Agent Skills › ghbalf/freecad-ai › optimize-skill

optimize-skill

GitHub

自动优化 FreeCAD AI 技能的 SKILL.md。通过运行测试用例、评估结果并利用 LLM 迭代改进指令，直至分数收敛或达到最大迭代次数，同时备份原始版本以确保安全。

skills/optimize-skill/SKILL.md ghbalf/freecad-ai

触发场景

用户输入 /optimize-skill 命令用户输入 /optimize-skill skill-name 并指定技能名称

安装

npx skills add ghbalf/freecad-ai --skill optimize-skill -g -y

更多选项

不安装直接使用

npx skills use ghbalf/freecad-ai@optimize-skill

指定 Agent (Claude Code)

npx skills add ghbalf/freecad-ai --skill optimize-skill -a claude-code -g -y

安装 repo 全部 skill

npx skills add ghbalf/freecad-ai --all -g -y

预览 repo 内 skill

npx skills add ghbalf/freecad-ai --list

SKILL.md

Frontmatter

{
    "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