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taste-application

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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. Use when the user wants to make a video in a captured style, supplement existing footage, or assemble generated clips into a real edit.

skills-imported/taste-application/SKILL.md

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Oct 10, 2026
License
MIT

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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
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