Skills · SkillImages & VideoReviewed

taste-distillation

Measure a set of reference videos into a reusable style pack - colour grade as a 3D LUT, cut rhythm as a shot-length distribution, hero stills, screen-blend overlay plates, and a text spec for a generative model.

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

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# Taste Distillation

This standalone skill ships its implementation in `scripts/`; use
`taste-application` for the subsequent generated or local-take edit. Keep each
named genre in its own pack. Measurements from Flash Ethereal must not be
silently reused for Fluid Sketch or 3D Cyber Glitch. A measured zero is valid
data; distinguish it from an absent field.

Local dependencies are in `scripts/requirements.txt`. Separately authorized
provider work also needs `scripts/requirements-live.txt`, credentials and
explicit `TASTE_FORGE_ALLOW_LIVE=1`. `--dry-run` does not read credentials or
submit jobs. Never infer that a workflow was saved from a local endpoint name;
use the actual provider-side workflow or request evidence.

Turn reference videos into a **style pack**: a folder of measurements and assets
that later stages consume deterministically.

## When to Activate

- "capture the look of these clips" / "distill the vibe" / "make this repeatable"
- User has reference footage and wants a LUT, a grade, or matching pacing
- Building a library of looks partitioned by genre
- Any request where the answer would otherwise be "describe the style in a prompt"

## The Core Finding
…