually
-        released (the caller then runs one empty_cache() to hand the freed blocks
-        back to the driver)."""
-        with self._load_lock, self._infer_lock:
-            if self._model is None:
-                return False
-            self._model = None
-            self._processor = None
-            return True

agent/fc_agent/gpu.py

@@ -1,65 +0,0 @@
-"""GPU load readout via nvidia-smi (present in the container thanks to the
-NVIDIA Container Toolkit's `utility` capability). Returns None if unavailable —
-the UI just shows n/a (e.g. CPU-fallback run).
-
-Reads are CACHED and de-duplicated: the UI meter polls fast, /status reads it,
-and the autoscaler samples it — if each spawned its own `nvidia-smi` (slow on a
-busy GPU) those blocking subprocesses would pile up in the server's thread pool
-and make the Start/Stop buttons feel dead. So a short TTL serves recent callers
-from cache, and only ONE probe runs at a time (others get the last value)."""
-import subprocess
-import threading
-import time
-
-_TTL = 1.0                       # seconds a sample is reused before re-probing
-_lock = threading.Lock()
-_cache: dict | None = None
-_cache_t = 0.0
-_probing = False
-
-
-def _probe() -> dict | None:
-    try:
-        out = subprocess.run(
-            [
-                "nvidia-smi",
-                "--query-gpu=utilization.gpu,memory.used,memory.total,temperature.gpu",
-                "--format=csv,noheader,nounits",
-            ],
-            capture_output=True, text=True, timeout=5, check=True,
-        ).stdout.strip().splitlines()
-    except (OSError, subprocess.SubprocessError):
-        return None
-    if not out:
-        return None
-    parts = [p.strip() for p in out[0].split(",")]
-    try:
-        return {
-            "util_pct": int(float(parts[0])),
-            "mem_used_mb": int(float(parts[1])),
-            "mem_total_mb": int(float(parts[2])),
-            "temp_c": int(float(parts[3])),
-        }
-    except (ValueError, IndexError):
-        return None
-
-
-def read_gpu(max_age: float = _TTL) -> dict | None:
-    """Latest GPU reading, cached. Serves from cache when fresh; when stale,
-    exactly one caller re-probes while the rest get the last value — so request
-    threads never block behind more than one `nvidia-smi`."""
-    global _cache, _cache_t, _probing
-    now = time.monotonic()
-    with _lock:
-        fresh = _cache is not None and (now - _cache_t) < max_age
-        if fresh or _probing:        # fresh, or a probe is already running
-            return _cache
-        _probing = True
-    try:
-        val = _probe()
-    finally:
-        with _lock:
-            _cache = val
-            _cache_t = time.monotonic()
-            _probing = False
-    return val

agent/fc_agent/logbuf.py

@@ -1,44 +0,0 @@
-"""In-memory log ring buffer so the control UI can show recent agent logs
-(detector loads, job errors, autoscaler decisions, outage back-offs) without
-needing `docker logs`. A bounded deque holds the last N formatted lines; a
-logging.Handler appends to it; the UI polls /logs."""
-import logging
-from collections import deque
-
-LINES: deque[str] = deque(maxlen=400)
-
-
-class RingHandler(logging.Handler):
-    def emit(self, record: logging.LogRecord) -> None:
-        try:
-            LINES.append(self.format(record))
-        except Exception:
-            pass
-
-
-_installed = False
-
-
-def install(level: int = logging.INFO) -> None:
-    """Attach the ring handler to the root logger once. fc_agent module loggers
-    propagate to root, so their records land here."""
-    global _installed
-    if _installed:
-        return
-    _installed = True
-    h = RingHandler()
-    h.setFormatter(
-        logging.Formatter("%(asctime)s %(levelname)s %(name)s: %(message)s", "%H:%M:%S")
-    )
-    root = logging.getLogger()
-    root.addHandler(h)
-    if root.level == logging.NOTSET or root.level > level:
-        root.setLevel(level)
-    # Keep the buffer signal-rich: silence the chatty HTTP/download libs (every
-    # HF model fetch logs per-request) so the console shows agent activity —
-    # detector loads, job errors, autoscale moves — not request spam.
-    for noisy in (
-        "uvicorn.access", "ultralytics", "httpx", "httpcore",
-        "huggingface_hub", "urllib3", "filelock",
-    ):
-        logging.getLogger(noisy).setLevel(logging.WARNING)

agent/fc_agent/media.py

@@ -1,253 +0,0 @@
-"""Image + video handling. Stills load directly; videos are sampled into frames
-(ffmpeg) at the cadence FC sends — so a video becomes a bag of per-frame
-instances, each with a timestamp."""
-import io
-import logging
-import os
-import signal
-import subprocess
-import tempfile
-import time
-
-from PIL import Image, ImageFile
-
-from .throttle import PidReadMeter
-
-log = logging.getLogger("fc_agent.media")
-
-# Load slightly-truncated images (a few missing trailing bytes) instead of
-# raising — matches the server embedder. These are common in scraped libraries
-# and would otherwise fail the job 3× then error (operator-flagged 2026-06-30).
-ImageFile.LOAD_TRUNCATED_IMAGES = True
-
-# Disable PIL's decompression-bomb guard: this is a TRUSTED local library, not an
-# untrusted upload surface, so a legitimately huge image (high-res scans/prints,
-# 90M+ pixels) must load. The default 89M-pixel limit only WARNS, but PIL raises
-# DecompressionBombError at 2× (~179M px) — which would fail those jobs outright
-# (operator-flagged 2026-06-30, images of 90–95M px).
-Image.MAX_IMAGE_PIXELS = None
-
-
-def is_video(mime: str) -> bool:
-    return bool(mime) and (mime.startswith("video/") or mime in {"image/gif"})
-
-
-def _dhash(img: Image.Image, size: int = 8) -> int:
-    """Difference hash: compare adjacent pixels of a (size+1 × size) grayscale
-    thumbnail → a `size*size`-bit fingerprint. Cheap (64 comparisons on a 72-px
-    thumbnail) and robust to scaling/compression noise — near-identical frames
-    hash within a few bits, a real scene change moves many."""
-    small = img.convert("L").resize((size + 1, size))
-    px = list(small.getdata())
-    bits = 0
-    for row in range(size):
-        base = row * (size + 1)
-        for col in range(size):
-            bits = (bits << 1) | int(px[base + col] > px[base + col + 1])
-    return bits
-
-
-def dedupe_frames(
-    frames: list[tuple[float, Image.Image]], min_distance: int
-) -> list[tuple[float, Image.Image]]:
-    """Drop visually near-duplicate frames. A near-static video sampled into many
-    frames re-runs the WHOLE detect→CCIP→SigLIP chain on ~identical frames — the
-    dominant video load. Greedy perceptual-hash dedup: keep a frame only if its
-    dHash differs from every already-kept frame by >= min_distance bits (Hamming),
-    so a static run collapses to one frame while genuinely distinct scenes all
-    survive. Order + timestamps preserved. CPU-only (64-bit int XORs), so it runs
-    in the decode stage and spares the GPU the skipped frames entirely.
-
-    min_distance is the coarseness dial: higher keeps more frames (safer for brief
-    localized changes an 8×8 hash can miss), 0 disables. The first frame is always
-    kept (nothing to compare against)."""
-    if min_distance <= 0 or len(frames) <= 1:
-        return frames
-    kept: list[tuple[float, Image.Image]] = []
-    hashes: list[int] = []
-    for t, frame in frames:
-        h = _dhash(frame)
-        if all(bin(h ^ k).count("1") >= min_distance for k in hashes):
-            hashes.append(h)
-            kept.append((t, frame))
-    return kept
-
-
-def to_rgb(img: Image.Image) -> Image.Image:
-    """RGB, flattening any transparency onto white first. A naive convert('RGB')
-    on a palette-with-transparency image (common for character PNGs on a clear
-    background) lets PIL guess the transparent pixels — usually black artifacts
-    that bleed into the crop + the embedding (and the "should be converted to
-    RGBA" warning). Compositing over white gives a clean, consistent background."""
-    if img.mode in ("RGBA", "LA", "PA") or (
-        img.mode == "P" and "transparency" in img.info
-    ):
-        img = img.convert("RGBA")
-        bg = Image.new("RGBA", img.size, (255, 255, 255, 255))
-        return Image.alpha_composite(bg, img).convert("RGB")
-    return img.convert("RGB")
-
-
-def load_image(data: bytes) -> Image.Image:
-    return to_rgb(Image.open(io.BytesIO(data)))
-
-
-# ffmpeg reconnect flags — resume a dropped HTTP transfer (a slow/contended media
-# store can cut a long stream) instead of failing the whole job. Relies only on
-# HTTP + Range, which every FC deployment serves → environment-agnostic.
-_RECONNECT = [
-    "-reconnect", "1", "-reconnect_streamed", "1",
-    "-reconnect_on_network_error", "1", "-reconnect_delay_max", "5",
-]
-
-
-def _collect_frames(
-    tmp: str, interval: float, cap: int
-) -> list[tuple[float, Image.Image]]:
-    out: list[tuple[float, Image.Image]] = []
-    names = sorted(n for n in os.listdir(tmp) if n.startswith("f_"))
-    for i, name in enumerate(names[:cap]):
-        with Image.open(os.path.join(tmp, name)) as im:
-            out.append((round(i * interval, 2), to_rgb(im)))
-    return out
-
-
-def _terminate(proc: subprocess.Popen) -> None:
-    """Stop an ffmpeg cleanly, then hard-kill if it ignores SIGTERM."""
-    try:
-        # A bandwidth-paused (SIGSTOPped) process can't receive SIGTERM until it
-        # resumes — always CONT first so termination is prompt, not queued.
-        proc.send_signal(signal.SIGCONT)
-    except OSError:
-        pass
-    proc.terminate()
-    try:
-        proc.wait(timeout=2)
-    except subprocess.TimeoutExpired:
-        proc.kill()
-        try:
-            proc.wait(timeout=2)
-        except subprocess.TimeoutExpired:
-            pass
-
-
-def _pause(proc: subprocess.Popen, seconds: float, should_stop) -> bool:
-    """SIGSTOP ffmpeg for ~`seconds` of bandwidth debt, staying responsive to
-    Stop. While paused, the kernel socket buffer fills and TCP flow control
-    stalls curator's send side — that's the throttle. SIGCONT is ALWAYS sent
-    before returning. False = a Stop arrived mid-pause."""
-    try:
-        proc.send_signal(signal.SIGSTOP)
-    except OSError:
-        return True                     # already exited — nothing to pause
-    try:
-        end = time.monotonic() + seconds
-        while (left := end - time.monotonic()) > 0:
-            if should_stop and should_stop():
-                return False
-            time.sleep(min(0.5, left))
-        return True
-    finally:
-        try:
-            proc.send_signal(signal.SIGCONT)
-        except OSError:
-            pass
-
-
-def sample_frames_from_url(
-    url: str, interval_seconds: float, max_frames: int,
-    *, headers: str = "", timeout: float = 1200.0, should_stop=None,
-    governor=None,
-) -> tuple[list[tuple[float, Image.Image]], str | None]:
-    """Sample frames by pointing ffmpeg STRAIGHT at the media URL — it Range-reads
-    only the video index + up to max_frames worth of content, so the agent never
-    downloads the whole file (VR/4K originals run 800MB+ and would buffer ~1GB in
-    RAM and get cut off mid-download). Reconnect flags resume a dropped transfer;
-    the timeout is the per-video ceiling (a slow/reconnecting stream can otherwise
-    run for minutes). `should_stop` is polled while ffmpeg runs so a Stop KILLS the
-    subprocess at once — otherwise a downloader stuck in a long decode keeps the
-    agent "working" long after Stop. `governor` (the worker's shared TokenBucket)
-    meters ffmpeg's network reads from outside via /proc/<pid>/io and SIGSTOPs
-    the process into budget, so video streaming honors the same aggregate
-    bandwidth cap as still downloads.
-
-    Returns (frames, reason): frames is empty on failure/stop/timeout, and
-    `reason` then carries the SPECIFIC cause (ffmpeg's stderr tail / timeout) so
-    the caller can put it in the job's error — a bare "no frames" hid a filter
-    bug as "unprocessable" for weeks. None reason on success."""
-    interval = max(0.5, float(interval_seconds or 4.0))
-    cap = max(1, int(max_frames or 64))
-    hdr = ["-headers", headers] if headers else []
-    # select (NOT the fps filter): always keep the FIRST frame, then one per
-    # `interval` seconds of timestamp. fps=1/N emits round(duration/N) frames,
-    # which is ZERO for any clip shorter than ~N/2 seconds — a whole class of
-    # short animation loops failed as "unprocessable" that way (operator-flagged
-    # 2026-07-02: 0.5s/1.75s clips). scale=out_range=full converts limited-range
-    # yuv420p to full range so the mjpeg (jpg) encoder accepts it at default
-    # strictness instead of erroring on "non full-range YUV".
-    vf = (
-        f"select='isnan(prev_selected_t)+gte(t-prev_selected_t\\,{interval})',"
-        "scale=out_range=full"
-    )
-    with tempfile.TemporaryDirectory() as tmp:
-        pattern = os.path.join(tmp, "f_%05d.jpg")
-        cmd = ["ffmpeg", "-nostdin", "-loglevel", "error", *_RECONNECT, *hdr,
-               "-i", url, "-vf", vf, "-fps_mode", "vfr",
-               "-frames:v", str(cap), "-q:v", "3", pattern]
-        # ffmpeg's stderr goes to a file (not a PIPE, which could fill and
-        # deadlock; not DEVNULL, which is how a filter bug hid as "unprocessable"
-        # for weeks) — on failure its tail is logged so the operator can see WHY.
-        errpath = os.path.join(tmp, "stderr.txt")
-        try:
-            with open(errpath, "wb") as errf:
-                proc = subprocess.Popen(
-                    cmd, stdin=subprocess.DEVNULL,
-                    stdout=subprocess.DEVNULL, stderr=errf,
-                )
-                meter = PidReadMeter(proc.pid) if governor is not None else None
-                # Poll rather than block, so a Stop (or the per-video timeout) can
-                # kill a slow/wedged ffmpeg promptly instead of waiting it out.
-                start = time.monotonic()
-                while True:
-                    try:
-                        proc.wait(timeout=0.5)
-                        break
-                    except subprocess.TimeoutExpired:
-                        stopped = should_stop and should_stop()
-                        if stopped or (time.monotonic() - start > timeout):
-                            _terminate(proc)
-                            if stopped:
-                                return [], "stopped"
-                            log.warning("ffmpeg timed out after %.0fs: %s",
-                                        timeout, url)
-                            return [], f"ffmpeg timed out after {timeout:.0f}s"
-                        if meter is not None:
-                            read = meter.delta()
-                            if read is None:      # /proc gone → stop governing
-                                meter = None
-                            elif (debt := governor.charge(read)) > 0:
-                                # Over budget: pause ffmpeg until the bucket
-                                # recovers. Pause time counts toward `timeout`
-                                # (it stays the wedge backstop either way).
-                                if not _pause(proc, debt, should_stop):
-                                    _terminate(proc)
-                                    return [], "stopped"
-        except (OSError, ValueError) as exc:
-            return [], f"ffmpeg not runnable: {exc}"
-        frames = _collect_frames(tmp, interval, cap)
-        if not frames:
-            reason = f"ffmpeg exit {proc.returncode}: {_tail(errpath)}"
-            log.warning("ffmpeg produced no frames for %s — %s", url, reason)
-            return [], reason
-        return frames, None
-
-
-def _tail(path: str, limit: int = 300) -> str:
-    """Last `limit` chars of a (stderr) file, flattened — for failure logs."""
-    try:
-        with open(path, "rb") as f:
-            f.seek(0, os.SEEK_END)
-            f.seek(max(0, f.tell() - limit))
-            return f.read().decode("utf-8", "replace").replace("\n", " ").strip()
-    except OSError:
-        return "?"

agent/fc_agent/models.py

@@ -1,39 +0,0 @@
-"""imgutils model wrappers — the figure DETECTOR + the CCIP EMBEDDER.
-
-⚠️ VERIFY ON FIRST RUN: the exact imgutils function names/signatures + the CCIP
-model string can drift between dghs-imgutils releases. These are the two seams to
-check against your installed version (`pip show dghs-imgutils`):
-  - detect_person(image, level=...) -> [((x0,y0,x1,y1), label, score), ...]
-  - ccip_extract_feature(image, model=...) -> a vector (768-d for caformer)
-imgutils auto-downloads the ONNX models from HuggingFace on first use; GPU is
-used when onnxruntime-gpu is installed.
-"""
-import numpy as np
-from PIL import Image
-
-
-def detect_figures(image: Image.Image, level: str = "m") -> list[tuple[tuple, float | None]]:
-    """Person/figure bounding boxes, NORMALIZED (x, y, w, h in [0,1]) + score.
-    Returns [] if detection finds nothing (caller falls back to whole-image)."""
-    from imgutils.detect import detect_person
-
-    iw, ih = image.size
-    out = []
-    for (x0, y0, x1, y1), _label, score in detect_person(image, level=level):
-        out.append((
-            (x0 / iw, y0 / ih, (x1 - x0) / iw, (y1 - y0) / ih),
-            float(score),
-        ))
-    return out
-
-
-def ccip_vector(image: Image.Image, model: str | None = None) -> list[float]:
-    """The CCIP identity embedding of a (cropped) character image, as a plain
-    float list ready to POST."""
-    from imgutils.metrics import ccip_extract_feature
-
-    feat = (
-        ccip_extract_feature(image, model=model)
-        if model else ccip_extract_feature(image)
-    )
-    return np.asarray(feat, dtype=np.float32).reshape(-1).tolist()

agent/fc_agent/throttle.py

@@ -1,111 +0,0 @@
-"""Global download-bandwidth governor (one token bucket for the whole agent).
-
-The agent lives on someone's desktop and shares that desktop's network —
-typically WiFi, where saturating the link doesn't just slow other apps: it
-bufferbloats the airtime (RTT 21→45ms) and collapses EVERY connection,
-the operator's browser included. Measured 2026-07-02: the idle link moved
-~38 MB/s single-stream, but under the 8-downloader sweep every stream on the
-machine crawled at ~1-1.5 MB/s. So the cap is on the AGGREGATE, not per
-stream: still downloads pump their chunks through take(), and ffmpeg video
-streams — whose sockets live in a subprocess we can't wrap — are metered from
-outside via /proc/<pid>/io and paused (SIGSTOP) into budget using charge()'s
-debt signal; TCP flow control then stalls the sender while ffmpeg sleeps.
-
-Accounting is post-paid (charge the bytes first, then wait out any debt): the
-bytes have already crossed the network by the time we count them, and it means
-a chunk larger than one second of budget can never deadlock the bucket.
-Stdlib-only on purpose — unit-tested in CI, where the agent's ML deps
-don't exist.
-"""
-import threading
-import time
-
-
-class TokenBucket:
-    """Thread-safe token bucket in bytes/second. rate 0 = unlimited.
-
-    `consumed` is the monotonic total of bytes charged (throttled or not) —
-    the worker's rate loop derives the UI's "net MB/s" readout from it.
-    """
-
-    def __init__(self, rate_bytes_per_s: float = 0.0):
-        self._cond = threading.Condition()
-        self._rate = max(0.0, float(rate_bytes_per_s))
-        # Burst = one second of budget: enough that chunked reads stay smooth,
-        # small enough that a burst can't meaningfully lift the average.
-        self._level = self._rate
-        self._stamp = time.monotonic()
-        self.consumed = 0
-
-    @property
-    def rate(self) -> float:
-        return self._rate
-
-    def set_rate(self, rate_bytes_per_s: float) -> None:
-        """Retune live (the UI dial). Waiters re-check immediately, so raising
-        the cap (or lifting it with 0) unblocks a mid-download wait at once."""
-        with self._cond:
-            self._refill_locked()          # settle elapsed time at the OLD rate
-            self._rate = max(0.0, float(rate_bytes_per_s))
-            self._level = min(self._level, self._rate)
-            self._cond.notify_all()
-
-    def _refill_locked(self) -> None:
-        now = time.monotonic()
-        self._level = min(self._rate, self._level + (now - self._stamp) * self._rate)
-        self._stamp = now
-
-    def take(self, n: int) -> None:
-        """Charge n bytes and block until the budget recovers (stills path)."""
-        with self._cond:
-            self.consumed += n
-            if self._rate <= 0:
-                return
-            self._refill_locked()
-            self._level -= n
-            while self._level < 0:
-                # Wake early on set_rate; cap the wait so a big debt is paid in
-                # re-checked slices rather than one long uninterruptible sleep.
-                self._cond.wait(min(-self._level / self._rate, 0.5))
-                if self._rate <= 0:
-                    return
-                self._refill_locked()
-
-    def charge(self, n: int) -> float:
-        """Charge n bytes WITHOUT blocking; return seconds of debt (0 = within
-        budget). The ffmpeg governor can't block the subprocess's own reads, so
-        it SIGSTOPs the process for (about) the returned debt instead."""
-        with self._cond:
-            self.consumed += n
-            if self._rate <= 0:
-                return 0.0
-            self._refill_locked()
-            self._level -= n
-            return max(0.0, -self._level / self._rate)
-
-
-class PidReadMeter:
-    """Cumulative read-bytes meter for a subprocess, via /proc/<pid>/io.
-
-    `rchar` counts every read() syscall's bytes — for a streaming ffmpeg the
-    network reads dominate, so the delta is a good-enough aggregate-bandwidth
-    signal (it's a governor, not a billing meter). Returns None when /proc is
-    unavailable (process exited, or a non-Linux host): the caller then simply
-    doesn't govern — degrade to unthrottled rather than break video sampling.
-    """
-
-    def __init__(self, pid: int):
-        self._path = f"/proc/{pid}/io"
-        self._last = 0
-
-    def delta(self) -> int | None:
-        try:
-            with open(self._path, "rb") as f:
-                for line in f:
-                    if line.startswith(b"rchar:"):
-                        total = int(line.split()[1])
-                        d, self._last = total - self._last, total
-                        return max(0, d)
-        except (OSError, ValueError):
-            return None
-        return None

agent/requirements.txt

@@ -1,18 +0,0 @@
-# CCIP + figure detection (ONNX models, auto-downloaded from HuggingFace).
-dghs-imgutils>=0.4
-# GPU inference for the ONNX models. Swap to onnxruntime (CPU) for a slow
-# server-side fallback run.
-onnxruntime-gpu
-# The crop EMBEDDER (concept bag). torch is installed separately in the
-# Dockerfile from the CUDA-12.4 wheel index so the GPU build is deterministic;
-# transformers loads whatever SigLIP-family model the server announces.
-transformers>=4.45
-# Crop PROPOSERS — small YOLO detectors (booru_yolo anatomy, COCO person, comic
-# panel) that decide where to crop. Uses the torch already installed above.
-ultralytics>=8.3
-# Control surface + HTTP.
-fastapi
-uvicorn[standard]
-requests
-pillow
-numpy

agent/ruff.toml

@@ -1,7 +0,0 @@
-# The agent runs on the CUDA base image's Python 3.12 (Ubuntu 24.04) — NOT the
-# 3.14 that CI's ci-python image and the repo-root ruff.toml target. Pin the
-# agent to py312 so ruff enforces 3.12 compatibility and never auto-applies a
-# 3.14-only fix (e.g. unquoting a self-referential annotation, which PEP 649
-# makes safe on 3.14 but NameErrors on 3.12). Inherit the root lint rules.
-extend = "../ruff.toml"
-target-version = "py312"

alembic/env.py

@@ -1,28 +1,13 @@
 """Alembic environment — reads DATABASE_URL from app config."""
 
-import os
-import re
 from logging.config import fileConfig
 
-from sqlalchemy import engine_from_config, pool, text
+from sqlalchemy import engine_from_config, pool
 
 from alembic import context
 from backend.app.config import get_config
 from backend.app.models import Base
 
-# Fail a blocked migration FAST instead of hanging forever. Migrations run
-# against the live DB while workers hold locks; 0040's `ALTER series_page` queued
-# behind a tag-merge that held a series_page lock for minutes (the merge runs an
-# unindexed full scan over image_record while repointing series_page) and hung
-# with no timeout — silent, indefinite (operator-flagged 2026-06-07). With a
-# lock_timeout a blocked DDL errors ("canceling statement due to lock timeout")
-# and the entrypoint's `alembic upgrade head` exits non-zero, so the deploy
-# retries / surfaces loudly rather than wedging. Override via env when a known
-# slow-lock window is expected.
-_MIGRATION_LOCK_TIMEOUT = os.environ.get("MIGRATION_LOCK_TIMEOUT", "30s")
-if not re.fullmatch(r"\d+\s*(ms|s|min)?", _MIGRATION_LOCK_TIMEOUT.strip()):
-    _MIGRATION_LOCK_TIMEOUT = "30s"  # ignore a malformed override
-
 config = context.config
 
 if config.config_file_name is not None:
@@ -53,15 +38,6 @@ def run_migrations_online() -> None:
         poolclass=pool.NullPool,
     )
     with connectable.connect() as connection:
-        # Session-level lock_timeout for every DDL statement in this run. Set
-        # (and commit) before alembic opens its own transaction so the GUC
-        # persists on this connection regardless of how alembic structures its
-        # transactions. Value is from our own env, so f-string interpolation is
-        # safe (and it's been pattern-validated above); SET takes no bind params.
-        connection.execute(
-            text(f"SET lock_timeout = '{_MIGRATION_LOCK_TIMEOUT}'")
-        )
-        connection.commit()
         context.configure(
             connection=connection,
             target_metadata=target_metadata,

alembic/versions/0001_initial_unified_schema.py

@@ -0,0 +1,277 @@
+"""initial unified schema
+
+Revision ID: 0001
+Revises:
+Create Date: 2026-05-13
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+from pgvector.sqlalchemy import Vector
+
+revision: str = "0001"
+down_revision: Union[str, None] = None
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.execute("CREATE EXTENSION IF NOT EXISTS vector")
+
+    op.create_table(
+        "artist",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("name", sa.String(length=255), nullable=False),
+        sa.Column("slug", sa.String(length=255), nullable=False),
+        sa.Column("notes", sa.Text(), nullable=True),
+        sa.Column("is_subscription", sa.Boolean(), nullable=False, server_default=sa.false()),
+        sa.Column("auto_check", sa.Boolean(), nullable=False, server_default=sa.true()),
+        sa.Column("check_interval_seconds", sa.Integer(), nullable=True),
+        sa.Column(
+            "created_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_artist"),
+        sa.UniqueConstraint("name", name="uq_artist_name"),
+        sa.UniqueConstraint("slug", name="uq_artist_slug"),
+    )
+
+    op.create_table(
+        "source",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("artist_id", sa.Integer(), nullable=False),
+        sa.Column("platform", sa.String(length=64), nullable=False),
+        sa.Column("url", sa.Text(), nullable=False),
+        sa.Column("enabled", sa.Boolean(), nullable=False, server_default=sa.true()),
+        sa.Column("config_overrides", sa.JSON(), nullable=True),
+        sa.Column("last_checked_at", sa.DateTime(timezone=True), nullable=True),
+        sa.Column("last_error", sa.Text(), nullable=True),
+        sa.Column("check_interval_override", sa.Integer(), nullable=True),
+        sa.ForeignKeyConstraint(
+            ["artist_id"], ["artist.id"], name="fk_source_artist_id_artist", ondelete="CASCADE"
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_source"),
+    )
+    op.create_index("ix_source_artist_id", "source", ["artist_id"])
+
+    op.create_table(
+        "credential",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("platform", sa.String(length=64), nullable=False),
+        sa.Column("kind", sa.String(length=32), nullable=False),
+        sa.Column("encrypted_blob", sa.LargeBinary(), nullable=False),
+        sa.Column("status", sa.String(length=32), nullable=False, server_default="active"),
+        sa.Column(
+            "captured_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.Column("expires_at", sa.DateTime(timezone=True), nullable=True),
+        sa.PrimaryKeyConstraint("id", name="pk_credential"),
+        sa.UniqueConstraint("platform", name="uq_credential_platform"),
+    )
+
+    op.create_table(
+        "post",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("source_id", sa.Integer(), nullable=False),
+        sa.Column("external_post_id", sa.String(length=128), nullable=False),
+        sa.Column("post_url", sa.Text(), nullable=True),
+        sa.Column("post_title", sa.Text(), nullable=True),
+        sa.Column("post_date", sa.DateTime(timezone=True), nullable=True),
+        sa.Column("raw_metadata", sa.JSON(), nullable=True),
+        sa.Column(
+            "downloaded_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["source_id"], ["source.id"], name="fk_post_source_id_source", ondelete="CASCADE"
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_post"),
+        sa.UniqueConstraint("source_id", "external_post_id", name="uq_post_source_external_id"),
+    )
+    op.create_index("ix_post_source_id", "post", ["source_id"])
+
+    op.create_table(
+        "image_record",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("path", sa.Text(), nullable=False),
+        sa.Column("sha256", sa.String(length=64), nullable=False),
+        sa.Column("phash", sa.String(length=32), nullable=True),
+        sa.Column("size_bytes", sa.BigInteger(), nullable=False),
+        sa.Column("mime", sa.String(length=64), nullable=False),
+        sa.Column("width", sa.Integer(), nullable=True),
+        sa.Column("height", sa.Integer(), nullable=True),
+        sa.Column("thumbnail_path", sa.Text(), nullable=True),
+        sa.Column(
+            "origin",
+            sa.Enum(
+                "downloaded",
+                "imported_filesystem",
+                "uploaded",
+                name="origin_enum",
+            ),
+            nullable=False,
+        ),
+        sa.Column("primary_post_id", sa.Integer(), nullable=True),
+        sa.Column("wd14_predictions", sa.JSON(), nullable=True),
+        sa.Column("wd14_model_version", sa.String(length=128), nullable=True),
+        sa.Column("siglip_embedding", Vector(1152), nullable=True),
+        sa.Column("siglip_model_version", sa.String(length=128), nullable=True),
+        sa.Column("centroid_scores", sa.JSON(), nullable=True),
+        sa.Column(
+            "created_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.Column(
+            "updated_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["primary_post_id"],
+            ["post.id"],
+            name="fk_image_record_primary_post_id_post",
+            ondelete="SET NULL",
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_image_record"),
+        sa.UniqueConstraint("path", name="uq_image_record_path"),
+        sa.UniqueConstraint("sha256", name="uq_image_record_sha256"),
+    )
+    op.create_index("ix_image_record_sha256", "image_record", ["sha256"])
+    op.create_index("ix_image_record_phash", "image_record", ["phash"])
+    op.create_index("ix_image_record_primary_post_id", "image_record", ["primary_post_id"])
+
+    op.create_table(
+        "image_provenance",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("image_record_id", sa.Integer(), nullable=False),
+        sa.Column("post_id", sa.Integer(), nullable=False),
+        sa.Column("source_id", sa.Integer(), nullable=False),
+        sa.Column("captured_metadata", sa.JSON(), nullable=True),
+        sa.Column(
+            "captured_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["image_record_id"],
+            ["image_record.id"],
+            name="fk_image_provenance_image_record_id_image_record",
+            ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["post_id"],
+            ["post.id"],
+            name="fk_image_provenance_post_id_post",
+            ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["source_id"],
+            ["source.id"],
+            name="fk_image_provenance_source_id_source",
+            ondelete="CASCADE",
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_image_provenance"),
+    )
+    op.create_index("ix_image_provenance_image_record_id", "image_provenance", ["image_record_id"])
+    op.create_index("ix_image_provenance_post_id", "image_provenance", ["post_id"])
+    op.create_index("ix_image_provenance_source_id", "image_provenance", ["source_id"])
+
+    op.create_table(
+        "tag",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("name", sa.String(length=255), nullable=False),
+        sa.Column("namespace", sa.String(length=64), nullable=True),
+        sa.Column(
+            "created_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_tag"),
+        sa.UniqueConstraint("name", name="uq_tag_name"),
+    )
+    op.create_index("ix_tag_name", "tag", ["name"])
+    op.create_index("ix_tag_namespace", "tag", ["namespace"])
+
+    op.create_table(
+        "image_tag",
+        sa.Column("image_record_id", sa.Integer(), nullable=False),
+        sa.Column("tag_id", sa.Integer(), nullable=False),
+        sa.Column("source", sa.String(length=32), nullable=False, server_default="manual"),
+        sa.Column(
+            "created_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["image_record_id"],
+            ["image_record.id"],
+            name="fk_image_tag_image_record_id_image_record",
+            ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["tag_id"], ["tag.id"], name="fk_image_tag_tag_id_tag", ondelete="CASCADE"
+        ),
+        sa.PrimaryKeyConstraint("image_record_id", "tag_id", name="pk_image_tag"),
+    )
+
+    op.create_table(
+        "download_event",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("source_id", sa.Integer(), nullable=False),
+        sa.Column("post_id", sa.Integer(), nullable=True),
+        sa.Column("status", sa.String(length=32), nullable=False),
+        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("bytes_downloaded", sa.BigInteger(), nullable=False, server_default="0"),
+        sa.Column("files_count", sa.Integer(), nullable=False, server_default="0"),
+        sa.Column("error", sa.Text(), nullable=True),
+        sa.ForeignKeyConstraint(
+            ["source_id"],
+            ["source.id"],
+            name="fk_download_event_source_id_source",
+            ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["post_id"],
+            ["post.id"],
+            name="fk_download_event_post_id_post",
+            ondelete="SET NULL",
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_download_event"),
+    )
+    op.create_index("ix_download_event_source_id", "download_event", ["source_id"])
+    op.create_index("ix_download_event_post_id", "download_event", ["post_id"])
+
+
+def downgrade() -> None:
+    op.drop_table("download_event")
+    op.drop_table("image_tag")
+    op.drop_table("tag")
+    op.drop_table("image_provenance")
+    op.drop_table("image_record")
+    op.execute("DROP TYPE IF EXISTS origin_enum")
+    op.drop_table("post")
+    op.drop_table("credential")
+    op.drop_table("source")
+    op.drop_table("artist")
+    op.execute("DROP EXTENSION IF EXISTS vector")

alembic/versions/0002_fc2a_tag_kinds_and_import_tasks.py

@@ -0,0 +1,208 @@
+"""fc2a: tag kinds, import_task, import_batch, integrity_status
+
+Revision ID: 0002
+Revises: 0001
+Create Date: 2026-05-14
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0002"
+down_revision: Union[str, None] = "0001"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+TAG_KINDS = (
+    "artist",
+    "character",
+    "fandom",
+    "general",
+    "series",
+    "archive",
+    "post",
+    "meta",
+    "rating",
+)
+
+
+def upgrade() -> None:
+    # --- Tag kind enum + fandom_id ---
+    tag_kind = sa.Enum(*TAG_KINDS, name="tag_kind")
+    tag_kind.create(op.get_bind(), checkfirst=True)
+
+    op.add_column(
+        "tag",
+        sa.Column("kind", tag_kind, nullable=False, server_default="general"),
+    )
+    op.add_column(
+        "tag",
+        sa.Column("fandom_id", sa.Integer(), nullable=True),
+    )
+    op.create_foreign_key(
+        "fk_tag_fandom_id_tag",
+        "tag",
+        "tag",
+        ["fandom_id"],
+        ["id"],
+        ondelete="SET NULL",
+    )
+
+    # Drop the old global uniqueness on name; add kind+fandom-aware uniqueness.
+    op.drop_constraint("uq_tag_name", "tag", type_="unique")
+    op.drop_index("ix_tag_name", table_name="tag")
+    op.execute(
+        """
+        CREATE UNIQUE INDEX uq_tag_name_kind_fandom
+          ON tag (name, kind, COALESCE(fandom_id, 0))
+        """
+    )
+
+    # CHECK: fandom_id is only allowed for character kind.
+    op.create_check_constraint(
+        "ck_tag_fandom_requires_character",
+        "tag",
+        "(fandom_id IS NULL) OR (kind = 'character')",
+    )
+
+    # Drop the old namespace column — superseded by kind.
+    op.drop_index("ix_tag_namespace", table_name="tag")
+    op.drop_column("tag", "namespace")
+
+    # --- ImportBatch ---
+    op.create_table(
+        "import_batch",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("triggered_by", sa.String(length=32), nullable=False),
+        sa.Column("source_path", sa.Text(), nullable=False),
+        sa.Column("scan_mode", sa.String(length=16), nullable=False),
+        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("total_files", sa.Integer(), nullable=False, server_default="0"),
+        sa.Column("imported", sa.Integer(), nullable=False, server_default="0"),
+        sa.Column("skipped", sa.Integer(), nullable=False, server_default="0"),
+        sa.Column("failed", sa.Integer(), nullable=False, server_default="0"),
+        sa.Column("status", sa.String(length=16), nullable=False, server_default="running"),
+        sa.PrimaryKeyConstraint("id", name="pk_import_batch"),
+    )
+    op.create_index("ix_import_batch_status", "import_batch", ["status"])
+
+    # --- ImportTask ---
+    op.create_table(
+        "import_task",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("batch_id", sa.Integer(), nullable=False),
+        sa.Column("source_path", sa.Text(), nullable=False),
+        sa.Column("task_type", sa.String(length=16), nullable=False),
+        sa.Column("status", sa.String(length=16), nullable=False, server_default="pending"),
+        sa.Column("result_image_id", sa.Integer(), nullable=True),
+        sa.Column("error", sa.Text(), nullable=True),
+        sa.Column("size_bytes", sa.BigInteger(), nullable=True),
+        sa.Column(
+            "created_at",
+            sa.DateTime(timezone=True),
+            nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.Column("started_at", sa.DateTime(timezone=True), nullable=True),
+        sa.Column("finished_at", sa.DateTime(timezone=True), nullable=True),
+        sa.ForeignKeyConstraint(
+            ["batch_id"],
+            ["import_batch.id"],
+            name="fk_import_task_batch_id_import_batch",
+            ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["result_image_id"],
+            ["image_record.id"],
+            name="fk_import_task_result_image_id_image_record",
+            ondelete="SET NULL",
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_import_task"),
+    )
+    op.create_index("ix_import_task_batch_id", "import_task", ["batch_id"])
+    op.create_index("ix_import_task_status", "import_task", ["status"])
+    op.create_index(
+        "ix_import_task_created_at_desc",
+        "import_task",
+        [sa.text("created_at DESC")],
+    )
+
+    # --- ImportSettings (single-row table) ---
+    op.create_table(
+        "import_settings",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("import_scan_path", sa.Text(), nullable=False, server_default="/import"),
+        sa.Column("min_width", sa.Integer(), nullable=False, server_default="0"),
+        sa.Column("min_height", sa.Integer(), nullable=False, server_default="0"),
+        sa.Column(
+            "skip_transparent", sa.Boolean(), nullable=False, server_default=sa.false()
+        ),
+        sa.Column(
+            "transparency_threshold",
+            sa.Float(),
+            nullable=False,
+            server_default="0.9",
+        ),
+        sa.Column(
+            "skip_single_color", sa.Boolean(), nullable=False, server_default=sa.false()
+        ),
+        sa.Column(
+            "single_color_threshold",
+            sa.Float(),
+            nullable=False,
+            server_default="0.95",
+        ),
+        sa.Column("single_color_tolerance", sa.Integer(), nullable=False, server_default="30"),
+        sa.PrimaryKeyConstraint("id", name="pk_import_settings"),
+        sa.CheckConstraint("id = 1", name="ck_import_settings_singleton"),
+    )
+    # Seed the single row immediately so callers can always SELECT id=1.
+    op.execute("INSERT INTO import_settings (id) VALUES (1)")
+
+    # --- ImageRecord additions ---
+    op.add_column(
+        "image_record",
+        sa.Column(
+            "integrity_status",
+            sa.String(length=24),
+            nullable=False,
+            server_default="unknown",
+        ),
+    )
+    op.create_index(
+        "ix_image_record_integrity_status",
+        "image_record",
+        ["integrity_status"],
+    )
+
+
+def downgrade() -> None:
+    op.drop_index("ix_image_record_integrity_status", table_name="image_record")
+    op.drop_column("image_record", "integrity_status")
+
+    op.drop_table("import_settings")
+    op.drop_index("ix_import_task_created_at_desc", table_name="import_task")
+    op.drop_index("ix_import_task_status", table_name="import_task")
+    op.drop_index("ix_import_task_batch_id", table_name="import_task")
+    op.drop_table("import_task")
+    op.drop_index("ix_import_batch_status", table_name="import_batch")
+    op.drop_table("import_batch")
+
+    op.drop_constraint("ck_tag_fandom_requires_character", "tag", type_="check")
+    op.execute("DROP INDEX uq_tag_name_kind_fandom")
+    op.add_column("tag", sa.Column("namespace", sa.String(length=64), nullable=True))
+    op.create_index("ix_tag_namespace", "tag", ["namespace"])
+    op.create_index("ix_tag_name", "tag", ["name"], unique=False)
+    op.create_unique_constraint("uq_tag_name", "tag", ["name"])
+    op.drop_constraint("fk_tag_fandom_id_tag", "tag", type_="foreignkey")
+    op.drop_column("tag", "fandom_id")
+    op.drop_column("tag", "kind")
+    sa.Enum(name="tag_kind").drop(op.get_bind(), checkfirst=True)

alembic/versions/0003_fc2b_ml_pipeline.py

@@ -0,0 +1,172 @@
+"""fc2b: ML pipeline — allowlist, aliases, centroids, ml_settings
+
+Revision ID: 0003
+Revises: 0002
+Create Date: 2026-05-15
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+from pgvector.sqlalchemy import Vector
+
+revision: str = "0003"
+down_revision: Union[str, None] = "0002"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    # 3.1 rename wd14_* -> tagger_*
+    op.alter_column("image_record", "wd14_predictions", new_column_name="tagger_predictions")
+    op.alter_column(
+        "image_record", "wd14_model_version", new_column_name="tagger_model_version"
+    )
+
+    # 3.2 tag_allowlist
+    op.create_table(
+        "tag_allowlist",
+        sa.Column("tag_id", sa.Integer(), nullable=False),
+        sa.Column(
+            "min_confidence", sa.Float(), nullable=False, server_default="0.95"
+        ),
+        sa.Column(
+            "added_at", sa.DateTime(timezone=True), nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["tag_id"], ["tag.id"], name="fk_tag_allowlist_tag_id_tag",
+            ondelete="CASCADE",
+        ),
+        sa.PrimaryKeyConstraint("tag_id", name="pk_tag_allowlist"),
+        sa.CheckConstraint(
+            "min_confidence > 0 AND min_confidence <= 1",
+            name="ck_tag_allowlist_confidence_range",
+        ),
+    )
+
+    # 3.3 tag_suggestion_rejection
+    op.create_table(
+        "tag_suggestion_rejection",
+        sa.Column("image_record_id", sa.Integer(), nullable=False),
+        sa.Column("tag_id", sa.Integer(), nullable=False),
+        sa.Column(
+            "rejected_at", sa.DateTime(timezone=True), nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["image_record_id"], ["image_record.id"],
+            name="fk_tsr_image_record_id_image_record", ondelete="CASCADE",
+        ),
+        sa.ForeignKeyConstraint(
+            ["tag_id"], ["tag.id"], name="fk_tsr_tag_id_tag", ondelete="CASCADE",
+        ),
+        sa.PrimaryKeyConstraint(
+            "image_record_id", "tag_id", name="pk_tag_suggestion_rejection"
+        ),
+    )
+    op.create_index(
+        "ix_tag_suggestion_rejection_tag", "tag_suggestion_rejection", ["tag_id"]
+    )
+
+    # 3.4 tag_alias
+    op.create_table(
+        "tag_alias",
+        sa.Column("alias_string", sa.String(length=255), nullable=False),
+        sa.Column("alias_category", sa.String(length=32), nullable=False),
+        sa.Column("canonical_tag_id", sa.Integer(), nullable=False),
+        sa.Column(
+            "created_at", sa.DateTime(timezone=True), nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["canonical_tag_id"], ["tag.id"],
+            name="fk_tag_alias_canonical_tag_id_tag", ondelete="CASCADE",
+        ),
+        sa.PrimaryKeyConstraint(
+            "alias_string", "alias_category", name="pk_tag_alias"
+        ),
+    )
+    op.create_index("ix_tag_alias_canonical", "tag_alias", ["canonical_tag_id"])
+
+    # 3.5 tag_reference_embedding (centroids)
+    op.create_table(
+        "tag_reference_embedding",
+        sa.Column("tag_id", sa.Integer(), nullable=False),
+        sa.Column("embedding", Vector(1152), nullable=False),
+        sa.Column("reference_count", sa.Integer(), nullable=False),
+        sa.Column("model_version", sa.String(length=128), nullable=False),
+        sa.Column(
+            "updated_at", sa.DateTime(timezone=True), nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["tag_id"], ["tag.id"],
+            name="fk_tag_reference_embedding_tag_id_tag", ondelete="CASCADE",
+        ),
+        sa.PrimaryKeyConstraint("tag_id", name="pk_tag_reference_embedding"),
+    )
+
+    # 3.6 ml_settings singleton
+    op.create_table(
+        "ml_settings",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column(
+            "suggestion_threshold_artist", sa.Float(), nullable=False,
+            server_default="0.30",
+        ),
+        sa.Column(
+            "suggestion_threshold_character", sa.Float(), nullable=False,
+            server_default="0.50",
+        ),
+        sa.Column(
+            "suggestion_threshold_copyright", sa.Float(), nullable=False,
+            server_default="0.50",
+        ),
+        sa.Column(
+            "suggestion_threshold_general", sa.Float(), nullable=False,
+            server_default="0.95",
+        ),
+        sa.Column(
+            "centroid_similarity_threshold", sa.Float(), nullable=False,
+            server_default="0.55",
+        ),
+        sa.Column(
+            "min_reference_images", sa.Integer(), nullable=False,
+            server_default="5",
+        ),
+        sa.Column(
+            "tagger_model_version", sa.String(length=128), nullable=False,
+            server_default="camie-tagger-v2",
+        ),
+        sa.Column(
+            "embedder_model_version", sa.String(length=128), nullable=False,
+            server_default="siglip-so400m-patch14-384",
+        ),
+        sa.Column(
+            "updated_at", sa.DateTime(timezone=True), nullable=False,
+            server_default=sa.func.now(),
+        ),
+        sa.PrimaryKeyConstraint("id", name="pk_ml_settings"),
+        sa.CheckConstraint("id = 1", name="ck_ml_settings_singleton"),
+    )
+    op.execute("INSERT INTO ml_settings (id) VALUES (1)")
+
+
+def downgrade() -> None:
+    op.drop_table("ml_settings")
+    op.drop_table("tag_reference_embedding")
+    op.drop_index("ix_tag_alias_canonical", table_name="tag_alias")
+    op.drop_table("tag_alias")
+    op.drop_index(
+        "ix_tag_suggestion_rejection_tag", table_name="tag_suggestion_rejection"
+    )
+    op.drop_table("tag_suggestion_rejection")
+    op.drop_table("tag_allowlist")
+    op.alter_column(
+        "image_record", "tagger_model_version", new_column_name="wd14_model_version"
+    )
+    op.alter_column(
+        "image_record", "tagger_predictions", new_column_name="wd14_predictions"
+    )

alembic/versions/0004_fc2c_i_tsm_system_rows.py

@@ -0,0 +1,23 @@
+"""fc2c-i: enable tsm_system_rows for scalable random sampling
+
+Revision ID: 0004
+Revises: 0003
+Create Date: 2026-05-15
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+
+revision: str = "0004"
+down_revision: Union[str, None] = "0003"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.execute("CREATE EXTENSION IF NOT EXISTS tsm_system_rows")
+
+
+def downgrade() -> None:
+    op.execute("DROP EXTENSION IF EXISTS tsm_system_rows")

alembic/versions/0005_fc2c_iii_a_series_page.py

@@ -0,0 +1,50 @@
+"""fc2c-iii-a: series_page ordered membership
+
+Revision ID: 0005
+Revises: 0004
+Create Date: 2026-05-16
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0005"
+down_revision: Union[str, None] = "0004"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "series_page",
+        sa.Column("id", sa.Integer(), nullable=False),
+        sa.Column("series_tag_id", sa.Integer(), nullable=False),
+        sa.Column("image_id", sa.Integer(), nullable=False),
+        sa.Column("page_number", sa.Integer(), nullable=False),
+        sa.Column(
+            "created_at", sa.DateTime(timezone=True),
+            nullable=False, server_default=sa.func.now(),
+        ),
+        sa.Column(
+            "updated_at", sa.DateTime(timezone=True),
+            nullable=False, server_default=sa.func.now(),
+        ),
+        sa.ForeignKeyConstraint(
+            ["series_tag_id"], ["tag.id"], ondelete="CASCADE"
+        ),
+        sa.ForeignKeyConstraint(
+            ["image_id"], ["image_record.id"], ondelete="CASCADE"
+        ),
+        sa.PrimaryKeyConstraint("id"),
+        sa.UniqueConstraint("image_id", name="uq_series_page_image"),
+    )
+    op.create_index(
+        "ix_series_page_series_tag_id", "series_page", ["series_tag_id"]
+    )
+
+
+def downgrade() -> None:
+    op.drop_index("ix_series_page_series_tag_id", table_name="series_page")
+    op.drop_table("series_page")

alembic/versions/0006_fc2d_phash_threshold.py

@@ -0,0 +1,30 @@
+"""fc2d: import_settings.phash_threshold
+
+Revision ID: 0006
+Revises: 0005
+Create Date: 2026-05-17
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0006"
+down_revision: Union[str, None] = "0005"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "phash_threshold", sa.Integer(),
+            nullable=False, server_default="10",
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("import_settings", "phash_threshold")

alembic/versions/0007_fc2d_post_metadata_fields.py

@@ -0,0 +1,31 @@
+"""fc2d-iv: post.description + post.attachment_count
+
+Revision ID: 0007
+Revises: 0006
+Create Date: 2026-05-18
+
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0007"
+down_revision: Union[str, None] = "0006"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "post", sa.Column("description", sa.Text(), nullable=True)
+    )
+    op.add_column(
+        "post",
+        sa.Column("attachment_count", sa.Integer(), nullable=True),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("post", "attachment_count")
+    op.drop_column("post", "description")

alembic/versions/0008_fc2d_vii_c_artist_deconfliction.py

@@ -0,0 +1,52 @@
+"""fc2d-vii-c: image_record.artist_id + backfill + drop artist tags
+
+Revision ID: 0008
+Revises: 0007
+Create Date: 2026-05-18
+
+Internal forward-correctness migration (the big legacy-import migration
+stays deferred). downgrade() does NOT recreate deleted artist tags;
+downgrade is dev-only and the data is reconstructable by re-import.
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+from backend.app.utils.artist_backfill import (
+    BACKFILL_PRIMARY_SQL,
+    BACKFILL_PROVENANCE_SQL,
+    BACKFILL_TAG_SQL,
+    DELETE_ARTIST_TAGS_SQL,
+)
+
+revision: str = "0008"
+down_revision: Union[str, None] = "0007"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "image_record",
+        sa.Column("artist_id", sa.Integer(), nullable=True),
+    )
+    op.create_foreign_key(
+        "fk_image_record_artist_id", "image_record", "artist",
+        ["artist_id"], ["id"], ondelete="SET NULL",
+    )
+    op.create_index(
+        "ix_image_record_artist_id", "image_record", ["artist_id"],
+    )
+    op.execute(BACKFILL_PRIMARY_SQL)
+    op.execute(BACKFILL_PROVENANCE_SQL)
+    op.execute(BACKFILL_TAG_SQL)
+    op.execute(DELETE_ARTIST_TAGS_SQL)
+
+
+def downgrade() -> None:
+    op.drop_index("ix_image_record_artist_id", table_name="image_record")
+    op.drop_constraint(
+        "fk_image_record_artist_id", "image_record", type_="foreignkey"
+    )
+    op.drop_column("image_record", "artist_id")

alembic/versions/0009_fc2d_iii_post_attachment.py

@@ -0,0 +1,68 @@
+"""fc2d-iii: post_attachment + import_batch.attachments
+
+Revision ID: 0009
+Revises: 0008
+Create Date: 2026-05-19
+
+Internal forward-correctness migration (big legacy-import migration
+stays deferred). No backfill — no attachments exist yet.
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0009"
+down_revision: Union[str, None] = "0008"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "post_attachment",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column(
+            "post_id", sa.Integer(),
+            sa.ForeignKey("post.id", ondelete="SET NULL"), nullable=True,
+        ),
+        sa.Column(
+            "artist_id", sa.Integer(),
+            sa.ForeignKey("artist.id", ondelete="SET NULL"), nullable=True,
+        ),
+        sa.Column("sha256", sa.String(64), nullable=False),
+        sa.Column("path", sa.Text(), nullable=False),
+        sa.Column("original_filename", sa.Text(), nullable=False),
+        sa.Column("ext", sa.String(32), nullable=False),
+        sa.Column("mime", sa.String(128), nullable=True),
+        sa.Column("size_bytes", sa.BigInteger(), nullable=False),
+        sa.Column(
+            "captured_at", sa.DateTime(timezone=True),
+            server_default=sa.func.now(), nullable=False,
+        ),
+    )
+    op.create_index(
+        "ix_post_attachment_sha256", "post_attachment", ["sha256"],
+        unique=True,
+    )
+    op.create_index(
+        "ix_post_attachment_post_id", "post_attachment", ["post_id"],
+    )
+    op.create_index(
+        "ix_post_attachment_artist_id", "post_attachment", ["artist_id"],
+    )
+    op.add_column(
+        "import_batch",
+        sa.Column(
+            "attachments", sa.Integer(), nullable=False,
+            server_default="0",
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("import_batch", "attachments")
+    op.drop_index("ix_post_attachment_artist_id", table_name="post_attachment")
+    op.drop_index("ix_post_attachment_post_id", table_name="post_attachment")
+    op.drop_index("ix_post_attachment_sha256", table_name="post_attachment")
+    op.drop_table("post_attachment")

alembic/versions/0010_fc3a_source_unique_artist_platform_url.py

@@ -0,0 +1,32 @@
+"""fc3a: unique(source.artist_id, source.platform, source.url)
+
+Revision ID: 0010
+Revises: 0009
+Create Date: 2026-05-20
+
+Enforces FC-3a's dedup invariant at the DB level. No backfill — no
+existing rows are expected to collide; if they do the migration will
+fail loudly (intended).
+"""
+from typing import Sequence, Union
+
+from alembic import op
+
+revision: str = "0010"
+down_revision: Union[str, None] = "0009"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_unique_constraint(
+        "uq_source_artist_platform_url",
+        "source",
+        ["artist_id", "platform", "url"],
+    )
+
+
+def downgrade() -> None:
+    op.drop_constraint(
+        "uq_source_artist_platform_url", "source", type_="unique"
+    )

alembic/versions/0011_fc3b_credential_schema_alignment.py

@@ -0,0 +1,41 @@
+"""fc3b: rename credential.kind -> credential_type, drop status, add last_verified
+
+Revision ID: 0011
+Revises: 0010
+Create Date: 2026-05-20
+
+Aligns the credential table with the GallerySubscriber wire-field names
+so the existing browser extension can POST to FC unmodified. Greenfield —
+no rows exist in production yet, so no data preservation logic is
+needed; the rename uses ALTER COLUMN rather than copy-then-drop.
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0011"
+down_revision: Union[str, None] = "0010"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.alter_column("credential", "kind", new_column_name="credential_type")
+    op.drop_column("credential", "status")
+    op.add_column(
+        "credential",
+        sa.Column("last_verified", sa.DateTime(timezone=True), nullable=True),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("credential", "last_verified")
+    op.add_column(
+        "credential",
+        sa.Column(
+            "status", sa.String(length=32), nullable=False,
+            server_default="active",
+        ),
+    )
+    op.alter_column("credential", "credential_type", new_column_name="kind")

alembic/versions/0012_fc3b_app_setting.py

@@ -0,0 +1,36 @@
+"""fc3b: app_setting key/value table
+
+Revision ID: 0012
+Revises: 0011
+Create Date: 2026-05-20
+
+A simple key/value table for small app settings that don't fit
+ImportSettings. Initially seeds only `extension_api_key` (done in
+create_app on first boot — not in the migration, to keep it
+deterministic and independent of randomness).
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0012"
+down_revision: Union[str, None] = "0011"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "app_setting",
+        sa.Column("key", sa.String(length=64), primary_key=True),
+        sa.Column("value", sa.Text(), nullable=False),
+        sa.Column(
+            "updated_at", sa.DateTime(timezone=True),
+            nullable=False, server_default=sa.func.now(),
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_table("app_setting")

alembic/versions/0013_fc3c_download_event_metadata.py

@@ -0,0 +1,52 @@
+"""fc3c: download_event.metadata + import_settings downloader fields
+
+Revision ID: 0013
+Revises: 0012
+Create Date: 2026-05-20
+
+Additive only. download_event.metadata is the rich JSONB blob FC-3c
+populates per run (run_stats, stdout/stderr, quarantined paths, import
+summary). import_settings gains two operator-tunable downloader knobs:
+download_rate_limit_seconds (gallery-dl extractor.sleep) and
+download_validate_files (toggle the magic-byte validator).
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+revision: str = "0013"
+down_revision: Union[str, None] = "0012"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "download_event",
+        sa.Column(
+            "metadata", postgresql.JSONB,
+            nullable=False, server_default=sa.text("'{}'::jsonb"),
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "download_rate_limit_seconds", sa.Float(),
+            nullable=False, server_default="3.0",
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "download_validate_files", sa.Boolean(),
+            nullable=False, server_default=sa.true(),
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("import_settings", "download_validate_files")
+    op.drop_column("import_settings", "download_rate_limit_seconds")
+    op.drop_column("download_event", "metadata")

alembic/versions/0014_fc3d_scheduling.py

@@ -0,0 +1,58 @@
+"""fc3d: scheduling + source health columns
+
+Revision ID: 0014
+Revises: 0013
+Create Date: 2026-05-21
+
+Additive only. source.consecutive_failures (default 0, DownloadService
+finalize hook owns the writes). import_settings gains the three
+scheduling knobs (global default interval, event retention, failure
+warning threshold).
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0014"
+down_revision: Union[str, None] = "0013"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "source",
+        sa.Column(
+            "consecutive_failures", sa.Integer(),
+            nullable=False, server_default="0",
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "download_schedule_default_seconds", sa.Integer(),
+            nullable=False, server_default="28800",
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "download_event_retention_days", sa.Integer(),
+            nullable=False, server_default="90",
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "download_failure_warning_threshold", sa.Integer(),
+            nullable=False, server_default="5",
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("import_settings", "download_failure_warning_threshold")
+    op.drop_column("import_settings", "download_event_retention_days")
+    op.drop_column("import_settings", "download_schedule_default_seconds")
+    op.drop_column("source", "consecutive_failures")

alembic/versions/0015_fc5_migration_run.py

@@ -0,0 +1,51 @@
+"""fc5: migration_run table
+
+Revision ID: 0015
+Revises: 0014
+Create Date: 2026-05-22
+
+Additive only. New table tracks each invocation of the FC-5 migration
+tooling (backup, gs, ir, ml_queue, verify, rollback). kind/status are
+plain String(32) — values validated at the API layer per the spec, not
+a Postgres ENUM (so adding kinds later doesn't need a schema migration).
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.dialects import postgresql
+
+revision: str = "0015"
+down_revision: Union[str, None] = "0014"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "migration_run",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column("kind", sa.String(32), nullable=False, index=True),
+        sa.Column("status", sa.String(32), nullable=False, index=True),
+        sa.Column(
+            "dry_run", sa.Boolean(), nullable=False, server_default=sa.false(),
+        ),
+        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(
+            "counts", postgresql.JSONB,
+            nullable=False, server_default=sa.text("'{}'::jsonb"),
+        ),
+        sa.Column("error", sa.Text(), nullable=True),
+        sa.Column(
+            "metadata", postgresql.JSONB,
+            nullable=False, server_default=sa.text("'{}'::jsonb"),
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_table("migration_run")

alembic/versions/0016_fc3i_task_run.py

@@ -0,0 +1,86 @@
+"""fc3i: task_run table
+
+Revision ID: 0016
+Revises: 0015
+Create Date: 2026-05-24
+
+Additive only. New table records every Celery task attempt via signal
+handlers (backend.app.celery_signals). Status is plain String(16) not
+Postgres ENUM (per feedback_check_existing_enums: ENUM columns hard-
+fail at INSERT, String columns extend cleanly).
+
+Composite indexes anticipate the three dashboard panes:
+- (queue, started_at desc)   — per-lane recent activity
+- (status, started_at desc)  — recent failures pane
+- (task_name, started_at desc) — drill-down by task
+
+Indexed columns get individual indexes via `index=True` on the model;
+the composites below cover the multi-column lookups.
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0016"
+down_revision: Union[str, None] = "0015"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "task_run",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column("celery_task_id", sa.String(length=64), nullable=False),
+        sa.Column("queue", sa.String(length=32), nullable=False),
+        sa.Column("task_name", sa.String(length=128), nullable=False),
+        sa.Column("target_id", sa.Integer(), nullable=True),
+        sa.Column("started_at", sa.DateTime(timezone=True), nullable=False),
+        sa.Column("finished_at", sa.DateTime(timezone=True), nullable=True),
+        sa.Column("duration_ms", sa.Integer(), nullable=True),
+        sa.Column(
+            "status", sa.String(length=16), nullable=False,
+            server_default="running",
+        ),
+        sa.Column("error_type", sa.String(length=128), nullable=True),
+        sa.Column("error_message", sa.Text(), nullable=True),
+        sa.Column("retry_count", sa.Integer(), nullable=True),
+        sa.Column("worker_hostname", sa.String(length=128), nullable=True),
+        sa.Column("args_summary", sa.String(length=255), nullable=True),
+    )
+
+    # Single-column indexes (matches Mapped[...].index=True on model).
+    op.create_index("ix_task_run_celery_task_id", "task_run", ["celery_task_id"])
+    op.create_index("ix_task_run_queue", "task_run", ["queue"])
+    op.create_index("ix_task_run_task_name", "task_run", ["task_name"])
+    op.create_index("ix_task_run_started_at", "task_run", ["started_at"])
+    op.create_index("ix_task_run_finished_at", "task_run", ["finished_at"])
+    op.create_index("ix_task_run_status", "task_run", ["status"])
+
+    # Composite indexes for dashboard query patterns.
+    op.create_index(
+        "ix_task_run_queue_started",
+        "task_run", ["queue", sa.text("started_at DESC")],
+    )
+    op.create_index(
+        "ix_task_run_status_started",
+        "task_run", ["status", sa.text("started_at DESC")],
+    )
+    op.create_index(
+        "ix_task_run_name_started",
+        "task_run", ["task_name", sa.text("started_at DESC")],
+    )
+
+
+def downgrade() -> None:
+    op.drop_index("ix_task_run_name_started", table_name="task_run")
+    op.drop_index("ix_task_run_status_started", table_name="task_run")
+    op.drop_index("ix_task_run_queue_started", table_name="task_run")
+    op.drop_index("ix_task_run_status", table_name="task_run")
+    op.drop_index("ix_task_run_finished_at", table_name="task_run")
+    op.drop_index("ix_task_run_started_at", table_name="task_run")
+    op.drop_index("ix_task_run_task_name", table_name="task_run")
+    op.drop_index("ix_task_run_queue", table_name="task_run")
+    op.drop_index("ix_task_run_celery_task_id", table_name="task_run")
+    op.drop_table("task_run")

alembic/versions/0017_fc3h_backup_run.py

@@ -0,0 +1,82 @@
+"""fc3h: backup_run table
+
+Revision ID: 0017
+Revises: 0016
+Create Date: 2026-05-24
+
+Additive. New table records every backup/restore attempt with artifact
+metadata. Lifecycle tracking lives in task_run from FC-3i; this is
+artifact-only (paths, sizes, tag, restore lineage).
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0017"
+down_revision: Union[str, None] = "0016"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.create_table(
+        "backup_run",
+        sa.Column("id", sa.Integer(), primary_key=True),
+        sa.Column("kind", sa.String(length=16), nullable=False),
+        sa.Column(
+            "status", sa.String(length=16), nullable=False,
+            server_default="pending",
+        ),
+        sa.Column("tag", sa.String(length=64), nullable=True),
+        sa.Column("triggered_by", sa.String(length=32), nullable=False),
+        sa.Column("started_at", sa.DateTime(timezone=True), nullable=False),
+        sa.Column("finished_at", sa.DateTime(timezone=True), nullable=True),
+        sa.Column("sql_path", sa.Text(), nullable=True),
+        sa.Column("tar_path", sa.Text(), nullable=True),
+        sa.Column("size_bytes", sa.BigInteger(), nullable=True),
+        sa.Column("error", sa.Text(), nullable=True),
+        sa.Column(
+            "manifest", sa.JSON(), nullable=False, server_default="{}",
+        ),
+        sa.Column(
+            "restored_from_id", sa.Integer(),
+            sa.ForeignKey("backup_run.id", ondelete="SET NULL"),
+            nullable=True,
+        ),
+    )
+
+    # Single-column indexes (matches Mapped[...].index=True).
+    op.create_index("ix_backup_run_kind", "backup_run", ["kind"])
+    op.create_index("ix_backup_run_status", "backup_run", ["status"])
+    op.create_index("ix_backup_run_tag", "backup_run", ["tag"])
+    op.create_index("ix_backup_run_started_at", "backup_run", ["started_at"])
+    op.create_index("ix_backup_run_finished_at", "backup_run", ["finished_at"])
+
+    # Composite indexes for dashboard query patterns.
+    op.create_index(
+        "ix_backup_run_kind_started",
+        "backup_run", ["kind", sa.text("started_at DESC")],
+    )
+    op.create_index(
+        "ix_backup_run_status_finished",
+        "backup_run", ["status", sa.text("finished_at DESC")],
+    )
+    # Partial index: only tagged rows participate in retention-exempt query.
+    op.create_index(
+        "ix_backup_run_tag_partial",
+        "backup_run", ["tag"],
+        postgresql_where=sa.text("tag IS NOT NULL"),
+    )
+
+
+def downgrade() -> None:
+    op.drop_index("ix_backup_run_tag_partial", table_name="backup_run")
+    op.drop_index("ix_backup_run_status_finished", table_name="backup_run")
+    op.drop_index("ix_backup_run_kind_started", table_name="backup_run")
+    op.drop_index("ix_backup_run_finished_at", table_name="backup_run")
+    op.drop_index("ix_backup_run_started_at", table_name="backup_run")
+    op.drop_index("ix_backup_run_tag", table_name="backup_run")
+    op.drop_index("ix_backup_run_status", table_name="backup_run")
+    op.drop_index("ix_backup_run_kind", table_name="backup_run")
+    op.drop_table("backup_run")

alembic/versions/0018_fc3h_backup_settings.py

@@ -0,0 +1,62 @@
+"""fc3h: backup_* knobs on import_settings
+
+Revision ID: 0018
+Revises: 0017
+Create Date: 2026-05-24
+
+Adds four columns to the singleton import_settings row:
+  - backup_db_nightly_enabled (default False — opt-in)
+  - backup_db_nightly_hour_utc (default 3)
+  - backup_db_keep_last_n (default 14)
+  - backup_images_keep_last_n (default 3)
+
+server_default ensures the singleton row is backfilled in place
+without an UPDATE statement.
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0018"
+down_revision: Union[str, None] = "0017"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "backup_db_nightly_enabled", sa.Boolean(),
+            nullable=False, server_default=sa.false(),
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "backup_db_nightly_hour_utc", sa.Integer(),
+            nullable=False, server_default="3",
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "backup_db_keep_last_n", sa.Integer(),
+            nullable=False, server_default="14",
+        ),
+    )
+    op.add_column(
+        "import_settings",
+        sa.Column(
+            "backup_images_keep_last_n", sa.Integer(),
+            nullable=False, server_default="3",
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("import_settings", "backup_images_keep_last_n")
+    op.drop_column("import_settings", "backup_db_keep_last_n")
+    op.drop_column("import_settings", "backup_db_nightly_hour_utc")
+    op.drop_column("import_settings", "backup_db_nightly_enabled")

alembic/versions/0019_import_batch_refreshed.py

@@ -0,0 +1,38 @@
+"""import_batch.refreshed counter for deep-scan sidecar re-application
+
+Revision ID: 0019
+Revises: 0018
+Create Date: 2026-05-25
+
+Adds a `refreshed` counter to `import_batch`, mirroring the existing
+`imported`/`skipped`/`failed`/`attachments` columns. Deep scan now
+re-applies sidecar metadata to already-imported files (the IR feature
+that didn't make the FC port the first time); a "refreshed" outcome
+increments this counter so the UI can surface "X new, Y refreshed"
+instead of the misleading "Scan complete — no new files" message.
+
+server_default=0 backfills existing rows in place — no UPDATE needed.
+"""
+from typing import Sequence, Union
+
+import sqlalchemy as sa
+from alembic import op
+
+revision: str = "0019"
+down_revision: Union[str, None] = "0018"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column(
+        "import_batch",
+        sa.Column(
+            "refreshed", sa.Integer(),
+            nullable=False, server_default=sa.text("0"),
+        ),
+    )
+
+
+def downgrade() -> None:
+    op.drop_column("import_batch", "refreshed")

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')",
+    )

alembic/versions/0024_backfill_post_title_from_description.py

@@ -0,0 +1,80 @@
+"""backfill post.post_title from description first-line — 2026-05-27
+
+Revision ID: 0024
+Revises: 0023
+Create Date: 2026-05-27
+
+SubscribeStar gallery-dl always writes `title: ""` and embeds the leading
+sentence inside `content` HTML. FC's sidecar parser was leaving
+post_title NULL for every SubscribeStar post since FC-3 shipped. The
+parser fix (sidecar._first_line_text fallback) now synthesizes a title
+at parse time; this migration applies the same logic retroactively to
+existing rows.
+
+Operator-flagged 2026-05-27 after inspecting
+/mnt/Data/Patreon/Cheunart/subscribestar/ sidecars.
+
+Idempotent: only touches rows where post_title IS NULL or empty AND
+description IS NOT NULL. Re-running the migration is a no-op.
+"""
+from __future__ import annotations
+
+import re
+from typing import Sequence, Union
+
+from alembic import op
+from sqlalchemy import text
+
+revision: str = "0024"
+down_revision: Union[str, None] = "0023"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+_TAG_RE = re.compile(r"<[^>]+>")
+_WS_RE = re.compile(r"\s+")
+
+
+def _first_line_text(body: str, limit: int = 120) -> str | None:
+    """Mirror of sidecar._first_line_text. Kept inline so the migration
+    doesn't carry a runtime import dependency from app code that may
+    have moved by the time the migration is replayed years from now."""
+    if not body:
+        return None
+    text_ = _TAG_RE.sub(" ", body)
+    text_ = text_.replace("\xa0", " ")
+    for line in text_.splitlines():
+        line = _WS_RE.sub(" ", line).strip()
+        if line:
+            if len(line) > limit:
+                return line[: limit - 1].rstrip() + "…"
+            return line
+    return None
+
+
+def upgrade() -> None:
+    bind = op.get_bind()
+    rows = bind.execute(
+        text(
+            "SELECT id, description FROM post "
+            "WHERE (post_title IS NULL OR post_title = '') "
+            "AND description IS NOT NULL AND description <> ''"
+        )
+    ).fetchall()
+    updated = 0
+    for row in rows:
+        derived = _first_line_text(row.description)
+        if not derived:
+            continue
+        bind.execute(
+            text("UPDATE post SET post_title = :t WHERE id = :id"),
+            {"t": derived, "id": row.id},
+        )
+        updated += 1
+    print(f"0024: backfilled post_title on {updated} row(s)")
+
+
+def downgrade() -> None:
+    # No safe restore — we can't tell which post_titles were derived vs
+    # genuinely present. Leave the column alone on rollback.
+    pass

alembic/versions/0025_fix_subscribestar_post_ids.py

@@ -0,0 +1,288 @@
+"""sidecar-audit followup: correct external_post_id + post_url across all platforms
+
+Revision ID: 0025
+Revises: 0024
+Create Date: 2026-05-27
+
+Closes the operator-flagged 2026-05-27 sidecar audit findings. Three
+data-correctness bugs across non-Patreon platforms had been silently
+corrupting Posts since FC-3 shipped; the parser fix (sidecar.py, same
+commit) addresses new imports. This migration cleans up existing rows.
+
+Per-platform actions:
+
+  subscribestar — gallery-dl wrote the per-attachment id in `id` and
+    the actual post id in `post_id`. FC's parser picked `id`, so every
+    multi-image SubscribeStar post was fragmented into N Post rows.
+    1. For each SubscribeStar Post, read its sidecar (via the related
+       ImageRecord's on-disk path), pull `post_id`, overwrite
+       external_post_id and post_url.
+    2. Merge groups of Posts under one source that now share an
+       external_post_id (fragments of the same actual post). Same
+       ImageProvenance pre-delete + repoint dance as alembic 0022.
+
+  hentaifoundry — sidecars have NO `url` field; `src` is the image
+    URL. FC's parser stored post_url=NULL. Read each HF Post's sidecar
+    for `user` + `index`, derive the canonical /pictures/user/<u>/<i>
+    permalink. external_post_id (= `index`) was already correct.
+
+  discord — gallery-dl wrote the CDN attachment URL in `url`. FC's
+    parser stored that as post_url. Read each Discord Post's sidecar
+    for the server/channel/message triple, derive the proper
+    discord.com/channels/.../<message> permalink. external_post_id (=
+    `message_id`) was already correct.
+
+  pixiv — pure-SQL backfill: replace any `i.pximg.net`-style URL on
+    Post.post_url with the derived `/artworks/<id>` permalink. Pixiv
+    external_post_id (= `id`) was already correct; no sidecar IO
+    needed.
+
+Idempotent: re-running on already-corrected data is a no-op (skips
+rows whose derived value matches what's already stored).
+
+Posts whose related ImageRecord paths don't resolve on disk (orphaned
+filesystem state) are skipped with a count in the migration output —
+those will be picked up by a future deep-scan.
+"""
+from __future__ import annotations
+
+import json
+import re
+from pathlib import Path
+from typing import Sequence, Union
+
+from alembic import op
+from sqlalchemy import text
+
+revision: str = "0025"
+down_revision: Union[str, None] = "0024"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+# Mirror of sidecar._NUMBERING_PREFIX. Kept inline so the migration is
+# self-contained (the operator's banked rule:
+# reference_postgres_enum_swap_drop_checks.md says migrations shouldn't
+# import from runtime app code).
+_NUMBERING_PREFIX = re.compile(r"^\d+_(.+)$")
+
+
+def _find_sidecar(media_path: Path) -> Path | None:
+    """gallery-dl writes the sidecar under the unprefixed stem
+    (`HOLLOW-ICHIGO.json`) while the media file gets a NN_ ordering
+    prefix (`01_HOLLOW-ICHIGO.png`). Try in order:
+      1. <stem>.json next to the media
+      2. <media>.json next to the media (full-name variant)
+      3. strip the NN_ prefix from the stem, then <stripped>.json
+    """
+    if not media_path:
+        return None
+    cand = media_path.with_suffix(".json")
+    if cand.is_file():
+        return cand
+    cand = media_path.parent / f"{media_path.name}.json"
+    if cand.is_file():
+        return cand
+    m = _NUMBERING_PREFIX.match(media_path.stem)
+    if m:
+        cand = media_path.parent / f"{m.group(1)}.json"
+        if cand.is_file():
+            return cand
+    return None
+
+
+def _str_id(v) -> str | None:
+    """str() a JSON scalar id; reject bool (JSON booleans are ints in
+    Python's eyes but they aren't valid sidecar ids)."""
+    if isinstance(v, bool):
+        return None
+    if isinstance(v, (str, int)) and str(v).strip():
+        return str(v).strip()
+    return None
+
+
+def _str_field(v) -> str | None:
+    if isinstance(v, str) and v.strip():
+        return v.strip()
+    return None
+
+
+def upgrade() -> None:
+    conn = op.get_bind()
+
+    # ── PART 1: Per-platform corrections requiring filesystem IO ─────
+    # SubscribeStar, HentaiFoundry, Discord all need fields from the
+    # sidecar to construct the right post_url. We walk each Post's
+    # related ImageRecord.path to find the sidecar, read it, derive,
+    # and update.
+    targets = conn.execute(text("""
+        SELECT p.id, p.external_post_id, p.post_url, s.platform
+        FROM post p
+        JOIN source s ON s.id = p.source_id
+        WHERE s.platform IN ('subscribestar', 'hentaifoundry', 'discord')
+    """)).fetchall()
+
+    stats: dict[str, dict[str, int]] = {
+        plat: {"read": 0, "updated": 0, "no_sidecar": 0}
+        for plat in ("subscribestar", "hentaifoundry", "discord")
+    }
+    for post_row in targets:
+        plat = post_row.platform
+        path = _first_attachment_path(conn, post_row.id)
+        if not path:
+            stats[plat]["no_sidecar"] += 1
+            continue
+        sidecar = _find_sidecar(Path(path))
+        if sidecar is None:
+            stats[plat]["no_sidecar"] += 1
+            continue
+        try:
+            data = json.loads(sidecar.read_text(encoding="utf-8"))
+        except (OSError, json.JSONDecodeError):
+            stats[plat]["no_sidecar"] += 1
+            continue
+        stats[plat]["read"] += 1
+
+        new_epid = post_row.external_post_id
+        new_url = None
+        if plat == "subscribestar":
+            pid = _str_id(data.get("post_id"))
+            if pid:
+                new_epid = pid
+                new_url = f"https://www.subscribestar.com/posts/{pid}"
+        elif plat == "hentaifoundry":
+            user = _str_field(data.get("user")) or _str_field(data.get("artist"))
+            idx = _str_id(data.get("index"))
+            if user and idx:
+                new_url = f"https://www.hentai-foundry.com/pictures/user/{user}/{idx}"
+        elif plat == "discord":
+            sid = _str_id(data.get("server_id"))
+            cid = _str_id(data.get("channel_id"))
+            mid = _str_id(data.get("message_id"))
+            if sid and cid and mid:
+                new_url = f"https://discord.com/channels/{sid}/{cid}/{mid}"
+
+        # Idempotent: skip if nothing changed.
+        if new_epid == post_row.external_post_id and new_url == post_row.post_url:
+            continue
+        conn.execute(
+            text("""
+                UPDATE post
+                SET external_post_id = :epid, post_url = :url
+                WHERE id = :id
+            """),
+            {"epid": new_epid, "url": new_url, "id": post_row.id},
+        )
+        stats[plat]["updated"] += 1
+
+    for plat, s in stats.items():
+        print(
+            f"0025: {plat} — read {s['read']} sidecars, "
+            f"updated {s['updated']} Posts, "
+            f"{s['no_sidecar']} Posts had no resolvable sidecar"
+        )
+
+    # ── PART 2: Merge SubscribeStar fragments now sharing epid ───────
+    # After Part 1, each group of Posts under one source with the SAME
+    # new external_post_id is a fragment-set of the same actual post.
+    # Merge to one canonical row. Pre-handle the same ImageProvenance
+    # collision pattern as alembic 0022 (uq_image_provenance_image_post).
+    fragment_groups = conn.execute(text("""
+        SELECT p.source_id, p.external_post_id,
+               ARRAY_AGG(p.id ORDER BY p.id ASC) AS post_ids
+        FROM post p
+        JOIN source s ON s.id = p.source_id
+        WHERE s.platform = 'subscribestar'
+          AND p.external_post_id IS NOT NULL
+        GROUP BY p.source_id, p.external_post_id
+        HAVING COUNT(*) > 1
+    """)).fetchall()
+
+    merged = 0
+    for grp in fragment_groups:
+        post_ids = list(grp.post_ids)
+        keep_id, *drop_ids = post_ids
+        for drop_id in drop_ids:
+            # Pre-DELETE colliding ImageProvenance under drop_ that
+            # already exist under keep (alembic 0022 banked the pattern).
+            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},
+            )
+            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("""
+                    UPDATE post_attachment SET post_id = :keep
+                    WHERE post_id = :drop_
+                """),
+                {"keep": keep_id, "drop_": drop_id},
+            )
+            conn.execute(
+                text("DELETE FROM post WHERE id = :drop_"),
+                {"drop_": drop_id},
+            )
+            merged += 1
+    print(f"0025: subscribestar — merged {merged} duplicate Post fragments")
+
+    # ── PART 3: Pixiv post_url backfill (pure SQL) ───────────────────
+    # Pixiv's external_post_id is already correct (gallery-dl's `id` is
+    # the post id). Only post_url needs derivation: replace anything
+    # under i.pximg.net (the file URL) with the /artworks/<id> permalink.
+    pixiv_updated = conn.execute(text("""
+        UPDATE post p
+        SET post_url = 'https://www.pixiv.net/artworks/' || p.external_post_id
+        FROM source s
+        WHERE p.source_id = s.id
+          AND s.platform = 'pixiv'
+          AND p.external_post_id IS NOT NULL
+          AND (p.post_url IS NULL
+               OR p.post_url LIKE 'https://i.pximg.net/%'
+               OR p.post_url LIKE 'http://i.pximg.net/%')
+    """)).rowcount
+    print(f"0025: pixiv — backfilled post_url on {pixiv_updated} Posts")
+
+
+def _first_attachment_path(conn, post_id: int) -> str | None:
+    """Return any ImageRecord.path attached to this post (via
+    ImageProvenance). Lowest-id row keeps the migration deterministic
+    so re-running on the same DB picks the same sidecar."""
+    row = conn.execute(
+        text("""
+            SELECT ir.path
+            FROM image_provenance ip
+            JOIN image_record ir ON ir.id = ip.image_record_id
+            WHERE ip.post_id = :pid
+            ORDER BY ip.id ASC
+            LIMIT 1
+        """),
+        {"pid": post_id},
+    ).first()
+    return row[0] if row else None
+
+
+def downgrade() -> None:
+    # Lossy: external_post_id values were overwritten with the correct
+    # post_id; original per-attachment ids weren't preserved. Post-merge
+    # also deleted drop rows. No safe restore. To roll back the schema
+    # invariant, fork from 0024 and re-run sidecar imports.
+    pass

alembic/versions/0087_baseline.py

@@ -1,872 +0,0 @@
-"""Collapsed baseline — the whole schema in one revision.
-
-Replaces revisions 0001..0087, which narrated the build-out of this project
-and were deleted in milestone 328 step 1. A new install creates the schema in
-one step instead of replaying that history.
-
-WHY THE REVISION ID IS "0087" AND NOT "0001"
---------------------------------------------
-It is deliberately the id of the LAST revision this baseline collapses, so an
-existing database needs no intervention at all:
-
-  * a fresh install finds current=none, head=0087, runs this file once, and
-    ends stamped at 0087.
-  * an existing install is ALREADY at 0087, so `alembic upgrade head` finds
-    current == head and does nothing.
-
-The alternative — numbering this 0001 and stamping every existing database —
-means running `alembic stamp` against live data, and stamp VALIDATES NOTHING.
-It writes a version string whether or not the schema actually matches, so a
-wrong baseline would be discovered later, by the next real migration, with no
-clean way back. Keeping the id removes that operation instead of making it
-safe. Future revisions continue at 0088.
-
-The one case this makes worse, and it fails LOUDLY rather than silently: a
-database still sitting between 0001 and 0086 (i.e. never upgraded to head)
-cannot be located in this chain and errors out. Upgrade to 0087 on a
-pre-squash build first, then take this one.
-
-WHAT IS HAND-WRITTEN HERE
--------------------------
-Most of this file is `alembic revision --autogenerate` output, but four
-things are NOT in SQLAlchemy metadata and the generator cannot produce them.
-Each fails differently, and none of them fail at generation time:
-
-  1. CREATE EXTENSION vector           (was 0001) — without it the VECTOR
-     columns below cannot be created at all.
-  2. CREATE EXTENSION tsm_system_rows  (was 0004) — used by the random-sample
-     query path; its absence surfaces only when that query runs.
-  3. The HNSW index on image_record.siglip_embedding (was 0036). Raw SQL
-     because alembic's create_index cannot express `USING hnsw (...
-     vector_cosine_ops)`. Its absence is the quietest failure of the four:
-     everything works, similarity search just stops using an index.
-  4. `import pgvector.sqlalchemy.vector`. Autogenerate EMITS references to
-     pgvector.sqlalchemy.vector.VECTOR but does not add the import, so the
-     generated file dies with NameError on first run.
-
-The acceptance test for this file is not that it reads correctly — it is
-`.forgejo/workflows/baseline.yml`, which builds a database from the old
-0001..0087 chain (read out of git) and one from this file, and diffs
-pg_dump --schema-only output. That is what proves nothing was missed.
-
-Revision ID: 0087
-Revises:
-Create Date: 2026-08-30
-
-"""
-from typing import Sequence, Union
-
-from alembic import op
-import sqlalchemy as sa
-from sqlalchemy.dialects import postgresql
-
-# Autogenerate references pgvector.sqlalchemy.vector.VECTOR without importing
-# it. Item 4 above.
-import pgvector.sqlalchemy.vector
-
-revision: str = "0087"
-down_revision: Union[str, None] = None
-branch_labels: Union[str, Sequence[str], None] = None
-depends_on: Union[str, Sequence[str], None] = None
-
-
-def upgrade() -> None:
-    # Extensions FIRST: the VECTOR columns below cannot be created without
-    # `vector`, so ordering here is load-bearing, not tidiness.
-    op.execute("CREATE EXTENSION IF NOT EXISTS vector")
-    op.execute("CREATE EXTENSION IF NOT EXISTS tsm_system_rows")
-
-    op.create_table('app_setting',
-    sa.Column('key', sa.String(length=64), nullable=False),
-    sa.Column('value', sa.Text(), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.PrimaryKeyConstraint('key', name=op.f('pk_app_setting'))
-    )
-    op.create_table('artist',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('name', sa.String(length=255), nullable=False),
-    sa.Column('slug', sa.String(length=255), nullable=False),
-    sa.Column('notes', sa.Text(), nullable=True),
-    sa.Column('is_subscription', sa.Boolean(), nullable=False),
-    sa.Column('auto_check', sa.Boolean(), nullable=False),
-    sa.Column('check_interval_seconds', sa.Integer(), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_artist')),
-    sa.UniqueConstraint('slug', name=op.f('uq_artist_slug'))
-    )
-    op.create_table('backup_run',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('kind', sa.String(length=16), nullable=False),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.Column('tag', sa.String(length=64), nullable=True),
-    sa.Column('triggered_by', sa.String(length=32), nullable=False),
-    sa.Column('started_at', sa.DateTime(timezone=True), nullable=False),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('sql_path', sa.Text(), nullable=True),
-    sa.Column('tar_path', sa.Text(), nullable=True),
-    sa.Column('size_bytes', sa.BigInteger(), nullable=True),
-    sa.Column('error', sa.Text(), nullable=True),
-    sa.Column('manifest', sa.JSON(), server_default='{}', nullable=False),
-    sa.Column('restored_from_id', sa.Integer(), nullable=True),
-    sa.ForeignKeyConstraint(['restored_from_id'], ['backup_run.id'], name=op.f('fk_backup_run_restored_from_id_backup_run'), ondelete='SET NULL'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_backup_run'))
-    )
-    op.create_index(op.f('ix_backup_run_finished_at'), 'backup_run', ['finished_at'], unique=False)
-    op.create_index(op.f('ix_backup_run_kind'), 'backup_run', ['kind'], unique=False)
-    op.create_index(op.f('ix_backup_run_started_at'), 'backup_run', ['started_at'], unique=False)
-    op.create_index(op.f('ix_backup_run_status'), 'backup_run', ['status'], unique=False)
-    op.create_index(op.f('ix_backup_run_tag'), 'backup_run', ['tag'], unique=False)
-    op.create_table('credential',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('platform', sa.String(length=64), nullable=False),
-    sa.Column('credential_type', sa.String(length=32), nullable=False),
-    sa.Column('encrypted_blob', sa.LargeBinary(), nullable=False),
-    sa.Column('captured_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('expires_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('last_verified', sa.DateTime(timezone=True), nullable=True),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_credential')),
-    sa.UniqueConstraint('platform', name=op.f('uq_credential_platform'))
-    )
-    op.create_table('head_auto_apply_run',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('dry_run', sa.Boolean(), nullable=False),
-    sa.Column('params', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.Column('started_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('n_applied', sa.Integer(), nullable=True),
-    sa.Column('report', postgresql.JSONB(astext_type=sa.Text()), nullable=True),
-    sa.Column('error', sa.Text(), nullable=True),
-    sa.Column('last_progress_at', sa.DateTime(timezone=True), nullable=True),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_head_auto_apply_run'))
-    )
-    op.create_index(op.f('ix_head_auto_apply_run_status'), 'head_auto_apply_run', ['status'], unique=False)
-    op.create_table('head_training_run',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('params', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.Column('started_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('n_trained', sa.Integer(), nullable=True),
-    sa.Column('n_skipped', sa.Integer(), nullable=True),
-    sa.Column('error', sa.Text(), nullable=True),
-    sa.Column('last_progress_at', sa.DateTime(timezone=True), nullable=True),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_head_training_run'))
-    )
-    op.create_index(op.f('ix_head_training_run_status'), 'head_training_run', ['status'], unique=False)
-    op.create_table('import_batch',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('triggered_by', sa.String(length=32), nullable=False),
-    sa.Column('source_path', sa.Text(), nullable=False),
-    sa.Column('scan_mode', sa.String(length=16), nullable=False),
-    sa.Column('started_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('total_files', sa.Integer(), nullable=False),
-    sa.Column('imported', sa.Integer(), nullable=False),
-    sa.Column('skipped', sa.Integer(), nullable=False),
-    sa.Column('failed', sa.Integer(), nullable=False),
-    sa.Column('attachments', sa.Integer(), nullable=False),
-    sa.Column('refreshed', sa.Integer(), nullable=False),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_import_batch'))
-    )
-    op.create_index(op.f('ix_import_batch_status'), 'import_batch', ['status'], unique=False)
-    op.create_table('import_settings',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('import_scan_path', sa.Text(), nullable=False),
-    sa.Column('min_width', sa.Integer(), nullable=False),
-    sa.Column('min_height', sa.Integer(), nullable=False),
-    sa.Column('skip_transparent', sa.Boolean(), nullable=False),
-    sa.Column('transparency_threshold', sa.Float(), nullable=False),
-    sa.Column('skip_single_color', sa.Boolean(), nullable=False),
-    sa.Column('single_color_threshold', sa.Float(), nullable=False),
-    sa.Column('single_color_tolerance', sa.Integer(), nullable=False),
-    sa.Column('phash_threshold', sa.Integer(), nullable=False),
-    sa.Column('download_rate_limit_seconds', sa.Float(), nullable=False),
-    sa.Column('download_validate_files', sa.Boolean(), nullable=False),
-    sa.Column('download_schedule_default_seconds', sa.Integer(), nullable=False),
-    sa.Column('download_event_retention_days', sa.Integer(), nullable=False),
-    sa.Column('download_failure_warning_threshold', sa.Integer(), nullable=False),
-    sa.Column('backup_db_nightly_enabled', sa.Boolean(), nullable=False),
-    sa.Column('backup_db_nightly_hour_utc', sa.Integer(), nullable=False),
-    sa.Column('backup_db_keep_last_n', sa.Integer(), nullable=False),
-    sa.Column('backup_images_keep_last_n', sa.Integer(), nullable=False),
-    sa.Column('series_suggest_enabled', sa.Boolean(), nullable=False),
-    sa.Column('series_suggest_threshold', sa.Float(), nullable=False),
-    sa.Column('extdl_mega_enabled', sa.Boolean(), server_default='true', nullable=False),
-    sa.Column('extdl_gdrive_enabled', sa.Boolean(), server_default='true', nullable=False),
-    sa.Column('extdl_mediafire_enabled', sa.Boolean(), server_default='true', nullable=False),
-    sa.Column('extdl_dropbox_enabled', sa.Boolean(), server_default='true', nullable=False),
-    sa.Column('extdl_pixeldrain_enabled', sa.Boolean(), server_default='true', nullable=False),
-    sa.Column('translation_enabled', sa.Boolean(), server_default='false', nullable=False),
-    sa.Column('interpreter_base_url', sa.Text(), server_default='', nullable=False),
-    sa.Column('translation_target_lang', sa.Text(), server_default='en', nullable=False),
-    sa.Column('translation_min_confidence', sa.Float(), server_default='0.9', nullable=False),
-    sa.Column('wip_title_tagging_enabled', sa.Boolean(), server_default='true', nullable=False),
-    sa.Column('wip_soft_title_tagging_enabled', sa.Boolean(), server_default='false', nullable=False),
-    sa.CheckConstraint('id = 1', name=op.f('ck_import_settings_singleton')),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_import_settings'))
-    )
-    op.create_table('library_audit_run',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('rule', sa.String(length=32), nullable=False),
-    sa.Column('params', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.Column('started_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('scanned_count', sa.Integer(), nullable=False),
-    sa.Column('matched_count', sa.Integer(), nullable=False),
-    sa.Column('matched_ids', postgresql.JSONB(astext_type=sa.Text()), nullable=False),
-    sa.Column('error', sa.Text(), nullable=True),
-    sa.Column('resume_after_id', sa.Integer(), nullable=False),
-    sa.Column('last_progress_at', sa.DateTime(timezone=True), nullable=True),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_library_audit_run'))
-    )
-    op.create_index(op.f('ix_library_audit_run_rule'), 'library_audit_run', ['rule'], unique=False)
-    op.create_index(op.f('ix_library_audit_run_status'), 'library_audit_run', ['status'], unique=False)
-    op.create_table('ml_settings',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('cpu_embed_enabled', sa.Boolean(), nullable=False),
-    sa.Column('video_frame_interval_seconds', sa.Float(), nullable=False),
-    sa.Column('video_max_frames', sa.Integer(), nullable=False),
-    sa.Column('head_min_positives', sa.Integer(), nullable=False),
-    sa.Column('head_auto_apply_precision', sa.Float(), nullable=False),
-    sa.Column('head_auto_apply_enabled', sa.Boolean(), nullable=False),
-    sa.Column('head_auto_apply_min_positives', sa.Integer(), nullable=False),
-    sa.Column('ccip_match_threshold', sa.Float(), nullable=False),
-    sa.Column('ccip_auto_apply_enabled', sa.Boolean(), nullable=False),
-    sa.Column('ccip_auto_apply_threshold', sa.Float(), nullable=False),
-    sa.Column('presentation_auto_apply_enabled', sa.Boolean(), nullable=False),
-    sa.Column('presentation_auto_apply_threshold', sa.Float(), nullable=False),
-    sa.Column('presentation_conflict_threshold', sa.Float(), nullable=False),
-    sa.Column('process_auto_apply_enabled', sa.Boolean(), nullable=False),
-    sa.Column('process_auto_apply_threshold', sa.Float(), nullable=False),
-    sa.Column('process_conflict_threshold', sa.Float(), nullable=False),
-    sa.Column('embedder_model_version', sa.String(length=128), nullable=False),
-    sa.Column('embedder_model_name', sa.String(length=128), nullable=False),
-    sa.Column('detector_person_enabled', sa.Boolean(), nullable=False),
-    sa.Column('detector_person_weights', sa.String(length=512), nullable=False),
-    sa.Column('detector_person_conf', sa.Float(), nullable=False),
-    sa.Column('detector_anatomy_enabled', sa.Boolean(), nullable=False),
-    sa.Column('detector_anatomy_weights', sa.String(length=512), nullable=False),
-    sa.Column('detector_anatomy_conf', sa.Float(), nullable=False),
-    sa.Column('detector_panel_enabled', sa.Boolean(), nullable=False),
-    sa.Column('detector_panel_weights', sa.String(length=512), nullable=False),
-    sa.Column('detector_panel_conf', sa.Float(), nullable=False),
-    sa.Column('detector_max_figures', sa.Integer(), nullable=False),
-    sa.Column('detector_max_components', sa.Integer(), nullable=False),
-    sa.Column('detector_max_panels', sa.Integer(), nullable=False),
-    sa.Column('detector_max_regions', sa.Integer(), nullable=False),
-    sa.Column('detector_dedupe_iou', sa.Float(), nullable=False),
-    sa.Column('ccip_ref_signature', sa.String(length=128), nullable=True),
-    sa.Column('ccip_prototype_cap', sa.Integer(), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.CheckConstraint('id = 1', name=op.f('ck_ml_settings_singleton')),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_ml_settings'))
-    )
-    op.create_table('tag',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('name', sa.String(length=255), nullable=False),
-    sa.Column('kind', sa.Enum('artist', 'character', 'fandom', 'general', 'series', 'archive', 'post', name='tag_kind'), nullable=False),
-    sa.Column('fandom_id', sa.Integer(), nullable=True),
-    sa.Column('is_system', sa.Boolean(), server_default=sa.text('false'), nullable=False),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.CheckConstraint("(fandom_id IS NULL) OR (kind = 'character')", name=op.f('ck_tag_ck_tag_fandom_requires_character')),
-    sa.ForeignKeyConstraint(['fandom_id'], ['tag.id'], name=op.f('fk_tag_fandom_id_tag'), ondelete='SET NULL'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_tag'))
-    )
-    op.create_index(op.f('ix_tag_fandom_id'), 'tag', ['fandom_id'], unique=False)
-    op.create_table('task_run',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('celery_task_id', sa.String(length=64), nullable=False),
-    sa.Column('queue', sa.String(length=32), nullable=False),
-    sa.Column('task_name', sa.String(length=128), nullable=False),
-    sa.Column('target_id', sa.Integer(), nullable=True),
-    sa.Column('started_at', sa.DateTime(timezone=True), nullable=False),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('duration_ms', sa.Integer(), nullable=True),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.Column('error_type', sa.String(length=128), nullable=True),
-    sa.Column('error_message', sa.Text(), nullable=True),
-    sa.Column('retry_count', sa.Integer(), nullable=True),
-    sa.Column('worker_hostname', sa.String(length=128), nullable=True),
-    sa.Column('args_summary', sa.String(length=255), nullable=True),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_task_run'))
-    )
-    op.create_index(op.f('ix_task_run_celery_task_id'), 'task_run', ['celery_task_id'], unique=False)
-    op.create_index(op.f('ix_task_run_finished_at'), 'task_run', ['finished_at'], unique=False)
-    op.create_index(op.f('ix_task_run_queue'), 'task_run', ['queue'], unique=False)
-    op.create_index(op.f('ix_task_run_started_at'), 'task_run', ['started_at'], unique=False)
-    op.create_index(op.f('ix_task_run_status'), 'task_run', ['status'], unique=False)
-    op.create_index(op.f('ix_task_run_task_name'), 'task_run', ['task_name'], unique=False)
-    op.create_table('artist_visit',
-    sa.Column('artist_id', sa.Integer(), nullable=False),
-    sa.Column('last_viewed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['artist_id'], ['artist.id'], name=op.f('fk_artist_visit_artist_id_artist'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('artist_id', name=op.f('pk_artist_visit'))
-    )
-    op.create_table('ccip_prototype_state',
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('fingerprint', sa.String(length=64), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_ccip_prototype_state_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('tag_id', name=op.f('pk_ccip_prototype_state'))
-    )
-    op.create_table('head_metric',
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('n_misfires', sa.Integer(), nullable=False),
-    sa.Column('n_underfires', sa.Integer(), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_head_metric_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('tag_id', name=op.f('pk_head_metric'))
-    )
-    op.create_table('head_metrics_snapshot',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('name', sa.String(length=255), nullable=False),
-    sa.Column('snapshot_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('n_auto_applied', sa.Integer(), nullable=False),
-    sa.Column('n_misfires', sa.Integer(), nullable=False),
-    sa.Column('n_underfires', sa.Integer(), nullable=False),
-    sa.Column('ap', sa.Float(), nullable=True),
-    sa.Column('precision_cv', sa.Float(), nullable=True),
-    sa.Column('recall', sa.Float(), nullable=True),
-    sa.Column('n_pos', sa.Integer(), nullable=True),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_head_metrics_snapshot_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_head_metrics_snapshot'))
-    )
-    op.create_index(op.f('ix_head_metrics_snapshot_snapshot_at'), 'head_metrics_snapshot', ['snapshot_at'], unique=False)
-    op.create_index(op.f('ix_head_metrics_snapshot_tag_id'), 'head_metrics_snapshot', ['tag_id'], unique=False)
-    op.create_table('source',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('artist_id', sa.Integer(), nullable=False),
-    sa.Column('platform', sa.String(length=64), nullable=False),
-    sa.Column('url', sa.Text(), nullable=False),
-    sa.Column('enabled', sa.Boolean(), nullable=False),
-    sa.Column('config_overrides', sa.JSON(), nullable=True),
-    sa.Column('last_checked_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('last_error', sa.Text(), nullable=True),
-    sa.Column('error_type', sa.String(length=32), nullable=True),
-    sa.Column('check_interval_override', sa.Integer(), nullable=True),
-    sa.Column('consecutive_failures', sa.Integer(), nullable=False),
-    sa.Column('backfill_runs_remaining', sa.Integer(), server_default='0', nullable=False),
-    sa.ForeignKeyConstraint(['artist_id'], ['artist.id'], name=op.f('fk_source_artist_id_artist'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_source'))
-    )
-    op.create_index(op.f('ix_source_artist_id'), 'source', ['artist_id'], unique=False)
-    op.create_index(op.f('ix_source_error_type'), 'source', ['error_type'], unique=False)
-    op.create_table('tag_alias',
-    sa.Column('alias_string', sa.String(length=255), nullable=False),
-    sa.Column('alias_category', sa.String(length=32), nullable=False),
-    sa.Column('canonical_tag_id', sa.Integer(), nullable=False),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['canonical_tag_id'], ['tag.id'], name=op.f('fk_tag_alias_canonical_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('alias_string', 'alias_category', name=op.f('pk_tag_alias'))
-    )
-    op.create_index(op.f('ix_tag_alias_canonical_tag_id'), 'tag_alias', ['canonical_tag_id'], unique=False)
-    op.create_table('tag_head',
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('embedding_version', sa.String(length=128), nullable=False),
-    sa.Column('weights', pgvector.sqlalchemy.vector.VECTOR(dim=1152), nullable=False),
-    sa.Column('bias', sa.Float(), nullable=False),
-    sa.Column('suggest_threshold', sa.Float(), nullable=False),
-    sa.Column('auto_apply_threshold', sa.Float(), nullable=True),
-    sa.Column('n_pos', sa.Integer(), nullable=False),
-    sa.Column('n_neg', sa.Integer(), nullable=False),
-    sa.Column('ap', sa.Float(), nullable=False),
-    sa.Column('precision_cv', sa.Float(), nullable=False),
-    sa.Column('recall', sa.Float(), nullable=False),
-    sa.Column('trained_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('train_fingerprint', sa.String(length=128), nullable=True),
-    sa.Column('metrics', postgresql.JSONB(astext_type=sa.Text()), nullable=True),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_tag_head_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('tag_id', name=op.f('pk_tag_head'))
-    )
-    op.create_table('patreon_failed_media',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=False),
-    sa.Column('filehash', sa.String(length=128), nullable=False),
-    sa.Column('attempts', sa.Integer(), nullable=False),
-    sa.Column('last_error', sa.Text(), nullable=True),
-    sa.Column('first_failed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('last_failed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_patreon_failed_media_source_id_source'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_patreon_failed_media')),
-    sa.UniqueConstraint('source_id', 'filehash', name='uq_patreon_failed_media_source_id')
-    )
-    op.create_index(op.f('ix_patreon_failed_media_source_id'), 'patreon_failed_media', ['source_id'], unique=False)
-    op.create_table('patreon_seen_media',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=False),
-    sa.Column('filehash', sa.String(length=128), nullable=False),
-    sa.Column('post_id', sa.String(length=64), nullable=True),
-    sa.Column('seen_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_patreon_seen_media_source_id_source'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_patreon_seen_media')),
-    sa.UniqueConstraint('source_id', 'filehash', name='uq_patreon_seen_media_source_id')
-    )
-    op.create_index(op.f('ix_patreon_seen_media_source_id'), 'patreon_seen_media', ['source_id'], unique=False)
-    op.create_table('pixiv_failed_media',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=False),
-    sa.Column('filehash', sa.String(length=128), nullable=False),
-    sa.Column('attempts', sa.Integer(), nullable=False),
-    sa.Column('last_error', sa.Text(), nullable=True),
-    sa.Column('first_failed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('last_failed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_pixiv_failed_media_source_id_source'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_pixiv_failed_media')),
-    sa.UniqueConstraint('source_id', 'filehash', name='uq_pixiv_failed_media_source_id')
-    )
-    op.create_index(op.f('ix_pixiv_failed_media_source_id'), 'pixiv_failed_media', ['source_id'], unique=False)
-    op.create_table('pixiv_seen_media',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=False),
-    sa.Column('filehash', sa.String(length=128), nullable=False),
-    sa.Column('post_id', sa.String(length=64), nullable=True),
-    sa.Column('seen_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_pixiv_seen_media_source_id_source'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_pixiv_seen_media')),
-    sa.UniqueConstraint('source_id', 'filehash', name='uq_pixiv_seen_media_source_id')
-    )
-    op.create_index(op.f('ix_pixiv_seen_media_source_id'), 'pixiv_seen_media', ['source_id'], unique=False)
-    op.create_table('post',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=True),
-    sa.Column('artist_id', sa.Integer(), nullable=False),
-    sa.Column('external_post_id', sa.String(length=128), nullable=False),
-    sa.Column('post_url', sa.Text(), nullable=True),
-    sa.Column('post_title', sa.Text(), nullable=True),
-    sa.Column('post_date', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('raw_metadata', sa.JSON(), nullable=True),
-    sa.Column('description', sa.Text(), nullable=True),
-    sa.Column('attachment_count', sa.Integer(), nullable=True),
-    sa.Column('post_title_translated', sa.Text(), nullable=True),
-    sa.Column('description_translated', sa.Text(), nullable=True),
-    sa.Column('translated_source_lang', sa.String(length=8), nullable=True),
-    sa.Column('translation_engine_version', sa.String(length=128), nullable=True),
-    sa.Column('translated_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('translation_override', sa.String(length=16), server_default='auto', nullable=False),
-    sa.Column('downloaded_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.CheckConstraint("translation_override IN ('auto', 'force', 'original')", name=op.f('ck_post_ck_post_translation_override')),
-    sa.ForeignKeyConstraint(['artist_id'], ['artist.id'], name=op.f('fk_post_artist_id_artist'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_post_source_id_source'), ondelete='SET NULL'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_post')),
-    sa.UniqueConstraint('source_id', 'external_post_id', name='uq_post_source_external_id')
-    )
-    op.create_index(op.f('ix_post_artist_id'), 'post', ['artist_id'], unique=False)
-    op.create_index(op.f('ix_post_source_id'), 'post', ['source_id'], unique=False)
-    op.create_table('subscribestar_failed_media',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=False),
-    sa.Column('filehash', sa.String(length=128), nullable=False),
-    sa.Column('attempts', sa.Integer(), nullable=False),
-    sa.Column('last_error', sa.Text(), nullable=True),
-    sa.Column('first_failed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('last_failed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_subscribestar_failed_media_source_id_source'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_subscribestar_failed_media')),
-    sa.UniqueConstraint('source_id', 'filehash', name='uq_subscribestar_failed_media_source_id')
-    )
-    op.create_index(op.f('ix_subscribestar_failed_media_source_id'), 'subscribestar_failed_media', ['source_id'], unique=False)
-    op.create_table('subscribestar_seen_media',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=False),
-    sa.Column('filehash', sa.String(length=128), nullable=False),
-    sa.Column('post_id', sa.String(length=64), nullable=True),
-    sa.Column('seen_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_subscribestar_seen_media_source_id_source'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_subscribestar_seen_media')),
-    sa.UniqueConstraint('source_id', 'filehash', name='uq_subscribestar_seen_media_source_id')
-    )
-    op.create_index(op.f('ix_subscribestar_seen_media_source_id'), 'subscribestar_seen_media', ['source_id'], unique=False)
-    op.create_table('download_event',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=False),
-    sa.Column('post_id', sa.Integer(), nullable=True),
-    sa.Column('status', sa.String(length=32), nullable=False),
-    sa.Column('started_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('bytes_downloaded', sa.BigInteger(), nullable=False),
-    sa.Column('files_count', sa.Integer(), nullable=False),
-    sa.Column('error', sa.Text(), nullable=True),
-    sa.Column('metadata', postgresql.JSONB(astext_type=sa.Text()), server_default=sa.text("'{}'::jsonb"), nullable=False),
-    sa.ForeignKeyConstraint(['post_id'], ['post.id'], name=op.f('fk_download_event_post_id_post'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_download_event_source_id_source'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_download_event'))
-    )
-    op.create_index(op.f('ix_download_event_post_id'), 'download_event', ['post_id'], unique=False)
-    op.create_index(op.f('ix_download_event_source_id'), 'download_event', ['source_id'], unique=False)
-    op.create_table('image_record',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('path', sa.Text(), nullable=False),
-    sa.Column('sha256', sa.String(length=64), nullable=False),
-    sa.Column('phash', sa.String(length=32), nullable=True),
-    sa.Column('size_bytes', sa.BigInteger(), nullable=False),
-    sa.Column('mime', sa.String(length=64), nullable=False),
-    sa.Column('width', sa.Integer(), nullable=True),
-    sa.Column('height', sa.Integer(), nullable=True),
-    sa.Column('duration_seconds', sa.Float(), nullable=True),
-    sa.Column('integrity_status', sa.String(length=24), nullable=False),
-    sa.Column('thumbnail_path', sa.Text(), nullable=True),
-    sa.Column('source_url', sa.Text(), nullable=True),
-    sa.Column('source_filehash', sa.String(length=32), nullable=True),
-    sa.Column('origin', sa.Enum('downloaded', 'imported_filesystem', 'uploaded', name='origin_enum'), nullable=False),
-    sa.Column('primary_post_id', sa.Integer(), nullable=True),
-    sa.Column('artist_id', sa.Integer(), nullable=True),
-    sa.Column('siglip_embedding', pgvector.sqlalchemy.vector.VECTOR(dim=1152), nullable=True),
-    sa.Column('siglip_model_version', sa.String(length=128), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('effective_date', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('earliest_post_date', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['artist_id'], ['artist.id'], name=op.f('fk_image_record_artist_id_artist'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['primary_post_id'], ['post.id'], name=op.f('fk_image_record_primary_post_id_post'), ondelete='SET NULL'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_image_record')),
-    sa.UniqueConstraint('path', name=op.f('uq_image_record_path'))
-    )
-    op.create_index(op.f('ix_image_record_artist_id'), 'image_record', ['artist_id'], unique=False)
-    op.create_index(op.f('ix_image_record_integrity_status'), 'image_record', ['integrity_status'], unique=False)
-    op.create_index(op.f('ix_image_record_phash'), 'image_record', ['phash'], unique=False)
-    op.create_index(op.f('ix_image_record_primary_post_id'), 'image_record', ['primary_post_id'], unique=False)
-    op.create_index(op.f('ix_image_record_sha256'), 'image_record', ['sha256'], unique=True)
-    op.create_index(op.f('ix_image_record_source_filehash'), 'image_record', ['source_filehash'], unique=False)
-    op.create_table('post_attachment',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('post_id', sa.Integer(), nullable=True),
-    sa.Column('artist_id', sa.Integer(), nullable=True),
-    sa.Column('sha256', sa.String(length=64), nullable=False),
-    sa.Column('path', sa.Text(), nullable=False),
-    sa.Column('original_filename', sa.Text(), nullable=False),
-    sa.Column('ext', sa.String(length=32), nullable=False),
-    sa.Column('mime', sa.String(length=128), nullable=True),
-    sa.Column('size_bytes', sa.BigInteger(), nullable=False),
-    sa.Column('captured_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['artist_id'], ['artist.id'], name=op.f('fk_post_attachment_artist_id_artist'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['post_id'], ['post.id'], name=op.f('fk_post_attachment_post_id_post'), ondelete='SET NULL'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_post_attachment'))
-    )
-    op.create_index(op.f('ix_post_attachment_artist_id'), 'post_attachment', ['artist_id'], unique=False)
-    op.create_index(op.f('ix_post_attachment_post_id'), 'post_attachment', ['post_id'], unique=False)
-    op.create_index(op.f('ix_post_attachment_sha256'), 'post_attachment', ['sha256'], unique=False)
-    op.create_index('uq_post_attachment_null_post_sha', 'post_attachment', ['sha256'], unique=True, postgresql_where=sa.text('post_id IS NULL'))
-    op.create_index('uq_post_attachment_post_sha', 'post_attachment', ['post_id', 'sha256'], unique=True, postgresql_where=sa.text('post_id IS NOT NULL'))
-    op.create_table('series_suggestion',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('post_id', sa.Integer(), nullable=False),
-    sa.Column('series_tag_id', sa.Integer(), nullable=False),
-    sa.Column('score', sa.Float(), nullable=False),
-    sa.Column('signals', sa.JSON(), nullable=True),
-    sa.Column('status', sa.String(length=16), server_default='pending', nullable=False),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['post_id'], ['post.id'], name=op.f('fk_series_suggestion_post_id_post'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['series_tag_id'], ['tag.id'], name=op.f('fk_series_suggestion_series_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_series_suggestion')),
-    sa.UniqueConstraint('post_id', 'series_tag_id', name='uq_series_suggestion_post_series')
-    )
-    op.create_index(op.f('ix_series_suggestion_post_id'), 'series_suggestion', ['post_id'], unique=False)
-    op.create_index(op.f('ix_series_suggestion_series_tag_id'), 'series_suggestion', ['series_tag_id'], unique=False)
-    op.create_index(op.f('ix_series_suggestion_status'), 'series_suggestion', ['status'], unique=False)
-    op.create_table('external_link',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('post_id', sa.Integer(), nullable=False),
-    sa.Column('artist_id', sa.Integer(), nullable=True),
-    sa.Column('host', sa.String(length=16), nullable=False),
-    sa.Column('url', sa.Text(), nullable=False),
-    sa.Column('label', sa.Text(), nullable=True),
-    sa.Column('status', sa.String(length=16), server_default='pending', nullable=False),
-    sa.Column('attempts', sa.Integer(), server_default=sa.text('0'), nullable=False),
-    sa.Column('last_error', sa.Text(), nullable=True),
-    sa.Column('attachment_id', sa.Integer(), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('completed_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('duration_seconds', sa.Float(), nullable=True),
-    sa.ForeignKeyConstraint(['artist_id'], ['artist.id'], name=op.f('fk_external_link_artist_id_artist'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['attachment_id'], ['post_attachment.id'], name=op.f('fk_external_link_attachment_id_post_attachment'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['post_id'], ['post.id'], name=op.f('fk_external_link_post_id_post'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_external_link'))
-    )
-    op.create_index(op.f('ix_external_link_artist_id'), 'external_link', ['artist_id'], unique=False)
-    op.create_index(op.f('ix_external_link_post_id'), 'external_link', ['post_id'], unique=False)
-    op.create_index('ix_external_link_status', 'external_link', ['status'], unique=False)
-    op.create_index('uq_external_link_post_url', 'external_link', ['post_id', 'url'], unique=True)
-    op.create_table('gpu_job',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('image_record_id', sa.Integer(), nullable=False),
-    sa.Column('task', sa.String(length=32), nullable=False),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.Column('lease_token', sa.String(length=64), nullable=True),
-    sa.Column('leased_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('lease_expires_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('attempts', sa.Integer(), nullable=False),
-    sa.Column('error', sa.Text(), nullable=True),
-    sa.Column('triage_status', sa.String(length=16), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['image_record_id'], ['image_record.id'], name=op.f('fk_gpu_job_image_record_id_image_record'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_gpu_job'))
-    )
-    op.create_index(op.f('ix_gpu_job_image_record_id'), 'gpu_job', ['image_record_id'], unique=False)
-    op.create_index('ix_gpu_job_leased_expires', 'gpu_job', ['lease_expires_at'], unique=False, postgresql_where=sa.text("status = 'leased'"))
-    op.create_index('ix_gpu_job_pending', 'gpu_job', ['id'], unique=False, postgresql_where=sa.text("status = 'pending'"))
-    op.create_index(op.f('ix_gpu_job_status'), 'gpu_job', ['status'], unique=False)
-    op.create_table('image_provenance',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('image_record_id', sa.Integer(), nullable=False),
-    sa.Column('post_id', sa.Integer(), nullable=False),
-    sa.Column('source_id', sa.Integer(), nullable=True),
-    sa.Column('from_attachment_id', sa.Integer(), nullable=True),
-    sa.Column('captured_metadata', sa.JSON(), nullable=True),
-    sa.Column('captured_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['from_attachment_id'], ['post_attachment.id'], name=op.f('fk_image_provenance_from_attachment_id_post_attachment'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['image_record_id'], ['image_record.id'], name=op.f('fk_image_provenance_image_record_id_image_record'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['post_id'], ['post.id'], name=op.f('fk_image_provenance_post_id_post'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['source_id'], ['source.id'], name=op.f('fk_image_provenance_source_id_source'), ondelete='SET NULL'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_image_provenance')),
-    sa.UniqueConstraint('image_record_id', 'post_id', name='uq_image_provenance_image_post')
-    )
-    op.create_index(op.f('ix_image_provenance_from_attachment_id'), 'image_provenance', ['from_attachment_id'], unique=False)
-    op.create_index(op.f('ix_image_provenance_image_record_id'), 'image_provenance', ['image_record_id'], unique=False)
-    op.create_index(op.f('ix_image_provenance_post_id'), 'image_provenance', ['post_id'], unique=False)
-    op.create_index(op.f('ix_image_provenance_source_id'), 'image_provenance', ['source_id'], unique=False)
-    op.create_table('image_region',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('image_record_id', sa.Integer(), nullable=False),
-    sa.Column('kind', sa.String(length=16), nullable=False),
-    sa.Column('frame_time', sa.Float(), nullable=True),
-    sa.Column('rx', sa.Float(), nullable=False),
-    sa.Column('ry', sa.Float(), nullable=False),
-    sa.Column('rw', sa.Float(), nullable=False),
-    sa.Column('rh', sa.Float(), nullable=False),
-    sa.Column('score', sa.Float(), nullable=True),
-    sa.Column('detector_version', sa.String(length=64), nullable=True),
-    sa.Column('crop_version', sa.String(length=64), nullable=True),
-    sa.Column('embedding_version', sa.String(length=128), nullable=True),
-    sa.Column('ccip_embedding', pgvector.sqlalchemy.vector.VECTOR(dim=768), nullable=True),
-    sa.Column('siglip_embedding', pgvector.sqlalchemy.vector.VECTOR(dim=1152), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['image_record_id'], ['image_record.id'], name=op.f('fk_image_region_image_record_id_image_record'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_image_region'))
-    )
-    op.create_index(op.f('ix_image_region_image_record_id'), 'image_region', ['image_record_id'], unique=False)
-    op.create_table('image_tag',
-    sa.Column('image_record_id', sa.Integer(), nullable=False),
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('source', sa.String(length=32), nullable=False),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['image_record_id'], ['image_record.id'], name=op.f('fk_image_tag_image_record_id_image_record'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_image_tag_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('image_record_id', 'tag_id', name=op.f('pk_image_tag'))
-    )
-    op.create_table('import_task',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('batch_id', sa.Integer(), nullable=False),
-    sa.Column('source_path', sa.Text(), nullable=False),
-    sa.Column('task_type', sa.String(length=16), nullable=False),
-    sa.Column('status', sa.String(length=16), nullable=False),
-    sa.Column('recovery_count', sa.Integer(), nullable=False),
-    sa.Column('refetched', sa.Boolean(), nullable=False),
-    sa.Column('result_image_id', sa.Integer(), nullable=True),
-    sa.Column('error', sa.Text(), nullable=True),
-    sa.Column('size_bytes', sa.BigInteger(), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('started_at', sa.DateTime(timezone=True), nullable=True),
-    sa.Column('finished_at', sa.DateTime(timezone=True), nullable=True),
-    sa.ForeignKeyConstraint(['batch_id'], ['import_batch.id'], name=op.f('fk_import_task_batch_id_import_batch'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['result_image_id'], ['image_record.id'], name=op.f('fk_import_task_result_image_id_image_record'), ondelete='SET NULL'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_import_task'))
-    )
-    op.create_index(op.f('ix_import_task_batch_id'), 'import_task', ['batch_id'], unique=False)
-    op.create_index(op.f('ix_import_task_status'), 'import_task', ['status'], unique=False)
-    op.create_table('presentation_review',
-    sa.Column('image_record_id', sa.Integer(), nullable=False),
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('conflict_tag_id', sa.Integer(), nullable=True),
-    sa.Column('conflict_score', sa.Float(), nullable=False),
-    sa.Column('mode', sa.String(length=16), server_default='chrome', nullable=False),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('resolved_at', sa.DateTime(timezone=True), nullable=True),
-    sa.ForeignKeyConstraint(['conflict_tag_id'], ['tag.id'], name=op.f('fk_presentation_review_conflict_tag_id_tag'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['image_record_id'], ['image_record.id'], name=op.f('fk_presentation_review_image_record_id_image_record'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_presentation_review_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('image_record_id', 'tag_id', name=op.f('pk_presentation_review'))
-    )
-    op.create_table('series_page',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('series_tag_id', sa.Integer(), nullable=False),
-    sa.Column('image_id', sa.Integer(), nullable=False),
-    sa.Column('status', sa.String(length=16), server_default='placed', nullable=False),
-    sa.Column('page_number', sa.Integer(), nullable=True),
-    sa.Column('stated_page', sa.Integer(), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['image_id'], ['image_record.id'], name=op.f('fk_series_page_image_id_image_record'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['series_tag_id'], ['tag.id'], name=op.f('fk_series_page_series_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_series_page')),
-    sa.UniqueConstraint('image_id', name=op.f('uq_series_page_image_id'))
-    )
-    op.create_index(op.f('ix_series_page_series_tag_id'), 'series_page', ['series_tag_id'], unique=False)
-    op.create_table('tag_positive_confirmation',
-    sa.Column('image_record_id', sa.Integer(), nullable=False),
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('confirmed_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['image_record_id'], ['image_record.id'], name=op.f('fk_tag_positive_confirmation_image_record_id_image_record'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_tag_positive_confirmation_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('image_record_id', 'tag_id', name=op.f('pk_tag_positive_confirmation'))
-    )
-    op.create_index(op.f('ix_tag_positive_confirmation_tag_id'), 'tag_positive_confirmation', ['tag_id'], unique=False)
-    op.create_table('tag_suggestion_rejection',
-    sa.Column('image_record_id', sa.Integer(), nullable=False),
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('rejected_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['image_record_id'], ['image_record.id'], name=op.f('fk_tag_suggestion_rejection_image_record_id_image_record'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_tag_suggestion_rejection_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('image_record_id', 'tag_id', name=op.f('pk_tag_suggestion_rejection'))
-    )
-    op.create_index(op.f('ix_tag_suggestion_rejection_tag_id'), 'tag_suggestion_rejection', ['tag_id'], unique=False)
-    op.create_table('character_prototype',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('tag_id', sa.Integer(), nullable=False),
-    sa.Column('ccip_embedding', pgvector.sqlalchemy.vector.VECTOR(dim=768), nullable=False),
-    sa.Column('region_id', sa.Integer(), nullable=True),
-    sa.ForeignKeyConstraint(['region_id'], ['image_region.id'], name=op.f('fk_character_prototype_region_id_image_region'), ondelete='SET NULL'),
-    sa.ForeignKeyConstraint(['tag_id'], ['tag.id'], name=op.f('fk_character_prototype_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_character_prototype'))
-    )
-    op.create_index(op.f('ix_character_prototype_tag_id'), 'character_prototype', ['tag_id'], unique=False)
-    op.create_table('series_chapter',
-    sa.Column('id', sa.Integer(), nullable=False),
-    sa.Column('series_tag_id', sa.Integer(), nullable=False),
-    sa.Column('anchor_page_id', sa.Integer(), nullable=False),
-    sa.Column('title', sa.Text(), nullable=True),
-    sa.Column('stated_part', sa.Integer(), nullable=True),
-    sa.Column('created_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.Column('updated_at', sa.DateTime(timezone=True), server_default=sa.text('now()'), nullable=False),
-    sa.ForeignKeyConstraint(['anchor_page_id'], ['series_page.id'], name=op.f('fk_series_chapter_anchor_page_id_series_page'), ondelete='CASCADE'),
-    sa.ForeignKeyConstraint(['series_tag_id'], ['tag.id'], name=op.f('fk_series_chapter_series_tag_id_tag'), ondelete='CASCADE'),
-    sa.PrimaryKeyConstraint('id', name=op.f('pk_series_chapter')),
-    sa.UniqueConstraint('anchor_page_id', name=op.f('uq_series_chapter_anchor_page_id'))
-    )
-    op.create_index(op.f('ix_series_chapter_series_tag_id'), 'series_chapter', ['series_tag_id'], unique=False)
-
-    # The HNSW index, item 3 above. Must match the query's cosine-distance
-    # operator class or the planner will not use it.
-    op.execute(
-        "CREATE INDEX ix_image_record_siglip_hnsw "
-        "ON image_record USING hnsw (siglip_embedding vector_cosine_ops)"
-    )
-
-
-def downgrade() -> None:
-    # Dropping image_record takes its indexes with it, so the HNSW index needs
-    # no separate drop. The extensions are deliberately left in place: they are
-    # database-scoped and something else may be using them.
-    op.drop_index(op.f('ix_series_chapter_series_tag_id'), table_name='series_chapter')
-    op.drop_table('series_chapter')
-    op.drop_index(op.f('ix_character_prototype_tag_id'), table_name='character_prototype')
-    op.drop_table('character_prototype')
-    op.drop_index(op.f('ix_tag_suggestion_rejection_tag_id'), table_name='tag_suggestion_rejection')
-    op.drop_table('tag_suggestion_rejection')
-    op.drop_index(op.f('ix_tag_positive_confirmation_tag_id'), table_name='tag_positive_confirmation')
-    op.drop_table('tag_positive_confirmation')
-    op.drop_index(op.f('ix_series_page_series_tag_id'), table_name='series_page')
-    op.drop_table('series_page')
-    op.drop_table('presentation_review')
-    op.drop_index(op.f('ix_import_task_status'), table_name='import_task')
-    op.drop_index(op.f('ix_import_task_batch_id'), table_name='import_task')
-    op.drop_table('import_task')
-    op.drop_table('image_tag')
-    op.drop_index(op.f('ix_image_region_image_record_id'), table_name='image_region')
-    op.drop_table('image_region')
-    op.drop_index(op.f('ix_image_provenance_source_id'), table_name='image_provenance')
-    op.drop_index(op.f('ix_image_provenance_post_id'), table_name='image_provenance')
-    op.drop_index(op.f('ix_image_provenance_image_record_id'), table_name='image_provenance')
-    op.drop_index(op.f('ix_image_provenance_from_attachment_id'), table_name='image_provenance')
-    op.drop_table('image_provenance')
-    op.drop_index(op.f('ix_gpu_job_status'), table_name='gpu_job')
-    op.drop_index('ix_gpu_job_pending', table_name='gpu_job', postgresql_where=sa.text("status = 'pending'"))
-    op.drop_index('ix_gpu_job_leased_expires', table_name='gpu_job', postgresql_where=sa.text("status = 'leased'"))
-    op.drop_index(op.f('ix_gpu_job_image_record_id'), table_name='gpu_job')
-    op.drop_table('gpu_job')
-    op.drop_index('uq_external_link_post_url', table_name='external_link')
-    op.drop_index('ix_external_link_status', table_name='external_link')
-    op.drop_index(op.f('ix_external_link_post_id'), table_name='external_link')
-    op.drop_index(op.f('ix_external_link_artist_id'), table_name='external_link')
-    op.drop_table('external_link')
-    op.drop_index(op.f('ix_series_suggestion_status'), table_name='series_suggestion')
-    op.drop_index(op.f('ix_series_suggestion_series_tag_id'), table_name='series_suggestion')
-    op.drop_index(op.f('ix_series_suggestion_post_id'), table_name='series_suggestion')
-    op.drop_table('series_suggestion')
-    op.drop_index('uq_post_attachment_post_sha', table_name='post_attachment', postgresql_where=sa.text('post_id IS NOT NULL'))
-    op.drop_index('uq_post_attachment_null_post_sha', table_name='post_attachment', postgresql_where=sa.text('post_id IS NULL'))
-    op.drop_index(op.f('ix_post_attachment_sha256'), table_name='post_attachment')
-    op.drop_index(op.f('ix_post_attachment_post_id'), table_name='post_attachment')
-    op.drop_index(op.f('ix_post_attachment_artist_id'), table_name='post_attachment')
-    op.drop_table('post_attachment')
-    op.drop_index(op.f('ix_image_record_source_filehash'), table_name='image_record')
-    op.drop_index(op.f('ix_image_record_sha256'), table_name='image_record')
-    op.drop_index(op.f('ix_image_record_primary_post_id'), table_name='image_record')
-    op.drop_index(op.f('ix_image_record_phash'), table_name='image_record')
-    op.drop_index(op.f('ix_image_record_integrity_status'), table_name='image_record')
-    op.drop_index(op.f('ix_image_record_artist_id'), table_name='image_record')
-    op.drop_table('image_record')
-    op.drop_index(op.f('ix_download_event_source_id'), table_name='download_event')
-    op.drop_index(op.f('ix_download_event_post_id'), table_name='download_event')
-    op.drop_table('download_event')
-    op.drop_index(op.f('ix_subscribestar_seen_media_source_id'), table_name='subscribestar_seen_media')
-    op.drop_table('subscribestar_seen_media')
-    op.drop_index(op.f('ix_subscribestar_failed_media_source_id'), table_name='subscribestar_failed_media')
-    op.drop_table('subscribestar_failed_media')
-    op.drop_index(op.f('ix_post_source_id'), table_name='post')
-    op.drop_index(op.f('ix_post_artist_id'), table_name='post')
-    op.drop_table('post')
-    op.drop_index(op.f('ix_pixiv_seen_media_source_id'), table_name='pixiv_seen_media')
-    op.drop_table('pixiv_seen_media')
-    op.drop_index(op.f('ix_pixiv_failed_media_source_id'), table_name='pixiv_failed_media')
-    op.drop_table('pixiv_failed_media')
-    op.drop_index(op.f('ix_patreon_seen_media_source_id'), table_name='patreon_seen_media')
-    op.drop_table('patreon_seen_media')
-    op.drop_index(op.f('ix_patreon_failed_media_source_id'), table_name='patreon_failed_media')
-    op.drop_table('patreon_failed_media')
-    op.drop_table('tag_head')
-    op.drop_index(op.f('ix_tag_alias_canonical_tag_id'), table_name='tag_alias')
-    op.drop_table('tag_alias')
-    op.drop_index(op.f('ix_source_error_type'), table_name='source')
-    op.drop_index(op.f('ix_source_artist_id'), table_name='source')
-    op.drop_table('source')
-    op.drop_index(op.f('ix_head_metrics_snapshot_tag_id'), table_name='head_metrics_snapshot')
-    op.drop_index(op.f('ix_head_metrics_snapshot_snapshot_at'), table_name='head_metrics_snapshot')
-    op.drop_table('head_metrics_snapshot')
-    op.drop_table('head_metric')
-    op.drop_table('ccip_prototype_state')
-    op.drop_table('artist_visit')
-    op.drop_index(op.f('ix_task_run_task_name'), table_name='task_run')
-    op.drop_index(op.f('ix_task_run_status'), table_name='task_run')
-    op.drop_index(op.f('ix_task_run_started_at'), table_name='task_run')
-    op.drop_index(op.f('ix_task_run_queue'), table_name='task_run')
-    op.drop_index(op.f('ix_task_run_finished_at'), table_name='task_run')
-    op.drop_index(op.f('ix_task_run_celery_task_id'), table_name='task_run')
-    op.drop_table('task_run')
-    op.drop_index(op.f('ix_tag_fandom_id'), table_name='tag')
-    op.drop_table('tag')
-    op.drop_table('ml_settings')
-    op.drop_index(op.f('ix_library_audit_run_status'), table_name='library_audit_run')
-    op.drop_index(op.f('ix_library_audit_run_rule'), table_name='library_audit_run')
-    op.drop_table('library_audit_run')
-    op.drop_table('import_settings')
-    op.drop_index(op.f('ix_import_batch_status'), table_name='import_batch')
-    op.drop_table('import_batch')
-    op.drop_index(op.f('ix_head_training_run_status'), table_name='head_training_run')
-    op.drop_table('head_training_run')
-    op.drop_index(op.f('ix_head_auto_apply_run_status'), table_name='head_auto_apply_run')
-    op.drop_table('head_auto_apply_run')
-    op.drop_table('credential')
-    op.drop_index(op.f('ix_backup_run_tag'), table_name='backup_run')
-    op.drop_index(op.f('ix_backup_run_status'), table_name='backup_run')
-    op.drop_index(op.f('ix_backup_run_started_at'), table_name='backup_run')
-    op.drop_index(op.f('ix_backup_run_kind'), table_name='backup_run')
-    op.drop_index(op.f('ix_backup_run_finished_at'), table_name='backup_run')
-    op.drop_table('backup_run')
-    op.drop_table('artist')
-    op.drop_table('app_setting')

backend/app/__init__.py

@@ -33,23 +33,12 @@ def create_app() -> Quart:
 
     app = Quart(__name__)
     app.secret_key = cfg.secret_key
-
-    # Stream files in 4 MiB chunks instead of Quart's 8 KiB default. The image
-    # library lives on a CIFS/SMB share (mounted rsize=4 MiB), so 8 KiB reads
-    # meant ~19k network round-trips for one large original — 30–58s downloads
-    # that starved both the GPU agent and the browser (operator-flagged
-    # 2026-07-01). 4 MiB matches the mount's read size → one round-trip per read,
-    # ~500× fewer. buffer_size is the MAX read, so small thumbnails still read in
-    # a single gulp, and Range/mime/ETag/conditional handling lives on Response,
-    # so this keeps all of it. Guarded so a future Quart-internal change can't
-    # break boot — worst case we fall back to the slow default.
-    try:
-        from quart.wrappers.response import FileBody
-        FileBody.buffer_size = 4 * 1024 * 1024
-    except Exception:
-        logging.getLogger(__name__).warning(
-            "could not raise FileBody.buffer_size — file serving stays on 8 KiB chunks"
-        )
+    # FC-5: legacy IR ingest JSON can run to tens of MB (hundreds of
+    # thousands of image_tag_associations). Werkzeug's default form
+    # memory cap is 500KB; raise both ceilings so the multipart upload
+    # for /api/migrate/ir_ingest doesn't 413.
+    app.config["MAX_CONTENT_LENGTH"] = 1024 * 1024 * 1024   # 1 GB
+    app.config["MAX_FORM_MEMORY_SIZE"] = 1024 * 1024 * 1024  # 1 GB
 
     for bp in all_blueprints():
         app.register_blueprint(bp)

backend/app/api/__init__.py

@@ -16,18 +16,17 @@ api_bp.add_url_rule("/health", view_func=health.get_health, methods=["GET"])
 def all_blueprints() -> list[Blueprint]:
     from .admin import admin_bp
     from .aliases import aliases_bp
+    from .allowlist import allowlist_bp
     from .artist import artist_bp
     from .artists import artists_bp
     from .attachments import attachments_bp
-    from .ccip import ccip_bp
     from .cleanup import cleanup_bp
     from .credentials import credentials_bp
     from .downloads import downloads_bp
     from .extension import extension_bp
     from .gallery import gallery_bp
-    from .gpu import gpu_bp
-    from .heads import heads_bp
     from .import_admin import import_admin_bp
+    from .migrate import migrate_bp
     from .ml_admin import ml_admin_bp
     from .platforms import platforms_bp
     from .posts import posts_bp
@@ -55,11 +54,10 @@ def all_blueprints() -> list[Blueprint]:
         admin_bp,
         cleanup_bp,
         import_admin_bp,
+        migrate_bp,
         suggestions_bp,
+        allowlist_bp,
         aliases_bp,
-        heads_bp,
-        gpu_bp,
-        ccip_bp,
         ml_admin_bp,
         thumbnails_bp,
         sources_bp,

backend/app/api/_responses.py

@@ -1,16 +0,0 @@
-"""Shared API response helpers."""
-
-from quart import jsonify
-
-
-def error_response(
-    error: str, *, status: int = 400, detail: str | None = None, **extra,
-):
-    """JSON error body + HTTP status. `detail` is included only when given;
-    `extra` keys are merged into the body. Returns the (response, status)
-    tuple Quart expects. Imported as `_bad` by the blueprints."""
-    body = {"error": error}
-    if detail is not None:
-        body["detail"] = detail
-    body.update(extra)
-    return jsonify(body), status

backend/app/api/admin.py

@@ -1,13 +1,11 @@
 """FC-3k: /api/admin — destructive admin actions.
 
-Action surfaces:
+Five action surfaces:
   POST   /api/admin/artists/<slug>/cascade-delete  (Tier C)
   POST   /api/admin/images/bulk-delete             (Tier C)
   DELETE /api/admin/tags/<int:tag_id>              (Tier B)
   POST   /api/admin/tags/<int:dest_id>/merge       (Tier B)
   POST   /api/admin/tags/prune-unused              (Tier A)
-  POST   /api/admin/posts/prune-bare               (Tier A)
-  POST   /api/admin/posts/refetch-external         (Tier A)
   GET    /api/admin/tags/<int:tag_id>/usage-count  (helper)
 
 Tier-C ops take a dry_run body flag (returns projection inline,
@@ -20,16 +18,21 @@ from __future__ import annotations
 import hashlib
 
 from quart import Blueprint, jsonify, request
-from sqlalchemy import select, text
+from sqlalchemy import select
 
 from ..extensions import get_session
-from ..models import Artist, Post
+from ..models import Artist
 from ..services.cleanup_service import project_artist_cascade, project_bulk_image_delete
-from ._responses import error_response as _bad
 
 admin_bp = Blueprint("admin", __name__, url_prefix="/api/admin")
 
 
+def _bad(error: str, *, status: int = 400, **extra):
+    body = {"error": error}
+    body.update(extra)
+    return jsonify(body), status
+
+
 def _bulk_image_confirm_token(image_ids: list[int]) -> str:
     """Stable 8-hex token derived from the sorted id list. Mutates
     when the selection changes; stays the same across modal opens of
@@ -39,31 +42,6 @@ def _bulk_image_confirm_token(image_ids: list[int]) -> str:
     return digest[:8]
 
 
-async def _run_dry_run_op(service_fn, **service_kwargs):
-    """Shared body for the Tier-A dry-run/apply endpoints: read the `dry_run`
-    flag, run the cleanup_service predicate under `run_sync`, and return its
-    result dict. The SAME `service_fn` drives both preview and apply (the flag
-    just toggles), so a handler physically can't let its preview diverge from
-    its delete (rule 93). Default False preserves the existing contract — the UI
-    always passes `dry_run` explicitly (true to preview, false to apply). Extra
-    service kwargs (e.g. `source_id`) pass straight through."""
-    body = await request.get_json(silent=True) or {}
-    dry_run = bool(body.get("dry_run", False))
-    async with get_session() as session:
-        result = await session.run_sync(
-            lambda sync_sess: service_fn(sync_sess, dry_run=dry_run, **service_kwargs)
-        )
-    return jsonify(result)
-
-
-def _queued(async_result):
-    """Standard 202 for an operator-triggered maintenance task: hand the UI the
-    Celery task id so it can tail /maintenance/task-result (or the activity
-    dashboard) for the summary. (trigger_vacuum stays bespoke — the UI doesn't
-    poll it, so it returns no task id.)"""
-    return jsonify({"task_id": async_result.id, "status": "queued"}), 202
-
-
 @admin_bp.route("/artists/<slug>/cascade-delete", methods=["POST"])
 async def artist_cascade_delete(slug: str):
     body = await request.get_json(silent=True) or {}
@@ -156,10 +134,6 @@ async def tag_delete(tag_id: int):
             )
         except LookupError:
             return _bad("not_found", status=404)
-        except ValueError as exc:
-            # System tags (#128) — the training-hygiene machinery keys on
-            # these rows.
-            return _bad("system_tag", detail=str(exc))
     return jsonify(result)
 
 
@@ -175,30 +149,6 @@ async def tag_merge(dest_id: int):
     if not isinstance(source_id, int) or source_id == dest_id:
         return _bad("invalid_source_id", detail="source_id must be int and differ from dest")
 
-    # dry_run: non-mutating preview (counts + sample) so the operator can
-    # confirm the target before the irreversible merge (#8, rule 93 parity).
-    if body.get("dry_run"):
-        async with get_session() as session:
-            try:
-                p = await TagService(session).merge_preview(
-                    source_id=source_id, target_id=dest_id,
-                )
-            except TagValidationError as exc:
-                return _bad("tag_not_found", status=404, detail=str(exc))
-        return jsonify({
-            "preview": {
-                "source_id": p.source_id, "source_name": p.source_name,
-                "target_id": p.target_id, "target_name": p.target_name,
-                "compatible": p.compatible,
-                "images_moving": p.images_moving,
-                "images_already_on_target": p.images_already_on_target,
-                "source_total": p.source_total,
-                "series_pages": p.series_pages,
-                "will_alias": p.will_alias,
-                "sample_thumbnails": p.sample_thumbnails,
-            },
-        })
-
     async with get_session() as session:
         try:
             result = await TagService(session).merge(
@@ -246,277 +196,13 @@ async def tags_prune_unused():
     re-call with dry_run=false."""
     from ..services.cleanup_service import prune_unused_tags
 
-    return await _run_dry_run_op(prune_unused_tags)
-
-
-@admin_bp.route("/posts/prune-bare", methods=["POST"])
-async def posts_prune_bare():
-    """Tier-A: delete bare posts — Post rows with no linked images (primary OR
-    provenance) and no attachments. Dry-run preview list IS the prompt: UI calls
-    with dry_run=true first, shows the count + sample, operator confirms by
-    re-calling with dry_run=false. Same preview/apply-parity predicate as the
-    prune itself, so the preview can't diverge from the delete."""
-    from ..services.cleanup_service import prune_bare_posts
-
-    return await _run_dry_run_op(prune_bare_posts)
-
-
-@admin_bp.route("/posts/reconcile-duplicates", methods=["POST"])
-async def posts_reconcile_duplicates():
-    """Tier-A: unify duplicate post rows for the same real post — the gallery-dl
-    (attachment-id) + native (post-id) duplicates — onto ONE post-id-keyed keeper,
-    moving image/provenance/attachment/link rows over. Images are untouched.
-    dry_run=true returns {groups, posts_to_merge, sample}; dry_run=false applies
-    and returns {groups, merged, sample}. Optional source_id scopes to one source.
-    Same find_duplicate_post_groups predicate drives preview + apply (rule 93)."""
-    from ..services.cleanup_service import reconcile_duplicate_posts
-
-    body = await request.get_json(silent=True) or {}
-    raw_source = body.get("source_id")
-    try:
-        source_id = int(raw_source) if raw_source is not None else None
-    except (TypeError, ValueError):
-        return _bad("invalid_source_id", detail="source_id must be an integer")
-
-    return await _run_dry_run_op(reconcile_duplicate_posts, source_id=source_id)
-
-
-@admin_bp.route("/posts/refetch-external", methods=["POST"])
-async def posts_refetch_external():
-    """Surgical re-fetch of a post's external file-host links (operator
-    2026-07-03): the normal cadence never re-walks deep back-catalogue posts,
-    so a deleted external file only comes back by resetting its ExternalLink
-    row(s) — this endpoint does that per post and dispatches the fetches.
-    Sha-dedupe discards payload files that still exist, so only what's
-    missing lands. Body: {external_post_id: str, source_id?: int (to
-    disambiguate the same external id across sources)}."""
-    from ..services.external_links import refetch_links_for_post
-
-    body = await request.get_json(silent=True) or {}
-    ext_id = str(body.get("external_post_id") or "").strip()
-    if not ext_id:
-        return _bad("missing_external_post_id",
-                    detail="external_post_id is required")
-    raw_source = body.get("source_id")
-    try:
-        source_id = int(raw_source) if raw_source is not None else None
-    except (TypeError, ValueError):
-        return _bad("invalid_source_id", detail="source_id must be an integer")
-
-    async with get_session() as session:
-        stmt = select(Post.id).where(Post.external_post_id == ext_id)
-        if source_id is not None:
-            stmt = stmt.where(Post.source_id == source_id)
-        post_ids = (await session.execute(stmt)).scalars().all()
-        if not post_ids:
-            return _bad("post_not_found", status=404,
-                        detail=f"no post with external_post_id {ext_id!r}")
-        results = {}
-        for pid in post_ids:
-            results[str(pid)] = await session.run_sync(
-                lambda s, p=pid: refetch_links_for_post(s, p)
-            )
-    return jsonify({"posts": results})
-
-
-def _reset_content_confirm_token(projection: dict) -> str:
-    """Stable 8-hex token derived from the live counts (mirrors the Tier-C
-    bulk-delete token): it changes whenever the data changes, so the apply can
-    only ever run against numbers the operator just previewed."""
-    canon = f"reset-content:{projection.get('count')}:{projection.get('applications')}"
-    return hashlib.sha256(canon.encode("utf-8")).hexdigest()[:8]
-
-
-@admin_bp.route("/tags/reset-content", methods=["POST"])
-async def tags_reset_content():
-    """Full-instance reset of the CONTENT vocabulary: deletes ALL general +
-    character tags and their image applications — INCLUDING the examples the
-    tagging heads learned from. Suggestions do NOT repopulate on their own
-    (the Camie predictions that once did are long retired): the operator
-    re-tags from scratch and the heads retrain from the new signal. fandom +
-    series tags + series_page ordering are preserved.
-
-    Deliberately Tier-C-gated despite the Tier-A shape (operator 2026-07-02:
-    the full reset stays, but behind extra steps): dry_run returns the
-    projection + a `confirm` token derived from the live counts; the apply
-    must echo that token back or it is rejected."""
-    from ..services.cleanup_service import reset_content_tagging
-
     body = await request.get_json(silent=True) or {}
     dry_run = bool(body.get("dry_run", False))
+
     async with get_session() as session:
-        projection = await session.run_sync(
-            lambda s: reset_content_tagging(s, dry_run=True)
-        )
-        token = _reset_content_confirm_token(projection)
-        if dry_run:
-            projection["confirm"] = token
-            return jsonify(projection)
-        if str(body.get("confirm", "")) != token:
-            return _bad(
-                "confirm_mismatch",
-                detail="run a fresh preview and echo its confirm token",
-            )
         result = await session.run_sync(
-            lambda s: reset_content_tagging(s, dry_run=False)
+            lambda sync_sess: prune_unused_tags(
+                sync_sess, dry_run=dry_run,
+            )
         )
     return jsonify(result)
-
-
-@admin_bp.route("/tags/normalize", methods=["POST"])
-async def tags_normalize():
-    """#714: retro-normalize existing tags to the #701 canonical form (Title
-    Case + collapsed whitespace) and merge case/whitespace-variant duplicates.
-
-    dry_run=true (default) returns a projection inline — group/collision/rename
-    counts + a sample of the changes — so the UI shows exactly what'll happen.
-    dry_run=false dispatches the long-running maintenance task (the merge FK
-    repoints can touch many tags); the UI tails the activity dashboard for the
-    summary. Idempotent; back up first (the merges are irreversible)."""
-    from ..services.tag_service import normalize_existing_tags
-
-    body = await request.get_json(silent=True) or {}
-    dry_run = bool(body.get("dry_run", True))
-
-    if dry_run:
-        async with get_session() as session:
-            result = await normalize_existing_tags(session, dry_run=True)
-        return jsonify(result)
-
-    from ..tasks.admin import normalize_tags_task
-
-    async_result = normalize_tags_task.delay()
-    return _queued(async_result)
-
-
-@admin_bp.route("/maintenance/db-stats", methods=["GET"])
-async def db_stats():
-    """Per-table bloat readout (pg_stat_user_tables) for the high-churn tables
-    so the operator can see when a VACUUM is worth running."""
-    from ..tasks.maintenance import VACUUM_TABLES
-
-    wanted = set(VACUUM_TABLES)
-    async with get_session() as session:
-        rows = (await session.execute(text(
-            "SELECT relname, n_live_tup, n_dead_tup, last_vacuum, "
-            "last_autovacuum, last_analyze FROM pg_stat_user_tables"
-        ))).all()
-
-    def _iso(v):
-        return v.isoformat() if v is not None else None
-
-    out = []
-    for r in rows:
-        if r.relname not in wanted:
-            continue
-        live = r.n_live_tup or 0
-        dead = r.n_dead_tup or 0
-        total = live + dead
-        out.append({
-            "table": r.relname,
-            "live": live,
-            "dead": dead,
-            "dead_pct": round(100 * dead / total, 1) if total else 0.0,
-            "last_vacuum": _iso(r.last_vacuum),
-            "last_autovacuum": _iso(r.last_autovacuum),
-            "last_analyze": _iso(r.last_analyze),
-        })
-    out.sort(key=lambda t: t["dead"], reverse=True)
-    return jsonify({"tables": out})
-
-
-@admin_bp.route("/maintenance/vacuum", methods=["POST"])
-async def trigger_vacuum():
-    """Operator-triggered VACUUM (ANALYZE) over the high-churn tables — the
-    same maintenance-queue task the weekly Beat schedule runs."""
-    from ..tasks.maintenance import vacuum_analyze
-
-    vacuum_analyze.delay()
-    return jsonify({"status": "queued"}), 202
-
-
-@admin_bp.route("/maintenance/reextract-archives", methods=["POST"])
-async def trigger_reextract_archives():
-    """Operator-triggered re-extract (#713): PostAttachments that are actually
-    archives but were filed opaquely (pre magic-byte gate) get extracted and
-    their members linked to the post. Idempotent; runs on the maintenance queue."""
-    from ..tasks.admin import reextract_archive_attachments_task
-
-    async_result = reextract_archive_attachments_task.delay()
-    return _queued(async_result)
-
-
-@admin_bp.route("/maintenance/prune-missing-files", methods=["POST"])
-async def trigger_prune_missing_files():
-    """Operator-triggered orphan repair (#859): delete ImageRecords whose backing
-    file is gone from disk (e.g. left by the external-attach unlink bug), so they
-    stop 404-ing on playback. The task aborts WITHOUT deleting if a large fraction
-    of files look missing (a filesystem/NFS stall). Maintenance queue;
-    operator-triggered only — never an unattended sweep."""
-    from ..tasks.admin import prune_missing_file_records_task
-
-    async_result = prune_missing_file_records_task.delay()
-    return _queued(async_result)
-
-
-@admin_bp.route("/maintenance/reclaim-attachments", methods=["POST"])
-async def trigger_reclaim_attachments():
-    """Reclaim orphaned attachments (#3068). Body {"dry_run": bool}: dry_run
-    (the DEFAULT here) projects the orphan rows and unreferenced store blobs
-    without touching either; dry_run=false deletes the rows then unlinks every
-    blob no surviving row references. Maintenance queue; operator-triggered
-    only — never an unattended sweep, since the apply unlinks files. Returns the
-    Celery task id — poll /maintenance/task-result/<id> for the summary."""
-    from ..tasks.admin import reclaim_orphaned_attachments_task
-
-    body = await request.get_json(silent=True) or {}
-    dry_run = bool(body.get("dry_run", True))  # default to the SAFE preview
-    async_result = reclaim_orphaned_attachments_task.delay(dry_run=dry_run)
-    return _queued(async_result)
-
-
-@admin_bp.route("/maintenance/dedup-videos", methods=["POST"])
-async def trigger_dedup_videos():
-    """Tier-1 video dedup (#871). Body {"dry_run": bool}: dry_run=true previews
-    what would be removed (groups / redundant count / reclaimable bytes) WITHOUT
-    deleting; dry_run=false applies it (re-link posts to the keeper, then delete
-    the redundant copies). Either way it first re-probes NULL-duration videos so
-    the existing library participates. Returns the Celery task id — poll
-    /maintenance/task-result/<id> for the summary."""
-    from ..tasks.admin import dedup_videos_task
-
-    body = await request.get_json(silent=True) or {}
-    dry_run = bool(body.get("dry_run", True))  # default to the SAFE preview
-    async_result = dedup_videos_task.delay(dry_run=dry_run)
-    return _queued(async_result)
-
-
-@admin_bp.route("/maintenance/purge-gated-previews", methods=["POST"])
-async def trigger_purge_gated_previews():
-    """Cleanup (#874 follow-up). Body {"dry_run": bool}: dry_run=true previews how
-    many blurred locked-preview images (grabbed from tier-gated Patreon posts
-    before the fix) would be removed WITHOUT deleting; dry_run=false applies it.
-    Re-walks every enabled Patreon source read-only and matches by content hash, so
-    real content downloaded when access existed is provably spared. Returns the
-    Celery task id — poll /maintenance/task-result/<id> for the summary."""
-    from ..tasks.admin import purge_gated_previews_task
-
-    body = await request.get_json(silent=True) or {}
-    dry_run = bool(body.get("dry_run", True))  # default to the SAFE preview
-    async_result = purge_gated_previews_task.delay(dry_run=dry_run)
-    return _queued(async_result)
-
-
-@admin_bp.route("/maintenance/task-result/<task_id>", methods=["GET"])
-async def maintenance_task_result(task_id: str):
-    """Poll a maintenance Celery task's result (the summary dict it returns).
-    Used by the video-dedup card to show the dry-run projection before apply."""
-    from ..celery_app import celery
-
-    res = celery.AsyncResult(task_id)
-    ready = res.ready()
-    return jsonify({
-        "ready": ready,
-        "successful": res.successful() if ready else None,
-        "result": res.result if (ready and res.successful()) else None,
-    })

backend/app/api/allowlist.py

@@ -0,0 +1,59 @@
+"""Allowlist API: list, adjust threshold, remove."""
+
+from quart import Blueprint, jsonify, request
+
+from ..extensions import get_session
+from ..models import TagAllowlist
+from ..services.ml.allowlist import AllowlistService
+
+allowlist_bp = Blueprint("allowlist", __name__, url_prefix="/api")
+
+
+@allowlist_bp.route("/allowlist", methods=["GET"])
+async def list_allowlist():
+    async with get_session() as session:
+        rows = await AllowlistService(session).list_all()
+    return jsonify(
+        [
+            {
+                "tag_id": r.tag_id,
+                "tag_name": r.tag_name,
+                "tag_kind": r.tag_kind,
+                "min_confidence": r.min_confidence,
+            }
+            for r in rows
+        ]
+    )
+
+
+@allowlist_bp.route("/tags/<int:tag_id>/allowlist", methods=["GET"])
+async def get_one(tag_id: int):
+    async with get_session() as session:
+        row = await session.get(TagAllowlist, tag_id)
+    if row is None:
+        return jsonify({"error": "not on allowlist"}), 404
+    return jsonify(
+        {"min_confidence": row.min_confidence, "added_at": row.added_at.isoformat()}
+    )
+
+
+@allowlist_bp.route("/tags/<int:tag_id>/allowlist", methods=["PATCH"])
+async def patch_threshold(tag_id: int):
+    body = await request.get_json()
+    if not body or "min_confidence" not in body:
+        return jsonify({"error": "min_confidence required"}), 400
+    mc = float(body["min_confidence"])
+    if not (0 < mc <= 1):
+        return jsonify({"error": "min_confidence must be in (0, 1]"}), 400
+    async with get_session() as session:
+        await AllowlistService(session).update_threshold(tag_id, mc)
+        await session.commit()
+    return "", 204
+
+
+@allowlist_bp.route("/tags/<int:tag_id>/allowlist", methods=["DELETE"])
+async def remove(tag_id: int):
+    async with get_session() as session:
+        await AllowlistService(session).remove(tag_id)
+        await session.commit()
+    return "", 204

backend/app/api/artists.py

@@ -31,24 +31,6 @@ async def create_or_get():
     }), 201
 
 
-@artists_bp.route("/<int:artist_id>", methods=["PATCH"])
-async def rename(artist_id: int):
-    """Rename an artist's DISPLAY NAME (#130). Name only — the slug and every
-    on-disk path stay put, so this is instant and safe. Name is non-unique."""
-    body = await request.get_json()
-    if not isinstance(body, dict) or not isinstance(body.get("name"), str):
-        return jsonify({"error": "invalid_body"}), 400
-    async with get_session() as session:
-        svc = ArtistService(session)
-        try:
-            artist = await svc.rename(artist_id, body["name"])
-        except ValueError as exc:
-            return jsonify({"error": "empty_name", "detail": str(exc)}), 400
-        if artist is None:
-            return jsonify({"error": "not_found"}), 404
-        return jsonify({"id": artist.id, "name": artist.name, "slug": artist.slug})
-
-
 @artists_bp.route("/autocomplete", methods=["GET"])
 async def autocomplete():
     q = request.args.get("q") or ""

backend/app/api/ccip.py

@@ -1,124 +0,0 @@
-"""CCIP / region observability API (#114) — read-only, analysis-shaped.
-
-So the work can be checked through an API as the agent fills in vectors: overall
-coverage (regions by kind, how many images have figure CCIP vectors, which
-characters have enough reference examples to match on) + a per-image drill-down
-(its regions + the CCIP character matches it would get). Mirrors the heads
-metrics endpoint; no GPU, just reads what's stored.
-"""
-
-from quart import Blueprint, jsonify
-from sqlalchemy import distinct, func, select
-
-from ..extensions import get_session
-from ..models import ImageRegion, Tag, TagKind
-from ..models.tag import image_tag
-from ..services.ml.ccip import match_image
-
-ccip_bp = Blueprint("ccip", __name__, url_prefix="/api/ccip")
-
-_FIGURE_KINDS = ("face", "figure")
-
-
-@ccip_bp.route("/overview", methods=["GET"])
-async def overview():
-    async with get_session() as session:
-        by_kind = dict(
-            (
-                await session.execute(
-                    select(ImageRegion.kind, func.count()).group_by(ImageRegion.kind)
-                )
-            ).all()
-        )
-        images_with_figure_ccip = (
-            await session.execute(
-                select(func.count(distinct(ImageRegion.image_record_id)))
-                .where(ImageRegion.kind.in_(_FIGURE_KINDS))
-                .where(ImageRegion.ccip_embedding.is_not(None))
-            )
-        ).scalar_one()
-        # Concept-crop (SigLIP bag) coverage — how far the back-catalogue embed
-        # has progressed, so the max-over-bag scorer's reach is checkable.
-        images_with_concept_siglip = (
-            await session.execute(
-                select(func.count(distinct(ImageRegion.image_record_id)))
-                .where(ImageRegion.kind == "concept")
-                .where(ImageRegion.siglip_embedding.is_not(None))
-            )
-        ).scalar_one()
-        # Per-character reference counts (no vectors loaded) — which characters
-        # have enough examples to match on.
-        ref_rows = (
-            await session.execute(
-                select(image_tag.c.tag_id, Tag.name, func.count())
-                .select_from(ImageRegion)
-                .join(
-                    image_tag,
-                    image_tag.c.image_record_id == ImageRegion.image_record_id,
-                )
-                .join(Tag, Tag.id == image_tag.c.tag_id)
-                .where(Tag.kind == TagKind.character)
-                .where(ImageRegion.kind.in_(_FIGURE_KINDS))
-                .where(ImageRegion.ccip_embedding.is_not(None))
-                .group_by(image_tag.c.tag_id, Tag.name)
-                .order_by(func.count().desc())
-            )
-        ).all()
-        versions = [
-            v for (v,) in (
-                await session.execute(
-                    select(distinct(ImageRegion.embedding_version))
-                )
-            ).all() if v
-        ]
-        auto_applied = (
-            await session.execute(
-                select(func.count()).select_from(image_tag).where(
-                    image_tag.c.source == "ccip_auto"
-                )
-            )
-        ).scalar_one()
-    return jsonify({
-        "regions_by_kind": by_kind,
-        "images_with_figure_ccip": images_with_figure_ccip,
-        "images_with_concept_siglip": images_with_concept_siglip,
-        "characters_with_references": len(ref_rows),
-        "character_references": [
-            {"tag_id": t, "name": n, "n_refs": c} for (t, n, c) in ref_rows
-        ],
-        "embedding_versions": versions,
-        "auto_applied": auto_applied,
-    })
-
-
-@ccip_bp.route("/images/<int:image_id>", methods=["GET"])
-async def image_detail(image_id: int):
-    """An image's stored regions + the CCIP character matches it would get —
-    for spot-checking the agent's output + the matcher."""
-    async with get_session() as session:
-        regions = (
-            await session.execute(
-                select(ImageRegion)
-                .where(ImageRegion.image_record_id == image_id)
-                .order_by(ImageRegion.id)
-            )
-        ).scalars().all()
-        matches = await match_image(session, image_id)
-    return jsonify({
-        "image_id": image_id,
-        "regions": [
-            {
-                "id": r.id,
-                "kind": r.kind,
-                "bbox": [r.rx, r.ry, r.rw, r.rh],
-                "frame_time": r.frame_time,
-                "score": r.score,
-                "detector_version": r.detector_version,
-                "embedding_version": r.embedding_version,
-                "has_ccip": r.ccip_embedding is not None,
-                "has_siglip": r.siglip_embedding is not None,
-            }
-            for r in regions
-        ],
-        "ccip_matches": matches,
-    })

backend/app/api/cleanup.py

@@ -31,13 +31,18 @@ from sqlalchemy import select
 from ..extensions import get_session
 from ..models import LibraryAuditRun
 from ..services import cleanup_service
-from ._responses import error_response as _bad
 
 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.
@@ -154,15 +159,12 @@ async def audit_history():
         limit = min(int(request.args.get("limit", "20")), 100)
     except ValueError:
         return _bad("invalid_limit")
-    # Optional rule filter so a card can reconnect to ITS latest run on mount
-    # (?rule=transparency&limit=1) — the audit survives navigation; the UI
-    # rehydrates from this rather than losing the in-flight scan.
-    rule = request.args.get("rule") or None
     async with get_session() as session:
-        stmt = select(LibraryAuditRun).order_by(LibraryAuditRun.id.desc())
-        if rule is not None:
-            stmt = stmt.where(LibraryAuditRun.rule == rule)
-        rows = (await session.execute(stmt.limit(limit))).scalars().all()
+        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]})
 
 

backend/app/api/credentials.py

@@ -20,7 +20,6 @@ from ..services.credential_service import (
     UnknownPlatformError,
     WrongAuthTypeError,
 )
-from ._responses import error_response as _bad
 
 credentials_bp = Blueprint("credentials", __name__, url_prefix="/api/credentials")
 
@@ -39,6 +38,14 @@ def _get_crypto() -> CredentialCrypto:
     return _crypto
 
 
+def _bad(error: str, *, status: int = 400, detail: str | None = None, **extra):
+    body = {"error": error}
+    if detail is not None:
+        body["detail"] = detail
+    body.update(extra)
+    return jsonify(body), status
+
+
 async def _ext_key_ok(session) -> bool:
     """If X-Extension-Key is supplied, it must match the stored value.
     Missing header → True (browser path; accepted per homelab posture).
@@ -117,58 +124,3 @@ async def delete_credential(platform: str):
         except LookupError:
             return _bad("not_found", status=404)
     return "", 204
-
-
-@credentials_bp.route("/<platform>/verify", methods=["POST"])
-async def verify_credential(platform: str):
-    """Test the stored credential against one of the platform's enabled sources,
-    WITHOUT downloading. Routes through the platform's backend
-    (download_backends.verify_credential) — native ingester for Patreon, an
-    authenticated API page; gallery-dl --simulate for the rest. On success
-    stamps last_verified. Returns {valid: bool|null, reason, last_verified?};
-    valid=null means "couldn't test" (no credential, no enabled source, or an
-    inconclusive network/drift result)."""
-    from ..models import Artist, Source
-    from ..services.download_backends import verify_source_credential
-
-    async with get_session() as session:
-        if not await _ext_key_ok(session):
-            return _bad("unauthorized", status=401)
-        svc = CredentialService(session, _get_crypto())
-        record = await svc.get(platform)
-        if record is None:
-            return jsonify({"valid": None, "reason": "No credential stored for this platform."})
-
-        # Pick an enabled source for this platform to point the probe at.
-        row = (await session.execute(
-            select(Source, Artist)
-            .join(Artist, Artist.id == Source.artist_id)
-            .where(Source.platform == platform, Source.enabled.is_(True))
-            .order_by(Source.id.asc())
-        )).first()
-        if row is None:
-            return jsonify({
-                "valid": None,
-                "reason": "No enabled source for this platform to verify against — add a subscription first.",
-            })
-        source, artist = row
-
-        cookies_path = await svc.get_cookies_path(platform)
-        auth_token = await svc.get_token(platform)
-
-    ok, message = await verify_source_credential(
-        platform=platform,
-        url=source.url,
-        artist_slug=artist.slug,
-        config_overrides=source.config_overrides or {},
-        cookies_path=str(cookies_path) if cookies_path else None,
-        auth_token=auth_token,
-        images_root=Path("/images"),
-    )
-
-    last_verified = None
-    if ok:
-        async with get_session() as session:
-            ts = await CredentialService(session, _get_crypto()).mark_verified(platform)
-            last_verified = ts.isoformat() if ts else None
-    return jsonify({"valid": ok, "reason": message, "last_verified": last_verified})

backend/app/api/downloads.py

@@ -44,9 +44,6 @@ def _list_record(event: DownloadEvent, source: Source | None, artist: Artist | N
         "bytes_downloaded": event.bytes_downloaded,
         "error": event.error,
         "summary": _summary_from_metadata(event.metadata_),
-        # plan #709: mid-walk live counts for a RUNNING native-ingester event
-        # (None otherwise; phase 3 overwrites metadata with run_stats on finish).
-        "live": (event.metadata_ or {}).get("live"),
     }
 
 
@@ -129,54 +126,6 @@ async def downloads_stats():
     return jsonify(out)
 
 
-@downloads_bp.route("/activity", methods=["GET"])
-async def downloads_activity():
-    """Hourly download-event counts over the last `?hours=` (default 24).
-
-    Returns a fixed-length, oldest-first bucket array so the UI can render
-    a sparkline directly. Bucketing is done in Python against UTC to dodge
-    session-timezone ambiguity in SQL date_trunc.
-    """
-    try:
-        hours = int(request.args.get("hours", "24"))
-    except ValueError:
-        return jsonify({"error": "invalid_hours"}), 400
-    hours = max(1, min(168, hours))
-
-    now = datetime.now(UTC)
-    end = now.replace(minute=0, second=0, microsecond=0)
-    start = end - timedelta(hours=hours - 1)
-    buckets = [
-        {"hour": (start + timedelta(hours=i)).isoformat(),
-         "ok": 0, "error": 0, "other": 0, "total": 0}
-        for i in range(hours)
-    ]
-
-    async with get_session() as session:
-        rows = (await session.execute(
-            select(DownloadEvent.started_at, DownloadEvent.status)
-            .where(DownloadEvent.started_at >= start)
-        )).all()
-
-    for started_at, status in rows:
-        if started_at is None:
-            continue
-        sa = started_at if started_at.tzinfo else started_at.replace(tzinfo=UTC)
-        idx = int((sa - start).total_seconds() // 3600)
-        if not (0 <= idx < hours):
-            continue
-        b = buckets[idx]
-        if status == "ok":
-            b["ok"] += 1
-        elif status == "error":
-            b["error"] += 1
-        else:
-            b["other"] += 1
-        b["total"] += 1
-
-    return jsonify({"hours": hours, "buckets": buckets})
-
-
 @downloads_bp.route("/<int:event_id>", methods=["GET"])
 async def get_download(event_id: int):
     async with get_session() as session:
@@ -190,20 +139,3 @@ async def get_download(event_id: int):
             return jsonify({"error": "not_found"}), 404
         event, source, artist = row
     return jsonify(_detail_record(event, source, artist))
-
-
-@downloads_bp.route("/recover-stalled", methods=["POST"])
-async def recover_stalled():
-    """Trigger the recover_stalled_download_events sweep on demand.
-
-    The same sweep runs every 5 min via Beat (see celery_app.beat_schedule);
-    this endpoint exists so the operator can force-clear stuck pending/
-    running download_events from the Subscriptions → Downloads maintenance
-    menu without waiting for the next scheduled tick.
-    """
-    # Local import: avoids registering maintenance tasks during blueprint
-    # import (Celery task discovery races with the API import otherwise).
-    from ..tasks.maintenance import recover_stalled_download_events
-
-    recover_stalled_download_events.delay()
-    return jsonify({"queued": True}), 202

backend/app/api/extension.py

@@ -6,14 +6,12 @@ from __future__ import annotations
 
 import asyncio
 import hashlib
-import hmac
 import re
 from pathlib import Path
 
 from quart import Blueprint, jsonify, request
 from sqlalchemy import select
 
-from ..build_info import FC_CHANNEL as _FC_CHANNEL
 from ..extensions import get_session
 from ..models import AppSetting
 from ..services.extension_service import (
@@ -22,7 +20,6 @@ from ..services.extension_service import (
     UnknownPlatformError,
 )
 from ..services.source_service import KNOWN_PLATFORMS
-from ._responses import error_response as _bad
 
 extension_bp = Blueprint("extension", __name__, url_prefix="/api/extension")
 
@@ -32,14 +29,11 @@ XPI_DIR = Path("/app/frontend/dist/extension")
 
 _XPI_VERSION_RE = re.compile(r"fabledcurator-(?P<version>[\w.-]+)\.xpi$")
 
-# Which channel this image belongs to — "dev" or "main" — baked in at build
-# time (milestone 271 step 7). Read from build_info rather than the environment
-# a second time: /api/health reports the same value, and two independent
-# `os.environ.get` calls are two things that can drift.
-#
-# Still bound as a module-level name here, so tests monkeypatch
-# `extension.FC_CHANNEL` exactly as they did before, same as XPI_DIR above.
-FC_CHANNEL = _FC_CHANNEL
+
+def _bad(error: str, *, status: int = 400, **extra):
+    body = {"error": error}
+    body.update(extra)
+    return jsonify(body), status
 
 
 async def _ext_key_required(session) -> bool:
@@ -52,15 +46,7 @@ async def _ext_key_required(session) -> bool:
     stored = (await session.execute(
         select(AppSetting.value).where(AppSetting.key == "extension_api_key")
     )).scalar_one_or_none()
-    if stored is None:
-        return False
-    # compare_digest, not `==`: the stored key is a shared secret, and a
-    # short-circuiting compare leaks its prefix through timing. Costs nothing
-    # here — it is not that this route is exposed (#3072). Compared as BYTES:
-    # compare_digest's str form rejects non-ASCII with TypeError, and this
-    # header is attacker-supplied, so a str compare would turn a junk key into
-    # a 500 instead of a 403.
-    return hmac.compare_digest(supplied.encode("utf-8"), stored.encode("utf-8"))
+    return stored is not None and supplied == stored
 
 
 def _extract_version(xpi_name: str) -> str:
@@ -76,24 +62,6 @@ def _sha256(path: Path) -> str:
     return h.hexdigest()
 
 
-@extension_bp.route("/probe", methods=["GET"])
-async def probe_source():
-    """Read-only resolution of a creator-page URL: tells the extension
-    whether this URL is already a Source, is for an Artist that exists
-    but with a different URL, is brand new, or doesn't match any known
-    platform pattern. Drives the content-script chip's color/copy
-    BEFORE the operator clicks, so the button can show 'already added'
-    without requiring an add-attempt."""
-    url = (request.args.get("url") or "").strip()
-    if not url:
-        return _bad("invalid_body", detail="url query parameter is required")
-    async with get_session() as session:
-        if not await _ext_key_required(session):
-            return _bad("unauthorized", status=401)
-        result = await ExtensionService(session).probe(url)
-    return jsonify(result)
-
-
 @extension_bp.route("/quick-add-source", methods=["POST"])
 async def quick_add_source():
     body = await request.get_json(silent=True)
@@ -103,15 +71,11 @@ async def quick_add_source():
     if not isinstance(url, str) or not url.strip():
         return _bad("invalid_body", detail="url is required")
 
-    from .credentials import _get_crypto
-
     async with get_session() as session:
         if not await _ext_key_required(session):
             return _bad("unauthorized", status=401)
         try:
-            # crypto lets a pixiv add resolve the artist's display name via the
-            # stored OAuth token (else it falls back to the numeric id). #130.
-            result = await ExtensionService(session, _get_crypto()).quick_add_source(url)
+            result = await ExtensionService(session).quick_add_source(url)
         except UnknownPlatformError as exc:
             return _bad(
                 "unknown_platform",
@@ -143,30 +107,13 @@ def _read_manifest_sync() -> dict | None:
         return None
     versioned.sort(key=lambda p: p.stat().st_mtime)
     latest = versioned[-1]
-    info = {
+    return {
         "installed": True,
         "version": _extract_version(latest.name),
         "xpi_url": f"/extension/{latest.name}",
         "latest_url": "/extension/fabledcurator-latest.xpi",
         "sha256": _sha256(latest),
     }
-    # The channel goes BESIDE the version, never inside it. A `-dev` suffix is
-    # what silently disabled the dev channel in the sibling project this design
-    # comes from: the comparator returned nothing for a non-integer segment, so
-    # every dev version compared equal and "no update available" became
-    # indistinguishable from "I cannot read this version".
-    #
-    # Omitted rather than defaulted when unset. Absence already has a meaning
-    # every reader must handle — an image built before this field existed says
-    # exactly the same thing by not having the key — so a blank channel reuses
-    # that path instead of inventing a second "unknown" spelling.
-    #
-    # Reported verbatim, not validated against {"dev", "main"}: if an image
-    # declares something else, showing what it actually claims is more useful
-    # to whoever is debugging it than dropping the value on the floor.
-    if FC_CHANNEL:
-        info["channel"] = FC_CHANNEL
-    return info
 
 
 @extension_bp.route("/manifest", methods=["GET"])

backend/app/api/gallery.py

@@ -1,131 +1,54 @@
-"""Gallery API: cursor scroll, timeline, jump, image detail, facets."""
-
-from datetime import UTC, datetime, timedelta
+"""Gallery API: cursor scroll, timeline, jump, image detail."""
 
 from quart import Blueprint, jsonify, request
-from sqlalchemy import delete, select, update
-from sqlalchemy.orm import aliased
 
 from ..extensions import get_session
-from ..models import (
-    ImageRecord,
-    PresentationReview,
-    Tag,
-    TagSuggestionRejection,
-)
-from ..models.tag import image_tag
-from ..services.gallery_service import GalleryService, image_url, thumbnail_url
+from ..services.gallery_service import GalleryService
 
 gallery_bp = Blueprint("gallery", __name__, url_prefix="/api/gallery")
 
 
-def _image_json(i):
-    """Serialize a GalleryImage for the scroll/similar list responses."""
-    return {
-        "id": i.id,
-        "sha256": i.sha256,
-        "mime": i.mime,
-        "width": i.width,
-        "height": i.height,
-        "created_at": i.created_at.isoformat(),
-        "posted_at": i.posted_at.isoformat() if i.posted_at else None,
-        "thumbnail_url": i.thumbnail_url,
-        "artist": i.artist,
-    }
-
-
-def _parse_date(raw):
-    """Parse a YYYY-MM-DD query value to a UTC midnight datetime, or None.
-    Raises ValueError (→ 400) on a malformed value."""
-    if not raw:
-        return None
-    return datetime.strptime(raw, "%Y-%m-%d").replace(tzinfo=UTC)
-
-
-def _parse_filters():
-    """Parse the composable gallery filters from query args, returning
-    ``(filters_dict, sort)``. Raises ValueError (→ 400) on malformed ids/dates.
-
-    The structured tag filter (#6) is AND-of-OR plus exclusions:
-    - `tag_id` accepts a single id or a comma-separated list — all ANDed
-      (the include common case; back-compat).
-    - `tag_or` is REPEATABLE; each instance is a comma-separated OR-group, and
-      the image must match at least one tag from EACH group (groups ANDed).
-    - `tag_not` is a comma-separated exclude list (image must carry none).
-
-    `media` is image|video; `sort` is newest|oldest|posted_new|posted_old
-    (default posted_new); `platform` selects one
-    platform (or the UNSOURCED_PLATFORM sentinel); `untagged`/`no_artist` are
-    boolean flags; `date_from`/`date_to` are inclusive calendar-day bounds
-    (date_to is widened by a day so the whole day is covered by the service's
-    half-open `< date_to`)."""
-    tag_raw = request.args.get("tag_id")
-    tag_ids = (
-        [int(x) for x in tag_raw.split(",") if x.strip()] if tag_raw else None
-    ) or None
-    tag_or_groups = [
-        grp for raw in request.args.getlist("tag_or")
-        if (grp := [int(x) for x in raw.split(",") if x.strip()])
-    ] or None
-    not_raw = request.args.get("tag_not")
-    tag_exclude = (
-        [int(x) for x in not_raw.split(",") if x.strip()] if not_raw else None
-    ) or None
-    post_id_raw = request.args.get("post_id")
-    post_id = int(post_id_raw) if post_id_raw else None
-    artist_id_raw = request.args.get("artist_id")
-    artist_id = int(artist_id_raw) if artist_id_raw else None
-    media = request.args.get("media")
-    media_type = media if media in ("image", "video") else None
-    # newest/oldest key off effective_date (primary post / download); posted_new/
-    # posted_old off earliest_post_date (original publish across all posts). The
-    # default is posted_new so the grid leads with original publish date, not the
-    # download/repost the primary post points at (operator-flagged 2026-07-01).
-    sort = request.args.get("sort")
-    sort = sort if sort in ("newest", "oldest", "posted_new", "posted_old") else "posted_new"
-    platform = request.args.get("platform") or None
-    untagged = request.args.get("untagged") in ("1", "true", "yes")
-    no_artist = request.args.get("no_artist") in ("1", "true", "yes")
-    # Show the presentation chrome (banner / editor screenshot) that the default
-    # gallery hides — the Hidden view sets this (milestone 141).
-    include_hidden = request.args.get("include_hidden") in ("1", "true", "yes")
-    date_from = _parse_date(request.args.get("date_from"))
-    date_to = _parse_date(request.args.get("date_to"))
-    if date_to is not None:
-        date_to += timedelta(days=1)  # inclusive of the date_to calendar day
-    filters = {
-        "tag_ids": tag_ids, "post_id": post_id, "artist_id": artist_id,
-        "media_type": media_type,
-        "tag_or_groups": tag_or_groups, "tag_exclude": tag_exclude,
-        "platform": platform,
-        "untagged": untagged, "no_artist": no_artist,
-        "date_from": date_from, "date_to": date_to,
-        "include_hidden": include_hidden,
-    }
-    return filters, sort
-
-
 @gallery_bp.route("/scroll", methods=["GET"])
 async def scroll():
     cursor = request.args.get("cursor") or None
     try:
         limit = int(request.args.get("limit", "50"))
-        filters, sort = _parse_filters()
     except ValueError:
-        return jsonify({"error": "invalid filter or limit parameter"}), 400
+        return jsonify({"error": "limit must be an integer"}), 400
+    tag_id_raw = request.args.get("tag_id")
+    tag_id = int(tag_id_raw) if tag_id_raw else None
+    post_id_raw = request.args.get("post_id")
+    post_id = int(post_id_raw) if post_id_raw else None
+    artist_id_raw = request.args.get("artist_id")
+    artist_id = int(artist_id_raw) if artist_id_raw else None
 
     async with get_session() as session:
         svc = GalleryService(session)
         try:
             page = await svc.scroll(
-                cursor=cursor, limit=limit, sort=sort, **filters,
+                cursor=cursor, limit=limit, tag_id=tag_id,
+                post_id=post_id, artist_id=artist_id,
             )
         except ValueError as exc:
             return jsonify({"error": str(exc)}), 400
 
     return jsonify(
         {
-            "images": [_image_json(i) for i in page.images],
+            "images": [
+                {
+                    "id": i.id,
+                    "sha256": i.sha256,
+                    "mime": i.mime,
+                    "width": i.width,
+                    "height": i.height,
+                    "created_at": i.created_at.isoformat(),
+                    "posted_at": i.posted_at.isoformat() if i.posted_at else None,
+                    "effective_date": i.effective_date.isoformat(),
+                    "thumbnail_url": i.thumbnail_url,
+                    "artist": i.artist,
+                }
+                for i in page.images
+            ],
             "next_cursor": page.next_cursor,
             "date_groups": [
                 {"year": y, "month": m, "image_ids": ids} for y, m, ids in page.date_groups
@@ -134,66 +57,20 @@ async def scroll():
     )
 
 
-@gallery_bp.route("/similar", methods=["GET"])
-async def similar():
-    """Visual "more like this": images ranked by cosine distance to the
-    `similar_to` image's embedding. Composes with the scope filters (AND) but
-    ignores post_id and sort. Bounded top-N, no cursor."""
-    try:
-        similar_to = int(request.args["similar_to"])
-        limit = int(request.args.get("limit", "100"))
-        filters, _sort = _parse_filters()
-    except (KeyError, ValueError):
-        return jsonify({"error": "similar_to query param required"}), 400
-    # Explore passes exclude_wip=1 to also drop work-in-progress from the
-    # rabbit-hole; the gallery's own "similar" button omits it (keeps wip, #1274).
-    exclude_wip = request.args.get("exclude_wip") in ("1", "true", "True")
-    # Explore reach (#1476): 0 = nearest (gallery default), →1 reaches into farther
-    # distance bands so the walk can escape a dense cluster. exclude_ids = the
-    # breadcrumb, so already-walked images aren't re-served as neighbours.
-    try:
-        reach = max(0.0, min(1.0, float(request.args.get("reach", "0"))))
-    except ValueError:
-        reach = 0.0
-    exclude_ids = [
-        int(x) for x in request.args.get("exclude_ids", "").split(",")
-        if x.strip().isdigit()
-    ] or None
-    # post_id is the exclusive post-detail view — not a similarity scope.
-    # include_hidden is a gallery-browse flag; similar() has its OWN presentation
-    # exclusion (a similarity-quality concern, #1274), so drop it here (#141).
-    scope = {
-        k: v for k, v in filters.items() if k not in ("post_id", "include_hidden")
-    }
-    async with get_session() as session:
-        svc = GalleryService(session)
-        try:
-            images = await svc.similar(
-                image_id=similar_to, limit=limit, exclude_wip=exclude_wip,
-                reach=reach, exclude_ids=exclude_ids, **scope)
-        except ValueError as exc:
-            return jsonify({"error": str(exc)}), 400
-    if images is None:
-        return jsonify({"error": "not found"}), 404
-    return jsonify(
-        {
-            "images": [_image_json(i) for i in images],
-            "next_cursor": None,
-            "date_groups": [],
-        }
-    )
-
-
 @gallery_bp.route("/timeline", methods=["GET"])
 async def timeline():
-    try:
-        filters, _sort = _parse_filters()
-    except ValueError:
-        return jsonify({"error": "invalid filter parameter"}), 400
+    tag_id_raw = request.args.get("tag_id")
+    tag_id = int(tag_id_raw) if tag_id_raw else None
+    post_id_raw = request.args.get("post_id")
+    post_id = int(post_id_raw) if post_id_raw else None
+    artist_id_raw = request.args.get("artist_id")
+    artist_id = int(artist_id_raw) if artist_id_raw else None
     async with get_session() as session:
         svc = GalleryService(session)
         try:
-            buckets = await svc.timeline(**filters)
+            buckets = await svc.timeline(
+                tag_id=tag_id, post_id=post_id, artist_id=artist_id
+            )
         except ValueError as exc:
             return jsonify({"error": str(exc)}), 400
     return jsonify(
@@ -201,144 +78,31 @@ async def timeline():
     )
 
 
-@gallery_bp.route("/facets", methods=["GET"])
-async def facets():
-    try:
-        filters, _sort = _parse_filters()
-    except ValueError:
-        return jsonify({"error": "invalid filter parameter"}), 400
-    async with get_session() as session:
-        svc = GalleryService(session)
-        try:
-            f = await svc.facets(**filters)
-        except ValueError as exc:
-            return jsonify({"error": str(exc)}), 400
-    return jsonify(
-        {
-            "total": f.total,
-            "platforms": f.platforms,
-            "untagged": f.untagged,
-            "no_artist": f.no_artist,
-            "date_min": f.date_min.isoformat() if f.date_min else None,
-            "date_max": f.date_max.isoformat() if f.date_max else None,
-        }
-    )
-
-
 @gallery_bp.route("/jump", methods=["GET"])
 async def jump():
     try:
         year = int(request.args["year"])
         month = int(request.args["month"])
-        filters, sort = _parse_filters()
     except (KeyError, ValueError):
         return jsonify({"error": "year and month query params required"}), 400
+    tag_id_raw = request.args.get("tag_id")
+    tag_id = int(tag_id_raw) if tag_id_raw else None
+    post_id_raw = request.args.get("post_id")
+    post_id = int(post_id_raw) if post_id_raw else None
+    artist_id_raw = request.args.get("artist_id")
+    artist_id = int(artist_id_raw) if artist_id_raw else None
     async with get_session() as session:
         svc = GalleryService(session)
         try:
             cursor = await svc.jump_cursor(
-                year=year, month=month, sort=sort, **filters,
+                year=year, month=month, tag_id=tag_id,
+                post_id=post_id, artist_id=artist_id,
             )
         except ValueError as exc:
             return jsonify({"error": str(exc)}), 400
     return jsonify({"cursor": cursor})
 
 
-# -- Hidden-view review (#141): auto-hidden chrome flagged "also looks like
-#    content", surfaced in the gallery's Show-hidden review strip. -----------
-@gallery_bp.route("/hidden-review", methods=["GET"])
-async def hidden_review():
-    """Unresolved system-tag auto-apply review flags (chrome + process, #1464),
-    most-concerning first (highest content score) — for the review strip. `mode`
-    tells the client whether the flagged tag hid the image ('chrome') or left it
-    visible ('process'), which decides the resolve labels (un-hide vs remove-tag)."""
-    ptag = aliased(Tag)
-    ctag = aliased(Tag)
-    async with get_session() as session:
-        rows = (await session.execute(
-            select(
-                PresentationReview.image_record_id,
-                PresentationReview.tag_id,
-                PresentationReview.conflict_tag_id,
-                PresentationReview.conflict_score,
-                PresentationReview.mode,
-                ImageRecord.path, ImageRecord.thumbnail_path,
-                ImageRecord.sha256, ImageRecord.mime,
-                ptag.name.label("tag_name"),
-                ctag.name.label("conflict_name"),
-            )
-            .join(ImageRecord, ImageRecord.id == PresentationReview.image_record_id)
-            .join(ptag, ptag.id == PresentationReview.tag_id)
-            .outerjoin(ctag, ctag.id == PresentationReview.conflict_tag_id)
-            .where(PresentationReview.resolved_at.is_(None))
-            .order_by(PresentationReview.conflict_score.desc())
-        )).all()
-    return jsonify({"items": [
-        {
-            "image_id": r.image_record_id,
-            "tag_id": r.tag_id,
-            "tag_name": r.tag_name,
-            "conflict_tag_id": r.conflict_tag_id,
-            "conflict_name": r.conflict_name,
-            "conflict_score": r.conflict_score,
-            "mode": r.mode,
-            "thumbnail_url": thumbnail_url(r.thumbnail_path, r.sha256, r.mime),
-            "image_url": image_url(r.path),
-        }
-        for r in rows
-    ]})
-
-
-@gallery_bp.route(
-    "/hidden-review/<int:image_id>/<int:tag_id>/keep", methods=["POST"]
-)
-async def hidden_review_keep(image_id, tag_id):
-    """Keep the auto-hide: resolve the flag; the tag stays applied (#141)."""
-    async with get_session() as session:
-        await session.execute(
-            update(PresentationReview)
-            .where(
-                PresentationReview.image_record_id == image_id,
-                PresentationReview.tag_id == tag_id,
-            )
-            .values(resolved_at=datetime.now(UTC))
-        )
-        await session.commit()
-    return "", 204
-
-
-@gallery_bp.route(
-    "/hidden-review/<int:image_id>/<int:tag_id>/unhide", methods=["POST"]
-)
-async def hidden_review_unhide(image_id, tag_id):
-    """Un-hide: remove the presentation tag (image returns to the gallery), record
-    a rejection so the head LEARNS it misfired, and resolve the flag (#141)."""
-    from sqlalchemy.dialects.postgresql import insert as pg_insert
-
-    async with get_session() as session:
-        await session.execute(
-            delete(image_tag).where(
-                image_tag.c.image_record_id == image_id,
-                image_tag.c.tag_id == tag_id,
-            )
-        )
-        await session.execute(
-            pg_insert(TagSuggestionRejection)
-            .values(image_record_id=image_id, tag_id=tag_id)
-            .on_conflict_do_nothing()
-        )
-        await session.execute(
-            update(PresentationReview)
-            .where(
-                PresentationReview.image_record_id == image_id,
-                PresentationReview.tag_id == tag_id,
-            )
-            .values(resolved_at=datetime.now(UTC))
-        )
-        await session.commit()
-    return "", 204
-
-
 @gallery_bp.route("/image/<int:image_id>", methods=["GET"])
 async def image_detail(image_id: int):
     async with get_session() as session:

backend/app/api/gpu.py

@@ -1,420 +0,0 @@
-"""GPU-job API (#114): the HTTP surface the desktop agent pulls work from.
-
-The agent stays HTTP-only — it leases jobs, fetches image pixels via the normal
-FC image URLs, and submits embeddings/regions back, all over this API. Redis and
-Postgres are never exposed. The agent endpoints are gated by a bearer token
-(Authorization: Bearer <token>) stored in AppSetting; the admin endpoints
-(token / backfill / status) ride the browser session like the rest of FC's
-homelab admin.
-"""
-
-import secrets
-from pathlib import Path
-
-from quart import Blueprint, jsonify, request
-from sqlalchemy import func, or_, select, update
-from sqlalchemy.dialects.postgresql import insert as pg_insert
-
-from ..extensions import get_session
-from ..models import AppSetting, GpuJob, ImageRecord, MLSettings
-from ..services.gallery_service import image_url
-from ..services.ml.gpu_jobs import GpuJobService, error_dedupe_statements
-from ..services.ml.gpu_triage import classify_reason, recover_defective_image
-from ..services.ml.regions import RegionService
-
-gpu_bp = Blueprint("gpu", __name__, url_prefix="/api/gpu")
-
-# Same container mount the maintenance tasks use (tasks/admin.py) — recovery
-# deletes the defective original + thumbnail under it.
-_IMAGES_ROOT = Path("/images")
-
-_TOKEN_KEY = "gpu_agent_token"
-
-
-def _bearer() -> str | None:
-    h = request.headers.get("Authorization", "")
-    return h[7:].strip() if h.startswith("Bearer ") else None
-
-
-async def _agent_authed(session) -> bool:
-    supplied = _bearer()
-    if not supplied:
-        return False
-    stored = (
-        await session.execute(
-            select(AppSetting.value).where(AppSetting.key == _TOKEN_KEY)
-        )
-    ).scalar_one_or_none()
-    return stored is not None and secrets.compare_digest(supplied, stored)
-
-
-# --- Admin (browser): token + backfill + status -------------------------
-
-@gpu_bp.route("/token", methods=["GET"])
-async def get_token():
-    async with get_session() as session:
-        tok = (
-            await session.execute(
-                select(AppSetting.value).where(AppSetting.key == _TOKEN_KEY)
-            )
-        ).scalar_one_or_none()
-    return jsonify({"token": tok, "configured": tok is not None})
-
-
-@gpu_bp.route("/token/rotate", methods=["POST"])
-async def rotate_token():
-    token = secrets.token_urlsafe(32)
-    async with get_session() as session:
-        await session.execute(
-            pg_insert(AppSetting)
-            .values(key=_TOKEN_KEY, value=token)
-            .on_conflict_do_update(index_elements=["key"], set_={"value": token})
-        )
-        await session.commit()
-    return jsonify({"token": token})
-
-
-@gpu_bp.route("/status", methods=["GET"])
-async def status():
-    async with get_session() as session:
-        rows = (
-            await session.execute(
-                select(GpuJob.status, func.count()).group_by(GpuJob.status)
-            )
-        ).all()
-    counts = dict(rows)
-    return jsonify({
-        "pending": counts.get("pending", 0),
-        "leased": counts.get("leased", 0),
-        "done": counts.get("done", 0),
-        "error": counts.get("error", 0),
-    })
-
-
-@gpu_bp.route("/backfill", methods=["POST"])
-async def backfill():
-    """Enqueue a job for every image that doesn't already have one for `task`."""
-    body = await request.get_json(silent=True) or {}
-    task = str(body.get("task") or "ccip")
-    from ..tasks.gpu_queue import enqueue_gpu_backfill
-
-    r = enqueue_gpu_backfill.delay(task)
-    return jsonify({"celery_task_id": r.id, "task": task}), 202
-
-
-@gpu_bp.route("/reprocess", methods=["POST"])
-async def reprocess():
-    """Reset every done/error job of `task` back to pending so the agent re-runs
-    the WHOLE library under the current pipeline (e.g. after adding crop
-    detectors). Heavy — the back-catalogue is otherwise skipped by the backfills."""
-    body = await request.get_json(silent=True) or {}
-    task = str(body.get("task") or "ccip")
-    from ..tasks.gpu_queue import reprocess_gpu_jobs
-
-    r = reprocess_gpu_jobs.delay(task)
-    return jsonify({"celery_task_id": r.id, "task": task}), 202
-
-
-@gpu_bp.route("/retry_errors", methods=["POST"])
-async def retry_errors():
-    """Requeue every ERRORED job (all task types) back to pending — the scoped
-    recovery after an agent-side fix (e.g. the short-video sampler), where
-    /reprocess would needlessly re-run the whole done library too. Attempts and
-    the stored error reset so each job gets its full retry budget under the
-    fixed pipeline. Stale tombstones are pruned FIRST (loop-era duplicates and
-    rows a later success made moot — the same statements the backfills run), so
-    one failing file requeues as ONE job, never a fan-out of duplicates. Small
-    row count (errors only) → inline statements; the response carries the
-    counts for the UI toast. Triage-confirmed defects are NOT requeued (see
-    the WHERE below) — they stay on the recovery surface."""
-    async with get_session() as session:
-        pruned = 0
-        for stmt in error_dedupe_statements():
-            pruned += (await session.execute(stmt)).rowcount or 0
-        res = await session.execute(
-            update(GpuJob)
-            .where(
-                GpuJob.status == "error",
-                # Triage-confirmed DEFECTS stay errored: the integrity probe
-                # already proved the FILE is bad, so re-running the job just
-                # burns agent time re-minting the same tombstone — those go
-                # through /errors/<id>/recover instead.
-                or_(GpuJob.triage_status.is_(None),
-                    GpuJob.triage_status != "defect"),
-            )
-            .values(
-                status="pending", attempts=0, error=None, lease_token=None,
-                leased_at=None, lease_expires_at=None, triage_status=None,
-                updated_at=func.now(),
-            )
-        )
-        kept = (
-            await session.execute(
-                select(func.count()).select_from(GpuJob)
-                .where(GpuJob.status == "error")
-            )
-        ).scalar_one()
-        await session.commit()
-    return jsonify({
-        "requeued": res.rowcount or 0, "pruned": pruned, "defects_kept": kept,
-    })
-
-
-# --- Failure triage + recovery (#125) ------------------------------------
-
-@gpu_bp.route("/errors", methods=["GET"])
-async def errors():
-    """The triage view of the error tombstones: every errored job joined with
-    its image's integrity verdict, bucketed by reason for the overview. The
-    probe sweep (triage_gpu_errors, 15-min beat) fills triage_status; 'defect'
-    rows are the recovery surface's list."""
-    async with get_session() as session:
-        rows = (
-            await session.execute(
-                select(
-                    GpuJob.id, GpuJob.image_record_id, GpuJob.task,
-                    GpuJob.error, GpuJob.triage_status, GpuJob.updated_at,
-                    ImageRecord.integrity_status, ImageRecord.mime,
-                    ImageRecord.path, ImageRecord.thumbnail_path,
-                )
-                .join(ImageRecord, ImageRecord.id == GpuJob.image_record_id)
-                .where(GpuJob.status == "error")
-                .order_by(GpuJob.updated_at.desc())
-                .limit(500)
-            )
-        ).all()
-        total = (
-            await session.execute(
-                select(func.count()).select_from(GpuJob)
-                .where(GpuJob.status == "error")
-            )
-        ).scalar_one()
-    by_class: dict[str, int] = {}
-    triage = {"defect": 0, "file_ok": 0, "unclassified": 0}
-    items = []
-    for r in rows:
-        cls = classify_reason(r.error)
-        by_class[cls] = by_class.get(cls, 0) + 1
-        bucket = r.triage_status or "unclassified"
-        triage[bucket] = triage.get(bucket, 0) + 1
-        items.append({
-            "job_id": r.id,
-            "image_id": r.image_record_id,
-            "task": r.task,
-            "error": r.error,
-            "reason_class": cls,
-            "triage_status": r.triage_status,
-            "integrity_status": r.integrity_status,
-            "mime": r.mime,
-            "image_url": image_url(r.path),
-            "thumbnail_url": (
-                image_url(r.thumbnail_path) if r.thumbnail_path else None
-            ),
-            "updated_at": r.updated_at.isoformat() if r.updated_at else None,
-        })
-    return jsonify({
-        "total": total, "by_class": by_class, "triage": triage, "items": items,
-    })
-
-
-@gpu_bp.route("/errors/triage", methods=["POST"])
-async def errors_triage():
-    """Run the probe sweep NOW (the card's button) instead of waiting out the
-    15-minute beat cadence."""
-    from ..tasks.maintenance import triage_gpu_errors
-
-    r = triage_gpu_errors.delay()
-    return jsonify({"celery_task_id": r.id}), 202
-
-
-@gpu_bp.route("/errors/<int:image_id>/recover", methods=["POST"])
-async def errors_recover(image_id: int):
-    """Recover a defect-triaged original: delete the bad copy + record and
-    re-poll its subscription Source (a fresh fetch re-imports the file, which
-    re-enters the GPU pipeline). Returns status 'no_source' when nothing
-    pollable resolves — the file needs manual replacement there."""
-    async with get_session() as session:
-        result = await session.run_sync(
-            lambda s: recover_defective_image(
-                s, image_id, images_root=_IMAGES_ROOT,
-            )
-        )
-    return jsonify(result)
-
-
-# --- Agent (bearer token): lease / submit / heartbeat / fail ------------
-
-@gpu_bp.route("/jobs/lease", methods=["POST"])
-async def lease():
-    body = await request.get_json(silent=True) or {}
-    agent_id = str(body.get("agent_id") or "agent")
-    try:
-        batch = min(max(int(body.get("batch_size", 8)), 1), 64)
-    except (TypeError, ValueError):
-        batch = 8
-    async with get_session() as session:
-        if not await _agent_authed(session):
-            return jsonify({"error": "unauthorized"}), 401
-        jobs = await GpuJobService(session).lease(agent_id, batch_size=batch)
-        ml = await MLSettings.load(session)
-        # image rows for url/mime in one shot
-        ids = [j.image_record_id for j in jobs]
-        imgs = {
-            i.id: i for i in (
-                await session.execute(
-                    select(ImageRecord).where(ImageRecord.id.in_(ids))
-                )
-            ).scalars()
-        } if ids else {}
-        await session.commit()
-        # Crop-proposer config, announced FROM THE SETTING like embed_model_name
-        # (#134): the agent builds its detectors from this, rebuilding live when
-        # it changes — so tuning is a DB/UI edit, never an agent restart. Same
-        # block for every job in the batch (it's global), built once. An enabled
-        # toggle off is carried through so the agent skips that proposer.
-        detectors = {
-            "person": {
-                "enabled": ml.detector_person_enabled,
-                "weights": ml.detector_person_weights,
-                "conf": ml.detector_person_conf,
-            },
-            "anatomy": {
-                "enabled": ml.detector_anatomy_enabled,
-                "weights": ml.detector_anatomy_weights,
-                "conf": ml.detector_anatomy_conf,
-            },
-            "panel": {
-                "enabled": ml.detector_panel_enabled,
-                "weights": ml.detector_panel_weights,
-                "conf": ml.detector_panel_conf,
-            },
-            "max_figures": ml.detector_max_figures,
-            "max_components": ml.detector_max_components,
-            "max_panels": ml.detector_max_panels,
-            "max_regions": ml.detector_max_regions,
-            "dedupe_iou": ml.detector_dedupe_iou,
-        }
-        out = []
-        for j in jobs:
-            img = imgs.get(j.image_record_id)
-            if img is None:
-                continue
-            out.append({
-                "job_id": j.id,
-                "image_id": j.image_record_id,
-                "task": j.task,
-                "mime": img.mime,
-                "image_url": image_url(img.path),
-                # For video/animated: the agent samples at this cadence.
-                "frame_interval_seconds": ml.video_frame_interval_seconds,
-                "max_frames": ml.video_max_frames,
-                # The embedding model the agent must use for concept crops + the
-                # whole-image 'embed' task, so its vectors land in the SAME space
-                # the heads trained in. Server-announced FROM THE SETTING → the
-                # agent stays model-agnostic; an operator swap is a setting + a
-                # re-embed, never an agent change.
-                "embed_model_name": ml.embedder_model_name,
-                "embed_version": ml.embedder_model_version,
-                "detectors": detectors,
-            })
-    return jsonify({"jobs": out})
-
-
-@gpu_bp.route("/jobs/heartbeat", methods=["POST"])
-async def heartbeat():
-    body = await request.get_json(silent=True) or {}
-    agent_id = str(body.get("agent_id") or "agent")
-    job_ids = [int(x) for x in (body.get("job_ids") or [])]
-    async with get_session() as session:
-        if not await _agent_authed(session):
-            return jsonify({"error": "unauthorized"}), 401
-        n = await GpuJobService(session).heartbeat(agent_id, job_ids)
-        await session.commit()
-    return jsonify({"extended": n})
-
-
-@gpu_bp.route("/jobs/submit", methods=["POST"])
-async def submit():
-    """Store a job's regions + close it. regions: [{kind, bbox:[x,y,w,h],
-    frame_time?, score?, *_version?, ccip_embedding?, siglip_embedding?}].
-    replace_kinds defaults to the kinds present in the submitted regions."""
-    body = await request.get_json(silent=True) or {}
-    agent_id = str(body.get("agent_id") or "agent")
-    job_id = body.get("job_id")
-    regions = body.get("regions") or []
-    if job_id is None:
-        return jsonify({"error": "job_id required"}), 400
-    kinds = body.get("replace_kinds") or sorted({r["kind"] for r in regions})
-    async with get_session() as session:
-        if not await _agent_authed(session):
-            return jsonify({"error": "unauthorized"}), 401
-        job = await session.get(GpuJob, int(job_id))
-        if job is None or job.status != "leased" or job.lease_token != agent_id:
-            return jsonify({"error": "lease_invalid"}), 409
-        if kinds:
-            await RegionService(session).replace_regions(
-                job.image_record_id, kinds, regions
-            )
-        await GpuJobService(session).complete(agent_id, int(job_id))
-        await session.commit()
-    return jsonify({"ok": True, "stored": len(regions)})
-
-
-@gpu_bp.route("/jobs/submit_embedding", methods=["POST"])
-async def submit_embedding():
-    """Store a whole-image SigLIP embedding (the 'embed' task) on image_record +
-    close the job. Body: {agent_id, job_id, embedding:[...], embedding_version}.
-    This is how the GPU agent re-embeds the library under a new model (#1190) —
-    much faster than the CPU ml-worker at higher resolutions."""
-    body = await request.get_json(silent=True) or {}
-    agent_id = str(body.get("agent_id") or "agent")
-    job_id = body.get("job_id")
-    embedding = body.get("embedding")
-    version = body.get("embedding_version")
-    if job_id is None or not embedding or not version:
-        return jsonify({"error": "job_id, embedding, embedding_version required"}), 400
-    async with get_session() as session:
-        if not await _agent_authed(session):
-            return jsonify({"error": "unauthorized"}), 401
-        job = await session.get(GpuJob, int(job_id))
-        if job is None or job.status != "leased" or job.lease_token != agent_id:
-            return jsonify({"error": "lease_invalid"}), 409
-        img = await session.get(ImageRecord, job.image_record_id)
-        if img is not None:
-            img.siglip_embedding = embedding
-            img.siglip_model_version = version
-        await GpuJobService(session).complete(agent_id, int(job_id))
-        await session.commit()
-    return jsonify({"ok": True})
-
-
-@gpu_bp.route("/jobs/fail", methods=["POST"])
-async def fail():
-    body = await request.get_json(silent=True) or {}
-    agent_id = str(body.get("agent_id") or "agent")
-    job_id = body.get("job_id")
-    if job_id is None:
-        return jsonify({"error": "job_id required"}), 400
-    async with get_session() as session:
-        if not await _agent_authed(session):
-            return jsonify({"error": "unauthorized"}), 401
-        ok = await GpuJobService(session).fail(
-            agent_id, int(job_id), str(body.get("error") or "")
-        )
-        await session.commit()
-    return jsonify({"ok": ok})
-
-
-@gpu_bp.route("/jobs/release", methods=["POST"])
-async def release():
-    """Graceful stop: the agent hands its still-leased jobs back to pending so
-    they're picked up immediately instead of waiting out the lease."""
-    body = await request.get_json(silent=True) or {}
-    agent_id = str(body.get("agent_id") or "agent")
-    job_ids = [int(x) for x in (body.get("job_ids") or [])]
-    async with get_session() as session:
-        if not await _agent_authed(session):
-            return jsonify({"error": "unauthorized"}), 401
-        n = await GpuJobService(session).release(agent_id, job_ids)
-        await session.commit()
-    return jsonify({"released": n})

backend/app/api/heads.py

@@ -1,285 +0,0 @@
-"""Heads API (#114): train + inspect the per-concept heads that power
-suggestions (replacing Camie + centroid).
-
-POST /api/heads/train   — (re)train all eligible heads (one run at a time).
-GET  /api/heads         — status: head count, last-trained, running run, the
-                          per-concept head table (strength + auto-apply ready),
-                          and recent training runs. The card rehydrates from
-                          here so status survives navigation.
-"""
-
-from quart import Blueprint, jsonify, request
-from sqlalchemy import desc, func, select
-
-from ..extensions import get_session
-from ..models import (
-    HeadAutoApplyRun,
-    HeadMetric,
-    HeadMetricsSnapshot,
-    HeadTrainingRun,
-    Tag,
-    TagHead,
-)
-from ..models.tag import image_tag
-from ..services.ml.heads import (
-    HeadAutoApplyAlreadyRunning,
-    HeadAutoApplyDisabled,
-    HeadTrainingAlreadyRunning,
-    start_head_auto_apply_run,
-    start_head_training_run,
-)
-
-heads_bp = Blueprint("heads", __name__, url_prefix="/api/heads")
-
-
-def _serialize_run(run: HeadTrainingRun) -> dict:
-    return {
-        "id": run.id,
-        "params": run.params,
-        "status": run.status,
-        "started_at": run.started_at.isoformat() if run.started_at else None,
-        "finished_at": run.finished_at.isoformat() if run.finished_at else None,
-        "n_trained": run.n_trained,
-        "n_skipped": run.n_skipped,
-        "error": run.error,
-    }
-
-
-@heads_bp.route("/train", methods=["POST"])
-async def train():
-    body = await request.get_json(silent=True) or {}
-    params = body.get("params") or body or {}
-    async with get_session() as session:
-        try:
-            run_id = await session.run_sync(
-                lambda s: start_head_training_run(s, params)
-            )
-        except HeadTrainingAlreadyRunning as running:
-            return jsonify({
-                "error": "training_already_running",
-                "running_id": int(running.args[0]),
-            }), 409
-        await session.commit()
-    return jsonify({"run_id": run_id, "status": "running"}), 202
-
-
-@heads_bp.route("", methods=["GET"])
-async def status():
-    async with get_session() as session:
-        count, last_trained = (
-            await session.execute(
-                select(func.count(), func.max(TagHead.trained_at))
-            )
-        ).one()
-        graduated = (
-            await session.execute(
-                select(func.count()).where(
-                    TagHead.auto_apply_threshold.is_not(None)
-                )
-            )
-        ).scalar_one()
-        running = (
-            await session.execute(
-                select(HeadTrainingRun.id)
-                .where(HeadTrainingRun.status == "running")
-                .order_by(HeadTrainingRun.id.desc())
-                .limit(1)
-            )
-        ).scalar_one_or_none()
-        runs = (
-            await session.execute(
-                select(HeadTrainingRun)
-                .order_by(HeadTrainingRun.id.desc())
-                .limit(10)
-            )
-        ).scalars().all()
-        # The per-concept table: strongest first, capped for the admin card.
-        head_rows = (
-            await session.execute(
-                select(
-                    TagHead.tag_id, Tag.name, Tag.kind,
-                    TagHead.n_pos, TagHead.n_neg, TagHead.ap,
-                    TagHead.precision_cv, TagHead.recall,
-                    TagHead.auto_apply_threshold, TagHead.trained_at,
-                )
-                .join(Tag, Tag.id == TagHead.tag_id)
-                .order_by(desc(TagHead.ap))
-                .limit(500)
-            )
-        ).all()
-        heads = [
-            {
-                "tag_id": r.tag_id,
-                "name": r.name,
-                "category": r.kind.value if hasattr(r.kind, "value") else str(r.kind),
-                "n_pos": r.n_pos,
-                "n_neg": r.n_neg,
-                "ap": r.ap,
-                "precision": r.precision_cv,
-                "recall": r.recall,
-                "auto_apply": r.auto_apply_threshold is not None,
-                "trained_at": r.trained_at.isoformat() if r.trained_at else None,
-            }
-            for r in head_rows
-        ]
-    return jsonify({
-        "head_count": count,
-        "graduated_count": graduated,
-        "last_trained_at": last_trained.isoformat() if last_trained else None,
-        "running_id": running,
-        "runs": [_serialize_run(r) for r in runs],
-        "heads": heads,
-    })
-
-
-def _serialize_apply_run(run: HeadAutoApplyRun) -> dict:
-    return {
-        "id": run.id,
-        "dry_run": run.dry_run,
-        "status": run.status,
-        "started_at": run.started_at.isoformat() if run.started_at else None,
-        "finished_at": run.finished_at.isoformat() if run.finished_at else None,
-        "n_applied": run.n_applied,
-        "report": run.report,
-        "error": run.error,
-    }
-
-
-@heads_bp.route("/auto-apply", methods=["POST"])
-async def auto_apply():
-    """Trigger an earned-auto-apply sweep. {dry_run:true} previews (writes
-    nothing); a real sweep needs head_auto_apply_enabled on."""
-    body = await request.get_json(silent=True) or {}
-    params = {"dry_run": bool(body.get("dry_run", False))}
-    async with get_session() as session:
-        try:
-            run_id = await session.run_sync(
-                lambda s: start_head_auto_apply_run(s, params)
-            )
-        except HeadAutoApplyAlreadyRunning as running:
-            return jsonify({
-                "error": "auto_apply_already_running",
-                "running_id": int(running.args[0]),
-            }), 409
-        except HeadAutoApplyDisabled:
-            return jsonify({"error": "auto_apply_disabled"}), 400
-        await session.commit()
-    return jsonify({"run_id": run_id, "status": "running"}), 202
-
-
-@heads_bp.route("/auto-apply", methods=["GET"])
-async def auto_apply_status():
-    async with get_session() as session:
-        running = (
-            await session.execute(
-                select(HeadAutoApplyRun.id)
-                .where(HeadAutoApplyRun.status == "running")
-                .order_by(HeadAutoApplyRun.id.desc())
-                .limit(1)
-            )
-        ).scalar_one_or_none()
-        runs = (
-            await session.execute(
-                select(HeadAutoApplyRun)
-                .order_by(HeadAutoApplyRun.id.desc())
-                .limit(10)
-            )
-        ).scalars().all()
-    return jsonify({
-        "running_id": running,
-        "runs": [_serialize_apply_run(r) for r in runs],
-    })
-
-
-@heads_bp.route("/metrics", methods=["GET"])
-async def metrics():
-    """Auto-apply observability: per-concept current counts (volume, misfires,
-    under-fires, realized misfire rate, head quality) + the daily time-series so
-    the operator can tune the precision target + support floor from real data."""
-    async with get_session() as session:
-        head_rows = (
-            await session.execute(
-                select(
-                    TagHead.tag_id, Tag.name, TagHead.ap, TagHead.precision_cv,
-                    TagHead.recall, TagHead.auto_apply_threshold, TagHead.n_pos,
-                ).join(Tag, Tag.id == TagHead.tag_id)
-            )
-        ).all()
-        heads = {r.tag_id: r for r in head_rows}
-        metric_rows = (
-            await session.execute(
-                select(
-                    HeadMetric.tag_id, HeadMetric.n_misfires, HeadMetric.n_underfires
-                )
-            )
-        ).all()
-        mets = {r.tag_id: r for r in metric_rows}
-        applied = dict(
-            (
-                await session.execute(
-                    select(image_tag.c.tag_id, func.count())
-                    .where(image_tag.c.source == "head_auto")
-                    .group_by(image_tag.c.tag_id)
-                )
-            ).all()
-        )
-        names = {r.tag_id: r.name for r in head_rows}
-        # Names for metric-only tags (head pruned but corrections recorded).
-        missing = [t for t in mets if t not in names]
-        if missing:
-            for tid, nm in (
-                await session.execute(
-                    select(Tag.id, Tag.name).where(Tag.id.in_(missing))
-                )
-            ).all():
-                names[tid] = nm
-
-        concepts = []
-        for tid in set(heads) | set(mets):
-            h = heads.get(tid)
-            m = mets.get(tid)
-            n_applied = applied.get(tid, 0)
-            n_mis = m.n_misfires if m else 0
-            denom = n_applied + n_mis
-            concepts.append({
-                "tag_id": tid,
-                "name": names.get(tid, str(tid)),
-                "n_auto_applied": n_applied,
-                "n_misfires": n_mis,
-                "n_underfires": m.n_underfires if m else 0,
-                # Of everything this head ever auto-applied, the fraction you
-                # removed — the misfire rate (null until something fired).
-                "misfire_rate": round(n_mis / denom, 4) if denom else None,
-                "ap": h.ap if h else None,
-                "precision_cv": h.precision_cv if h else None,
-                "recall": h.recall if h else None,
-                "auto_apply": bool(h and h.auto_apply_threshold is not None),
-                "n_pos": h.n_pos if h else None,
-            })
-        concepts.sort(key=lambda c: (c["n_misfires"], c["n_auto_applied"]), reverse=True)
-
-        snaps = (
-            await session.execute(
-                select(HeadMetricsSnapshot)
-                .order_by(HeadMetricsSnapshot.snapshot_at.desc())
-                .limit(1000)
-            )
-        ).scalars().all()
-    return jsonify({
-        "concepts": concepts,
-        "snapshots": [
-            {
-                "tag_id": s.tag_id,
-                "name": s.name,
-                "snapshot_at": s.snapshot_at.isoformat() if s.snapshot_at else None,
-                "n_auto_applied": s.n_auto_applied,
-                "n_misfires": s.n_misfires,
-                "n_underfires": s.n_underfires,
-                "ap": s.ap,
-                "precision_cv": s.precision_cv,
-                "recall": s.recall,
-                "n_pos": s.n_pos,
-            }
-            for s in snaps
-        ],
-    })

backend/app/api/health.py

@@ -1,20 +1,5 @@
-"""Health endpoint — no DB or Redis touch; liveness, plus the build's identity.
-
-The identity rides here rather than on a route of its own because it answers
-at the same cost: two module constants, no I/O, nothing that can be slow or
-fail. It is also already fetched app-wide — TopNav calls `refreshHealth` on
-mount — so a separate endpoint would mean a second request for two strings.
-
-Both fields are OMITTED when unset rather than sent empty. See build_info.
-"""
-
-from ..build_info import FC_CHANNEL, FC_VERSION
+"""Health endpoint — no DB or Redis touch; just liveness."""
 
 
 async def get_health():
-    body = {"status": "ok"}
-    if FC_VERSION:
-        body["version"] = FC_VERSION
-    if FC_CHANNEL:
-        body["channel"] = FC_CHANNEL
-    return body, 200
+    return {"status": "ok"}, 200

backend/app/api/import_admin.py

@@ -35,26 +35,10 @@ async def trigger_scan():
 @import_admin_bp.route("/status", methods=["GET"])
 async def status():
     async with get_session() as session:
-        # Active batch = running batch that still has outstanding work.
-        # Plain "most recent running" picks freshly-created scans that
-        # enqueued zero new files and hides the older batch that's
-        # actually being processed. Mirrors the EXISTS predicate
-        # /api/system/stats already uses (api/settings.py:145-160).
-        # Audit 2026-06-02 — /api/import/status and /api/system/stats
-        # used to disagree on the active-batch predicate; the UI banner
-        # said "Scanning…" indefinitely while the stats card said idle.
         active = (
             await session.execute(
                 select(ImportBatch)
-                .where(
-                    ImportBatch.status == "running",
-                    select(ImportTask.id)
-                    .where(
-                        ImportTask.batch_id == ImportBatch.id,
-                        ImportTask.status.in_(["pending", "queued", "processing"]),
-                    )
-                    .exists(),
-                )
+                .where(ImportBatch.status == "running")
                 .order_by(ImportBatch.started_at.desc())
                 .limit(1)
             )
@@ -130,53 +114,18 @@ async def retry_failed():
                 status="queued", error=None,
                 started_at=None, finished_at=None,
             )
-            .returning(ImportTask.id, ImportTask.task_type)
+            .returning(ImportTask.id)
         )
-        failed = result.all()
-        if not failed:
+        failed_ids = [row[0] for row in result.all()]
+        if not failed_ids:
             return jsonify({"retried": 0})
         await session.commit()
 
-    from ..tasks.import_file import enqueue_import
-    for tid, task_type in failed:
-        enqueue_import(tid, task_type)
+    from ..tasks.import_file import import_media_file
+    for tid in failed_ids:
+        import_media_file.delay(tid)
 
-    return jsonify({"retried": len(failed)})
-
-
-@import_admin_bp.route("/tasks/<int:task_id>/refetch", methods=["POST"])
-async def refetch_task(task_id: int):
-    """Layer-2 one-shot re-download: delete the (corrupt) file behind a
-    failed import task and re-run its source's downloader to fetch a
-    fresh copy. Only works for files that resolve to an enabled,
-    real-URL subscription Source; filesystem-only imports return
-    no_source.
-
-    Returns one of: refetch_queued (+source_id) / no_source /
-    already_refetched / not_found / not_failed.
-    """
-    async with get_session() as session:
-        result = await session.run_sync(_refetch_task_sync, task_id)
-    if result["status"] == "not_found":
-        return jsonify(result), 404
-    if result["status"] == "not_failed":
-        return jsonify(result), 400
-    return jsonify(result)
-
-
-def _refetch_task_sync(session, task_id: int) -> dict:
-    from pathlib import Path
-
-    from ..models import ImportSettings
-    from ..services.refetch_service import attempt_refetch
-
-    task = session.get(ImportTask, task_id)
-    if task is None:
-        return {"status": "not_found"}
-    if task.status != "failed":
-        return {"status": "not_failed"}
-    settings = ImportSettings.load_sync(session)
-    return attempt_refetch(session, task, Path(settings.import_scan_path))
+    return jsonify({"retried": len(failed_ids)})
 
 
 @import_admin_bp.route("/clear-stuck", methods=["POST"])

backend/app/api/migrate.py

@@ -0,0 +1,112 @@
+"""FC-5: /api/migrate — trigger and poll migration runs.
+
+Ingest kinds (gs_ingest, ir_ingest) accept multipart/form-data with an
+`export_file` field. All other kinds accept JSON. Backup + rollback
+were retired in FC-3h (2026-05-24); use /api/system/backup/* instead.
+"""
+
+import json
+
+from quart import Blueprint, jsonify, request
+from sqlalchemy import select
+
+from ..extensions import get_session
+from ..models import MigrationRun
+from ..tasks.migration import run_migration
+
+migrate_bp = Blueprint("migrate", __name__, url_prefix="/api/migrate")
+
+# 'backup' + 'rollback' retired 2026-05-24 (FC-3h); see /api/system/backup/*.
+_VALID_KINDS = frozenset({
+    "gs_ingest", "ir_ingest", "tag_apply",
+    "ml_queue", "verify", "cleanup",
+})
+_INGEST_KINDS = frozenset({"gs_ingest", "ir_ingest"})
+
+
+def _bad(error: str, *, status: int = 400, **extra):
+    body = {"error": error}
+    body.update(extra)
+    return jsonify(body), status
+
+
+def _run_to_dict(run: MigrationRun) -> dict:
+    return {
+        "id": run.id,
+        "kind": run.kind,
+        "status": run.status,
+        "dry_run": run.dry_run,
+        "started_at": run.started_at.isoformat(),
+        "finished_at": run.finished_at.isoformat() if run.finished_at else None,
+        "counts": run.counts or {},
+        "error": run.error,
+        "metadata": run.metadata_ or {},
+    }
+
+
+@migrate_bp.route("/<kind>", methods=["POST"])
+async def create_run(kind: str):
+    if kind not in _VALID_KINDS:
+        return _bad("unknown_kind", detail=f"kind must be one of {sorted(_VALID_KINDS)}")
+
+    # Ingest kinds accept multipart/form-data; everything else takes JSON.
+    if kind in _INGEST_KINDS:
+        form = await request.form
+        files = await request.files
+        if "export_file" not in files:
+            return _bad("missing_export_file", detail="multipart export_file required")
+        export_file = files["export_file"]
+        try:
+            raw = export_file.read()
+            data = json.loads(raw.decode("utf-8"))
+        except (UnicodeDecodeError, json.JSONDecodeError) as exc:
+            return _bad("invalid_export_file", detail=str(exc))
+        dry_run = str(form.get("dry_run", "false")).lower() in ("true", "1", "yes")
+        params: dict = {"data": data, "dry_run": dry_run}
+    else:
+        body = await request.get_json()
+        if body is None:
+            body = {}
+        if not isinstance(body, dict):
+            return _bad("invalid_body")
+        dry_run = bool(body.get("dry_run", False))
+        params = dict(body)
+
+    async with get_session() as session:
+        run = MigrationRun(kind=kind, status="pending", dry_run=dry_run)
+        session.add(run)
+        await session.commit()
+        await session.refresh(run)
+        run_id = run.id
+
+    run_migration.delay(run_id, kind, params)
+    return jsonify({"run_id": run_id, "status": "pending"}), 202
+
+
+@migrate_bp.route("/runs/<int:run_id>", methods=["GET"])
+async def get_run(run_id: int):
+    async with get_session() as session:
+        run = (await session.execute(
+            select(MigrationRun).where(MigrationRun.id == run_id)
+        )).scalar_one_or_none()
+    if run is None:
+        return _bad("not_found", status=404)
+    return jsonify(_run_to_dict(run))
+
+
+@migrate_bp.route("/runs", methods=["GET"])
+async def list_runs():
+    try:
+        limit = int(request.args.get("limit", "10"))
+    except ValueError:
+        return _bad("invalid_limit")
+    if limit < 1 or limit > 100:
+        return _bad("invalid_limit")
+
+    async with get_session() as session:
+        rows = (await session.execute(
+            select(MigrationRun)
+            .order_by(MigrationRun.id.desc())
+            .limit(limit)
+        )).scalars().all()
+    return jsonify([_run_to_dict(r) for r in rows])

backend/app/api/ml_admin.py

@@ -1,177 +1,74 @@
-"""ML admin API: settings + backfill trigger."""
+"""ML admin API: settings, backfill trigger, centroid recompute trigger."""
 
 from quart import Blueprint, jsonify, request
 
 from ..extensions import get_session
 from ..models import MLSettings
-from ..services.ml.heads import AUTO_APPLY_THRESHOLD_MAX, AUTO_APPLY_THRESHOLD_MIN
 
 ml_admin_bp = Blueprint("ml_admin", __name__, url_prefix="/api/ml")
 
 
-# Crop-proposer / detector config (#134). Announced to the GPU agent in the lease
-# → tunable here with no restart. weights = ultralytics name | URL | hf_repo::file
-# (empty, or enabled off, skips that proposer).
-_DETECTOR_FIELDS = (
-    "detector_person_enabled",
-    "detector_person_weights",
-    "detector_person_conf",
-    "detector_anatomy_enabled",
-    "detector_anatomy_weights",
-    "detector_anatomy_conf",
-    "detector_panel_enabled",
-    "detector_panel_weights",
-    "detector_panel_conf",
-    "detector_max_figures",
-    "detector_max_components",
-    "detector_max_panels",
-    "detector_max_regions",
-    "detector_dedupe_iou",
-)
-
 _EDITABLE = (
-    "cpu_embed_enabled",
-    "video_frame_interval_seconds",
-    "video_max_frames",
-    "head_min_positives",
-    "head_auto_apply_precision",
-    "head_auto_apply_enabled",
-    "head_auto_apply_min_positives",
-    "ccip_match_threshold",
-    "ccip_auto_apply_enabled",
-    "ccip_auto_apply_threshold",
-    "presentation_auto_apply_enabled",
-    "presentation_auto_apply_threshold",
-    "presentation_conflict_threshold",
-    "process_auto_apply_enabled",
-    "process_auto_apply_threshold",
-    "process_conflict_threshold",
-    "embedder_model_name",
-    "embedder_model_version",
-    *_DETECTOR_FIELDS,
+    "suggestion_threshold_artist",
+    "suggestion_threshold_character",
+    "suggestion_threshold_copyright",
+    "suggestion_threshold_general",
+    "centroid_similarity_threshold",
+    "min_reference_images",
 )
 
 
-# Supported embedders for the Settings dropdown — all 1152-d so a swap is a
-# drop-in (re-embed + retrain, no schema change). Server-authoritative so the UI
-# never free-types a model name.
-SUPPORTED_EMBEDDERS = (
-    {
-        "name": "google/siglip2-so400m-patch16-512",
-        "version": "siglip2-so400m-patch16-512",
-        "label": "SigLIP 2 · so400m · 512px (recommended)",
-        "dim": 1152,
-    },
-    {
-        "name": "google/siglip2-so400m-patch16-384",
-        "version": "siglip2-so400m-patch16-384",
-        "label": "SigLIP 2 · so400m · 384px (faster)",
-        "dim": 1152,
-    },
-    {
-        "name": "google/siglip-so400m-patch14-384",
-        "version": "siglip-so400m-patch14-384",
-        "label": "SigLIP 1 · so400m · 384px (original)",
-        "dim": 1152,
-    },
-)
-
-
-@ml_admin_bp.route("/embedder-models", methods=["GET"])
-async def embedder_models():
-    return jsonify({"models": list(SUPPORTED_EMBEDDERS)})
-
-
 @ml_admin_bp.route("/settings", methods=["GET"])
 async def get_settings():
+    from sqlalchemy import select
+
     async with get_session() as session:
-        s = await MLSettings.load(session)
-    # Table-driven off _EDITABLE (which PATCH also writes) so a new settings field
-    # can never be silently absent from GET — the split that historically dropped
-    # fields. _EDITABLE already includes *_DETECTOR_FIELDS.
-    return jsonify({f: getattr(s, f) for f in _EDITABLE})
+        s = (
+            await session.execute(select(MLSettings).where(MLSettings.id == 1))
+        ).scalar_one()
+    return jsonify(
+        {
+            "suggestion_threshold_artist": s.suggestion_threshold_artist,
+            "suggestion_threshold_character": s.suggestion_threshold_character,
+            "suggestion_threshold_copyright": s.suggestion_threshold_copyright,
+            "suggestion_threshold_general": s.suggestion_threshold_general,
+            "centroid_similarity_threshold": s.centroid_similarity_threshold,
+            "min_reference_images": s.min_reference_images,
+            "tagger_model_version": s.tagger_model_version,
+            "embedder_model_version": s.embedder_model_version,
+        }
+    )
 
 
 @ml_admin_bp.route("/settings", methods=["PATCH"])
 async def patch_settings():
+    from sqlalchemy import select
+
     body = await request.get_json()
     if not isinstance(body, dict):
         return jsonify({"error": "body must be an object"}), 400
     async with get_session() as session:
-        s = await MLSettings.load(session)
-
-        # Merge the patch over current values, then validate the result as a
-        # whole — the store-floor invariant couples three fields, so they
-        # can't be checked one at a time.
-        proposed = {f: getattr(s, f) for f in _EDITABLE}
+        s = (
+            await session.execute(select(MLSettings).where(MLSettings.id == 1))
+        ).scalar_one()
         for field in _EDITABLE:
             if field in body:
-                proposed[field] = body[field]
-
-        err = _validate(proposed)
-        if err is not None:
-            return jsonify({"error": err}), 400
-
-        for field in _EDITABLE:
-            setattr(s, field, proposed[field])
+                setattr(s, field, body[field])
         await session.commit()
     return await get_settings()
 
 
-def _validate(p: dict) -> str | None:
-    """Returns an error string if the proposed settings are invalid, else None."""
-    # Video embedding (#747).
-    if p["video_frame_interval_seconds"] <= 0:
-        return "video_frame_interval_seconds must be > 0"
-    if p["video_max_frames"] < 1:
-        return "video_max_frames must be >= 1"
-    # Head training (#114).
-    if int(p["head_min_positives"]) < 1:
-        return "head_min_positives must be >= 1"
-    if not (AUTO_APPLY_THRESHOLD_MIN <= float(p["head_auto_apply_precision"]) <= AUTO_APPLY_THRESHOLD_MAX):
-        return f"head_auto_apply_precision must be between {AUTO_APPLY_THRESHOLD_MIN} and {AUTO_APPLY_THRESHOLD_MAX}"
-    if int(p["head_auto_apply_min_positives"]) < 1:
-        return "head_auto_apply_min_positives must be >= 1"
-    if not (AUTO_APPLY_THRESHOLD_MIN <= float(p["ccip_match_threshold"]) <= AUTO_APPLY_THRESHOLD_MAX):
-        return f"ccip_match_threshold must be between {AUTO_APPLY_THRESHOLD_MIN} and {AUTO_APPLY_THRESHOLD_MAX}"
-    if not (AUTO_APPLY_THRESHOLD_MIN <= float(p["ccip_auto_apply_threshold"]) <= AUTO_APPLY_THRESHOLD_MAX):
-        return f"ccip_auto_apply_threshold must be between {AUTO_APPLY_THRESHOLD_MIN} and {AUTO_APPLY_THRESHOLD_MAX}"
-    # Presentation chrome auto-hide (#141). Auto-apply runs high (hiding is
-    # consequential); the conflict cut is a plain probability [0,1].
-    if not (AUTO_APPLY_THRESHOLD_MIN <= float(p["presentation_auto_apply_threshold"]) <= AUTO_APPLY_THRESHOLD_MAX):
-        return f"presentation_auto_apply_threshold must be between {AUTO_APPLY_THRESHOLD_MIN} and {AUTO_APPLY_THRESHOLD_MAX}"
-    if not (0.0 <= float(p["presentation_conflict_threshold"]) <= 1.0):
-        return "presentation_conflict_threshold must be between 0 and 1"
-    # Process auto-apply (#1464). wip/editor stay VISIBLE so a false apply is
-    # low-harm (excludes-from-training + a review flag), but keep the same bar.
-    if not (AUTO_APPLY_THRESHOLD_MIN <= float(p["process_auto_apply_threshold"]) <= AUTO_APPLY_THRESHOLD_MAX):
-        return f"process_auto_apply_threshold must be between {AUTO_APPLY_THRESHOLD_MIN} and {AUTO_APPLY_THRESHOLD_MAX}"
-    if not (0.0 <= float(p["process_conflict_threshold"]) <= 1.0):
-        return "process_conflict_threshold must be between 0 and 1"
-    # Embedder model swap (#1190): both must be non-empty. Changing them means a
-    # different embedding space — the operator must re-embed + retrain after.
-    for key in ("embedder_model_name", "embedder_model_version"):
-        if not str(p[key]).strip():
-            return f"{key} must not be empty"
-    # Crop proposers (#134). Weights may be empty (that proposer is just off);
-    # confidences are probabilities; caps are positive counts; IoU is [0,1].
-    for key in ("detector_person_conf", "detector_anatomy_conf", "detector_panel_conf"):
-        if not (0.0 <= float(p[key]) <= 1.0):
-            return f"{key} must be between 0 and 1"
-    for key in (
-        "detector_max_figures", "detector_max_components",
-        "detector_max_panels", "detector_max_regions",
-    ):
-        if int(p[key]) < 1:
-            return f"{key} must be >= 1"
-    if not (0.0 <= float(p["detector_dedupe_iou"]) <= 1.0):
-        return "detector_dedupe_iou must be between 0 and 1"
-    return None
-
-
 @ml_admin_bp.route("/backfill", methods=["POST"])
 async def trigger_backfill():
     from ..tasks.ml import backfill
 
     r = backfill.delay()
     return jsonify({"celery_task_id": r.id}), 202
+
+
+@ml_admin_bp.route("/recompute-centroids", methods=["POST"])
+async def trigger_recompute():
+    from ..tasks.ml import recompute_centroids
+
+    r = recompute_centroids.delay()
+    return jsonify({"celery_task_id": r.id}), 202

backend/app/api/posts.py

@@ -3,27 +3,18 @@
 from quart import Blueprint, jsonify, request
 
 from ..extensions import get_session
-from ..models import ImportSettings, Post
-from ..services import interpreter_client as ic
 from ..services.post_feed_service import PostFeedService
 from ..services.source_service import KNOWN_PLATFORMS
-from ..utils.text import html_to_plain
-from ._responses import error_response as _bad
 
 posts_bp = Blueprint("posts", __name__, url_prefix="/api/posts")
 
-_TRANSLATION_OVERRIDES = ("auto", "force", "original")
 
-
-def _queue_for_sweep(post: Post) -> None:
-    """Mark a post untranslated (all translation columns NULL) so the periodic
-    sweep re-runs it under its new override — used when Interpreter is down and we
-    can't translate inline."""
-    post.post_title_translated = None
-    post.description_translated = None
-    post.translated_source_lang = None
-    post.translation_engine_version = None
-    post.translated_at = None
+def _bad(error: str, *, status: int = 400, detail: str | None = None, **extra):
+    body = {"error": error}
+    if detail is not None:
+        body["detail"] = detail
+    body.update(extra)
+    return jsonify(body), status
 
 
 @posts_bp.route("", methods=["GET"])
@@ -33,10 +24,7 @@ async def list_posts():
     cursor = args.get("cursor") or None
     artist_id_raw = args.get("artist_id")
     platform = args.get("platform") or None
-    q = (args.get("q") or "").strip() or None
     limit_raw = args.get("limit", "24")
-    direction = args.get("direction", "older")
-    around_raw = args.get("around")
 
     try:
         limit = int(limit_raw)
@@ -45,16 +33,6 @@ async def list_posts():
     if limit < 1 or limit > 100:
         return _bad("invalid_limit", detail="limit must be between 1 and 100")
 
-    if direction not in ("older", "newer"):
-        return _bad("invalid_direction", detail="direction must be 'older' or 'newer'")
-
-    around_id = None
-    if around_raw is not None:
-        try:
-            around_id = int(around_raw)
-        except ValueError:
-            return _bad("invalid_around", detail="around must be an integer post id")
-
     artist_id = None
     if artist_id_raw is not None:
         try:
@@ -69,19 +47,10 @@ async def list_posts():
         )
 
     async with get_session() as session:
-        svc = PostFeedService(session)
-        if around_id is not None:
-            result = await svc.around(
-                post_id=around_id, artist_id=artist_id,
-                platform=platform, q=q, limit=limit,
-            )
-            if result is None:
-                return _bad("not_found", status=404, detail=f"post id={around_id}")
-            return jsonify(result)
         try:
-            page = await svc.scroll(
+            page = await PostFeedService(session).scroll(
                 cursor=cursor, artist_id=artist_id,
-                platform=platform, q=q, limit=limit, direction=direction,
+                platform=platform, limit=limit,
             )
         except ValueError as exc:
             # Service raises ValueError for malformed cursors only;
@@ -98,70 +67,3 @@ async def get_post(post_id: int):
     if item is None:
         return _bad("not_found", status=404, detail=f"post id={post_id}")
     return jsonify(item)
-
-
-@posts_bp.route("/<int:post_id>/translation-override", methods=["POST"])
-async def set_translation_override(post_id: int):
-    """Sticky per-post translation override (milestone 155). Body:
-    ``{"override": "auto" | "force" | "original"}``.
-
-    'original' keeps the original (clears any stored translation now — no
-    Interpreter needed). 'force'/'auto' translate the post immediately if the
-    service is up (force bypasses the acceptance floor; auto re-runs the gate);
-    if it's down we save the flag and mark the post untranslated so the next sweep
-    applies it. The override persists, so the sweep + Re-translate-all keep
-    honoring it. Returns the updated translation fields + an ``applied`` status."""
-    body = await request.get_json(silent=True) or {}
-    override = body.get("override")
-    if override not in _TRANSLATION_OVERRIDES:
-        return _bad(
-            "invalid_override",
-            detail=f"override must be one of {list(_TRANSLATION_OVERRIDES)}",
-        )
-
-    # Lazy import (mirrors settings.py) so the API module doesn't pull the celery
-    # task graph at import time.
-    from ..tasks.translation import _store_translation, _translate_field
-
-    async with get_session() as session:
-        post = await session.get(Post, post_id)
-        if post is None:
-            return _bad("not_found", status=404, detail=f"post id={post_id}")
-        post.translation_override = override
-        cfg = await ImportSettings.load(session)
-        target = (cfg.translation_target_lang or "en").strip() or "en"
-
-        if override == "original":
-            _store_translation(post, (None, None, None), (None, None, None), target)
-            applied = "cleared"
-        else:
-            base_url = (cfg.interpreter_base_url or "").strip()
-            if cfg.translation_enabled and base_url and ic.health(base_url):
-                force = override == "force"
-                title = (post.post_title or "").strip()
-                desc = (html_to_plain(post.description) if post.description else "") or ""
-                desc = desc.strip()
-                mc = cfg.translation_min_confidence
-                try:
-                    title_res = _translate_field(title, base_url, target, mc, force=force)
-                    desc_res = _translate_field(desc, base_url, target, mc, force=force)
-                except ic.InterpreterUnavailable:
-                    _queue_for_sweep(post)
-                    applied = "queued"
-                else:
-                    _store_translation(post, title_res, desc_res, target)
-                    applied = "translated"
-            else:
-                # Disabled / no URL / unhealthy → let the sweep apply it later.
-                _queue_for_sweep(post)
-                applied = "queued"
-
-        await session.commit()
-        return jsonify({
-            "id": post.id,
-            "translation_override": post.translation_override,
-            "post_title_translated": post.post_title_translated,
-            "description_translated": post.description_translated,
-            "translated_source_lang": post.translated_source_lang,
-            "applied": applied,
-        })

backend/app/api/settings.py

@@ -1,24 +1,12 @@
 """Settings API: import filters, system stats."""
 
-import asyncio
 import secrets
 
 from quart import Blueprint, jsonify, request
-from sqlalchemy import func, or_, select
+from sqlalchemy import func, select
 
 from ..extensions import get_session
-from ..models import (
-    AppSetting,
-    Artist,
-    ImageRecord,
-    ImportBatch,
-    ImportSettings,
-    ImportTask,
-    Post,
-    Tag,
-    TaskRun,
-)
-from ..services import interpreter_client as ic
+from ..models import AppSetting, Artist, ImageRecord, ImportBatch, ImportSettings, ImportTask, Tag
 
 settings_bp = Blueprint("settings", __name__, url_prefix="/api")
 
@@ -37,38 +25,30 @@ _EDITABLE_FIELDS = (
     "download_schedule_default_seconds",
     "download_event_retention_days",
     "download_failure_warning_threshold",
-    "series_suggest_enabled",
-    "series_suggest_threshold",
-    "extdl_mega_enabled",
-    "extdl_gdrive_enabled",
-    "extdl_mediafire_enabled",
-    "extdl_dropbox_enabled",
-    "extdl_pixeldrain_enabled",
-    "translation_enabled",
-    "interpreter_base_url",
-    "translation_target_lang",
-    "translation_min_confidence",
-    "wip_title_tagging_enabled",
-    "wip_soft_title_tagging_enabled",
-)
-
-# Per-host external-download toggles — all plain booleans, validated uniformly.
-_EXTDL_TOGGLE_FIELDS = (
-    "extdl_mega_enabled",
-    "extdl_gdrive_enabled",
-    "extdl_mediafire_enabled",
-    "extdl_dropbox_enabled",
-    "extdl_pixeldrain_enabled",
 )
 
 
 @settings_bp.route("/settings/import", methods=["GET"])
 async def get_import_settings():
     async with get_session() as session:
-        row = await ImportSettings.load(session)
-    # Table-driven off _EDITABLE_FIELDS (which PATCH also writes) so a new field
-    # can't be silently absent from GET.
-    return jsonify({f: getattr(row, f) for f in _EDITABLE_FIELDS})
+        row = (
+            await session.execute(select(ImportSettings).where(ImportSettings.id == 1))
+        ).scalar_one()
+    return jsonify({
+        "min_width": row.min_width,
+        "min_height": row.min_height,
+        "skip_transparent": row.skip_transparent,
+        "transparency_threshold": row.transparency_threshold,
+        "skip_single_color": row.skip_single_color,
+        "single_color_threshold": row.single_color_threshold,
+        "single_color_tolerance": row.single_color_tolerance,
+        "phash_threshold": row.phash_threshold,
+        "download_rate_limit_seconds": row.download_rate_limit_seconds,
+        "download_validate_files": row.download_validate_files,
+        "download_schedule_default_seconds": row.download_schedule_default_seconds,
+        "download_event_retention_days": row.download_event_retention_days,
+        "download_failure_warning_threshold": row.download_failure_warning_threshold,
+    })
 
 
 @settings_bp.route("/settings/import", methods=["PATCH"])
@@ -118,53 +98,10 @@ async def update_import_settings():
         if not isinstance(v, int) or isinstance(v, bool) or v < 1 or v > 100:
             return _bad_int("download_failure_warning_threshold", 1, 100)
 
-    if "series_suggest_enabled" in body and not isinstance(
-        body["series_suggest_enabled"], bool
-    ):
-        return jsonify(
-            {"error": "series_suggest_enabled must be a boolean"}
-        ), 400
-    for tog in _EXTDL_TOGGLE_FIELDS:
-        if tog in body and not isinstance(body[tog], bool):
-            return jsonify({"error": f"{tog} must be a boolean"}), 400
-    # Translation (#143): base URL may be empty (feature off until set — no
-    # default host; the operator points it at their own Interpreter proxy).
-    if "translation_enabled" in body and not isinstance(
-        body["translation_enabled"], bool
-    ):
-        return jsonify({"error": "translation_enabled must be a boolean"}), 400
-    for key in ("interpreter_base_url", "translation_target_lang"):
-        if key in body and not isinstance(body[key], str):
-            return jsonify({"error": f"{key} must be a string"}), 400
-    # Acceptance floor (milestone 155): latin-script translations below this
-    # Interpreter confidence are kept as the original.
-    if "translation_min_confidence" in body:
-        v = body["translation_min_confidence"]
-        if not isinstance(v, (int, float)) or isinstance(v, bool) or v < 0 or v > 1:
-            return jsonify(
-                {"error": "translation_min_confidence must be a number in [0, 1]"}
-            ), 400
-    if "series_suggest_threshold" in body:
-        v = body["series_suggest_threshold"]
-        if not isinstance(v, (int, float)) or isinstance(v, bool) or v < 0 or v > 1:
-            return jsonify(
-                {"error": "series_suggest_threshold must be a number in [0, 1]"}
-            ), 400
-    if "wip_title_tagging_enabled" in body and not isinstance(
-        body["wip_title_tagging_enabled"], bool
-    ):
-        return jsonify(
-            {"error": "wip_title_tagging_enabled must be a boolean"}
-        ), 400
-    if "wip_soft_title_tagging_enabled" in body and not isinstance(
-        body["wip_soft_title_tagging_enabled"], bool
-    ):
-        return jsonify(
-            {"error": "wip_soft_title_tagging_enabled must be a boolean"}
-        ), 400
-
     async with get_session() as session:
-        row = await ImportSettings.load(session)
+        row = (
+            await session.execute(select(ImportSettings).where(ImportSettings.id == 1))
+        ).scalar_one()
         for field in _EDITABLE_FIELDS:
             if field in body:
                 setattr(row, field, body[field])
@@ -173,18 +110,6 @@ async def update_import_settings():
     return await get_import_settings()
 
 
-@settings_bp.route("/settings/wip-title/scan", methods=["POST"])
-async def wip_title_scan():
-    """Enqueue the back-catalogue WIP-title scan (task #1458 Settings button):
-    apply the `wip` system tag to EXISTING posts whose title declares
-    work-in-progress. New imports are tagged live by the importer; this catches
-    the existing library. Returns the Celery task id (202)."""
-    from ..tasks.maintenance import backfill_wip_title_tags
-
-    r = backfill_wip_title_tags.delay()
-    return jsonify({"celery_task_id": r.id}), 202
-
-
 @settings_bp.route("/system/stats", methods=["GET"])
 async def system_stats():
     async with get_session() as session:
@@ -310,159 +235,3 @@ async def rotate_extension_api_key():
             row.value = new_value
         await session.commit()
     return jsonify({"key": new_value})
-
-
-# --- Translation (#143): live status + manual "Translate now" --------------
-
-
-@settings_bp.route("/settings/translation/status", methods=["GET"])
-async def translation_status():
-    """For the Settings card: is it on, is a URL set, is the service reachable,
-    and how many posts still await translation. Health runs the sync client in a
-    thread so the event loop isn't blocked."""
-    translation_tasks = (
-        "backend.app.tasks.translation.translate_posts",
-        "backend.app.tasks.translation.retranslate_posts",
-    )
-    async with get_session() as session:
-        cfg = await ImportSettings.load(session)
-        untranslated = (await session.execute(
-            select(func.count(Post.id))
-            .where(Post.translated_source_lang.is_(None))
-            .where(or_(
-                Post.post_title.is_not(None), Post.description.is_not(None),
-            ))
-        )).scalar_one()
-        # Live progress: is a sweep running now, and what did the last one do?
-        # (run-until-done re-enqueues itself, so `active` stays true across a
-        # bulk re-translate; `last_run` surfaces a completed run's outcome.)
-        active = (await session.execute(
-            select(func.count(TaskRun.id))
-            .where(TaskRun.task_name.in_(translation_tasks))
-            .where(TaskRun.status == "running")
-        )).scalar_one()
-        last = (await session.execute(
-            select(TaskRun.task_name, TaskRun.status, TaskRun.finished_at)
-            .where(TaskRun.task_name.in_(translation_tasks))
-            .where(TaskRun.finished_at.is_not(None))
-            .order_by(TaskRun.finished_at.desc())
-            .limit(1)
-        )).first()
-    base_url = (cfg.interpreter_base_url or "").strip()
-    healthy = await asyncio.to_thread(ic.health, base_url) if base_url else False
-    return jsonify({
-        "enabled": cfg.translation_enabled,
-        "base_url_set": bool(base_url),
-        "healthy": healthy,
-        "untranslated_count": int(untranslated),
-        "active": int(active) > 0,
-        "last_run": {
-            "task": last[0].rsplit(".", 1)[-1],
-            "status": last[1],
-            "finished_at": last[2].isoformat() if last[2] else None,
-        } if last else None,
-    })
-
-
-@settings_bp.route("/settings/translation/test", methods=["POST"])
-async def translation_test():
-    """On-demand reachability check for a GIVEN Interpreter base URL (the Settings
-    'Test connection' button) — pings /v1/health without saving, so the operator
-    can verify a URL before enabling. Health runs in a thread (sync client)."""
-    body = await request.get_json()
-    base_url = ""
-    if isinstance(body, dict):
-        base_url = (body.get("base_url") or "").strip()
-    healthy = await asyncio.to_thread(ic.health, base_url) if base_url else False
-    return jsonify({"healthy": healthy})
-
-
-@settings_bp.route("/settings/translation/probe", methods=["POST"])
-async def translation_probe():
-    """Diagnostic for the Settings 'Test translation' box: translate a pasted
-    snippet WITHOUT saving anything, returning what Interpreter *detected*
-    (language + confidence) alongside the result. Lets the operator see why a
-    given string was (mis-)detected — e.g. a short English title flagged as
-    another language — so a detection guard can be tuned from real numbers.
-    Read-only: no post is touched. Uses the currently-saved base URL + target."""
-    body = await request.get_json(silent=True)
-    body = body if isinstance(body, dict) else {}
-    text = (body.get("text") or "").strip()
-    if not text:
-        return jsonify({"error": "provide text to translate"}), 400
-    async with get_session() as session:
-        cfg = await ImportSettings.load(session)
-    base_url = (cfg.interpreter_base_url or "").strip()
-    if not base_url:
-        return jsonify({"error": "no Interpreter base URL is set"}), 400
-    target = (cfg.translation_target_lang or "en").strip() or "en"
-    try:
-        res = await asyncio.to_thread(
-            ic.translate, [text], base_url=base_url, target=target,
-        )
-    except ic.InterpreterUnavailable as e:
-        return jsonify({"error": f"Interpreter unavailable: {e}"}), 503
-    except ic.InterpreterBadRequest as e:
-        return jsonify({"error": f"Interpreter rejected the request: {e}"}), 400
-    translations = res.get("translations") or []
-    return jsonify({
-        "target": target,
-        "detected_lang": res.get("detected_lang"),
-        "detected_confidence": res.get("detected_confidence"),
-        "engine": res.get("engine"),
-        "engine_version": res.get("engine_version"),
-        "translated": translations[0] if translations else None,
-    })
-
-
-@settings_bp.route("/settings/translation/run", methods=["POST"])
-async def translation_run():
-    """Enqueue the translate sweep now (the Settings 'Translate now' button).
-    Runs in drain mode — run-until-done — so one press chases the whole
-    untranslated backlog to zero rather than a single 300-post chunk."""
-    async with get_session() as session:
-        cfg = await ImportSettings.load(session)
-    if not cfg.translation_enabled or not (cfg.interpreter_base_url or "").strip():
-        return jsonify(
-            {"error": "translation is disabled or no base URL is set"}
-        ), 400
-    from ..tasks.translation import translate_posts
-
-    r = translate_posts.delay(drain=True)
-    return jsonify({"celery_task_id": r.id}), 202
-
-
-@settings_bp.route("/settings/translation/retranslate", methods=["POST"])
-async def translation_retranslate():
-    """Re-translate stored translations after a model change (m146). Body:
-    ``{"artist_id": <int>}`` aims at one artist; ``{"all": true}`` re-runs every
-    artist. ``all`` must be explicit so an empty/typo body can't wipe everything.
-    Clears the scoped translations and enqueues the run-until-done retranslate
-    sweep (the Interpreter cache re-translates on a changed model, is cache-fast
-    otherwise). Same enabled + base-URL guard as 'Translate now'."""
-    body = await request.get_json(silent=True)
-    body = body if isinstance(body, dict) else {}
-    artist_id = body.get("artist_id")
-    do_all = bool(body.get("all"))
-    if artist_id is None and not do_all:
-        return jsonify(
-            {"error": "provide artist_id, or all=true to re-translate everything"}
-        ), 400
-    if artist_id is not None:
-        try:
-            artist_id = int(artist_id)
-        except (TypeError, ValueError):
-            return jsonify({"error": "artist_id must be an integer"}), 400
-
-    async with get_session() as session:
-        cfg = await ImportSettings.load(session)
-    if not cfg.translation_enabled or not (cfg.interpreter_base_url or "").strip():
-        return jsonify(
-            {"error": "translation is disabled or no base URL is set"}
-        ), 400
-    from ..tasks.translation import retranslate_posts
-
-    # artist_id wins when both are sent; otherwise all=true → None (every artist).
-    artist_ids = [artist_id] if artist_id is not None else None
-    r = retranslate_posts.delay(artist_ids=artist_ids)
-    return jsonify({"celery_task_id": r.id}), 202

backend/app/api/sources.py

@@ -5,7 +5,6 @@ from sqlalchemy import select
 
 from ..extensions import get_session
 from ..models import DownloadEvent, Source
-from ..services.scheduler_service import active_platform_cooldowns, scheduler_status
 from ..services.source_service import (
     KNOWN_PLATFORMS,
     ArtistNotFoundError,
@@ -15,11 +14,18 @@ from ..services.source_service import (
     SourceService,
     UnknownPlatformError,
 )
-from ._responses import error_response as _bad
 
 sources_bp = Blueprint("sources", __name__, url_prefix="/api/sources")
 
 
+def _bad(error: str, *, status: int = 400, detail: str | None = None, **extra):
+    body = {"error": error}
+    if detail is not None:
+        body["detail"] = detail
+    body.update(extra)
+    return jsonify(body), status
+
+
 @sources_bp.route("", methods=["GET"])
 async def list_sources():
     artist_id_raw = request.args.get("artist_id")
@@ -29,19 +35,11 @@ async def list_sources():
             artist_id = int(artist_id_raw)
         except ValueError:
             return _bad("invalid_artist_id", detail="artist_id must be an integer")
-    failing = request.args.get("failing", "").lower() in ("1", "true", "yes")
     async with get_session() as session:
-        records = await SourceService(session).list(artist_id=artist_id, failing=failing)
+        records = await SourceService(session).list(artist_id=artist_id)
     return jsonify([r.to_dict() for r in records])
 
 
-@sources_bp.route("/schedule-status", methods=["GET"])
-async def schedule_status():
-    """FC-dashboards: scheduler health for the Subscriptions hub."""
-    async with get_session() as session:
-        return jsonify(await scheduler_status(session))
-
-
 @sources_bp.route("/<int:source_id>", methods=["GET"])
 async def get_source(source_id: int):
     async with get_session() as session:
@@ -85,22 +83,6 @@ async def create_source():
             return _bad("empty_url", detail=str(exc))
         except DuplicateSourceError as exc:
             return _bad("duplicate", status=409, existing_id=exc.existing_id)
-
-        # Immediate kickoff: a new enabled source is armed for backfill (#693)
-        # but would otherwise sit idle until the next scheduler tick (~60s).
-        # Enqueue the first walk now, skipping only if the platform is in a
-        # rate-limit cooldown (the scheduler picks it up when that clears).
-        dispatch_id = None
-        if record.enabled:
-            cooldowns = await active_platform_cooldowns(session)
-            if record.platform not in cooldowns:
-                session.add(DownloadEvent(source_id=record.id, status="pending"))
-                await session.commit()
-                dispatch_id = record.id
-
-    if dispatch_id is not None:
-        from ..tasks.download import download_source
-        download_source.delay(dispatch_id)
     return jsonify(record.to_dict()), 201
 
 
@@ -136,115 +118,12 @@ async def delete_source(source_id: int):
     return "", 204
 
 
-@sources_bp.route("/<int:source_id>/reassign", methods=["POST"])
-async def reassign_source(source_id: int):
-    """Move this source (and the content it brought in) to another artist
-    (#130). Files don't move — the slug is immutable — so this just re-attributes
-    the source, its posts, and its images. Body: {target_artist_id}."""
-    body = await request.get_json(silent=True) or {}
-    target = body.get("target_artist_id")
-    if not isinstance(target, int):
-        return _bad("invalid_body", detail="target_artist_id (int) required")
-    async with get_session() as session:
-        try:
-            record = await SourceService(session).reassign(source_id, target)
-        except LookupError:
-            return _bad("not_found", status=404)
-        except ArtistNotFoundError:
-            return _bad("artist_not_found", detail="target artist not found", status=404)
-    return jsonify(record.to_dict())
-
-
-@sources_bp.route("/<int:source_id>/backfill", methods=["POST"])
-async def set_backfill(source_id: int):
-    """Plan #693/#697 + #830: start/stop a backfill, or start a recovery /
-    recapture. Body: `{"action": "start" | "stop" | "recover" | "recapture"}`
-    (default "start"). 'start' walks the full post history in time-boxed chunks
-    until it reaches the bottom (then the source shows 'complete'); 'recover' is
-    the same walk but bypasses the Patreon seen-ledger to re-fetch
-    dropped-and-deleted near-dups under the current pHash threshold; 'recapture'
-    re-grabs EVERY post's body + external links and localizes on-disk inline
-    images WITHOUT re-downloading media; 'stop' cancels any back to tick mode.
-    Returns the updated source dict (incl. backfill_state / backfill_chunks /
-    backfill_bypass_seen / backfill_recapture)."""
-    from pathlib import Path
-
-    from ..services.credential_service import CredentialService
-    from ..services.download_backends import (
-        uses_native_ingester,
-        verify_source_credential,
-    )
-    from .credentials import _get_crypto
-
-    payload = await request.get_json(silent=True) or {}
-    action = payload.get("action", "start")
-    if action not in ("start", "stop", "recover", "recapture"):
-        return _bad(
-            "invalid_action",
-            detail="action must be 'start', 'stop', 'recover', or 'recapture'",
-        )
-
-    # Pre-flight (plan #703 #2): before arming a deep walk on a native-ingester
-    # platform (where verify is one cheap API page), refuse if the credential is
-    # DEFINITIVELY rejected — don't burn chunks against expired cookies. Proceed
-    # on valid OR inconclusive (a network blip shouldn't block). Gated to native
-    # platforms: gallery-dl verify is a slow --simulate subprocess, too heavy for
-    # an arm action. The credential read happens in a session that's CLOSED
-    # before the verify network call (don't hold a DB conn across the request).
-    if action in ("start", "recover", "recapture"):
-        async with get_session() as session:
-            rec = await SourceService(session).get(source_id)
-            if rec is None:
-                return _bad("not_found", status=404)
-            native = uses_native_ingester(rec.platform)
-            if native:
-                cred = CredentialService(session, _get_crypto())
-                cookies_path = await cred.get_cookies_path(rec.platform)
-                auth_token = await cred.get_token(rec.platform)
-        if native:
-            ok, message = await verify_source_credential(
-                platform=rec.platform,
-                url=rec.url,
-                artist_slug=rec.artist_slug,
-                config_overrides=rec.config_overrides or {},
-                cookies_path=str(cookies_path) if cookies_path else None,
-                auth_token=auth_token,
-                images_root=Path("/images"),
-            )
-            if ok is False:
-                return _bad("credential_rejected", detail=message, status=409)
-
-    async with get_session() as session:
-        try:
-            svc = SourceService(session)
-            if action == "start":
-                record = await svc.start_backfill(source_id)
-            elif action == "recover":
-                record = await svc.start_recovery(source_id)
-            elif action == "recapture":
-                record = await svc.start_recapture(source_id)
-            else:
-                record = await svc.stop_backfill(source_id)
-        except LookupError:
-            return _bad("not_found", status=404)
-    return jsonify(record.to_dict())
-
-
 @sources_bp.route("/<int:source_id>/check", methods=["POST"])
 async def check_source(source_id: int):
     """FC-3c: enqueue a download for this source.
 
     Returns 202 with the new DownloadEvent id. If a pending/running
-    event already exists for this source, returns 409 with that id. If
-    the source's platform is currently in a rate-limit cooldown, returns
-    **202 with `{status: "deferred", cooldown_until, platform}`** and
-    does NOT create an event or dispatch — the bulk retry path uses this
-    to avoid bowling N sources right back into the rate limit the
-    cooldown is preventing. Single-click "retry this one source" passes
-    `?force=true` to override the cooldown (operator-explicit, useful
-    for rapid auth-fix testing). The in-flight guard always applies.
-    """
-    force = (request.args.get("force") or "").lower() in ("1", "true", "yes")
+    event already exists for this source, returns 409 with that id."""
     async with get_session() as session:
         source = (await session.execute(
             select(Source).where(Source.id == source_id)
@@ -254,19 +133,6 @@ async def check_source(source_id: int):
         if not source.enabled:
             return _bad("source_disabled", detail="enable the source first")
 
-        # Cooldown gate (unless explicitly overridden). Checked before the
-        # in-flight guard because a deferred retry doesn't need to create
-        # or check for an event at all.
-        if not force:
-            cooldowns = await active_platform_cooldowns(session)
-            expires_at = cooldowns.get(source.platform)
-            if expires_at is not None:
-                return jsonify({
-                    "status": "deferred",
-                    "platform": source.platform,
-                    "cooldown_until": expires_at.isoformat(),
-                }), 202
-
         in_flight = (await session.execute(
             select(DownloadEvent.id).where(
                 DownloadEvent.source_id == source_id,

backend/app/api/suggestions.py

@@ -11,22 +11,8 @@ suggestions_bp = Blueprint("suggestions", __name__, url_prefix="/api")
 
 @suggestions_bp.route("/images/<int:image_id>/suggestions", methods=["GET"])
 async def get_suggestions(image_id: int):
-    # ?min=<float> overrides the per-head suggest thresholds for INCLUSION. The
-    # rail sends min=0 in its single per-image fetch to get EVERY head (each row
-    # still carries above_threshold vs its natural cut), then derives the panel
-    # (above_threshold) and the typed dropdown (all, filtered by text) client-side
-    # — no second request. Omitted → only above-threshold rows.
-    override = None
-    raw_min = request.args.get("min")
-    if raw_min is not None:
-        try:
-            override = min(1.0, max(0.0, float(raw_min)))
-        except ValueError:
-            return jsonify({"error": "min must be a float in [0,1]"}), 400
     async with get_session() as session:
-        sl = await SuggestionService(session).for_image(
-            image_id, threshold_override=override
-        )
+        sl = await SuggestionService(session).for_image(image_id)
     return jsonify(
         {
             "by_category": {
@@ -37,19 +23,7 @@ async def get_suggestions(image_id: int):
                         "category": s.category,
                         "score": round(s.score, 4),
                         "source": s.source,
-                        # whether the score cleared the head's own suggest cut.
-                        # The single min=0 fetch returns every head; the panel
-                        # shows above_threshold, the typed dropdown shows all and
-                        # annotates each match with its score.
-                        "above_threshold": s.above_threshold,
-                        # operator dismissed this tag for this image — surfaced
-                        # (not dropped) so the rail can show it rejected + offer
-                        # one-click un-reject.
-                        "rejected": s.rejected,
-                        # the crop region that produced this tag (#1206) —
-                        # {bbox,kind,detector} or null (whole-image won). Drives
-                        # the hover→overlay highlight.
-                        "grounding": s.grounding,
+                        "creates_new_tag": s.creates_new_tag,
                     }
                     for s in items
                 ]
@@ -68,9 +42,36 @@ async def accept_suggestion(image_id: int):
         return jsonify({"error": "tag_id required"}), 400
     tag_id = body["tag_id"]
     async with get_session() as session:
-        await AllowlistService(session).accept(image_id, tag_id)
+        newly_added = await AllowlistService(session).accept(image_id, tag_id)
         await session.commit()
-    return jsonify({"accepted": True, "tag_id": tag_id})
+    if newly_added:
+        from ..tasks.ml import apply_allowlist_tags
+
+        apply_allowlist_tags.delay(tag_id=tag_id)
+    return "", 204
+
+
+@suggestions_bp.route(
+    "/images/<int:image_id>/suggestions/alias", methods=["POST"]
+)
+async def alias_suggestion(image_id: int):
+    body = await request.get_json()
+    required = {"alias_string", "alias_category", "canonical_tag_id"}
+    if not body or not required.issubset(body):
+        return jsonify({"error": f"required: {sorted(required)}"}), 400
+    async with get_session() as session:
+        newly_added = await AllowlistService(session).add_alias_and_accept(
+            image_id,
+            body["alias_string"],
+            body["alias_category"],
+            body["canonical_tag_id"],
+        )
+        await session.commit()
+    if newly_added:
+        from ..tasks.ml import apply_allowlist_tags
+
+        apply_allowlist_tags.delay(tag_id=body["canonical_tag_id"])
+    return "", 204
 
 
 @suggestions_bp.route(
@@ -86,21 +87,6 @@ async def dismiss_suggestion(image_id: int):
     return "", 204
 
 
-@suggestions_bp.route(
-    "/images/<int:image_id>/suggestions/undismiss", methods=["POST"]
-)
-async def undismiss_suggestion(image_id: int):
-    """Reverse a per-image dismissal (reject-recovery). Idempotent — undoing a
-    tag that isn't rejected is a no-op delete."""
-    body = await request.get_json()
-    if not body or "tag_id" not in body:
-        return jsonify({"error": "tag_id required"}), 400
-    async with get_session() as session:
-        await AllowlistService(session).undismiss(image_id, body["tag_id"])
-        await session.commit()
-    return "", 204
-
-
 @suggestions_bp.route("/suggestions/bulk", methods=["POST"])
 async def bulk_suggestions():
     body = await request.get_json()

backend/app/api/system_activity.py

@@ -20,7 +20,6 @@ from sqlalchemy import desc, func, select
 from ..config import get_config
 from ..extensions import get_session
 from ..models import TaskRun
-from ..services.scheduler_service import scheduler_status
 
 system_activity_bp = Blueprint(
     "system_activity", __name__, url_prefix="/api/system/activity",
@@ -31,7 +30,7 @@ system_activity_bp = Blueprint(
 # absent.
 _QUEUE_NAMES = (
     "default", "import", "thumbnail", "ml",
-    "download", "scan", "maintenance", "maintenance_long",
+    "download", "scan", "maintenance",
 )
 
 # Cache module-level so all requests share the cache between polls.
@@ -82,22 +81,17 @@ def _read_workers_sync() -> dict:
     }
 
 
-async def _queues_cached() -> dict:
-    """Per-queue Redis LLEN, cached 2s. Shared by /queues and /summary."""
-    now = time.time()
-    if _QUEUE_CACHE["data"] is None or (now - _QUEUE_CACHE["ts"]) > _QUEUE_CACHE_TTL:
-        _QUEUE_CACHE["data"] = await asyncio.to_thread(_read_queues_sync)
-        _QUEUE_CACHE["ts"] = now
-    return _QUEUE_CACHE["data"]
-
-
 @system_activity_bp.route("/queues", methods=["GET"])
 async def get_queues():
     """Per-queue Redis LLEN. Cached 2s.
 
     Response: {queues: {name: depth_or_null}, fetched_at: iso8601}
     """
-    return jsonify(await _queues_cached())
+    now = time.time()
+    if _QUEUE_CACHE["data"] is None or (now - _QUEUE_CACHE["ts"]) > _QUEUE_CACHE_TTL:
+        _QUEUE_CACHE["data"] = await asyncio.to_thread(_read_queues_sync)
+        _QUEUE_CACHE["ts"] = now
+    return jsonify(_QUEUE_CACHE["data"])
 
 
 @system_activity_bp.route("/workers", methods=["GET"])
@@ -113,41 +107,11 @@ async def get_workers():
     return jsonify(_WORKER_CACHE["data"])
 
 
-@system_activity_bp.route("/summary", methods=["GET"])
-async def get_summary():
-    """One-call rollup for the always-on TopNav pipeline indicator:
-    scheduler health, per-queue pending depths, currently-running count, and
-    recent (24h) failure count. Cheap — cached queue LLENs + two TaskRun
-    counts — so it's safe to poll app-wide."""
-    queues_data = await _queues_cached()
-    depths = queues_data.get("queues", {})
-    queued_total = sum(v for v in depths.values() if isinstance(v, int))
-    since = datetime.now(UTC) - timedelta(hours=24)
-    async with get_session() as session:
-        scheduler = await scheduler_status(session)
-        running = (await session.execute(
-            select(func.count(TaskRun.id)).where(TaskRun.status == "running")
-        )).scalar_one()
-        failing = (await session.execute(
-            select(func.count(TaskRun.id))
-            .where(TaskRun.status.in_(["error", "timeout"]))
-            .where(TaskRun.finished_at >= since)
-        )).scalar_one()
-    return jsonify({
-        "scheduler": scheduler,
-        "queues": depths,
-        "queued_total": queued_total,
-        "running": int(running),
-        "failing": int(failing),
-    })
-
-
 @system_activity_bp.route("/runs", methods=["GET"])
 async def list_runs():
     """Paginated task_run history. Query params:
       queue=<name>     filter to one queue
       status=<status>  filter to one status (running/ok/error/timeout/retry)
-      task=<substr>    case-insensitive substring match on task_name
       limit=<int>      default 50, max 200
       before_id=<int>  cursor for keyset pagination
 
@@ -162,7 +126,6 @@ async def list_runs():
 
     queue = request.args.get("queue")
     status = request.args.get("status")
-    task = request.args.get("task")
     before_id_raw = request.args.get("before_id")
     before_id = int(before_id_raw) if before_id_raw else None
 
@@ -172,11 +135,6 @@ async def list_runs():
             stmt = stmt.where(TaskRun.queue == queue)
         if status:
             stmt = stmt.where(TaskRun.status == status)
-        if task:
-            # Task names contain literal underscores (download_source,
-            # vacuum_analyze) — escape LIKE wildcards so a search for
-            # "vacuum_analyze" doesn't treat "_" as a single-char match.
-            stmt = stmt.where(TaskRun.task_name.ilike(f"%{_escape_like(task)}%", escape="\\"))
         if before_id is not None:
             stmt = stmt.where(TaskRun.id < before_id)
         stmt = stmt.limit(limit + 1)
@@ -232,12 +190,6 @@ async def list_failures():
     })
 
 
-def _escape_like(value: str) -> str:
-    """Escape SQL LIKE/ILIKE metacharacters so user search text is matched
-    literally. Pairs with `escape="\\"` on the .ilike() call."""
-    return value.replace("\\", "\\\\").replace("%", "\\%").replace("_", "\\_")
-
-
 def _row_to_dict(r: TaskRun) -> dict:
     return {
         "id": r.id,

backend/app/api/system_backup.py

@@ -14,7 +14,6 @@ from sqlalchemy import desc, select
 
 from ..extensions import get_session
 from ..models import BackupRun, ImportSettings
-from ._responses import error_response as _bad
 
 system_backup_bp = Blueprint(
     "system_backup", __name__, url_prefix="/api/system/backup",
@@ -30,6 +29,12 @@ _BACKUP_SETTINGS_FIELDS = (
 )
 
 
+def _bad(error: str, *, status: int = 400, **extra):
+    body = {"error": error}
+    body.update(extra)
+    return jsonify(body), status
+
+
 def _row_to_dict(r: BackupRun) -> dict:
     return {
         "id": r.id,
@@ -227,7 +232,9 @@ async def delete_run(run_id: int):
 @system_backup_bp.route("/settings", methods=["GET"])
 async def get_settings():
     async with get_session() as session:
-        row = await ImportSettings.load(session)
+        row = (await session.execute(
+            select(ImportSettings).where(ImportSettings.id == 1)
+        )).scalar_one()
     return jsonify({
         "backup_db_nightly_enabled": row.backup_db_nightly_enabled,
         "backup_db_nightly_hour_utc": row.backup_db_nightly_hour_utc,
@@ -247,7 +254,9 @@ async def patch_settings():
         return err
 
     async with get_session() as session:
-        row = await ImportSettings.load(session)
+        row = (await session.execute(
+            select(ImportSettings).where(ImportSettings.id == 1)
+        )).scalar_one()
         for field in _BACKUP_SETTINGS_FIELDS:
             if field in body:
                 setattr(row, field, body[field])

backend/app/api/tags.py

@@ -1,26 +1,19 @@
 """Tags API: autocomplete, create, list/add/remove for an image."""
 
 from quart import Blueprint, jsonify, request
-from sqlalchemy import func, select
-from sqlalchemy.dialects.postgresql import insert as pg_insert
+from sqlalchemy import exists, select
 from sqlalchemy.exc import IntegrityError
 
 from ..extensions import get_session
-from ..models import Tag, TagHead, TagKind, TagPositiveConfirmation
-from ..models.tag import image_tag
-from ..models.tag_suggestion_rejection import TagSuggestionRejection
+from ..models import Tag, TagKind
+from ..models.tag_allowlist import TagAllowlist
 from ..services.bulk_tag_service import BulkTagService
-from ..services.ml.aliases import AliasService
-from ..services.ml.heads import ground_applied_tag
-from ..services.series_match_service import SeriesMatchService
 from ..services.series_service import SeriesError, SeriesService
 from ..services.tag_directory_service import TagDirectoryService
-from ..services.tag_query import serialize_tag
 from ..services.tag_service import (
     TagMergeConflict,
     TagService,
     TagValidationError,
-    normalize_tag_name,
 )
 from ..utils.tag_prefix import parse_kind_prefix
 
@@ -63,117 +56,6 @@ def _parse_bulk_ids(
     return ids, None
 
 
-# Application-source groupings (image_tag.source). HUMAN = operator signal;
-# AUTO = machine-applied (heads/CCIP, + legacy Camie ml_auto).
-_SOURCE_GROUPS = {
-    "human": ("manual", "ml_accepted"),
-    "manual": ("manual",),
-    "accepted": ("ml_accepted",),
-    "auto": ("head_auto", "ccip_auto", "ml_auto"),
-}
-
-
-@tags_bp.route("/tags/top", methods=["GET"])
-async def tags_top():
-    """Top tags by image count — a fast indexed aggregate for ANALYSIS (not the
-    paged UI directory, which is alphabetical + builds previews). Params:
-    ?kind=general|character|fandom|… ?source=all|human|manual|accepted|auto
-    ?limit=50 (cap 500) ?min_count=N. → {tags:[{tag_id,name,kind,count}]} desc."""
-    kind = _coerce_kind(request.args.get("kind"))
-    try:
-        limit = min(max(int(request.args.get("limit", "50")), 1), 500)
-    except ValueError:
-        return jsonify({"error": "limit must be an integer"}), 400
-    min_count = None
-    if "min_count" in request.args:
-        try:
-            min_count = int(request.args["min_count"])
-        except ValueError:
-            return jsonify({"error": "min_count must be an integer"}), 400
-    src_vals = _SOURCE_GROUPS.get((request.args.get("source") or "all").lower())
-
-    cnt = func.count(image_tag.c.image_record_id)
-    stmt = (
-        select(Tag.id, Tag.name, Tag.kind, cnt.label("count"))
-        .select_from(Tag)
-        .join(image_tag, image_tag.c.tag_id == Tag.id)
-        .group_by(Tag.id, Tag.name, Tag.kind)
-        .order_by(cnt.desc(), Tag.name.asc())
-        .limit(limit)
-    )
-    if kind is not None:
-        stmt = stmt.where(Tag.kind == kind)
-    if src_vals is not None:
-        stmt = stmt.where(image_tag.c.source.in_(src_vals))
-    if min_count is not None:
-        stmt = stmt.having(cnt >= min_count)
-    async with get_session() as session:
-        rows = (await session.execute(stmt)).all()
-    return jsonify({"tags": [
-        {
-            "tag_id": r.id, "name": r.name,
-            "kind": r.kind.value if hasattr(r.kind, "value") else str(r.kind),
-            "count": r.count,
-        }
-        for r in rows
-    ]})
-
-
-@tags_bp.route("/tags/<int:tag_id>/stats", methods=["GET"])
-async def tag_stats(tag_id: int):
-    """Per-tag dataset health: total + per-source application counts (human vs
-    machine), rejection count, and whether a trained head exists. Read-only,
-    analysis-shaped — backs concept-readiness + source-split decisions."""
-    async with get_session() as session:
-        tag = await session.get(Tag, tag_id)
-        if tag is None:
-            return jsonify({"error": "not found"}), 404
-        by_source = dict(
-            (
-                await session.execute(
-                    select(image_tag.c.source, func.count())
-                    .where(image_tag.c.tag_id == tag_id)
-                    .group_by(image_tag.c.source)
-                )
-            ).all()
-        )
-        rejected = (
-            await session.execute(
-                select(func.count())
-                .select_from(TagSuggestionRejection)
-                .where(TagSuggestionRejection.tag_id == tag_id)
-            )
-        ).scalar_one()
-        has_head = (
-            await session.execute(
-                select(func.count())
-                .select_from(TagHead)
-                .where(TagHead.tag_id == tag_id)
-            )
-        ).scalar_one() > 0
-    human = by_source.get("manual", 0) + by_source.get("ml_accepted", 0)
-    auto = (
-        by_source.get("head_auto", 0)
-        + by_source.get("ccip_auto", 0)
-        + by_source.get("ml_auto", 0)
-    )
-    return jsonify({
-        "tag_id": tag_id,
-        "name": tag.name,
-        "kind": tag.kind.value if hasattr(tag.kind, "value") else str(tag.kind),
-        "count_total": sum(by_source.values()),
-        "count_human": human,
-        "count_manual": by_source.get("manual", 0),
-        "count_accepted": by_source.get("ml_accepted", 0),
-        "count_auto": auto,
-        "count_head_auto": by_source.get("head_auto", 0),
-        "count_ccip_auto": by_source.get("ccip_auto", 0),
-        "count_rejected": rejected,
-        "by_source": by_source,
-        "has_head": has_head,
-    })
-
-
 @tags_bp.route("/tags/autocomplete", methods=["GET"])
 async def autocomplete():
     q = request.args.get("q", "")
@@ -188,7 +70,17 @@ async def autocomplete():
         hits = await svc.autocomplete(q, kind=kind, limit=limit)
 
     return jsonify(
-        [{**serialize_tag(h), "image_count": h.image_count} for h in hits]
+        [
+            {
+                "id": h.id,
+                "name": h.name,
+                "kind": h.kind,
+                "fandom_id": h.fandom_id,
+                "fandom_name": h.fandom_name,
+                "image_count": h.image_count,
+            }
+            for h in hits
+        ]
     )
 
 
@@ -249,11 +141,6 @@ async def create_tag():
 
     fandom_id = body.get("fandom_id")
 
-    # #701: Title-Case operator-entered tags. Only here (the explicit create
-    # endpoint), NOT in the shared find_or_create — the ML tagger uses that path
-    # and must keep the booru vocabulary's casing for allowlist matching.
-    name = normalize_tag_name(name)
-
     async with get_session() as session:
         svc = TagService(session)
         try:
@@ -271,7 +158,17 @@ async def list_tags_for_image(image_id: int):
     async with get_session() as session:
         svc = TagService(session)
         tags = await svc.list_for_image(image_id)
-    return jsonify([serialize_tag(t) for t in tags])
+    return jsonify(
+        [
+            {
+                "id": t.id,
+                "name": t.name,
+                "kind": t.kind.value,
+                "fandom_id": t.fandom_id,
+            }
+            for t in tags
+        ]
+    )
 
 
 @tags_bp.route("/images/<int:image_id>/tags", methods=["POST"])
@@ -297,95 +194,15 @@ async def remove_tag_from_image(image_id: int, tag_id: int):
     return "", 204
 
 
-@tags_bp.route("/images/<int:image_id>/tags/<int:tag_id>/confirm", methods=["POST"])
-async def confirm_tag_on_image(image_id: int, tag_id: int):
-    """Operator affirmed an applied tag is correct ("keep" on a doubted positive).
-    Idempotent; recorded so the eval's doubts list stops resurfacing it (#1130)."""
-    async with get_session() as session:
-        await session.execute(
-            pg_insert(TagPositiveConfirmation)
-            .values(image_record_id=image_id, tag_id=tag_id)
-            .on_conflict_do_nothing(index_elements=["image_record_id", "tag_id"])
-        )
-        await session.commit()
-    return "", 204
-
-
-@tags_bp.route(
-    "/images/<int:image_id>/tags/<int:tag_id>/grounding", methods=["GET"]
-)
-async def tag_grounding(image_id: int, tag_id: int):
-    """Which crop region best explains an ALREADY-APPLIED tag on this image
-    (#1206 Step 4). Powers the hover→overlay highlight on applied tag chips,
-    mirroring the suggestion rail's live grounding. Computed on demand (applied
-    tags aren't scored live). → {grounding: {bbox,kind,detector}|null,
-    has_head: bool}; has_head False means the tag has no head to localize with,
-    so the chip shows no overlay."""
-    async with get_session() as session:
-        grounding, has_head = await ground_applied_tag(session, image_id, tag_id)
-    return jsonify({"grounding": grounding, "has_head": has_head})
-
-
-@tags_bp.route("/tags/<int:tag_id>", methods=["GET"])
-async def get_tag(tag_id: int):
-    """Resolve a single tag (used by the gallery to label its active
-    tag-filter chip)."""
-    async with get_session() as session:
-        tag = await session.get(Tag, tag_id)
-        if tag is None:
-            return jsonify({"error": "tag not found"}), 404
-        return jsonify(
-            {
-                "id": tag.id,
-                "name": tag.name,
-                "kind": tag.kind.value,
-                "fandom_id": tag.fandom_id,
-                "is_system": tag.is_system,
-            }
-        )
-
-
-@tags_bp.route("/tags/<int:tag_id>/aliases", methods=["GET"])
-async def list_tag_aliases(tag_id: int):
-    """Model keys that fold into this tag (tag-side alias view). Remove via the
-    shared DELETE /api/aliases/<string>/<category>."""
-    async with get_session() as session:
-        if await session.get(Tag, tag_id) is None:
-            return jsonify({"error": "tag not found"}), 404
-        rows = await AliasService(session).list_for_tag(tag_id)
-    return jsonify(
-        [
-            {
-                "alias_string": r.alias_string,
-                "alias_category": r.alias_category,
-            }
-            for r in rows
-        ]
-    )
-
-
 @tags_bp.route("/tags/<int:tag_id>", methods=["PATCH"])
-async def update_tag(tag_id: int):
-    """Rename and/or re-fandom a tag. Body may carry `name` and/or
-    `fandom_id` (a fandom tag id, or null to clear — character tags only).
-    `merge: true` resolves a collision by merging into the existing tag.
-    """
-    body = await request.get_json() or {}
-    has_name = "name" in body
-    has_fandom = "fandom_id" in body
-    if not has_name and not has_fandom:
-        return jsonify({"error": "name or fandom_id required"}), 400
-    do_merge = bool(body.get("merge"))
+async def rename_tag(tag_id: int):
+    body = await request.get_json()
+    if not body or "name" not in body:
+        return jsonify({"error": "name required"}), 400
     async with get_session() as session:
         svc = TagService(session)
         try:
-            tag = None
-            if has_name:
-                tag = await svc.rename(tag_id, body["name"])
-            if has_fandom:
-                tag = await svc.set_fandom(
-                    tag_id, body["fandom_id"], merge=do_merge
-                )
+            tag = await svc.rename(tag_id, body["name"])
         except TagMergeConflict as exc:
             return jsonify(
                 {
@@ -402,13 +219,7 @@ async def update_tag(tag_id: int):
             return jsonify({"error": str(exc)}), 400
         await session.commit()
         return jsonify(
-            {
-                "id": tag.id,
-                "name": tag.name,
-                "kind": tag.kind.value,
-                "fandom_id": tag.fandom_id,
-                "is_system": tag.is_system,
-            }
+            {"id": tag.id, "name": tag.name, "kind": tag.kind.value}
         )
 
 
@@ -427,6 +238,13 @@ async def merge_tag(source_id: int):
             status = 404 if "not found" in msg else 400
             return jsonify({"error": msg}), status
         await session.commit()
+        target_allowlisted = await session.scalar(
+            select(exists().where(TagAllowlist.tag_id == result.target_id))
+        )
+    if target_allowlisted:
+        from ..tasks.ml import apply_allowlist_tags
+
+        apply_allowlist_tags.delay(tag_id=result.target_id)
     return jsonify(
         {
             "target": {
@@ -502,31 +320,6 @@ def _series_err(exc: SeriesError):
     return jsonify({"error": msg}), status
 
 
-def _opt_int(body, key: str):
-    """(value, error) — value is None when absent, error is (json, status)."""
-    if not body or body.get(key) is None:
-        return None, None
-    try:
-        return int(body[key]), None
-    except (TypeError, ValueError):
-        return None, (jsonify({"error": f"{key} must be an integer"}), 400)
-
-
-def _parse_int_list(body, key: str, *, max_ids: int = 500):
-    """(list, error) for a required list of ints under `key`."""
-    if not body or key not in body:
-        return None, (jsonify({"error": f"{key} required"}), 400)
-    raw = body[key]
-    if not isinstance(raw, list) or not raw:
-        return None, (jsonify({"error": f"{key} must be a non-empty list"}), 400)
-    if len(raw) > max_ids:
-        return None, (jsonify({"error": f"too many ids (max {max_ids})"}), 400)
-    try:
-        return [int(x) for x in raw], None
-    except (TypeError, ValueError):
-        return None, (jsonify({"error": f"{key} must be integers"}), 400)
-
-
 @tags_bp.route("/series/<int:tag_id>/pages", methods=["GET"])
 async def series_pages(tag_id: int):
     async with get_session() as session:
@@ -567,26 +360,15 @@ async def series_remove(tag_id: int):
     return jsonify({"removed_count": n})
 
 
-@tags_bp.route("/series/<int:tag_id>/pages/number", methods=["POST"])
-async def series_set_page_number(tag_id: int):
-    """Set one placed page's number — the operator's value (sparse, gaps
-    allowed); pass page_number: null to leave it unnumbered."""
-    body = await request.get_json() or {}
-    image_id, ierr = _opt_int(body, "image_id")
-    if ierr:
-        return ierr
-    if image_id is None:
-        return jsonify({"error": "image_id required"}), 400
-    if "page_number" not in body:
-        return jsonify({"error": "page_number required (may be null)"}), 400
-    page_number, perr = _opt_int(body, "page_number")
-    if perr:
-        return perr
+@tags_bp.route("/series/<int:tag_id>/reorder", methods=["POST"])
+async def series_reorder(tag_id: int):
+    body = await request.get_json()
+    ids, err = _parse_bulk_ids(body, max_ids=500)
+    if err:
+        return err
     async with get_session() as session:
         try:
-            await SeriesService(session).set_page_number(
-                tag_id, image_id, page_number
-            )
+            await SeriesService(session).reorder(tag_id, ids)
         except SeriesError as exc:
             return _series_err(exc)
         await session.commit()
@@ -609,201 +391,3 @@ async def series_cover(tag_id: int):
             return _series_err(exc)
         await session.commit()
     return jsonify({"ok": True})
-
-
-# ---- chapter dividers (FC-6.x) -------------------------------------------
-# A chapter is a cosmetic divider anchored to the page that begins it; it owns
-# no pages. Page ordering follows each page's operator-set number (the
-# /pages/number endpoint), so there is no per-chapter reorder/merge — those are
-# gone.
-
-
-@tags_bp.route("/series/<int:tag_id>/chapters", methods=["POST"])
-async def series_chapter_create(tag_id: int):
-    body = await request.get_json() or {}
-    anchor, aerr = _opt_int(body, "anchor_image_id")
-    if aerr:
-        return aerr
-    if anchor is None:
-        return jsonify({"error": "anchor_image_id required"}), 400
-    title = body.get("title")
-    if title is not None and not isinstance(title, str):
-        return jsonify({"error": "title must be a string"}), 400
-    part, perr = _opt_int(body, "stated_part")
-    if perr:
-        return perr
-    async with get_session() as session:
-        try:
-            ch = await SeriesService(session).create_divider(
-                tag_id, anchor, title=title, stated_part=part,
-            )
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify(ch)
-
-
-@tags_bp.route(
-    "/series/<int:tag_id>/chapters/<int:chapter_id>", methods=["PATCH"]
-)
-async def series_chapter_update(tag_id: int, chapter_id: int):
-    body = await request.get_json() or {}
-    kwargs: dict = {}
-    if "title" in body:
-        if body["title"] is not None and not isinstance(body["title"], str):
-            return jsonify({"error": "title must be a string"}), 400
-        kwargs.update(set_title=True, title=body["title"])
-    if "stated_part" in body:
-        part, perr = _opt_int(body, "stated_part")
-        if perr:
-            return perr
-        kwargs.update(set_part=True, stated_part=part)
-    if "anchor_image_id" in body:
-        anchor, aerr = _opt_int(body, "anchor_image_id")
-        if aerr:
-            return aerr
-        if anchor is None:
-            return jsonify(
-                {"error": "anchor_image_id must be an integer"}
-            ), 400
-        kwargs.update(set_anchor=True, anchor_image_id=anchor)
-    async with get_session() as session:
-        try:
-            await SeriesService(session).update_divider(
-                tag_id, chapter_id, **kwargs
-            )
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify({"ok": True})
-
-
-@tags_bp.route(
-    "/series/<int:tag_id>/chapters/<int:chapter_id>", methods=["DELETE"]
-)
-async def series_chapter_delete(tag_id: int, chapter_id: int):
-    async with get_session() as session:
-        try:
-            await SeriesService(session).delete_divider(tag_id, chapter_id)
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify({"ok": True})
-
-
-# ---- browse list + post→series flows (FC-6.2) -----------------------------
-
-
-@tags_bp.route("/series", methods=["GET"])
-async def series_list():
-    args = request.args
-    sort = args.get("sort", "recent")
-    if sort not in ("recent", "name", "size"):
-        return jsonify({"error": "sort must be recent|name|size"}), 400
-    artist_id = None
-    if args.get("artist_id") is not None:
-        try:
-            artist_id = int(args["artist_id"])
-        except ValueError:
-            return jsonify({"error": "artist_id must be an integer"}), 400
-    async with get_session() as session:
-        rows = await SeriesService(session).list_series(
-            sort=sort, artist_id=artist_id
-        )
-    return jsonify({"series": rows})
-
-
-@tags_bp.route("/series/from-post", methods=["POST"])
-async def series_from_post():
-    body = await request.get_json()
-    post_id, err = _opt_int(body, "post_id")
-    if err:
-        return err
-    if post_id is None:
-        return jsonify({"error": "post_id required"}), 400
-    async with get_session() as session:
-        try:
-            out = await SeriesService(session).promote_post_to_series(post_id)
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify(out)
-
-
-@tags_bp.route("/series/<int:tag_id>/add-post", methods=["POST"])
-async def series_add_post(tag_id: int):
-    body = await request.get_json()
-    post_id, err = _opt_int(body, "post_id")
-    if err:
-        return err
-    if post_id is None:
-        return jsonify({"error": "post_id required"}), 400
-    async with get_session() as session:
-        try:
-            out = await SeriesService(session).add_post(tag_id, post_id)
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify(out)
-
-
-@tags_bp.route("/series/<int:tag_id>/pending/place", methods=["POST"])
-async def series_place_pending(tag_id: int):
-    """Place staged (pending) pages into the run, numbered sequentially from
-    `start_page` in the given order (#789). start_page null → unnumbered."""
-    body = await request.get_json()
-    ids, err = _parse_bulk_ids(body, max_ids=500)
-    if err:
-        return err
-    start, serr = _opt_int(body, "start_page")
-    if serr:
-        return serr
-    async with get_session() as session:
-        try:
-            n = await SeriesService(session).place_pending(
-                tag_id, ids, start_page=start
-            )
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify({"placed_count": n})
-
-
-# ---- suggestion queue (FC-6.3) --------------------------------------------
-
-
-@tags_bp.route("/series/suggestions", methods=["GET"])
-async def series_suggestions_list():
-    async with get_session() as session:
-        rows = await SeriesMatchService(session).list_pending()
-    return jsonify({"suggestions": rows})
-
-
-@tags_bp.route("/series/suggestions/<int:sid>/accept", methods=["POST"])
-async def series_suggestion_accept(sid: int):
-    async with get_session() as session:
-        try:
-            out = await SeriesMatchService(session).accept(sid)
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify(out)
-
-
-@tags_bp.route("/series/suggestions/<int:sid>/dismiss", methods=["POST"])
-async def series_suggestion_dismiss(sid: int):
-    async with get_session() as session:
-        try:
-            await SeriesMatchService(session).dismiss(sid)
-        except SeriesError as exc:
-            return _series_err(exc)
-        await session.commit()
-    return jsonify({"ok": True})
-
-
-@tags_bp.route("/series/suggestions/rescan", methods=["POST"])
-async def series_suggestions_rescan():
-    from ..tasks.admin import rescan_series_suggestions_task
-
-    res = rescan_series_suggestions_task.delay()
-    return jsonify({"task_id": res.id})

backend/app/api/thumbnails.py

@@ -1,7 +1,5 @@
 """Thumbnail admin API: backfill trigger."""
 
-import asyncio
-
 from quart import Blueprint, jsonify
 
 thumbnails_bp = Blueprint("thumbnails", __name__, url_prefix="/api/thumbnails")
@@ -9,20 +7,7 @@ thumbnails_bp = Blueprint("thumbnails", __name__, url_prefix="/api/thumbnails")
 
 @thumbnails_bp.route("/backfill", methods=["POST"])
 async def trigger_backfill():
-    """Run the backfill scan synchronously, return the counts. The actual
-    thumbnail generation work is still off-loaded to the thumbnail Celery
-    queue via `generate_thumbnail.delay()` per missing row — so this
-    handler is fast even on a 100k-image library (a scan is just SELECT
-    id, thumbnail_path + a file.stat() per row, no heavy work).
+    from ..tasks.thumbnail import backfill_thumbnails
 
-    Operator-flagged 2026-06-01: the previous fire-and-forget shape
-    returned `{celery_task_id}` only, so the admin UI had no idea whether
-    backfill found 0 or 5000 candidates — \"found nothing\" was
-    indistinguishable from \"the worker isn't picking up the task.\""""
-    from ..tasks.thumbnail import _run_backfill_scan
-
-    # Sync scan inside an executor so we don't block the event loop.
-    counts = await asyncio.get_running_loop().run_in_executor(
-        None, _run_backfill_scan,
-    )
-    return jsonify(counts), 200
+    r = backfill_thumbnails.delay()
+    return jsonify({"celery_task_id": r.id}), 202

backend/app/build_info.py

@@ -1,30 +0,0 @@
-"""What this build IS — stamped at image build time, not configurable.
-
-Deliberately separate from `config.py`. Those are operator settings, read from
-the environment and meant to be changed. These describe the artifact itself and
-are baked in by CI (the `FC_VERSION` / `FC_CHANNEL` build args); an operator
-setting them by hand is not a supported thing to do, it is just how a value
-gets from the build into the running process.
-
-**Absent rather than empty when unknown.** A locally-built image has no version,
-and neither did any image predating the field — one spelling of "cannot say",
-which every reader already has to handle, instead of a second one to
-special-case (note #3127 §7).
-
-**Why this matters more than it used to.** Milestone 318 stopped publishing
-version image tags, so a running instance's self-report is now the *only*
-answer to "which build is this?" — there is no registry name left to check it
-against. A wrong value here has nothing to contradict it. That is why the UI
-renders `unknown` rather than a blank or a plausible default: an empty footer
-reads as "no version", which is a different and false claim.
-
-The channel lives BESIDE the version and is never folded into it (rule 149).
-A `-dev` suffix would be parsed by the extension's comparator as a segment
-worth 0, making every dev build compare equal to every other — issue #2993's
-exact failure.
-"""
-
-import os
-
-FC_VERSION = os.environ.get("FC_VERSION", "").strip()
-FC_CHANNEL = os.environ.get("FC_CHANNEL", "").strip()

backend/app/celery_app.py

@@ -7,7 +7,7 @@ Queues:
   download    — gallery-dl tasks (FC-3)
   scan        — periodic source checks (FC-3) — kept separate so long imports
                 don't starve the scheduler
-  maintenance — recovery sweeps, pHash backfill, GPU-queue coordination, etc.
+  maintenance — pHash recomputation, centroid rebuild, etc. (FC-2/FC-3)
   default     — anything not explicitly routed
 """
 
@@ -28,14 +28,12 @@ def make_celery() -> Celery:
             "backend.app.tasks.import_file",
             "backend.app.tasks.thumbnail",
             "backend.app.tasks.maintenance",
+            "backend.app.tasks.migration",
             "backend.app.tasks.ml",
-            "backend.app.tasks.gpu_queue",
             "backend.app.tasks.download",
-            "backend.app.tasks.external",
             "backend.app.tasks.backup",
             "backend.app.tasks.admin",
             "backend.app.tasks.library_audit",
-            "backend.app.tasks.translation",
         ],
     )
     app.conf.update(
@@ -43,69 +41,19 @@ def make_celery() -> Celery:
         task_routes={
             "backend.app.tasks.import_file.*": {"queue": "import"},
             "backend.app.tasks.ml.*": {"queue": "ml"},
-            # GPU-queue coordination (backfill enqueues, orphan recovery,
-            # reprocess) is pure DB work — it rides the maintenance quick lane
-            # so the GPU agent pipeline works even on stacks that drop the
-            # (now-optional, B3) ml-worker container entirely.
-            "backend.app.tasks.gpu_queue.*": {"queue": "maintenance"},
             "backend.app.tasks.thumbnail.*": {"queue": "thumbnail"},
             "backend.app.tasks.download.*": {"queue": "download"},
-            # External file-host fetches are downloads — same lane (they can run
-            # long, but the download worker already tolerates long backfills).
-            "backend.app.tasks.external.*": {"queue": "download"},
             "backend.app.tasks.scan.*": {"queue": "scan"},
-            # `maintenance` is the QUICK lane — recovery sweeps, vacuum, cleanup
-            # (concurrency-1 on the scheduler). The long one-shots (DB backups,
-            # library audits, admin maintenance: normalize/re-extract/cascade-
-            # delete) run on a SEPARATE `maintenance_long` lane + worker so they
-            # can never starve the quick self-healing sweeps (operator-flagged
-            # 2026-06-07: a 2h audit blocked vacuum/backup/normalize for hours).
             "backend.app.tasks.maintenance.*": {"queue": "maintenance"},
-            "backend.app.tasks.backup.*": {"queue": "maintenance_long"},
-            "backend.app.tasks.admin.*": {"queue": "maintenance_long"},
-            "backend.app.tasks.library_audit.*": {"queue": "maintenance_long"},
-            # Translation backfill hits the LLM (~1–6s/item) → the long lane so it
-            # never starves the quick self-healing sweeps (#143).
-            "backend.app.tasks.translation.*": {"queue": "maintenance_long"},
+            "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,
-        # Deploy graceful-shutdown safety: with acks_late, a task killed because
-        # it outran the container's stop-grace window (SIGKILL) is re-queued
-        # rather than silently lost. Safe because our long tasks are idempotent +
-        # chunked (translation per-post commit, downloads terminal-status, audits
-        # chunk) and the 5-min recovery sweeps re-drive anything left non-terminal
-        # — a re-run resumes cleanly and never corrupts. No redeliver-loop risk:
-        # heavy GPU work is tombstoned via gpu_queue, not run inline in a worker.
-        task_reject_on_worker_lost=True,
         worker_prefetch_multiplier=1,
-        # Broker resilience (2026-06-24): a swarm overlay-network blip after a
-        # redeploy left Redis healthy but transiently unreachable, and a worker
-        # starting in that window crash-looped on the initial broker connect
-        # (kombu OperationalError) instead of waiting it out — needing a manual
-        # Redis reset to recover. Retry the broker FOREVER (None) on startup and
-        # at runtime so a transient outage self-heals when routing returns,
-        # rather than the worker exiting.
         broker_connection_retry_on_startup=True,
-        broker_connection_retry=True,
-        broker_connection_max_retries=None,
-        # Redis-transport socket options (apply to the BROKER connection): a
-        # short connect timeout + TCP keepalive so a dead/blocked socket is
-        # noticed and retried, and a periodic health check that proactively
-        # reconnects a live worker through a network hiccup.
-        broker_transport_options={
-            "socket_connect_timeout": 5,
-            "socket_timeout": 30,
-            "socket_keepalive": True,
-            "retry_on_timeout": True,
-            "health_check_interval": 30,
-        },
-        # Same hardening for the Redis RESULT backend (separate connection pool).
-        redis_socket_connect_timeout=5,
-        redis_socket_timeout=30,
-        redis_socket_keepalive=True,
-        redis_retry_on_timeout=True,
-        redis_backend_health_check_interval=30,
         beat_schedule={
             "recover-interrupted-tasks": {
                 "task": "backend.app.tasks.maintenance.recover_interrupted_tasks",
@@ -115,89 +63,16 @@ def make_celery() -> Celery:
                 "task": "backend.app.tasks.maintenance.cleanup_old_tasks",
                 "schedule": 86400.0,  # daily
             },
-            "cleanup-orphaned-temp-files": {
-                "task": "backend.app.tasks.maintenance.cleanup_orphaned_temp_files",
-                "schedule": 86400.0,  # daily — sweep .part/.partial left by a
-                # download/import killed mid-write (graceful-shutdown fallout)
+            "ml-backfill-daily": {
+                "task": "backend.app.tasks.ml.backfill",
+                "schedule": 86400.0,
             },
-            "train-heads-nightly": {
-                "task": "backend.app.tasks.ml.scheduled_train_heads",
-                "schedule": 86400.0,  # passive cadence; manual retrain stays available
+            "recompute-centroids-daily": {
+                "task": "backend.app.tasks.ml.recompute_centroids",
+                "schedule": 86400.0,
             },
-            "refresh-character-prototypes": {
-                "task": "backend.app.tasks.ml.refresh_character_prototypes",
-                "schedule": 900.0,  # ~15 min; cheap global-gate no-op when idle (#1317)
-            },
-            "reconcile-character-prototypes-nightly": {
-                "task": "backend.app.tasks.ml.refresh_character_prototypes",
-                "schedule": 86400.0,  # nightly FULL reconcile (belt-and-suspenders)
-                "args": (True,),      # full=True
-            },
-            "apply-head-tags-daily": {
-                "task": "backend.app.tasks.ml.scheduled_apply_head_tags",
-                "schedule": 86400.0,  # no-op unless head_auto_apply_enabled
-            },
-            "recover-orphaned-gpu-jobs": {
-                "task": "backend.app.tasks.gpu_queue.recover_orphaned_gpu_jobs",
-                "schedule": 60.0,  # quick pickup of work a dead agent orphaned
-            },
-            "triage-gpu-errors": {
-                "task": "backend.app.tasks.maintenance.triage_gpu_errors",
-                "schedule": 900.0,  # probe errored jobs' files → defect/file_ok
-            },
-            "enqueue-ccip-backfill-hourly": {
-                "task": "backend.app.tasks.gpu_queue.enqueue_gpu_backfill",
-                "schedule": 3600.0,  # auto-feed NEW images; errored are
-                "args": ("ccip",),   # tombstoned — retry is the button only
-            },
-            "enqueue-siglip-backfill-daily": {
-                "task": "backend.app.tasks.gpu_queue.enqueue_gpu_backfill",
-                "schedule": 86400.0,  # drain the concept-crop back-catalogue
-                "args": ("siglip",),  # (errored are tombstoned, not retried)
-            },
-            "enqueue-embed-backfill-daily": {
-                "task": "backend.app.tasks.gpu_queue.enqueue_gpu_backfill",
-                "schedule": 86400.0,  # whole-image re-embed under the current
-                "args": ("embed",),   # model (an operator swap) drains via agent
-            },
-            "ccip-auto-apply-daily": {
-                "task": "backend.app.tasks.ml.scheduled_ccip_auto_apply",
-                "schedule": 86400.0,  # no-op unless ccip_auto_apply_enabled
-            },
-            "retract-auto-tags-daily": {
-                "task": "backend.app.tasks.ml.scheduled_retract_auto_tags",
-                "schedule": 86400.0,  # soft auto-apply: drop auto-tags now below
-                # their threshold (m139); no-op unless the auto-apply switch is on
-            },
-            "presentation-auto-apply-daily": {
-                "task": "backend.app.tasks.ml.scheduled_presentation_auto_apply",
-                "schedule": 86400.0,  # auto-hide banner chrome (#141);
-                # no-op unless presentation_auto_apply_enabled
-            },
-            "process-auto-apply-daily": {
-                "task": "backend.app.tasks.ml.scheduled_process_auto_apply",
-                "schedule": 86400.0,  # auto-tag wip/editor process art (#1464);
-                # no-op unless process_auto_apply_enabled (opt-in)
-            },
-            "soft-wip-conflict-audit-daily": {
-                "task": "backend.app.tasks.ml.scheduled_soft_wip_conflict_audit",
-                "schedule": 86400.0,  # flag ring-loud soft-WIP (sketch/doodle) tags
-                # for review (#1474); no-op with no content heads
-            },
-            "prune-presentation-reviews-daily": {
-                "task": "backend.app.tasks.ml.prune_presentation_reviews",
-                "schedule": 86400.0,  # retention: drop resolved review flags >30d
-            },
-            "translate-posts-8h": {
-                "task": "backend.app.tasks.translation.translate_posts",
-                "schedule": 28800.0,  # every 8h: steady-state cadence for the
-                # trickle of newly-imported posts (no-op unless translation
-                # configured + healthy). One bounded 300-chunk per fire — the
-                # one-time backlog drains via the "Translate now" button
-                # (drain=True, run-until-done), not this sweep.
-            },
-            "snapshot-head-metrics-daily": {
-                "task": "backend.app.tasks.maintenance.snapshot_head_metrics",
+            "apply-allowlist-sweep-daily": {
+                "task": "backend.app.tasks.ml.apply_allowlist_tags",
                 "schedule": 86400.0,
             },
             "integrity-verify-weekly": {
@@ -212,10 +87,6 @@ def make_celery() -> Celery:
                 "task": "backend.app.tasks.maintenance.cleanup_old_download_events",
                 "schedule": 86400.0,  # daily
             },
-            "recover-stalled-download-events": {
-                "task": "backend.app.tasks.maintenance.recover_stalled_download_events",
-                "schedule": 300.0,  # every 5 min, matches recover-interrupted-tasks
-            },
             "recover-stalled-task-runs": {
                 "task": "backend.app.tasks.maintenance.recover_stalled_task_runs",
                 "schedule": 300.0,  # every 5 min, matches recover-interrupted-tasks
@@ -224,10 +95,6 @@ def make_celery() -> Celery:
                 "task": "backend.app.tasks.maintenance.prune_task_runs",
                 "schedule": 86400.0,  # daily
             },
-            "vacuum-analyze": {
-                "task": "backend.app.tasks.maintenance.vacuum_analyze",
-                "schedule": 604800.0,  # weekly — reclaim dead-tuple bloat + refresh stats
-            },
             "fc3h-backup-db-nightly": {
                 "task": "backend.app.tasks.backup.backup_db_nightly",
                 "schedule": 3600.0,  # hourly tick; task self-gates on configured UTC hour
@@ -236,64 +103,6 @@ def make_celery() -> Celery:
                 "task": "backend.app.tasks.backup.prune_backups",
                 "schedule": 86400.0,  # daily
             },
-            # Audit 2026-06-02 — three new per-entity recovery sweeps.
-            # Each runs every 5 min like the other recover_stalled_*
-            # sweeps; each is a no-op when nothing is stuck.
-            "recover-stalled-backup-runs": {
-                "task": "backend.app.tasks.maintenance.recover_stalled_backup_runs",
-                "schedule": 300.0,
-            },
-            "recover-stalled-library-audit-runs": {
-                "task": "backend.app.tasks.maintenance.recover_stalled_library_audit_runs",
-                "schedule": 300.0,
-            },
-            "recover-stalled-head-training-runs": {
-                "task": "backend.app.tasks.maintenance.recover_stalled_head_training_runs",
-                "schedule": 300.0,
-            },
-            "recover-stalled-head-auto-apply-runs": {
-                "task": "backend.app.tasks.maintenance.recover_stalled_head_auto_apply_runs",
-                "schedule": 300.0,
-            },
-            "recover-stalled-import-batches": {
-                "task": "backend.app.tasks.maintenance.recover_stalled_import_batches",
-                "schedule": 300.0,
-            },
-            # Audit 2026-06-02 — daily retention for two entities
-            # whose terminal rows otherwise accumulate forever.
-            "prune-library-audit-runs": {
-                "task": "backend.app.tasks.maintenance.prune_library_audit_runs",
-                "schedule": 86400.0,
-            },
-            "prune-import-batches": {
-                "task": "backend.app.tasks.maintenance.prune_import_batches",
-                "schedule": 86400.0,
-            },
-            # Audit 2026-06-02 — backfill_thumbnails's docstring claimed
-            # "periodic Beat" but the entry was never registered, so the
-            # library got no self-healing thumbnail repair; only the
-            # manual admin-UI button fired it. Daily cadence is gentle
-            # (the task is idempotent and only enqueues regen for rows
-            # whose stored thumbnails are missing or corrupt).
-            "backfill-thumbnails-daily": {
-                "task": "backend.app.tasks.thumbnail.backfill_thumbnails",
-                "schedule": 86400.0,
-            },
-            # External file-host downloads (#830): a steady sweep catches links
-            # the post-download hook missed (worker down, etc.); recovery re-tries
-            # dead links daily; retention prunes long-dead rows.
-            "extdl-sweep": {
-                "task": "backend.app.tasks.external.sweep_external_links",
-                "schedule": 600.0,  # every 10 min
-            },
-            "extdl-recover-daily": {
-                "task": "backend.app.tasks.external.recover_external_links",
-                "schedule": 86400.0,
-            },
-            "extdl-prune-daily": {
-                "task": "backend.app.tasks.external.prune_external_links",
-                "schedule": 86400.0,
-            },
         },
         timezone="UTC",
     )

backend/app/celery_signals.py

@@ -54,14 +54,7 @@ _INT32_MIN = -2_147_483_648
 
 def _queue_for(task) -> str:
     """Reverse the task→queue routing from celery_app.task_routes.
-    Keep in sync if task_routes is reordered.
-
-    Audit 2026-06-02: backup/admin/library_audit prefixes were
-    missing here even though task_routes sent all three to
-    'maintenance'. The TaskRun.queue column then lied for those
-    rows (claimed 'default') so per-queue dashboard filters and
-    per-queue threshold overrides silently missed them.
-    """
+    Keep in sync if task_routes is reordered."""
     name = getattr(task, "name", "") or ""
     if name.startswith("backend.app.tasks.import_file."):
         return "import"
@@ -69,23 +62,13 @@ def _queue_for(task) -> str:
         return "ml"
     if name.startswith("backend.app.tasks.thumbnail."):
         return "thumbnail"
-    if name.startswith((
-        "backend.app.tasks.download.",
-        # External file-host fetches share the download lane (celery_app
-        # routes external.* → download). Mirror it here or TaskRun.queue
-        # lies 'default' for them, so per-queue dashboard filters and the
-        # per-queue threshold override miss them — the same gap the
-        # 2026-06-02 audit fixed for backup/admin/library_audit.
-        "backend.app.tasks.external.",
-    )):
+    if name.startswith("backend.app.tasks.download."):
         return "download"
     if name.startswith("backend.app.tasks.scan."):
         return "scan"
     if name.startswith((
         "backend.app.tasks.maintenance.",
-        "backend.app.tasks.backup.",
-        "backend.app.tasks.admin.",
-        "backend.app.tasks.library_audit.",
+        "backend.app.tasks.migration.",
     )):
         return "maintenance"
     return "default"

backend/app/models/__init__.py

@@ -2,43 +2,26 @@
 
 from .app_setting import AppSetting
 from .artist import Artist
-from .artist_visit import ArtistVisit
 from .backup_run import BackupRun
 from .base import Base
-from .character_prototype import CcipPrototypeState, CharacterPrototype
 from .credential import Credential
 from .download_event import DownloadEvent
-from .external_link import ExternalLink
-from .gpu_job import GpuJob
-from .head_auto_apply_run import HeadAutoApplyRun
-from .head_metric import HeadMetric
-from .head_metrics_snapshot import HeadMetricsSnapshot
-from .head_training_run import HeadTrainingRun
 from .image_provenance import ImageProvenance
 from .image_record import ImageRecord
-from .image_region import ImageRegion
 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 .patreon_failed_media import PatreonFailedMedia
-from .patreon_seen_media import PatreonSeenMedia
-from .pixiv_failed_media import PixivFailedMedia
-from .pixiv_seen_media import PixivSeenMedia
 from .post import Post
-from .post_attachment import PostAttachment, attachment_download_url
-from .presentation_review import PresentationReview
-from .series_chapter import SeriesChapter
+from .post_attachment import PostAttachment
 from .series_page import SeriesPage
-from .series_suggestion import SeriesSuggestion
 from .source import Source
-from .subscribestar_failed_media import SubscribeStarFailedMedia
-from .subscribestar_seen_media import SubscribeStarSeenMedia
 from .tag import Tag, TagKind, image_tag
 from .tag_alias import TagAlias
-from .tag_head import TagHead
-from .tag_positive_confirmation import TagPositiveConfirmation
+from .tag_allowlist import TagAllowlist
+from .tag_reference_embedding import TagReferenceEmbedding
 from .tag_suggestion_rejection import TagSuggestionRejection
 from .task_run import TaskRun
 
@@ -46,46 +29,27 @@ __all__ = [
     "Base",
     "AppSetting",
     "Artist",
-    "ArtistVisit",
     "BackupRun",
     "Source",
     "Credential",
-    "PatreonFailedMedia",
-    "PatreonSeenMedia",
-    "PixivFailedMedia",
-    "PixivSeenMedia",
-    "SubscribeStarFailedMedia",
-    "SubscribeStarSeenMedia",
     "Post",
     "PostAttachment",
-    "attachment_download_url",
-    "PresentationReview",
-    "SeriesChapter",
     "SeriesPage",
-    "SeriesSuggestion",
     "ImageRecord",
     "ImageProvenance",
-    "ImageRegion",
     "Tag",
     "TagKind",
     "image_tag",
     "DownloadEvent",
-    "ExternalLink",
-    "GpuJob",
     "ImportBatch",
     "ImportTask",
     "ImportSettings",
     "LibraryAuditRun",
     "MLSettings",
-    "HeadAutoApplyRun",
-    "HeadMetric",
-    "HeadMetricsSnapshot",
-    "HeadTrainingRun",
+    "MigrationRun",
     "TagAlias",
-    "TagHead",
-    "CharacterPrototype",
-    "CcipPrototypeState",
-    "TagPositiveConfirmation",
+    "TagAllowlist",
+    "TagReferenceEmbedding",
     "TagSuggestionRejection",
     "TaskRun",
 ]

backend/app/models/artist.py

@@ -15,14 +15,7 @@ class Artist(Base):
     __tablename__ = "artist"
 
     id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    # Display name: freely editable, NON-unique (two real creators can share a
-    # name). Decoupled from identity/storage in migration 0077 (#130) — renaming
-    # touches ONLY this. Was unique until then.
-    name: Mapped[str] = mapped_column(String(255), nullable=False)
-    # Storage/identity key: IMMUTABLE + unique. This is the on-disk path
-    # component (download_service artist_slug = artist.slug → images_root/<slug>/
-    # <platform>/…), so it is set once at creation (collision-suffixed) and NEVER
-    # changes — a rename must not move files. Existing artists keep their slug.
+    name: Mapped[str] = mapped_column(String(255), nullable=False, unique=True)
     slug: Mapped[str] = mapped_column(String(255), nullable=False, unique=True)
     notes: Mapped[str | None] = mapped_column(Text, nullable=True)
 

backend/app/models/artist_visit.py

@@ -1,36 +0,0 @@
-"""ArtistVisit — per-artist 'last viewed' timestamp.
-
-Powers the "+N new since last visit" badge on the artists directory and
-the matching banner on `ArtistView`. One row per artist, single global
-operator. When the multi-user model lands, the PK widens to
-`(user_id, artist_id)` — currently aspirational only (no User model,
-no services/access.py); operator approved skipping `user_id` for now
-under rule #22 (breaking changes welcome).
-
-Seed at migration time: every existing artist gets `last_viewed_at = NOW()`
-so the badge starts at 0 across the board (no noisy "5000 unseen" on
-first deploy). New artists also auto-get a row via
-`ArtistService.find_or_create`.
-"""
-
-from datetime import datetime
-
-from sqlalchemy import DateTime, ForeignKey, Integer, func
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-
-
-class ArtistVisit(Base):
-    __tablename__ = "artist_visit"
-
-    artist_id: Mapped[int] = mapped_column(
-        Integer,
-        ForeignKey("artist.id", ondelete="CASCADE"),
-        primary_key=True,
-    )
-    last_viewed_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True),
-        nullable=False,
-        server_default=func.now(),
-    )

backend/app/models/character_prototype.py

@@ -1,62 +0,0 @@
-"""Precomputed CCIP character prototypes (#1317, milestone 138).
-
-The live matcher (ccip.match_image) needs each character's reference figure
-vectors. Building that on the request path reloaded EVERY figure CCIP vector in
-the library on any change (~4s, invalidated by every character accept). These
-tables make the references a PRECOMPUTED, INCREMENTAL artifact refreshed off the
-request path (services.ml.character_prototypes):
-
-- CharacterPrototype: a character's reference vectors, capped to
-  MLSettings.ccip_prototype_cap so MATCH cost doesn't grow with a character's
-  popularity. The async matcher only READS these.
-- CcipPrototypeState: a per-character fingerprint (reference count + max region
-  id) so a refresh rebuilds ONLY the characters whose references changed, and
-  its updated_at lets the matcher's cache reload just the advanced characters.
-"""
-
-from datetime import datetime
-
-from pgvector.sqlalchemy import Vector
-from sqlalchemy import DateTime, ForeignKey, Integer, String, func
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-from .image_region import CCIP_DIM
-
-
-class CharacterPrototype(Base):
-    __tablename__ = "character_prototype"
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    # The character tag these vectors identify. CASCADE: deleting the tag drops
-    # its prototypes.
-    tag_id: Mapped[int] = mapped_column(
-        ForeignKey("tag.id", ondelete="CASCADE"), nullable=False, index=True
-    )
-    # A reference figure/face CCIP vector (same space as
-    # ImageRegion.ccip_embedding).
-    ccip_embedding: Mapped[list[float]] = mapped_column(
-        Vector(CCIP_DIM), nullable=False
-    )
-    # Provenance: the region this vector was copied from. SET NULL so pruning a
-    # region doesn't delete the prototype mid-cycle (the next refresh reconciles).
-    region_id: Mapped[int | None] = mapped_column(
-        ForeignKey("image_region.id", ondelete="SET NULL"), nullable=True
-    )
-
-
-class CcipPrototypeState(Base):
-    __tablename__ = "ccip_prototype_state"
-
-    # One row per character that currently has prototypes.
-    tag_id: Mapped[int] = mapped_column(
-        ForeignKey("tag.id", ondelete="CASCADE"), primary_key=True
-    )
-    # count(reference regions) + max(region id) at last build — the cheap
-    # per-character change detector that drives incremental rebuilds.
-    fingerprint: Mapped[str] = mapped_column(String(64), nullable=False)
-    # Bumped when this character's prototypes are rebuilt; the matcher cache
-    # reloads only characters whose updated_at advanced.
-    updated_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )

backend/app/models/external_link.py

@@ -1,73 +0,0 @@
-"""ExternalLink — an off-platform file-host link found in a post body.
-
-Creators host the actual files (films, packs) on mega.nz / Google Drive /
-MediaFire / Dropbox / Pixeldrain and drop the link in the post text. This row
-is the record that the link existed (so nothing is silently dropped), the
-dedup + dead-letter ledger for fetching it, and the driver the download worker
-walks. `url` keeps the FULL link including the `#fragment` (mega's decryption
-key) — truncating it makes the file undownloadable.
-
-status lifecycle: pending → downloading → downloaded | failed | dead
-(too many attempts) | skipped (host disabled). `attachment_id` links the
-captured file once a download lands (SET NULL so deleting the attachment
-doesn't delete the link record).
-"""
-
-from datetime import datetime
-
-from sqlalchemy import (
-    DateTime,
-    Float,
-    ForeignKey,
-    Index,
-    Integer,
-    String,
-    Text,
-    func,
-    text,
-)
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-
-# Kept in sync with link_extract.SUPPORTED_HOSTS and the CHECK in migration 0049.
-HOSTS = ("mega", "gdrive", "mediafire", "dropbox", "pixeldrain")
-STATUSES = ("pending", "downloading", "downloaded", "failed", "skipped", "dead")
-
-
-class ExternalLink(Base):
-    __tablename__ = "external_link"
-    __table_args__ = (
-        # One row per (post, url). The full url (incl. #fragment) is the identity
-        # — the same file linked twice in a post collapses to one row.
-        Index("uq_external_link_post_url", "post_id", "url", unique=True),
-        Index("ix_external_link_status", "status"),
-    )
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    post_id: Mapped[int] = mapped_column(
-        ForeignKey("post.id", ondelete="CASCADE"), nullable=False, index=True
-    )
-    artist_id: Mapped[int | None] = mapped_column(
-        ForeignKey("artist.id", ondelete="SET NULL"), nullable=True, index=True
-    )
-    host: Mapped[str] = mapped_column(String(16), nullable=False)
-    url: Mapped[str] = mapped_column(Text, nullable=False)
-    label: Mapped[str | None] = mapped_column(Text, nullable=True)
-    status: Mapped[str] = mapped_column(
-        String(16), nullable=False, server_default="pending"
-    )
-    attempts: Mapped[int] = mapped_column(
-        Integer, nullable=False, server_default=text("0")
-    )
-    last_error: Mapped[str | None] = mapped_column(Text, nullable=True)
-    attachment_id: Mapped[int | None] = mapped_column(
-        ForeignKey("post_attachment.id", ondelete="SET NULL"), nullable=True
-    )
-    created_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )
-    completed_at: Mapped[datetime | None] = mapped_column(
-        DateTime(timezone=True), nullable=True
-    )
-    duration_seconds: Mapped[float | None] = mapped_column(Float, nullable=True)

backend/app/models/gpu_job.py

@@ -1,75 +0,0 @@
-"""GpuJob — a unit of GPU work the desktop agent pulls over HTTP (#114).
-
-The durable work list that lets the agent stay HTTP-only: the server enqueues a
-job per (image, task) — e.g. detect figures + CCIP-embed — and the agent LEASES a
-batch, computes on its GPU, then SUBMITS results, all over the already-exposed web
-API. Redis/Postgres stay private. A lease has an expiry; the lease query itself
-re-claims expired leases (agent died / stopped mid-batch), so the queue is
-self-healing without a separate sweep. One job is per ITEM; the agent fans a
-VIDEO out into per-frame instances internally (see image_region.frame_time).
-
-State: pending → leased → done | error (a failure under the attempt cap returns to
-pending for another agent).
-"""
-
-from datetime import datetime
-
-from sqlalchemy import (
-    DateTime,
-    ForeignKey,
-    Index,
-    Integer,
-    String,
-    Text,
-    func,
-    text,
-)
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-
-
-class GpuJob(Base):
-    __tablename__ = "gpu_job"
-
-    # Partial indexes over just the live slice (see migration 0070): the lease
-    # reads the lowest-id pending jobs on the hot path, and reclaims expired
-    # leases as a backstop — both stay O(batch) as done/error history grows.
-    __table_args__ = (
-        Index("ix_gpu_job_pending", "id", postgresql_where=text("status = 'pending'")),
-        Index(
-            "ix_gpu_job_leased_expires", "lease_expires_at",
-            postgresql_where=text("status = 'leased'"),
-        ),
-    )
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    image_record_id: Mapped[int] = mapped_column(
-        ForeignKey("image_record.id", ondelete="CASCADE"), index=True
-    )
-    # What to compute, e.g. 'ccip' (detect figures + CCIP-embed) or 'siglip_region'.
-    task: Mapped[str] = mapped_column(String(32), nullable=False)
-    status: Mapped[str] = mapped_column(
-        String(16), nullable=False, default="pending", index=True
-    )
-    # pending | leased | done | error
-    lease_token: Mapped[str | None] = mapped_column(String(64), nullable=True)
-    leased_at: Mapped[datetime | None] = mapped_column(
-        DateTime(timezone=True), nullable=True
-    )
-    lease_expires_at: Mapped[datetime | None] = mapped_column(
-        DateTime(timezone=True), nullable=True
-    )
-    attempts: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    error: Mapped[str | None] = mapped_column(Text, nullable=True)
-    # Triage verdict for an ERRORED job (#125): NULL = not yet probed;
-    # 'defect' = the integrity probe says the FILE itself is bad (surfaced for
-    # recovery, excluded from /retry_errors); 'file_ok' = the file passes —
-    # the failure was operational (timeout/transient), safe to retry.
-    triage_status: Mapped[str | None] = mapped_column(String(16), nullable=True)
-    created_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )
-    updated_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )

backend/app/models/head_auto_apply_run.py

@@ -1,46 +0,0 @@
-"""HeadAutoApplyRun — persisted lifecycle of an earned-auto-apply sweep (#114).
-
-A graduated head can apply its tag to images it scores above the head's
-auto-apply threshold, without a human. This row tracks one such sweep (or a
-dry-run PREVIEW of it) so the result survives navigation and the admin card can
-show what fired / what would fire. Mirrors HeadTrainingRun. State machine:
-running → ready / error. The `report` JSONB holds per-concept counts
-(applied / projected / scanned).
-"""
-
-from datetime import datetime
-from typing import Any
-
-from sqlalchemy import Boolean, DateTime, Integer, String, Text, func
-from sqlalchemy.dialects.postgresql import JSONB
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-
-
-class HeadAutoApplyRun(Base):
-    __tablename__ = "head_auto_apply_run"
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    # dry_run=True is a PREVIEW: scores + counts what WOULD apply, writes nothing
-    # (preview/apply parity, rule 93).
-    dry_run: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
-    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 | 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
-    )
-    # Total tags applied across all heads this sweep (0 for a clean dry-run).
-    n_applied: Mapped[int | None] = mapped_column(Integer, nullable=True)
-    # Per-concept breakdown: [{tag_id, name, applied, scanned, threshold}, ...].
-    report: Mapped[dict[str, Any] | None] = mapped_column(JSONB, nullable=True)
-    error: Mapped[str | None] = mapped_column(Text, nullable=True)
-    last_progress_at: Mapped[datetime | None] = mapped_column(
-        DateTime(timezone=True), nullable=True
-    )

backend/app/models/head_metric.py

@@ -1,32 +0,0 @@
-"""HeadMetric — running correction counters per concept (#114 observability).
-
-Earned auto-apply fires graduated heads; to TUNE it we need to know how often a
-head's auto-applied tag was wrong (the operator removed it = a MISFIRE) and how
-often the operator had to add a tag a head exists for by hand (an UNDER-FIRE,
-the head missed it). image_tag.source is lost when a row is deleted, so these
-are captured as durable cumulative counters at correction time — they survive
-head retrain/prune (keyed by tag, not by the head row). The daily snapshot reads
-them into the time-series.
-"""
-
-from datetime import datetime
-
-from sqlalchemy import DateTime, ForeignKey, Integer, func
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-
-
-class HeadMetric(Base):
-    __tablename__ = "head_metric"
-
-    tag_id: Mapped[int] = mapped_column(
-        ForeignKey("tag.id", ondelete="CASCADE"), primary_key=True
-    )
-    # An auto-applied (source='head_auto') tag the operator later REMOVED.
-    n_misfires: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    # A tag with a head that the operator added by HAND (the head missed it).
-    n_underfires: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    updated_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )

backend/app/models/head_metrics_snapshot.py

@@ -1,38 +0,0 @@
-"""HeadMetricsSnapshot — a daily per-concept time-series point (#114).
-
-The "amount of change over time" reporting the operator asked for: once a day,
-record each concept's auto-applied VOLUME (current head_auto tags), cumulative
-misfires/under-fires, and the head's measured quality. Plotting these rows over
-time shows whether auto-apply is landing better/worse and whether tagging more is
-sharpening a concept — the signal for tuning the precision target + support floor.
-"""
-
-from datetime import datetime
-
-from sqlalchemy import DateTime, Float, ForeignKey, Integer, String, func
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-
-
-class HeadMetricsSnapshot(Base):
-    __tablename__ = "head_metrics_snapshot"
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    tag_id: Mapped[int] = mapped_column(
-        ForeignKey("tag.id", ondelete="CASCADE"), index=True
-    )
-    # Denormalized so a snapshot stays readable even if the tag is later renamed.
-    name: Mapped[str] = mapped_column(String(255), nullable=False)
-    snapshot_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now(), index=True
-    )
-    # Current count of source='head_auto' applications still standing.
-    n_auto_applied: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    n_misfires: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    n_underfires: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    # The head's measured quality at snapshot time (null if no head exists).
-    ap: Mapped[float | None] = mapped_column(Float, nullable=True)
-    precision_cv: Mapped[float | None] = mapped_column(Float, nullable=True)
-    recall: Mapped[float | None] = mapped_column(Float, nullable=True)
-    n_pos: Mapped[int | None] = mapped_column(Integer, nullable=True)

backend/app/models/head_training_run.py

@@ -1,44 +0,0 @@
-"""HeadTrainingRun — persisted lifecycle of a head-training batch (#114).
-
-A persisted run row (not transient frontend state) so the run SURVIVES
-navigation and the admin card can show live + historical status.
-Training is idempotent (it upserts tag_head rows), so a SIGKILL'd run is harmless
-— a maintenance recovery sweep flips a stalled `running` row to `error`, and the
-next run re-trains. State machine: running → ready / error.
-"""
-
-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 HeadTrainingRun(Base):
-    __tablename__ = "head_training_run"
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    # Training parameters: {min_positives, neg_ratio, precision_target, ...}.
-    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 | 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
-    )
-    # How many concepts got a (re)trained head vs were skipped (too few labels).
-    n_trained: Mapped[int | None] = mapped_column(Integer, nullable=True)
-    n_skipped: Mapped[int | None] = mapped_column(Integer, nullable=True)
-    error: Mapped[str | None] = mapped_column(Text, nullable=True)
-    # Last time the task made progress — the recovery sweep tells a live run
-    # from a SIGKILL'd one by this.
-    last_progress_at: Mapped[datetime | None] = mapped_column(
-        DateTime(timezone=True), nullable=True
-    )

backend/app/models/image_provenance.py

@@ -34,22 +34,8 @@ class ImageProvenance(Base):
     post_id: Mapped[int] = mapped_column(
         ForeignKey("post.id", ondelete="CASCADE"), nullable=False, index=True
     )
-    # Nullable since alembic 0030 — provenance rows for filesystem-imported
-    # content with no subscription have NULL source_id. FK ondelete SET
-    # NULL so deleting a Source detaches its provenance rows instead of
-    # destroying the linkage between image and post.
-    source_id: Mapped[int | None] = mapped_column(
-        ForeignKey("source.id", ondelete="SET NULL"), nullable=True, index=True
-    )
-    # The archive PostAttachment this image was extracted FROM, when it came
-    # out of a .zip/.rar rather than as a loose file (milestone #87). Lets the
-    # provenance UI show the exact archive a file lives inside instead of every
-    # attachment on the post. NULL for loose downloads and pre-backfill rows.
-    # SET NULL so deleting the archive attachment never destroys the (image,
-    # post) edge — it just forgets which archive it came from.
-    from_attachment_id: Mapped[int | None] = mapped_column(
-        ForeignKey("post_attachment.id", ondelete="SET NULL"),
-        nullable=True, index=True,
+    source_id: Mapped[int] = mapped_column(
+        ForeignKey("source.id", ondelete="CASCADE"), nullable=False, index=True
     )
     captured_metadata: Mapped[dict | None] = mapped_column(JSON, nullable=True)
     captured_at: Mapped[datetime] = mapped_column(

backend/app/models/image_record.py

@@ -9,10 +9,10 @@ from datetime import datetime
 
 from pgvector.sqlalchemy import Vector
 from sqlalchemy import (
+    JSON,
     BigInteger,
     DateTime,
     Enum,
-    Float,
     ForeignKey,
     Integer,
     String,
@@ -39,10 +39,6 @@ class ImageRecord(Base):
     mime: Mapped[str] = mapped_column(String(64), nullable=False)
     width: Mapped[int | None] = mapped_column(Integer, nullable=True)
     height: Mapped[int | None] = mapped_column(Integer, nullable=True)
-    # Video container duration (seconds); NULL for images. The Tier-1 video
-    # near-dup key (#871): two videos of the same artist with matching duration
-    # (+ aspect) are the same content across re-encodes — dedup like image pHash.
-    duration_seconds: Mapped[float | None] = mapped_column(Float, nullable=True)
 
     # Integrity verification status. FC-2e populates this; FC-2a leaves rows at 'unknown'.
     # Values: 'unknown' (default), 'ok', 'corrupt', 'failed_verification'.
@@ -53,18 +49,6 @@ class ImageRecord(Base):
     # Thumbnail (populated by FC-2)
     thumbnail_path: Mapped[str | None] = mapped_column(Text, nullable=True)
 
-    # Source provenance for downloaded media (#830 Phase 2). `source_url` is the
-    # CDN/origin URL the file was fetched from (debugging + future re-fetch).
-    # `source_filehash` is the URL's 32-hex CDN identity segment
-    # (utils.paths.filehash_from_url) — the JOIN KEY that maps a post body's
-    # inline `<img src=CDN>` back to this local copy so the rendered body serves
-    # our stored image instead of hotlinking the public source. Indexed for the
-    # render-time lookup. NULL for filesystem-imported / pre-Phase-2 rows.
-    source_url: Mapped[str | None] = mapped_column(Text, nullable=True)
-    source_filehash: Mapped[str | None] = mapped_column(
-        String(32), nullable=True, index=True
-    )
-
     # Origin / provenance pointers
     origin: Mapped[str] = mapped_column(Enum(*ORIGIN_CHOICES, name="origin_enum"), nullable=False)
     primary_post_id: Mapped[int | None] = mapped_column(
@@ -76,37 +60,20 @@ class ImageRecord(Base):
         ForeignKey("artist.id", ondelete="SET NULL"), nullable=True, index=True
     )
 
-    # ML fields (populated by the ml-worker / GPU agent). 1152 = SigLIP-so400m
-    # embedding dim; siglip_model_version stamps which model produced it (so an
-    # operator model swap, #1190, can re-embed the stale rows). A different-dim
-    # model would need a column-width migration.
+    # ML fields (populated by FC-2's ml-worker)
+    tagger_predictions: Mapped[dict | None] = mapped_column(JSON, nullable=True)
+    tagger_model_version: Mapped[str | None] = mapped_column(String(128), nullable=True)
+    # 1152 = SigLIP-so400m embedding dim. Swapping models in FC-2 may require
+    # a column-width migration.
     siglip_embedding: Mapped[list[float] | None] = mapped_column(Vector(1152), nullable=True)
     siglip_model_version: Mapped[str | None] = mapped_column(String(128), nullable=True)
 
+    # Centroid score cache (populated post-tagging)
+    centroid_scores: Mapped[dict | None] = mapped_column(JSON, nullable=True)
+
     created_at: Mapped[datetime] = mapped_column(
         DateTime(timezone=True), nullable=False, server_default=func.now()
     )
-    # Denormalized gallery sort key = COALESCE(primary post's post_date,
-    # created_at) (alembic 0035). The gallery used to compute this as a
-    # COALESCE across the Post outer join on every /scroll, which can't use
-    # an index and re-sorted a large slice of the library per page (×10 with
-    # the old serial batching). Materializing it lets the cursor scroll read
-    # ix_image_record_effective_date directly. Maintained by the importer
-    # (services/importer.py _apply_sidecar) when a primary post with a date
-    # is linked; plain inserts keep the created_at-equivalent server default.
-    effective_date: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )
-    # Denormalized ORIGINAL-publish sort key (alembic 0071) = MIN(post_date)
-    # across ALL of the image's provenance posts, else created_at. effective_date
-    # above keys off the PRIMARY post (often the repost/download the file came
-    # from); this keys off the earliest publish across EVERY post the image
-    # appears in, so the gallery can sort by when content was first posted rather
-    # than when it was downloaded (operator-flagged 2026-07-01). Maintained by
-    # services/importer.py, recomputed whenever a dated post is linked.
-    earliest_post_date: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )
     updated_at: Mapped[datetime] = mapped_column(
         DateTime(timezone=True),
         nullable=False,

backend/app/models/image_region.py

@@ -1,65 +0,0 @@
-"""ImageRegion — a detected/proposed sub-region of an image + its crop embedding.
-
-The storage backbone of the crop pipeline (#114). A region is a normalized bbox
-plus the embedding of its crop:
-- kind='face' / 'figure' → embedded by CCIP for cross-artist character identity.
-- kind='concept' → embedded by SigLIP, a localized instance for a concept head's
-  bag-of-embeddings (a concept is "present if ANY instance matches").
-One row carries the embedding appropriate to its kind (the other is null). The
-bbox doubles as grounded-tag provenance (hover a tag → highlight its region; a
-wrong box is a precise negative). The GPU agent writes these via the job API;
-the few-shot character matcher + bag scorer read them — both server-side, no GPU.
-"""
-
-from datetime import datetime
-
-from pgvector.sqlalchemy import Vector
-from sqlalchemy import DateTime, Float, ForeignKey, Integer, String, func
-from sqlalchemy.orm import Mapped, mapped_column
-
-from .base import Base
-
-CCIP_DIM = 768       # deepghs/imgutils CCIP character embedding
-SIGLIP_DIM = 1152    # matches image_record.siglip_embedding
-
-
-class ImageRegion(Base):
-    __tablename__ = "image_region"
-
-    id: Mapped[int] = mapped_column(Integer, primary_key=True)
-    image_record_id: Mapped[int] = mapped_column(
-        ForeignKey("image_record.id", ondelete="CASCADE"), index=True
-    )
-    # 'frame' (a whole video frame → SigLIP bag) | 'face' | 'figure' (→ CCIP
-    # character id) | 'concept' (→ SigLIP head bag) | 'panel' (a comic panel crop,
-    # also SigLIP → the bag). Free String, not an enum — proposers can add kinds
-    # without a migration; the bag scorer keys on a non-null siglip_embedding, not
-    # the kind, so any SigLIP-embedded region joins the bag.
-    kind: Mapped[str] = mapped_column(String(16), nullable=False)
-    # For video/animated media: the source frame's timestamp in SECONDS. NULL for
-    # static images. Lets a video be a BAG of per-frame instances (fixes the
-    # mean-embedding muddle) + grounds a tag to "appears at 0:42".
-    frame_time: Mapped[float | None] = mapped_column(Float, nullable=True)
-    # Normalized bbox in [0,1]: top-left (rx, ry) + size (rw, rh). Named rx/ry/…
-    # rather than x/y/by to dodge SQL keyword ambiguity ('by').
-    rx: Mapped[float] = mapped_column(Float, nullable=False)
-    ry: Mapped[float] = mapped_column(Float, nullable=False)
-    rw: Mapped[float] = mapped_column(Float, nullable=False)
-    rh: Mapped[float] = mapped_column(Float, nullable=False)
-    # Proposer/detector confidence (null for deterministic proposers).
-    score: Mapped[float | None] = mapped_column(Float, nullable=True)
-    # Version stamps so a re-detect / re-crop / re-embed can be gated (compute
-    # once; only redo when the producing model version changes).
-    detector_version: Mapped[str | None] = mapped_column(String(64), nullable=True)
-    crop_version: Mapped[str | None] = mapped_column(String(64), nullable=True)
-    embedding_version: Mapped[str | None] = mapped_column(String(128), nullable=True)
-    # Exactly one is set, per kind.
-    ccip_embedding: Mapped[list[float] | None] = mapped_column(
-        Vector(CCIP_DIM), nullable=True
-    )
-    siglip_embedding: Mapped[list[float] | None] = mapped_column(
-        Vector(SIGLIP_DIM), nullable=True
-    )
-    created_at: Mapped[datetime] = mapped_column(
-        DateTime(timezone=True), nullable=False, server_default=func.now()
-    )

backend/app/models/import_settings.py

@@ -4,7 +4,7 @@ Enforced as a single row via a CHECK (id = 1) constraint. The application
 always SELECTs id=1 and never inserts/deletes after the initial migration.
 """
 
-from sqlalchemy import Boolean, CheckConstraint, Float, Integer, Text, select
+from sqlalchemy import Boolean, CheckConstraint, Float, Integer, Text
 from sqlalchemy.orm import Mapped, mapped_column
 
 from .base import Base
@@ -63,83 +63,3 @@ class ImportSettings(Base):
     backup_images_keep_last_n: Mapped[int] = mapped_column(
         Integer, nullable=False, default=3,
     )
-
-    # FC-6.3 series continuation matcher. enabled gates the rescan; threshold is
-    # the weighted-score cut-off (0..1) above which a pending suggestion is made.
-    series_suggest_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=True,
-    )
-    series_suggest_threshold: Mapped[float] = mapped_column(
-        Float, nullable=False, default=0.5,
-    )
-
-    # #830 off-platform file-host downloads — per-host enable lever (default on,
-    # rule #26). Column names are extdl_<host>_enabled so the worker reads them
-    # via getattr(settings, f"extdl_{host}_enabled", True).
-    extdl_mega_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=True, server_default="true",
-    )
-    extdl_gdrive_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=True, server_default="true",
-    )
-    extdl_mediafire_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=True, server_default="true",
-    )
-    extdl_dropbox_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=True, server_default="true",
-    )
-    extdl_pixeldrain_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=True, server_default="true",
-    )
-
-    # -- Post-text translation via the Interpreter LAN service (milestone 143).
-    # Off by default with NO default host — it needs a reachable Interpreter
-    # service (the operator's, behind a reverse proxy), which not every install
-    # has; the operator sets the URL and flips it on. Empty base_url OR disabled
-    # → the translate sweep no-ops.
-    translation_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=False, server_default="false",
-    )
-    interpreter_base_url: Mapped[str] = mapped_column(
-        Text, nullable=False, default="", server_default="",
-    )
-    translation_target_lang: Mapped[str] = mapped_column(
-        Text, nullable=False, default="en", server_default="en",
-    )
-    # The latin-script acceptance floor for the translation gate: a translation
-    # whose Interpreter-reported confidence is below this is kept as the original
-    # (operator-tunable, milestone 155). Default 0.9 — stricter than the old
-    # hardcoded 0.8, because Interpreter confidently mis-detects short ASCII
-    # English (e.g. "… WIP Part 1") as a European language at ~0.86. CJK stays
-    # trusted regardless (script-detected). Per-post overrides handle the misses.
-    translation_min_confidence: Mapped[float] = mapped_column(
-        Float, nullable=False, default=0.9, server_default="0.9",
-    )
-
-    # Title-based WIP auto-tagging (task #1458). When a freshly-imported post's
-    # TITLE explicitly declares work-in-progress ("WIP" / "work in progress"),
-    # the importer applies the `wip` system tag to its images — the artist's own
-    # label, used to keep unfinished pieces out of the Explore/gallery browse. ON
-    # by default (rule 26 — the feature works out of the box). Gates only the
-    # LIVE import hook; the existing catalogue is caught by the operator-triggered
-    # "Scan existing posts" backfill (which runs regardless of this flag).
-    wip_title_tagging_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=True, server_default="true",
-    )
-    # Soft WIP title tier (#1474): also tag sketch/doodle/scribble titles, but with
-    # a PROVISIONAL source (`wip_title_soft`) that never trains the head, since these
-    # are lower-precision (a finished "sketch" isn't WIP). OFF by default — a lower-
-    # precision tier is opt-in (the ring-loud audit surfaces false positives).
-    wip_soft_title_tagging_enabled: Mapped[bool] = mapped_column(
-        Boolean, nullable=False, default=False, server_default="false",
-    )
-
-    @classmethod
-    async def load(cls, session) -> ImportSettings:
-        """The singleton settings row (id=1), via an async session."""
-        return (await session.execute(select(cls).where(cls.id == 1))).scalar_one()
-
-    @classmethod
-    def load_sync(cls, session) -> ImportSettings:
-        """The singleton settings row (id=1), via a sync session."""
-        return session.execute(select(cls).where(cls.id == 1)).scalar_one()

backend/app/models/import_task.py

@@ -8,16 +8,7 @@ been processing longer than the stuck-task threshold.
 
 from datetime import datetime
 
-from sqlalchemy import (
-    BigInteger,
-    Boolean,
-    DateTime,
-    ForeignKey,
-    Integer,
-    String,
-    Text,
-    func,
-)
+from sqlalchemy import BigInteger, DateTime, ForeignKey, Integer, String, Text, func
 from sqlalchemy.orm import Mapped, mapped_column, relationship
 
 from .base import Base
@@ -35,13 +26,6 @@ class ImportTask(Base):
     task_type: Mapped[str] = mapped_column(String(16), nullable=False)  # media|archive
     status: Mapped[str] = mapped_column(String(16), nullable=False, default="pending", index=True)
 
-    # Poison-pill circuit breaker (alembic 0026). recovery_count tracks
-    # how many times the stuck-task sweep has re-queued this row; after
-    # the cap it's failed with a diagnostic instead of looping. refetched
-    # bounds the one-shot re-download remediation to a single attempt.
-    recovery_count: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    refetched: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
-
     result_image_id: Mapped[int | None] = mapped_column(
         ForeignKey("image_record.id", ondelete="SET NULL"), nullable=True
     )

backend/app/models/library_audit_run.py

@@ -35,10 +35,3 @@ class LibraryAuditRun(Base):
     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)
-    # Chunked-scan state (alembic 0039): keyset cursor the next chunk resumes
-    # from, and the last time a chunk made progress (so the recovery sweep can
-    # tell a progressing multi-chunk audit from a stuck one).
-    resume_after_id: Mapped[int] = mapped_column(Integer, nullable=False, default=0)
-    last_progress_at: Mapped[datetime | None] = mapped_column(
-        DateTime(timezone=True), nullable=True,
-    )

backend/app/models/migration_run.py

@@ -0,0 +1,37 @@
+"""MigrationRun — tracks each FC-5 migration invocation (backup/gs/ir/etc).
+
+kind/status are String(32) not Postgres ENUM so adding kinds later
+doesn't need a schema migration. The API layer validates values.
+"""
+
+from datetime import datetime
+
+import sqlalchemy as sa
+from sqlalchemy import Boolean, DateTime, Integer, String, Text, func
+from sqlalchemy.dialects.postgresql import JSONB
+from sqlalchemy.orm import Mapped, mapped_column
+
+from .base import Base
+
+
+class MigrationRun(Base):
+    __tablename__ = "migration_run"
+
+    id: Mapped[int] = mapped_column(Integer, primary_key=True)
+    kind: Mapped[str] = mapped_column(String(32), nullable=False, index=True)
+    status: Mapped[str] = mapped_column(String(32), nullable=False, index=True)
+    dry_run: Mapped[bool] = mapped_column(Boolean, nullable=False, default=False)
+    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,
+    )
+    counts: Mapped[dict] = mapped_column(
+        JSONB, nullable=False, default=dict, server_default=sa.text("'{}'::jsonb"),
+    )
+    error: Mapped[str | None] = mapped_column(Text, nullable=True)
+    metadata_: Mapped[dict] = mapped_column(
+        "metadata", JSONB, nullable=False, default=dict,
+        server_default=sa.text("'{}'::jsonb"),
+    )