←Leaderboard/Design/cook
Last commit on October 31, 2026·Created on October 31, 2026

Leonxlnx/cook

“Iterate visual builds to match reference images.”
Combined rank
#620
across all skills
In Design
#73
category rank
Stars
450
+997.6% in last 7d
Forks
36
Watchers
2
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Open on GitHub
TL;DR

The Cook Loop automates the process of building, rendering, and critiquing code-generated visuals until they meet a specific numeric quality bar.

WHO IT'S FOR
Creative Technologists
building 3D worlds with three.js and WebGL
Frontend / UI Engineers
creating polished UI that matches reference images
AI Automation Builders
setting up long-running autonomous visual iteration loops
Technical Artists
matching code-based renders to visual reference videos
Repository contents

1 skill files

Skills

  1. 01SKILL.mdSKILL.md

Browse all skill references →

Categories
DesignPrimary
Software EngineeringGamingMedia
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
ClaudeCodex

Use this skill

Follow the documented setup, then try a first task.

Install cook with the skills CLI

Installs: The cook skill and its supporting references, templates, and comparison script.

Before you start
  • Node 18+ is required for the side-by-side comparison script.
  • ffmpeg must be on PATH for the side-by-side comparison script.

  1. Run this command in a terminal to install cook using the skills CLI.

    npx skills add Leonxlnx/cook
SKILL.md ↗ · Checked Nov 14, 2026README.md ↗ · Checked Nov 14, 2026

Give it something to do.

Suggested first task

Recreate one UI reference

Uses cook

  • Attach one UI reference image.
  • Provide the project to work in and any implementation constraints.
  • Have Node 18+ and ffmpeg on PATH for the side-by-side comparison script.
Use the cook skill to recreate the attached UI reference in this project. Focus on one screen, with a hard cap of 30 minutes. Ask any open intake questions together with defaults, then build and iterate against the reference. Show me the resulting still and side-by-side comparison, and record the remaining visual differences. Do not publish anything.
SKILL.md ↗ · Checked Nov 14, 2026README.md ↗ · Checked Nov 14, 2026
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