evolve

Agent Skills › iii-experimental/agentos › evolve

evolve

GitHub

支持代理在运行时自动生成、注册、评估和改进函数，通过反馈循环实现代码自进化。

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

Trigger Scenarios

需要动态生成或优化函数逻辑构建自我进化的AI代理系统

Install

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

More Options

Non-standard path

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

Use without installing

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.