evolve

Agent Skills › iii-experimental/agentos › evolve

evolve

GitHub

实现函数的自我进化机制，通过生成、注册、评估和反馈改进四个步骤，自动优化表现不佳的函数，使其从草稿状态逐步演进至生产环境。

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

Trigger Scenarios

需要自动生成或改进代码函数希望建立代码自动测试与迭代优化的闭环

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.