Skills · SkillImages & VideoReviewed

taste-application

Generate new video against a distilled style pack and cut it into a finished piece - plan takes from the reference's cut rhythm, generate on fal, grade with the pack's measured LUT, cut at the measured cadence, weave in existing footage, composite overlay plates, mint 3D props, and verify the result numerically.

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Kind: Skill
Works with: Claude Code, Codex
Source: affaan-m/ECC @ d3b8a3e90890
Path: skills/taste-application/SKILL.md
License: MIT
Jobs: Planning, Guardrails

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# Taste Application

The second half of the pipeline. **taste-distillation** measures references into
a style pack; this generates against that pack and cuts the result.

## Execution and Delivery Contract

The original implementation ships here in `scripts/`; no separate `ito-video`
checkout is required. Install `scripts/requirements.txt` for local processing.
Install `scripts/requirements-live.txt` only for provider execution. Live
uploads, submissions and downloads require explicit `TASTE_FORGE_ALLOW_LIVE=1`
in addition to credentials; set it only for the user's authorized run.
`--dry-run` remains credential-free and produces labelled placeholders.
An ambiguous provider timeout is not retried as a new paid job. Inspect the
provider request before deciding whether another submission is warranted.

Use existing completed takes without any provider calls:

```bash
python scripts/pipeline.py --genre example --root stylepacks \
  --takes media/take-a.mp4 media/take-b.mp4 --duration 12 --fps 30 \
  --out out/review-v1.mp4
```

`--duration` is a **best-effort cadence target**, not an exact runtime. Complete
shots may produce a shorter or longer edit; the assembler does not duplicate
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