evolve

Agent Skills › iii-experimental/agentos › evolve

evolve

GitHub

支持Agent在运行时自动生成、注册、评估及优化函数，通过反馈循环实现代码自我进化。

plugin/skills/evolve/SKILL.md iii-experimental/agentos

触发场景

需要动态生成或优化函数代码希望实现函数的自动化测试与迭代改进

安装

npx skills add iii-experimental/agentos --skill evolve -g -y

更多选项

非标准路径

npx skills add https://github.com/iii-experimental/agentos/tree/main/plugin/skills/evolve -g -y

不安装直接使用

npx skills use iii-experimental/agentos@evolve

指定 Agent (Claude Code)

npx skills add iii-experimental/agentos --skill evolve -a claude-code -g -y

安装 repo 全部 skill

npx skills add iii-experimental/agentos --all -g -y

预览 repo 内 skill

npx skills add iii-experimental/agentos --list

SKILL.md

Frontmatter

{
    "name": "evolve",
    "effort": "extended",
    "toolScope": [
        "Bash",
        "Read"
    ],
    "description": "Create, test, and improve functions at runtime — agents write their own code"
}

Self-evolving functions:

Generate: curl -X POST http://localhost:3111/api/evolve/generate -H 'Content-Type: application/json' -d '{"goal": "<what>", "name": "<name>", "agentId": "claude-code"}'
Register: curl -X POST http://localhost:3111/api/evolve/register -H 'Content-Type: application/json' -d '{"functionId": "<id>"}'
Evaluate: curl -X POST http://localhost:3111/api/eval/run -H 'Content-Type: application/json' -d '{"functionId": "<id>", "input": {...}, "expected": {...}}'
Improve: curl -X POST http://localhost:3111/api/feedback/review -H 'Content-Type: application/json' -d '{"functionId": "<id>"}'

Functions evolve through: draft -> staging -> production. The feedback loop auto-improves underperforming functions.