ARCHITECTURE.md step 0. eval/chapter-truth.json holds the 38 occurrences the
user walked crop by crop on the 19:44 run of 2026-08-12, and audit_registry.py
now prints purity per cluster and fragmentation per person against it. All six
baseline numbers reproduce.
Rows key on page-space geometry, purity is a share, and fragmentation is a
count of ids, so nothing in the file names a panel_id or a character_id. The
fifth cycle re-crops and calls /characters/reset, and the file survives both.
That was the ordering trap in the handoff.
NEXT.md said 2 of woman B's 9 crops were really woman A and never said which.
They are panel_order 31 and 33, identified from p030 and p032.
Four fixes to the audit itself, all pre-existing:
- 20 characters counted where 14 are live and 6 are merge losers kept on purpose
- the assignment spread keyed on name, so the two Seonhos summed into one line
- the default worked example was panel_index 7, a panel vision skips. NEXT.md's
"panel 7" is panel_order 7, one lower
- nothing about skipped panels. 41 of 116 are skip=True, four checked and all
four correct, and they hold 28 of the chapter's 122 dialogue lines
That last count is the measured case for an offscreen speaker_ref kind: 23% of
dialogue sits on panels with no character to attribute to.
Checks: audit_registry.py --selftest covers the IoU match, the greedy tie-break
and the purity maths with no database. ruff check . exits 0.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Five workers built output URIs with inline f-strings, so the bucket-per-artifact
layout was spread across worker_tts, worker_identity, worker_crop, worker_layers
and worker_render. Moving a class between buckets meant a grep. They are now
templates in transport.py, formatted at each call site.
Three of those workers also each reimplemented the same parse to recover
manga_id and chapter_id from an input uri, because the orchestrator does not
send them. That is transport.ids_from_uri now, and it raises on a uri too short
to carry the ids rather than returning a wrong pair.
ruff.toml makes `ruff check .` exit 0, so CI can gate on it and a new finding
means a new defect. Fixed: an implicit Optional in 8 signatures, an unparenthesized
implicit concatenation in the ASS filter list, 5 subprocess.run calls now saying
check=False out loud, an unused import, a duplicate exception handler and a
non-executable shebang. Every rule left off carries its reason in ruff.toml.
The ASYNC rules are off because ffmpeg on the event loop is real and already
recorded at caveats/audit-open.md#blocking-event-loop. It needs a refactor per
handler, not a lint fix.
Checked: transport, collage, bubble_detect, test_vision_parse, worker_crop,
worker_scene, worker_script, worker_identity, worker_tts, session_manager,
worker_vision and worker_render self-checks all pass. worker_layers still fails
on a missing legacy/qwen_layered_workflow.json, which predates this branch.
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Two identity fixes, neither yet run on a GPU.
has_face, the extras gate: fixing the bbox coordinate space made extras worse,
because crops finally landed on their subjects and a background extra bound to
the lead at 1.00. /vision stamps has_face per character using face_detect and
_pair_faces_to_present, so containment and its margin match the speaker path.
Identity skips has_face is False before it crops or embeds. Fails open on a
missing or raising detector, and gates on `is False` so an older vision blob
behaves as before.
The NONE mint: /identity/resolve now writes each crop's embedding to the crop's
key with a .npy suffix and returns emb_uri. The orchestrator cannot compute an
embedding of its own (siglip and gemma cannot both be resident), which is why it
was clearing a deliberate NONE instead of minting an anonymous character.
Also: audit_registry.py, and the tmux respawn-window trap, which
leaves a bare shell rather than re-running the window command.
decisions/identity-bbox.md#face-gates-enrollment
decisions/identity-bbox.md#none-mints-an-anonymous-character
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
kami