MiniMax-H3 Profile Distiller

Extract reusable production grammar from local videos without copying their characters, brands, dialogue, plot, music melody, or other source-specific content. Let explicit user instructions override the default exclusions.

Accept and inspect inputs

Accept uploaded or workspace-local video files. Do not download a URL, sign into a platform, or bypass access controls. Record a supplied URL only as source provenance.

Inspect every input before asking questions. Ask one high-impact question at a time only when the intended reusable property is ambiguous. Multiple references should contribute shared rules; treat disagreements as optional variants rather than silently averaging incompatible patterns.

Run scripts/analyze_video.py for deterministic evidence:

python3 scripts/analyze_video.py \
  --input <video-1> --input <video-2> \
  --output-dir outputs/<project>/analysis

Read references/distillation-method.md before interpreting the evidence. Separate measured facts from visual inference and user preference.