General skillDesign and creative work

lookdev-auto-skill

Tune visual parameters by having a vision model compare labeled rendered variants.

Stars
1
Forks
0
License
MIT
Updated
Updated Jul 6, 2026

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Project overview

Render several clearly labeled variants into one contact sheet or motion sequence, then ask a vision or video model to score them and suggest the next parameter values. The Claude Code skill structures a coarse-to-fine loop with calibration anchors and an early-exit rule, reducing manual trial and error. Its judgment is still an opinion, so personal taste and brand choices should remain human decisions.

Repository facts

Primary language
Not detected
License
MIT
Repository updated
Jul 6, 2026
Default branch
main

Resource types

General skill

Use cases

Design and creative work

Platforms

Claude Code, Codex, and more

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