SKILL

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. Use when the user wants to capture the look of reference footage, build a repeatable look, mint assets from references, or reproduce someone's grade and pacing.

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Excerpt from the author’s documentation

Extracted from a fixed version of SKILL.md in its original language. This is the author’s documentation; installation, compatibility and runtime results have not been verified by this site.

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Topics in the source

  • Taste Distillation
  • When to Activate
  • The Core Finding
  • What a Pack Contains
  • Running It
  • The Measurements That Matter
  • Chroma by luminance zone, not globally
  • Median + MAD, never mean + std

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 TASTEFORGEALLOWLIVE=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. "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" Prompting cannot deliver a grade. Measurement can. Measured on real footage: three paid generations with

This is an excerpt. Refer to the complete source and its current requirements.

Source repository
affaan-m/ECC
Source file
skills/taste-distillation/SKILL.md
Fixed revision
d2ef2680594f9a17526a6e1a2e18b3d242c5d17b
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Author: affaan-m/ECC · original repository metadata. Documentation review: Not reviewed. Last source check: 2026-11-09T16:01:00.604Z.

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