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Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Generate a draft VALIDATION.md for a skill by analyzing its SKILL.md construction steps
Create new FreeCAD AI skills, modify existing skills, and iteratively improve them. Use when users want to create a skill from scratch, update or optimize an existing skill, capture a workflow as a reusable skill, or improve an existing skill's instructions. Also trigger when the user says "turn this into a skill", "make a skill for X", "save this as a command", or similar.
| name | optimize-skill |
| description | Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions |
Optimizes a FreeCAD AI skill by iteratively running it against test cases, evaluating the results, and using the LLM to improve the SKILL.md instructions.
Inspired by autoresearch.
Type /optimize-skill to open the configuration dialog, or
/optimize-skill skill-name to pre-select a skill.
