en un clic
cull
cull contient 3 skills collectées depuis tlennon-ie, avec une couverture métier par dépôt et des pages de détail sur le site.
Skills dans ce dépôt
Use when working on cull, the curation engine for AI image datasets. Provides architecture invariants, the right module to touch for each kind of change, run/test commands, and guardrails (path traversal, atomic .processing rename, structured-output schema enforcement).
Use when adding, modifying, or debugging LM Studio vision workers in cull. Covers the OpenAI-compatible chat-completions call, structured-output schema requirement, model autodetect, keepalive vs idle-unload, and the unloader helper. Pairs with cull-helper for the broader architecture.
Use when modifying cull's classification JSON schema, adding/removing fields the vision worker emits, changing scoring keys, or working on the .vision.json audit record. Authoritative pointer to vision_prompt.build_response_format() — the single source of truth.