optimize-skill
Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions
Skill by ghbalf
Chalk Labs
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Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/ghbalf-optimize-skill
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Use cases: testing, prompt-engineering
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/optimize-skill
What's inside
- Skill name
optimize-skill- Description
- Automatically optimize a skill's SKILL.md by running test cases, scoring results, and iteratively improving instructions
- License
- LGPL-2.1
- Instructions
- 21 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (2)
- SKILL.md
- handler.py
SKILL.md (first lines)
# 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](https://github.com/karpathy/autoresearch). ## Usage Type `/optimize-skill` to open the configuration dialog, or `/optimize-skill skill-name` to pre-select a skill. ## How It Works 1. Select a skill and define test cases 2. The optimizer runs each test case, collects metrics (errors, completions, measurements) 3. The LLM analyzes failures and modifies the SKILL.md 4. Repeat until the score converges or iterations are exhausted 5. The best version is saved; the original is always backed up
From ghbalf/freecad-ai, LGPL-2.1.
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gear
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Signals
- Stars
- 587
- Forks
- 95
- Open issues
- 0
- Last commit (this folder)
- Mar 14, 2026 (7 months ago)
- Last release
- Oct 10, 2026 (20 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- LGPL-2.1
- Repository
- github.com/ghbalf/freecad-ai
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from ghbalf
- 0.805score
skill-creator
ghbalf
Create new FreeCAD AI skills, modify existing skills, and iteratively improve them.
SkillAFreshness: A★ 587Claude Code +9 - 0.803score
enclosure
ghbalf
Generate a parametric electronics enclosure with a base and lid.
SkillAFreshness: A★ 587Claude Code +9 - 0.803score
fastener-hole
ghbalf
Create standard fastener holes: clearance, counterbore, or countersink.
SkillAFreshness: A★ 587Claude Code +9 - 0.803score
lattice
ghbalf
Generate a 3D lattice or infill pattern inside a bounding region.
SkillAFreshness: A★ 587Claude Code +9 - 0.803score
sketch-from-image
ghbalf
Extract 2D geometry from an attached image and create a FreeCAD sketch from it.
SkillAFreshness: A★ 587Claude Code +9 - 0.803score
thread-insert
ghbalf
Create properly sized holes for heat-set threaded inserts (common in 3D printed parts).
SkillAFreshness: A★ 587Claude Code +9
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Cite this page
optimize-skill. Agent Mart. https://agentmart.dev/skills/ghbalf-optimize-skill (last updated 2026-10-24)