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Round 7: zero-text frames, escaped/curly titles, plan-driven banner crops
The consultant's review of the shipped set found two defects, both ours, and both fixed
at the source rather than in the output:

1. The banner/thumb crop re-framing detected only the glowing core of the object. Column
   brightness measures 2-6 levels above the background on dark glass, so it boxed 8 % of
   the frame for an object group spanning 35 %+. The detector is now a background-plane
   deviation plus the largest connected components (`plan_banner_crops.py`, detector in
   `probe_band_crop.py`), 0 % false-positive on the frame's own negative space, stable
   across thresholds. The crop plan is frozen as `banner-plan.json` and consumed by the
   renderer; a thin subject is centred at 53.5 % of the banner width with the shortfall
   filled by the art's own edge pixels, one row at a time (a single averaged fill left a
   visible tonal step, tried and rejected). Measured on the delivered 72: 0 clipped,
   silhouette median 47.0 %, centre median 53.5 % (`verify_banner_crops.py`).

2. `art-meta.json` pinned two slugs to the hand-accepted sample frames — the very frames
   that carried the HUD readouts — which also kept them out of the crop plan. Pins removed.

Prompt side: 9 frames still printed glyphs at the consultant's bar (>=12 px and >=2
characters). Every offending noun is measured and now asserted against: a literal `marked
at 28` printed "28"; `storefront kiosk` printed "PRINATA"; `voucher card` printed
"Voucher"; `market booths` printed "10MARKET"; `glass button` printed "OC"; `gateway pylon`
printed "GATELY". 50 forbidden words, 0 hits across 72 captions, and all 9 frames
re-rendered clean.

Also: YAML escapes are honoured in the frontmatter reader and straight quotes become
curly ones (the ZH cards shipped a literal backslash), the evidence line is capped at 65
characters, and the light theme gives dark artwork a hairline border plus a soft shadow
(consultant option A) so it reads as a dark display case instead of a black slab.

OCR gate at the consultant's bar: 72/72 frames clean (16 carry sub-threshold single
glyphs, exempt as geometry noise).
2026-10-19 11:02:28 +08:00

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