wuwiandClaude Fable 5
6cc9799536
Oliver's concern, after the un-chunking: a fresh session walked straight into _regen.py and diagnosed from there, twice — first the legacy prompts, then the model's rolls — while the real bug sat in the cutter, provable by putting any fam_ sheet next to the sprite cut from it. The family-pipeline section already demoted _regen.py, but 270 lines below the "Asset pipeline" heading, and the session memory that routed the last investigation pointed at _regen by name. So the routing is now the FIRST thing under "## Asset pipeline": a which-tool-for-which-job table that names _famroll -> _zsheet for families, marks _regen.py as the single-sheet remaster tool it still is (bosses, players, crowd, weapons — those jobs keep it alive, so it stays), and states the diagnostic rule that would have saved two days: when installed art looks worse than the _refcheck sheet it came from, the suspect is the CUT, and a re-cut is free. _regen.py's own header says the same, for whoever opens it first anyway. The "Only ink votes" lesson joins the family-pipeline section with the numbers: 0.0% of ink blocks uniform at b=11 against 99.2% of empty ones is how a detector proven on single-row sheets quietly broke on 9-row geometry — the threshold never changed, the data under it did. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>