Individual 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.
skills/taste-distillation/SKILL.md
Source commit b38be6a7f6350964d59328b52f0624e1d1d552d1
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- Last checked
- Nov 3, 2026
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- Nov 6, 2026
- License
- MIT
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- ai-agents Repository topic
- anthropic Repository topic
- claude Repository topic
- claude-code Repository topic
- developer-tools Repository topic
- llm Repository topic
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- productivity Repository topic
- engineering Derived category
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SKILL.mdcore · 9,133 bytesSKILL.mdcore · 9,133 bytesSKILL.mdcore · 9,133 bytesSKILL.mdcore · 9,133 bytesSKILL.mdcore · 9,133 bytesSKILL.mdcore · 9,133 bytesSKILL.mdcore · 9,133 bytesscripts/distill.pyruns · 20,283 bytesscripts/mint.pyruns · 7,979 bytesscripts/requirements-live.txtdoc · 92 bytesscripts/requirements.txtdoc · 58 bytesscripts/taste/__init__.pyruns · 0 bytesscripts/taste/assemble.pyruns · 11,847 bytesscripts/taste/cadence.pyruns · 11,414 bytesscripts/taste/falapi.pyruns · 31,178 bytesscripts/taste/frames.pyruns · 11,985 bytesscripts/taste/grade.pyruns · 33,442 bytesscripts/taste/pack.pyruns · 5,422 bytesscripts/taste/plates.pyruns · 9,983 bytesscripts/taste/render3d.pyruns · 10,461 bytesscripts/taste/timeline.pyruns · 20,837 bytes
Read excerpt
# 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.
