optimize-skill

Name: Optimize Skill
Author: ghbalf

// Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions

Run Skill in Manus

$ git log --oneline --stat

stars:265

forks:44

updated:March 14, 2026 at 21:45

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SKILL.md

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name	optimize-skill
description	Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions

Skill Optimizer

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.

Usage

Type /optimize-skill to open the configuration dialog, or /optimize-skill skill-name to pre-select a skill.

How It Works

Select a skill and define test cases
The optimizer runs each test case, collects metrics (errors, completions, measurements)
The LLM analyzes failures and modifies the SKILL.md
Repeat until the score converges or iterations are exhausted
The best version is saved; the original is always backed up

related-skills.json

same repository

create-validation.md

from "ghbalf/freecad-ai"

Generate a draft VALIDATION.md for a skill by analyzing its SKILL.md construction steps

2026-03-17265

skill-creator.md

from "ghbalf/freecad-ai"

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.

2026-03-09265

package.json