evolve

Agent Skills › iii-experimental/agentos › evolve

evolve

GitHub

实现函数自进化能力，支持Agent在运行时生成、注册、评估及优化代码。通过草稿到生产的生命周期管理，利用反馈循环自动提升性能不足的函数，实现代码的持续迭代与改进。

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

Trigger Scenarios

需要自动生成或优化函数代码对现有函数进行运行时测试与评估希望建立代码自动改进反馈机制

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.