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1efece0f21 |
feat: a Discord source can remove the posts it took from people outside its poster list (#4486)
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"Remove posts from other posters" on a Discord source with an "Only posts by" list previews what goes, per poster, then deletes it behind a typed token: - posts whose record names a poster not on the list (by id, username or display name); posts that record no poster are left alone and counted; - images found only on those posts; one also on a kept post stays, and a synthetic drop's link never keeps one; - their attachments, and every drop that absorbed one of them, so the grouping sweep regroups what remains. Preview and apply share one predicate, and a parity test holds them to it. The post record now also saves the poster's display name. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> |
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d6d3184361 |
fix: the single-color filter no longer takes line art for a blank image (#4483)
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Five of Todding's Discord doodles (pencil lines on white, 3000px) were skipped on import as "single color", so their posts showed text and no image. The predicate sampled a 64px BILINEAR thumbnail, which blends thin strokes into the paper, and 0.95 "one color" is below how white a doodle is. - Sample 256x256 by NEAREST, so each sample is a real pixel. - Default threshold 0.995: blank means essentially blank. Migration 0116 moves a stored 0.95 (the old default) with it; the settings slider now spans 0.9-1 in 0.005 steps so the value is reachable. - The Cleanup audit shares the predicate, so it stops flagging sketches too. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> |
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a360d69ee8 |
fix: task runs record the lane Celery really routes them to, and no healthy long job is swept as stalled (#4432)
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celery_signals._queue_for was a hand-kept copy of task_routes and had drifted: - backup, admin and library_audit jobs, and backfill_phash, run on maintenance_long but were recorded as `maintenance`; - translation and gpu_queue jobs were recorded as `default`, where the 5-minute stall sweep failed healthy 35-minute translation runs. It now asks the router, cached per task name. A new guard test checks every registered task's hard time limit against the stall threshold the sweep would use for it. It also caught these sweeps, which failed healthy runs mid-flight and are fixed here: - ml's scheduled sweeps (35 min, previously swept at 25); - train_heads and apply_head_tags (65 min); - import_media_file (6 min, previously swept at 5); - the long lane, which now has its own 45-minute threshold. UI changes: - the admin job poller follows a job by celery_task_id, via a new filter on /runs, instead of by lane; - the archive re-extract and missing-file repair cards show the long lane's backlog, where their jobs actually wait; - the queue table lists maintenance_long. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR |
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e5bdcd2596 |
feat: finish the Discord switchover — recapture on every native source, backfills that run, gallery-dl's Discord config retired (milestone 428)
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- Recover and Recapture show on every native source. The menu gated them on
a copied platform list ('patreon', 'subscribestar') that went stale when
Discord moved over. Sources now carry `native_ingester` from the backend's
own predicate.
- A running backfill is due on every scheduler tick. Nothing queued a
backfill's next chunk: each one waited for the source's regular interval,
so an armed backfill sat idle until the next check (8h at the default) and
a five-chunk walk took most of two days. The in-flight guard and the
platform lock keep one chunk at a time. A failing source falls back to its
backoff, and a stalled or out-of-budget walk stops being due. It also runs
when the artist has auto-check off, since the operator started it by hand.
- gallery-dl no longer carries Discord: its naming constants, platform
defaults, sidecar-mirroring postprocessor and token injection are gone.
The naming test moves to the native downloader and still renders against
the real gallery-dl sidecar fixture. That is the guard that the files
gallery-dl wrote are found on disk rather than fetched again.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
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49d18c1757 |
fix: adding a found subscription sends its membership id (adopt 400 invalid_body)
membershipReconcile.adopt passed { membership_id } as request options, so
no body was sent. useApi now refuses any option other than body, params or
signal, so a payload in the wrong place fails loudly in the browser instead
of as a 400 from the server.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
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7aa074d1a9 |
feat: the unified card shows referenced images, their text, and an undo (4402)
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The linked drop's images and the piece's variants join the teaser's rail,
after its own images, each with a corner badge. The meta line counts them
apart ("+N from Discord"), so a Patreon card never reads as though the creator
posted Discord's files there. The text of each referenced post sits under
the teaser's body.
If FC made the link, the card says so, names the matching working name and
offers Undo. If a person accepted it, it offers Unlink and makes no claim
about FC. Both dismiss the pair. The kept row then stops the next sweep from
linking it straight back.
The announcement settings card gets the two windows: how close a drop must be
before its own card is left out of the feed, and how far to reach for
variants.
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
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b3e4491b0a |
feat: the announcement card offers the auto-link switch and says why (4392)
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The card's copy had gone stale against its own backend in three places, which
matters more than usual here because every line of it is a claim about what FC
will do with the operator's library:
* "nothing is linked until you accept one" is no longer true for a pair the
creator's own file name settles. The switch that governs that is now on the
card rather than only in the database.
* "always needs two reasons — close in time and the post mentioning Discord"
left out the shared-marker signal, and named 0.55 as the number below which
no single signal can carry a pair. That number is 0.45 now.
* "pairs only appear when a post lands near a drop and says it is about
Discord" described the empty state as if the identity route did not exist.
A queued row now shows the working name behind it when there is one, and says
in the same breath why that name was not enough on its own. A review queue
that cannot explain itself is one the operator learns to click through without
reading, and this is the only signal that claims the two posts are the SAME
piece rather than that they happened near each other.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR
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1353d346b3 |
fix: the cap dial waited out a broker round trip it did not need (4295)
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Operator: "when the number is changed the change should be queued so that
it isn't blocking of the webui or the system itself. we shouldn't have to
wait for the validation live."
Two waits, and
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a01165365b |
feat: a saturated lane can grow itself, within the cap the operator set (4297)
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Milestone 422 step 7 — the one sweep in this milestone that decides rather than obeys, so it is off until a lane is opted in, bounded by the operator's cap, floored at the operator's value, and it reports every decision including the ones where it did nothing. Growth needs BOTH halves: all slots busy AND a backlog. Depth alone means celery is about to pick those up and growing would add idle children (#1253 is that bug in the GPU agent); saturation alone means the lane is busy with exactly as much work as exists. The backlog is depth PLUS reserved, because celery prefetches and LLEN reads 0 while a worker holds thirty tasks in memory — the case an LLEN-only autoscaler misses entirely, and the reason step 2 plumbed `reserved` through. The two sweeps had to be taught not to fight. The reconcile drives every lane to its stored slots every five minutes, which would have reverted each grow on the next tick: grow, revert, grow, revert, forever. For an autoscaling lane the stored value is now a FLOOR — restored when a lane falls below it, never taken back above it. The operator's "a task that runs for x concurrent time" idea stays a UI warning rather than a trigger: a long task does not finish sooner because the lane gained a slot, so scaling on it would spend memory to change nothing. Read from `task_run` on our own wall clock, not celery's `time_start`, which is the WORKER's monotonic clock and would produce a duration that is meaningless in the direction that matters — plausible. Caught while reading it back: the first version read the stored slots as the CURRENT pool. The autoscaler never writes that row, so every tick would have proposed floor+1 — resizing nothing, reporting `grew` anyway (a replica already past the target is issued no message and reports success), and capping the lane one slot above its floor forever while claiming otherwise. It now reads the live pool and keeps the stored value purely as the floor, and the tests fix the two to different numbers so an equal-fixture pass cannot hide it again. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR |
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da48edf7da |
feat: the worker-lanes card — see each lane, change its slots (4294)
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Milestone 422 step 4. Rule 27: no UI, no ship. This is where the previous three steps become usable. REACHABLE AT: Settings -> Activity -> Worker lanes, directly under the "Queues + workers" pane. Written from opening the view, not from memory of having built it — lesson #4282, and #3463 is the same trap landing inside milestone 365, where the System page shipped with no navigation to it. Under that pane deliberately, not in the System tab. System answers "is everything running", where every control would be about something broken. This is about something working that should work harder, and it belongs beside the backlog it reacts to: you watch a queue grow and give that lane another slot without leaving the pane. Per lane: queues, pending, busy, a stepper, an enable switch. - PENDING is depth + reserved, not LLEN. Celery prefetches, so LLEN alone reads 0 while a worker holds tasks in memory — the number that would make someone think a buried lane was idle. - NOT ANSWERING, never "stopped". present=false means nothing replied; saying stopped would send the operator looking for a crash that has not happened. - THE CEILING IS ON SCREEN, with "(memory)" on the ML lane. It is the one number here the operator cannot change, so it has to justify itself; a greyed stepper with no explanation reads as a bug. - `busy` is per lane, so adjusting one does not freeze the others. TWO OUTCOMES THAT MUST NOT COLLAPSE INTO ONE MESSAGE. A stored-but-unpushed change (applied:false — the lane is restarting) is information: the value is saved and the reconcile will carry it, so the card says so and invites waiting. A refused value (400) is an error and shows the endpoint's own sentence. Collapsing them would make one of the two invite the wrong action. A BUG CAUGHT BEFORE COMMIT: the card read `e.detail?.detail`, but ApiError puts the parsed body on `.body` and `.message` on the short `error` key. It would have shown the operator the bare word "refused" with no reason — the exact failure that line exists to prevent. The test would not have caught it either: `rejects.toThrow()` passes whether the sentence is reachable or not. It now asserts `err.body.detail` specifically. Also: queueOptions in SystemActivityTab was a fourth hand-kept copy of the queue list and had drifted — `maintenance_long` was missing, so activity on that lane could not be filtered for at all despite four task routes pointing there. Added, and DELIBERATELY left as a written-out list rather than derived like the other three were: this filters task_run HISTORY, so a derived list would hide the filter for any queue that has rows but no longer has a lane — precisely when someone is looking — and would be empty whenever the endpoint is down. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR |
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11a01a9686 |
revert: remove the placement reconciler — it manufactured the problem it solved
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Milestone #421 built a sweep that compared each image's `artist_id` to the name of the directory holding its file, and called every mismatch a misplaced image. It reported 33,789 of 63,605 as wrongly filed. That number described the comparison, not the library. What it actually was: 32,475 (97.1%) one artist's own folder, spelled differently — Telepurte/ vs telepurte/. Same artist, same art. 657 ( 2.0%) loose at the images root 328 ( 1.0%) in a folder named after a different artist And the 1% did not mean what the tool assumed either. `ImageProvenance` records the post and source every file was downloaded from — the authoritative answer, which the tool never consulted. Querying it for all 328: 144 provenance agrees with the record (move would be right) 87 provenance agrees with the FOLDER (the record is wrong; move wrong) 53 provenance names SEVERAL artists (no single correct folder) 41 no provenance at all 3 agrees with neither So the sweep would have misfiled or arbitrarily picked for ~41% of the only set it was really needed for. The system already knew where each file came from; the tool inferred it from a column and a directory name instead. Operator, 2026-09-21: *"the current system consistently records where items are and where they came from this is just complicating something works and doesn't need fixing."* Correct on both counts. Removed: the service, the tasks, the model and migration 0099's table, the /api/cleanup/layout and /placement/* endpoints, the Maintenance card and its store actions, and the tests. 0100 drops the table (rule #22 — no legacy). KEPT deliberately, per the operator: - `utils.paths.canonical_subdir` — new filesystem imports derive their directory from the artist's slug, matching what the downloader always did. Not part of this tool; removing it would be churn that fixes nothing. - The 327 files run 1 moved (InsoUwu/ -> insouwu/). Same artist either way, and the gallery renders them correctly. - Everything from #4223 (three-gate dedup, 256-bit pHash) and #4234 (backup credential exclusion). Those fixed problems that were actually reported. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR |
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2dd9b956d5 |
feat: File placement card — survey, plan per artist, apply, put back (4246, slice 3c)
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The UI half of the reconciler, in Maintenance. Survey shows how many images sit in the wrong artist's folder and which folders they are in; each artist gets its own Plan button; each run can be reviewed, applied, and put back. Deliberately NOT using useMaintenanceTask. That composable stashes a task id in localStorage so a result survives navigate-away, which is the right answer when the only record is a Celery result. Here the runs are database rows — so a reload, another machine, or coming back tomorrow simply shows the same state, because the state IS the row. The card polls the runs endpoint instead. Copy avoids the vocabulary this work has been tripping over: "folder", "put back", "in the wrong folder" rather than artist_id, revert and canonical. The one thing the operator most needs to know — nothing here changes who an image belongs to — is what the blurb says first. Three things I had assumed and checked instead: MaintenanceTile lives in common/ not settings/; there is no generic ConfirmDialog (BackupCard uses a purpose-built modal), so this uses a plain v-dialog; and `loadArtistNames` did not exist — it does now, mapping id to name so a run row reads "Conto" rather than "#47". The name deliberately is not denormalised into the run: it belongs to the artist and would go stale on a rename. Also extracted `stubFetch` to frontend/test/stubFetch.js. The shape ledger flagged it as a byte-identical duplicate across five specs and this would have been the sixth; the others keep their copies until each is next touched. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LVjrnpQjRgHdvq95rASoiR |
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fc136006b7 |
feat: what you pay for, against what FC actually follows (387 C4)
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Reconciliation in Subscriptions, asymmetric on purpose. Subscriptions FC does not follow get a per-row add; sources the roster cannot account for are REPORT ONLY (operator decision) and link to the list on the same page. No one-click disable, so no disabled-reason column and no migration. The membership<->source join lands as a SHARED resolver in membership_roster, not inline here: E4 now uses it as its negative check, so the two features cannot give different answers to 'is this membership already tracked?'. Keys on the exact cached campaign id FIRST and the URL handle only as fallback, because the id is written only after a source has been walked once. Read via any <platform>_campaign_id override rather than naming Patreon's, per rule 169. The report-only bucket is gated on roster freshness and carries a per-row basis, so 'your membership says former patron', 'we know this id and it is absent', and 'we only have a handle' stay three different sentences. has_paid_access None never reads as lapsed. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LNXXULQDjVZmbuNa2G9mD9 |
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51e78a329b |
feat: offer the creator you already track as the one you subscribe to (388 E4)
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**The verification the step asked for came back "not the schema".**
`Source.artist_id` is a plain FK so many sources per artist already works;
`POST /api/sources` already takes an `artist_id`; the add-source dialog already
has an artist autocomplete that attaches to an EXISTING artist; and
`SourceService.reassign` already moves a source between artists WITH post and
image re-attribution. A sweep for one-source-per-artist assumptions found only
`func.count()` calls — the opposite of assuming one.
So no parallel association table was built for a relationship the schema
already expresses (rule 28). What was missing is FC OFFERING the link, and that
is all this adds.
**Accepting adds a SOURCE. It never merges two artists.** That asymmetry sets
the whole posture: adding a source is trivially undone, while a wrong merge
silently mixes two creators' work and corrupts tagging, series and provenance
downstream with nothing left to tell them apart by. A test asserts the artist
count is unchanged by accepting.
The weights encode the judgement rather than a code path doing it — name 0.65,
declared 0.35, cut at 0.60 — so that:
* an EXACT name match alone proposes (same slug on both sides is strong, and
demanding corroboration would propose almost nothing);
* a CONTAINMENT match alone does not ("art" sits inside "artgirl"), and short
slugs are excluded from containment entirely because a 3-character slug is
inside a great many longer ones;
* the declaration ALONE never proposes, because a creator may link another
creator's Patreon and a link is not a claim of identity.
A guard test pins all three against WEIGHTS directly and says not to fix a
failure by moving the numbers.
Two corrections carried forward from earlier steps rather than rediscovered:
* The declaration is NOT read from `ExternalLink`. `SUPPORTED_HOSTS` is file
hosts only and `host_for()` returns None for patreon.com, so no row is ever
written for one — the same trap that caught E5 for Discord invites. It reads
the raw body, because these links live in an `href` and `html_to_plain`
discards attributes.
* `vanity` is not a column: C1 modelled the roster before any platform was
characterised, which is exactly what `details` exists for. `vanity_or_none()`
reads it from there and falls back to the URL's last segment, so a row
written before the field was understood still resolves.
Two fixes during the writing. `accept()` first created a bare `Source()`,
skipping the platform/URL validation, duplicate check and #693 backfill-arming
that a hand-added source gets — a second, quieter way to create a source is how
two paths drift until one is subtly broken; it now goes through
`SourceService.create`. And the candidate query used a bare `exists().where()`,
which has no FROM to correlate against; now `select(...).exists()`.
Chained onto the roster sweep rather than given its own beat entry: a
suggestion can only be as good as the roster behind it, so any other cadence
would just propose from staler data.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01LNXXULQDjVZmbuNa2G9mD9
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751e7ddb9f |
feat: the membership sweep, and the state that makes its failures readable (387 C3)
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A daily sweep that walks each platform's roster into `platform_membership`. Daily because memberships change on a BILLING cycle, not a download cadence. **`membership_sync` is the part that earns its keep.** Without it three very different situations are one indistinguishable state — the account subscribes to nothing, the sweep never ran, the sweep failed — and all three leave zero rows in `platform_membership`. "You are tracking 12 sources you no longer subscribe to" is correct in the first case and an invitation to cancel things the operator is actively paying for in the other two. So C4 gates its CONCLUSIONS on `last_success_at`, not merely its display, and `roster_is_fresh` is computed server-side so no caller can forget to. Two timestamps rather than one: `last_attempt_at` moves every run, `last_success_at` only on a clean walk. The gap between them is the signal — a sweep hammering a broken credential every day must not look healthy because it ran recently, and there is a test for exactly that. Rejected shortcuts, both tempting: `MAX(platform_membership.last_seen_at)` cannot tell "synced fine, found nothing" from "never synced"; `task_run` is worse, since its retention prunes ok rows after 24h and a sweep that last succeeded three days ago would leave no trace at all. **The fetch completes before anything is written.** That ordering is the safety property: a walk that dies mid-pagination writes nothing, so a failure can never leave a roster half this week's and half last week's. `touch_membership` never deletes, so a failure cannot empty the roster either — but "intact" should mean intact, not merely non-empty. Rule 89's four, each where it actually lives: recovery is "run it again" (upsert, no deletes); retention is C1's age-out-never-delete, because disappearing IS the signal; the wall-clock deadline is per-platform and distinct from the per-REQUEST timeout the client already has (rule 156 — a paginated roster answering every page slowly-but-within-timeout would never trip that one and would sit on a worker indefinitely); duration comes from the existing TaskRun signal plumbing. **A bug caught in review, not production:** the broad `except Exception` would have swallowed Celery's SoftTimeLimitExceeded — which is an ORDINARY Exception subclass, not a BaseException — letting the sweep run past the soft limit into the hard one, where it is SIGKILLed mid-transaction. A sweep that cannot be stopped is worse than one that fails. Now re-raised explicitly, with a test that also asserts SoftTimeLimitExceeded is still an Exception, so the re-raise cannot quietly become dead code. Rule 164 is why this ships with UI rather than backend-only: a roster that never synced must be VISIBLE as such. The card says "never synced" in words and states no count at all — rendering it as 0 is the precise conflation the whole step exists to prevent — while a real zero behind a real sync is reported as zero, because that one IS an answer. Pinned in both directions. Three independent gates decide whether a platform is swept — registered here, client exposes `iter_memberships`, credential exists — each silent, so adding SubscribeStar (D1) is one line and nothing else. A missing credential is not an error: recording a failure would light up the UI for a feature never enabled. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01LNXXULQDjVZmbuNa2G9mD9 |
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d0b0458d27 |
feat: the announcement link, on the card and in a review queue (388 E5)
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Rule 27 — E5's other half. The matcher can propose; this is where the operator
decides, and where an accepted link actually shows up.
**The review queue** (Settings → Ingestion & filters). Each proposal shows the
per-signal breakdown, not just the total: "why did it suggest this" is the
question the operator actually has, and a lone percentage cannot answer it. So
a row reads "72% · timing 95% · says so 60%", and the copy states outright that
a pair always needs two reasons — which is the property that stops a busy
posting day from producing false pairs.
The empty state says so explicitly. Nothing proposed is the EXPECTED state most
of the time, and an empty queue that looks like a failure invites turning the
threshold down until it produces noise.
**On the card**, both directions, and accepted links only: the teaser gets "The
full set is in Discord", the drop gets "Announced on Patreon". A pending
proposal is a question for the review queue, never a claim to render beside the
artwork — that distinction is the whole confirm-only design, so it is asserted
in the backend (only `linked` rows reach the payload) and again here.
One detail worth the comment it carries: the link's target is `{ query: {
post_id } }` with no name or path. In vue-router that means "the current route
with these query params", so it works identically from Latest and from Browse —
and, more usefully, the card never reaches for `useRoute()`, which it has no
other reason to know about and which is not available when it is mounted in a
test without a router.
Backend CI on
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5084ba666b |
feat: the dot beside the brand now means the whole stack (milestone 365 step 4)
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The ask was a surface AND a path. The path is the part that was missing — everything that could answer "is it running" lived inside Settings, which you only open once you already suspect something. **Re-used the indicator that already existed rather than adding a fourth.** There were three partial surfaces: TopNav's health dot, PipelineStatusChip's pulse, and the Settings Activity tab. None answered "is every part alive", and a fourth would have made the question harder to answer, not easier. TopNav's dot read /api/health — a no-DB liveness check proving only that the WEB container is serving. Green there while a worker was dead is exactly what it looked like, and a green dot beside the product name gets read as "everything is fine". It now reflects the whole-stack verdict, and it is a link: the place someone already looks when they suspect something is now also the way to the detail. The tooltip names the actual problem. "Scheduler has not checked in for 6 min" sends someone somewhere; "something is unhealthy" sends them hunting. /system is deliberately NOT in the nav row — TopNav builds that from routes with a meta.title, and a sixth top-level tab for a page visited twice a year costs more attention than it returns. It is reached from the dot. The page lists every learned part with its state as a sentence rather than a chip, and prints the staleness thresholds it was judged by, taken from the endpoint so the UI keeps no second copy of them. PipelineStatusChip still hand-rolls its own 3-minute scheduler window; that is now a duplicate of a threshold the server owns, and worth collapsing once this has been watched working. The stores stay separate on purpose: system.js is "can I reach the API", systemActivity.js is "what is the pipeline doing", systemHealth.js is "is anything broken". Running and alive fail independently — an idle stack with a dead worker looks identical to a healthy one on every activity surface, which is the whole reason this milestone exists. Not yet verified against a real stopped service. Rule 12 keeps a local stack out of it, and frontend CI has no Vue type-check or visual regression, so this needs an operator look rather than a green lane. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01TTjbZZ6JirCMSaJzQV1RhA |
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bce894ba24 |
feat(settings): the instance reports which build it is (318 step 6)
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A dim line at the foot of Settings: `FabledCurator 2026.08.28.1249 · dev`. This is no longer a convenience. Milestone 318 stopped publishing version image tags, so an instance's own report is the ONLY answer to "which build is this?" — there is no registry name left to check it against. Note #3127 §5 says it directly: a wrong answer here has no second source to contradict it. Three states, kept distinct because collapsing any two of them lies: not asked yet render nothing asked, no version render "unknown" asked, has a version render it A blank footer reads as "no version", which is a different claim from "I cannot say". And a failed health call deliberately does NOT mark the build loaded — a network blip says nothing about the image, and presenting it as "unknown" would look like a defective build. Carried on /api/health rather than a new route: it answers at the same cost (two module constants, no I/O) and TopNav already fetches it app-wide, so a separate endpoint would mean a second request for two strings. Both fields are OMITTED when unset rather than sent empty. Absence already means "cannot say" — an image predating the field says exactly that by not having the key — so a second spelling would make every reader special-case it. The pre-existing test asserting the body is EXACTLY {"status": "ok"} is what keeps a well-meaning `or ""` default from creeping in. FC_CHANNEL now has one definition. It was read from the environment in extension.py and would have been read again here; the new build_info module holds both, and extension.py binds it as a module-level name so existing tests monkeypatch it exactly as before. Separate from config.py on purpose: those are operator settings meant to be changed, these describe the artifact. Channel sits beside the version, never inside it (rule 149), asserted from both ends. A `-dev` suffix would read as a 0 segment to the extension's parseInt comparator and make every dev build compare equal — #2993 exactly. Not hidden, per the operator and §7: the JS bundle and asset hashes fingerprint the build anyway, and "I'm on 2026.08.28.1249" is the single most useful line in a bug report. |
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fac5ae6ce5 |
feat(explore): reach dial to escape dense clusters + anti-revisit (#1476)
The Explore walk got stuck in dense signatures — neighbours all too similar, so forward-arrow couldn't escape and Random was the only exit. Root cause: MMR only diversifies WITHIN the nearest ~400 pool; in a dense cluster that whole pool is near-identical, so there's no escape route in it. - gallery_service.similar(reach=0.0, exclude_ids=None): reach>0 widens the pool (cap 400→1000) and _reach_sample strides across an outward-growing distance span so the set handed to MMR spans near→mid-far (guaranteed escape routes), not just the tight cluster. exclude_ids drops already-walked images. Gallery 'more like this' (reach=0) is unchanged. - api/gallery similar: parse reach + exclude_ids. - explore store: default reach 0.4 (auto-diversifies without touching the dial), pass the breadcrumb as exclude_ids, setReach action. - ExploreView: a Near↔Far reach slider in the trail. - tests: _reach_sample math (deeper ranks with higher reach, near kept); similar exclude_ids drops walked + reach path runs clean. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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571938781a |
feat(tagging): title-based WIP auto-tagging (#1458)
Auto-apply the `wip` system tag to posts whose TITLE explicitly declares
work-in-progress ("WIP" / "work in progress") — a deterministic, high-precision
complement to the image-based ML `wip` head. WIP images are excluded from the
Explore/gallery browse, so honouring the artist's own label keeps unfinished
pieces out of the main browse.
- services/wip_title.py: precision-first token-anchored matcher (swipe/wiped
never trip it) + sync apply helpers (source='wip_title', ON CONFLICT DO
NOTHING, chunked under the psycopg param ceiling).
- importer: live hook on FRESH import only (never on deep-scan/supersede), so a
manually-removed WIP tag is never re-applied by a routine re-scan.
- maintenance.backfill_wip_title_tags: operator-triggered back-catalogue sweep
(coarse SQL prefilter + regex confirm, keyset-paginated). Deliberately NOT a
beat — a periodic re-run would silently undo manual removals.
- ImportSettings.wip_title_tagging_enabled (default ON, migration 0085) gating
the live hook; GET/PATCH + POST /settings/wip-title/scan.
- Settings UI: toggle + "Scan existing posts" button.
- Tests: pure matcher unit tests + integration (apply idempotency, backfill
precision).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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aea2701c28 |
feat(translation): tunable acceptance floor (0.90) + per-post sticky override (#155)
The gate at a fixed 0.80 couldn't catch the real pain: Interpreter (fresh == cached, verified by probe) confidently mis-detects short ASCII English like "... WIP Part 1" as German at 0.86 — above the floor — so it was accepted and a re-translate reproduced it. Confidence alone can't separate the 0.86 collision (genuine German lands there too), and single-word mis-flags sit at a confident 1.0 no floor catches. Two operator-approved levers: - Acceptance floor is now a live Settings value (ImportSettings. translation_min_confidence, default 0.90; surfaced in the Translation card), so it's tunable without a redeploy. _accept takes the threshold as a parameter. - Per-post sticky override (Post.translation_override: auto/force/original). 'force' stores a translation even below the floor (rescue a skipped legit-foreign title); 'original' keeps the original and clears any stored translation (kill a confident mis-flag no floor catches). The sweep honors it on every run and _reset_translations skips 'original', so the choice survives a Re-translate-all. POST /api/posts/<id>/translation-override applies it immediately (translate now when the service is up, else queue for the sweep). UI: PostTranslationControl on the posts-feed card. Migration 0084 (both columns + a CHECK on the override). The feed + provenance serializers expose translation_override. With a stricter floor the rollback finally works: raise it -> Re-translate all -> the 0.86 mis-flags are rejected and restored to the original; force / keep-original handle the residual either way. Tests: gate thresholds against the param (0.86 rejected at 0.90, explicit-floor cases); sweep force/original + re-translate-skips-original; override endpoint (validation, original clears, force queues when disabled, feed exposes it); settings min_confidence default/save/validate. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CgZP9v2otxVJymiYsnVuMy |
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a444cf82d1 |
refactor(tags): unify suggestion source — one canonical DB-tag dropdown, drop dead raw/alias machinery (#154)
Every tag suggestion is a canonical DB tag now (tagging-v2 #114: heads + CCIP score EXISTING concept tags). The pre-heads apparatus for model-predicted tags that didn't exist in the DB — creates_new_tag / raw_name / via_alias, the /suggestions/alias endpoint + add_alias_and_accept, AliasPickerDialog, and the store's aliasAccept/removeAlias — was dead and is removed. The type-to-add dropdown was TWO row sources (server autocomplete + the image's ML suggestions) merged with a dedup that dropped the %-bearing suggestion row when the debounced server hit landed — the operator's "confidence % flickers then vanishes". Now it's ONE list of DB-tag matches, each annotated with the model's confidence (join by canonical_tag_id) when the tag was scored for this image. No dedup, no flicker; picking a suggested tag still records acceptance via TagPanel.findPending. Single per-image fetch: score_image now reports above_threshold per row (computed vs the head's own suggest cut, separate from the inclusion floor), so the rail makes ONE min=0 request and derives the panel (above_threshold) and the dropdown (all, text-filtered) client-side — the two /suggestions calls collapse to one. Manual "Create 'X' as <kind>" (novel typed names) is unchanged; the alias table + tag-side alias admin + auto-apply alias matching are untouched. Tests: gate/serializer assertions updated (above_threshold; dropped dead-field + alias-endpoint checks); frontend spec seeds via the single load and covers the byCategory/aboveByCategory split. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CgZP9v2otxVJymiYsnVuMy |
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f8105046dc |
feat(explore): exclude WIP-tagged work from the Explore rabbit-hole
Explore's neighbour grid (/api/gallery/similar → gallery_service.similar) now takes an Explore-only exclude_wip flag that drops `wip` system-tagged images from the candidates, alongside the banner/editor presentation tags. The gallery's own "similar" button is unchanged (keeps wip, #1274) — only the Explore store passes exclude_wip=1. The anchor itself may still be a WIP; only neighbours are filtered. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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eadaa716af |
feat(gallery): "Show hidden" toggle reveals presentation chrome (#141 step 2)
A Curation-group chip in the facet panel flips include_hidden, threaded through the gallery filter store (default model, activeFilterParam, applyFilterFromQuery, cloneFilter, filterToQuery) and counted in the refine badge. Off by default → the gallery hides banner/editor-screenshot chrome; on → it's revealed. Backend already honors include_hidden (step 1). The dedicated conflict-flagged review surface (only the set-aside items) lands in step 5. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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3bf41ecac3 |
feat(ui): modal prev/next walks the current gallery filter (#1322)
The image modal cycled GLOBAL neighbours; now the gallery hands it a snapshot of the currently-filtered, ordered id list so prev/next moves through exactly what you're viewing — the filtered-playlist behaviour lost in the ImageRepo→FC move. Generalized the modal store's post-scoped cycle into a `playlistIds` playlist reused by both GalleryView and PostCard (falls back to global neighbours when no playlist is passed, e.g. Explore's "open full viewer"). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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6684907577 |
feat(ui): "Reject rest" per suggestion category — confirm the good, reject the rest
Each category section header gets a subtle "Reject rest" action that dismisses every still-unhandled suggestion in it at once (store.dismissRemaining, parallel dispatch). Canonical tags persist a rejection and stay flagged (reversible, one-click un-reject); raw creates-new-tag rows drop client-side. Shows only when the section has unhandled items. No confirm dialog — it's fully reversible. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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8f6547f8d7 |
refactor(subscriptions): remove the dead backfill dry-run preview (#1281)
PreviewDialog.vue was orphaned — nothing mounted it — so the dry-run preview was unreachable. Rather than wire it up, remove the whole chain: its unique value (a capped 3-page count of what a backfill would grab) is low, and its adjacent needs are already covered — auth validation by verify_source_credential, and actually fetching recent posts by "Check now". Operator decision 2026-07-06. Removed: - frontend: PreviewDialog.vue + sources store previewSource() - backend: POST /api/sources/<id>/preview route, download_backends.preview_source, IngestCore.preview() + its now-unused NativeIngestError import - tests: the 3 ingester preview tests Nothing else referenced the chain (verified). Shared campaign-resolution and ledger helpers stay — they're used by run()/verify_source_credential. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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a69bd1baa8 |
feat(artist): move a source into another artist (#130 step 4)
Operator ask: a surface to merge new sources into existing artists (consolidate the singleton artist a fresh add spins up). Enabled by the #130 slug decoupling — the storage path is immutable, so re-attribution moves NO files. SourceService .reassign moves the source, re-points its posts (Post.source_id==S) and the images it contributed (ImageProvenance via S, scoped to the old artist so shared images aren't stolen), and deletes the old artist if it's left fully empty (else clears its subscription flag). POST /api/sources/<id>/reassign. Frontend: a 'Move…' action per source on the artist Management tab → artist-autocomplete picker → confirm → routes to the target (whose slug is stable). Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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87d53db0cb |
feat(artist): editable display name + rename surface; drop name-uniqueness (#130 step 1)
First step of decoupling artist identity/storage/display. migration 0077 drops uq_artist_name so the display name is free text (two genuinely different creators can share a name); the slug stays the immutable, unique storage/identity key (the on-disk path component — untouched, so nothing moves). ArtistService.rename + PATCH /api/artists/<id> change the name ONLY. Frontend: inline pencil-edit on the artist header (mirrors TagCard), slug/route unaffected so no navigation. Fixes the operator's 'no surface to rename an artist' + the name-collision fragility. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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437bf4d37a |
feat(suggestions): group wip/banner/editor under a separate 'system' category
System tags are kind=general, so their suggestions previously landed in the General group. Give them their own 'system' suggestion category so the operator reviews them apart from content tags: _current_heads maps is_system heads to category 'system' (still trained as general heads, still gated by the 0.65 floor). Frontend: CATEGORY_ORDER/LABELS gain 'system'; SuggestionsPanel renders a 'System' group first (small, collapsible, open — false positives easy to spot and reject); the typed-dropdown shows the shield icon for system entries. Safe: system-tag suggestions always carry a canonical_tag_id, so the create-by-kind path (which would send 'system' as a TagKind) is never hit. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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581b778528 |
fix(modal): accept-by-known-id keeps the raw suggestion row identity for the drop
Spreading canonical_tag_id onto a raw suggestion changed its _keyOf identity, so _dropEverywhere missed the actual list row and the panel kept showing an already-accepted suggestion. Pass the resolved id as an option instead; pinned with a raw-suggestion spec. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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6d314d662f |
feat(modal): applied tags drop from search instantly; manual add == accepting a suggestion
Three tag-flow gaps in the view modal (and the Explore workspace, which shares TagPanel): - the type-to-add dropdown now filters both its sections against the imageledger applied tags reactively, so a just-added tag disappears from search the moment the chip rail updates instead of after a modal refresh - manually picking or creating a tag the model also suggested routes through the suggestion-accept flow: the acceptance is recorded for head training and the row leaves the panel, instead of the add silently bypassing the feedback loop - removing a tag reloads the suggestion lists, so a model-suggested tag returns to the suggestions area (flagged rejected, one-click reversible) rather than vanishing until the next modal open Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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dc7fa6eae2 |
feat(ia): wave 3 — Subscriptions landing answers 'what needs me, what came in?'
Daily-use reorder of the Subscriptions tab: needs-attention strip first (FailingSourcesCard moves up from below the Downloads fold — a broken subscription was invisible unless you went looking), then a new Recent arrivals card (real downloads only, no-change scans filtered out, artist links), then the source list. Both cards render nothing when there's nothing to say. Retry logic moves into the downloads store (retrySource / retryAllFailing) so the needs-attention card and the Downloads maintenance menu share one implementation — single-retry forces past cooldown, bulk keeps cooldown enforcement, same tally shape. The card's Logs button deep-links into the Downloads tab pre-filtered (?source_id now watched, not just read on mount). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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5b34c9221c |
feat(ia): wave 1 — Import tab dissolves, Maintenance regroups by system, one extension home
Settings IA per the approved A3 design (the old layout was the two-app merge fossilized): - Import tab retired: ImportTriggerPanel + ImportTaskList deleted (manual /import scans stay API-level; imports arrive via downloads/extension, heal via the Layer-2 auto-refetch sweep, and show in Activity). ImportFiltersForm moves to Maintenance → 'Ingestion & filters' and loads its own settings; the import store shrinks to settings-only (no remaining consumers of the scan/task-list machinery). Overview's pending banner now points at Activity. - Maintenance regrouped: Ingestion & filters / GPU agent & embeddings (GpuAgent, Failed processing, CPU embedding backfill) / Tagging (sliders, Heads, Aliases) / Library health (MissingFiles, Thumbnails, DB, Archive re-extract demoted last) / Storage. - One extension home: BrowserExtensionCard moves from Settings → Overview to Subscriptions → Settings, above the API key bar it authenticates. - Single-color import filter WIRED: skip_single_color/threshold existed since FC-2 but nothing read them (the audit module's docstring said as much) — now enforced on both import paths via the audit's canonical predicate (tolerance 30, matching the Cleanup card default; animated images exempt like the transparency check). Default stays off; test added. - Dead weight: PlaceholderView (zero refs) and the permanently-disabled 'Export failed logs (CSV — v2)' menu stub deleted; stale docs fixed (celery queue docstring, threshold comment citing retired tasks, ml package docstring, HeadsCard 'replaces Camie' blurb). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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7c19ad91ed |
feat: cap-aware autoscaler + token-gated whole-instance tag reset (operator feedback)
Autoscaler (agent 2026-07-02.5): the buffer-occupancy signal alone would peg downloaders at DL_MAX while the bandwidth CAP — not concurrency — is the real constraint (8 streams sharing 8 MB/s move no more data than 4). Growth is now gated on the pipe having headroom (net < 85% of cap) and a pipe pinned at the cap (>= 95%) sheds streams down to 3; dead band prevents flapping. The UI hint says 'holding at the bandwidth cap' and /status reports bw_capped, so the behavior is legible without tests that need the ML stack. Reset content tagging: stays a FULL-instance reset (operator's call), but now lives in a fenced 'Danger zone' section on Cleanup and the apply is gated by a preview-derived confirm token (mirrors the Tier-C bulk-delete pattern — stale counts are rejected server-side). Copy no longer claims suggestions repopulate: it says plainly the heads' training examples are deleted and re-tagging starts fresh. Moved out of TagMaintenanceCard into DangerZoneCard. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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eaea4308fc |
chore: retire the tag-eval harness — it proved the heads system, job done (operator-approved)
The head-vs-centroid eval (#1130) existed to prove the 'frozen embedding + trained head' spine; the operator accepted the tagging system and dropped the harness. Removed per rule 22: TagEvalCard + store, /api/tag_eval blueprint, tag_eval_run ml task, recover-stalled-tag-eval-runs sweep + beat entry, TagEvalRun model + table (migration 0073), and its tests. The eval's data loaders + metric helpers were NOT eval-specific — the nightly heads trainer runs on them — so they moved verbatim to services/ml/training_data.py (heads.py import updated; behavior unchanged). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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a7abcc41ca |
feat(triage): failed-processing triage — probe errored files, flag defects, recover (#125 C1-C3)
An errored GPU job's stored reason is a suspicion; the file probe is the
verdict. A 15-min beat sweep (triage_gpu_errors) runs verify_integrity's own
probe (sha256 + decode) on each errored image ONCE and writes both verdicts:
ImageRecord.integrity_status and the new GpuJob.triage_status ('defect' |
'file_ok', migration 0072). Every classification logs at WARNING so it
surfaces in Logs/System Activity.
- 'defect' rows are excluded from /retry_errors (re-running a known-bad file
burns agent time re-minting the tombstone); response now reports
defects_kept and the GpuAgentCard toast says so.
- GET /api/gpu/errors: triage view — reason buckets (classify_reason),
probe verdicts, per-job detail. POST /errors/triage runs the sweep now.
- POST /api/gpu/errors/<id>/recover: reuses the Layer-2 refetch pattern —
delete the defective copy + record (full cascade takes the tombstones too)
and re-poll its subscription Source so a fresh copy re-imports and re-enters
the pipeline; 'no_source' when nothing pollable resolves.
- New 'Failed processing' card (GpuTriageCard) in Maintenance: verdict counts,
reason summary, probe-now, defect list with thumbnails + per-image Recover.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM
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1f27189b8f |
chore: retire ml-backfill-daily beat + the spent purge-legacy action (operator-approved)
- ml-backfill-daily: the CPU tag_and_embed backfill raced the GPU agent's daily embed backfill for the same NULL-embedding images at ~100x the cost (B1 audit verdict, milestone #124). The backfill TASK stays — the manual /api/ml/backfill button remains the deliberate CPU fallback pending B3. - purge-legacy: one-time IR-migration cleanup, dry-run verified 0 targets on the live library before removal (A2 audit, milestone #123). Fully retired per rule 22: tile, store action, route, service fn, tests. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01CDgx8bQS5YrGRK76v8HUnM |
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686808d3f3 |
feat(gpu): "Retry errored jobs" — scoped requeue of errors only
After an agent-side fix (e.g. the short-video sampler), the errored jobs
(~2.8k) have exhausted their 3 attempts and stay parked: backfill skips
images that already have a job, and /reprocess is the nuclear option (it
resets the 179k DONE jobs too). There was no way to re-run just the errors.
POST /api/gpu/retry_errors resets every status='error' job (all task types)
to pending with attempts=0 and the stored error cleared — a small inline
UPDATE that returns {requeued: n} so the UI toast can show the count.
UI: a "Retry errored jobs" button on the GPU-agent card, right under the
queue tiles; disabled when errored==0. With the agent now logging ffmpeg's
stderr on failure, retrying also reveals which errors were real vs victims
of the fps-filter bug.
Test: retry_errors requeues the errored job (fresh attempts, error cleared)
and leaves done work untouched; asserts via column selects (Core-DML
gotcha), not ORM refresh.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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c22f37d64d |
feat(gallery): sort by earliest post date across all posts (new default)
The gallery's newest/oldest sort keys off image_record.effective_date = COALESCE(primary post's post_date, created_at). The primary post is often the repost/download the file came from, so the grid led with download dates rather than when content was first posted (operator-flagged). Add a second materialized sort key, earliest_post_date = MIN(post_date) across ALL of an image's provenance posts (every post it appears in), else created_at — the original publish date. Mirrors the effective_date pattern so the sort stays a forward index scan. - alembic 0071: add earliest_post_date + index (DESC, id DESC); backfill created_at baseline then MIN over image_provenance ⋈ post. - importer: recompute earliest_post_date whenever a dated post is linked (MIN over the image's provenance, which now includes the just-added row). - gallery_service: new sorts posted_new / posted_old key off earliest_post_date; cursor + year/month grouping follow the active column transparently. - api: accept posted_new|posted_old; DEFAULT is now posted_new so the grid leads with original publish date. newest/oldest (effective_date) still available. - frontend: sort dropdown gains "Newest/Oldest post date" (default Newest post date); existing effective-date sorts relabelled "Newest/Oldest added". - tests: service test asserts posted_new/posted_old key off earliest_post_date; frontend default-sort omission test updated. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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359bc5a283 |
feat(ml): default to SigLIP 2 (new installs) + model dropdown, no free-text (#1203)
- Migration 0069: new installs default to SigLIP 2 (so400m, 512px, 1152-d drop-in) — UPDATE applies ONLY where no image is embedded yet (fresh install), so an existing library is NOT silently invalidated; it switches deliberately via the dropdown → Re-embed → Retrain. Column server_defaults moved to SigLIP 2. - GET /api/ml/embedder-models: server-authoritative supported list (SigLIP 2 512 recommended / 384 faster / SigLIP 1 384 original) so the UI never free-types. - GpuAgentCard: the two name/version text fields → a single model dropdown; Save sets name+version from the picked option (the current model is always selectable even if off-list). - embedder.py DEFAULT_MODEL_NAME unchanged (stays the baked local-dir SigLIP 1) to avoid a local-dir/weights mismatch; SigLIP 2 loads by HF name, cached on the ml-worker's persistent HF_HOME. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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80f8eb4756 |
feat(gpu): re-process trigger to apply new crop detectors to the existing library (#1202)
The siglip/ccip backfills skip images that already have current-version regions, so adding crop detectors only affected NEW images — the back-catalogue would never be re-cropped. Add a reprocess trigger that resets every done/error job of a task back to pending, so the agent re-runs the FULL pipeline (figure detection + CCIP + concept/panel crops) over the whole library under the current detectors. - reprocess_gpu_jobs(task='ccip') task + POST /api/gpu/reprocess. - gpu store reprocess() + GpuAgentCard "Re-process library (re-detect + re-crop)" button with a confirm (it's heavy). - Test: a done job resets to pending (attempts cleared). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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485387ff0b |
refactor(ml): retire the Camie tagger + allowlist bulk-apply (#1189)
Heads + CCIP are the tag source and head auto-apply is the earned propagation.
The Camie tagger ran only to feed the allowlist bulk-apply (its ImagePrediction
rows had no other consumer), and the allowlist was a SECOND, un-earned auto-apply
path firing in parallel with heads on every accept — exactly the un-earned spray
the v2 pivot replaced. Retire both.
Behavior change: accepting a suggestion now applies the tag to THAT image only
(source='ml_accepted', a head-training positive) — it no longer allowlists +
fans the tag across the library via Camie. Propagation is heads' earned
auto-apply. (Loses instant cold-start propagation for booru-vocab tags; that was
un-earned and bypassed the precision gate.)
- tag_and_embed is now EMBED-ONLY (no Camie load/infer, no ImagePrediction
writes); backfill enqueues it for images with no embedding.
- Removed: services/ml/tagger.py, apply_allowlist_tags + helpers + daily beat +
every enqueue caller (accept/alias/merge/per-image), api/allowlist.py +
blueprint, ImagePrediction + TagAllowlist models/tables (migration 0067),
AllowlistTable.vue + allowlist store, the accept coverage-projection payload.
- AllowlistService gutted to accept/dismiss/undismiss/reject (the rejection store
the rail still needs); accept returns nothing, API returns {accepted, tag_id}.
- tag merge no longer repoints/triggers the allowlist; _keep_as_alias now keys on
ML-applied image_tag sources (incl. head_auto) instead of the allowlist.
- UI: MLBackfillCard relabelled to embedding-only; accept toast simplified;
MaintenancePanel drops the allowlist tile.
Left for a follow-up hygiene pass (now-inert, harmless): the dead settings
columns (tagger_store_floor, tagger_model_version, suggestion_threshold_*,
video_min_tag_frames), image_record.tagger_model_version, MLThresholdSliders
trim, and the Camie model download in download_models.py.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa
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3d77a38a25 |
refactor(ml): remove the dead per-tag centroid subsystem (#1189)
The v2 pivot replaced per-tag SigLIP centroids with learned heads + CCIP. Centroids were still recomputed (on every tag merge + a daily beat) but NOTHING read them — suggestions come from heads+CCIP and apply_allowlist_tags applies via Camie predictions, not centroids. Pure dead wiring; remove it. Removed: CentroidService, recompute_centroid/recompute_centroids tasks, the daily beat, POST /api/ml/recompute-centroids, the recompute-on-merge trigger, the tag_reference_embedding table + model, the centroid_similarity_threshold + min_reference_images settings (migration 0066), the CentroidRecomputeCard + its store action + MaintenancePanel tile, and the centroid slider in MLThresholdSliders. _keep_as_alias drops its vestigial has-centroid branch (the allowlist branch already covers "could re-emit"); tag merge no longer clears a table that no longer exists. NOT touched (still live, parallel to heads): the Camie tagger, ImagePrediction, and the allowlist bulk-apply — accepting a suggestion still allowlists + applies it across the library. The tag-eval "centroid" baseline metric is unrelated (in-memory) and stays. (image_record.centroid_scores JSON column also remains — separate legacy field, its own micro-cleanup.) Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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0f472b2f9e |
fix(explore): diversify "more like this" so it stops getting stuck (#1188)
Pure nearest-cosine piled near-identical images into the neighbour grid — a reposted banner filled all 24 slots, and once you wandered into a B&W / comic-panel cluster every neighbour was more of the same with no way back to colour without the Random button (operator-reported, with screenshot). similar() now over-fetches a wide candidate pool (5x the requested limit, cap 200), then diversifies down to `limit`: - pHash near-duplicate collapse: drop candidates within 6 Hamming bits of the anchor or an already-kept candidate, so a repost (and the anchor's own clones) appears at most once. - MMR re-rank: greedily pick for closeness-to-anchor minus similarity-to-already -picked (lambda 0.55), so the result SPANS clusters instead of returning 40 variations of one image. Falls back to nearest-order on any failure / small pool, so existing nearest-first behaviour is unchanged when there's nothing to diversify. Frontend forwardTarget drops the now-redundant skip-nearest-third hack (the list is already diversified server-side) — plain random-over-unvisited gives the variance now. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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301f2de989 |
fix(explore): variance + no loop-back on → navigation (#94)
Two reports: → sometimes "loops back", and the walk gets stuck on near-identical images. Cause: forwardTarget picked a uniformly-random neighbour from the 24 NEAREST, so it (a) often landed on an image already in the trail — which snaps the cursor back into history and makes → bounce between visited nodes — and (b) only ever offered near-duplicates. forwardTarget now: excludes already-visited neighbours (→ opens something new, no snap-back), and skips the closest third of the (similarity-sorted) pool so the jump favours the more-varied remainder instead of lookalikes. Neighbour pool widened 24→40 for more variety to browse + jump into. The post-← browser-forward walk through visited crumbs is unchanged. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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d91eef7a4b |
feat(gpu): GPU agent admin card — token, queue, backfill (#114)
The FC-side control surface the operator asked for: Settings → Tagging → "GPU agent". Generate/reveal/copy/rotate the agent bearer token (with the FC URL to point the agent at), see the live job-queue depth (pending/in-flight/done/ errored, polled), and a "Queue character embedding (CCIP)" button that triggers the library backfill. Plain-HTTP-safe copy (copyText resolves on success, throws on fail). Closes the "how do I get the token in the UI" gap. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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1463794778 |
feat(heads): auto-apply UI on the Concept-heads card (#114 auto-apply C)
Surfaces earned auto-apply + its observability in Settings → Tagging → Concept heads: - Auto-apply section: an on/off switch (writes head_auto_apply_enabled), the precision-target + min-examples-to-fire tuning inputs, a Preview (dry-run → "would apply N", per-concept chips) and Apply-now button, with live run state. - "How auto-apply is landing": per-concept table from /api/heads/metrics — applied volume, misfires, realized misfire rate (green/amber/red), and missed (under-fires) — the signal to tune the precision target from. store: autoApply(dryRun) / autoApplyStatus() / metrics(). Card polls the sweep to completion, then refreshes counts + metrics. Completes the auto-apply task. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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353b5d8087 |
feat(explore): ← / → keyboard navigation through the walk
Arrow keys walk the Explore breadcrumb trail: ← steps back, → goes forward to an already-visited item or — with no forward history — jumps to a RANDOM neighbour to keep the rabbit-hole going (operator-asked). The trail gains a cursor (browser back/forward semantics): stepping back no longer trims the forward branch, so → can return to it; a genuinely new walk off a back-step truncates the stale branch then appends. The crumb-bar "current" highlight follows the cursor, not the tip. Arrows are ignored while typing a tag, but still navigate when the tag input is focused-but-empty (it auto-focuses after every walk, so otherwise arrow-nav would dead-end after one step). Modifier-key combos pass through untouched. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |
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06d5e83da4 |
feat(heads): admin card to train + inspect concept heads (#114 B)
The UI for the heads subsystem: Settings → Tagging → "Concept heads". Shows head count, auto-apply-ready count, and last-trained; a Train/Retrain button (one run at a time, polls while running, surfaces a failed run's error); an empty state guiding the operator to tag first; and a per-concept table (name, category, +tags, AP, P, R, auto-apply ⚡) sorted strongest-first so weak/under- tagged concepts are obvious. Rehydrates status from GET /api/heads on mount so it survives navigation. Pulls head_min_positives from ML settings for copy. Slice C (swap the rail's suggestions to heads, remove Camie + centroid) is next. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Ttrj5P7upUTueSfoJcxEqa |