{
  "markdown": "# Proactive Self-Improving Agent\n\n自动捕获经验 · 安全进化 · 记录轨迹\n\n专为 OpenClaw agent 设计的自改进技能，融合 proactive-agent 的行为准则与 self-improving-agent 的结构化学习系统。\n\n## 特性\n\n- **7 种触发条件**：错误、纠正、知识空白、更好做法、能力请求、任务完成回顾 + 学术场景扩展\n- **结构化记录**：LEARNINGS / ERRORS / FEATURE_REQUESTS 三文件体系\n- **经验进化**：晋升机制 + 递归检测（≥3 次自动晋升）+ 技能提取\n- **安全护栏**：ADL 防漂移 + VFM 价值优先评分\n- **操作日志**：JSONL 格式 CHANGELOG，机器可读\n- **行为准则**：坚韧不放弃、验证后报完成、安全加固\n\n## 安装\n\n```bash\n# OpenClaw\nopenclaw add https://github.com/yanhongxi-openclaw/proactive-self-improving-agent\n\n# 或手动\ngit clone https://github.com/yanhongxi-openclaw/proactive-self-improving-agent.git ~/.openclaw/skills/proactive-self-improving-agent\n```\n\n## 使用\n\n安装后 agent 自动加载 SKILL.md。确保 workspace 下有 `.learnings/` 目录：\n\n```bash\nmkdir -p .learnings\n```\n\n详见 [SKILL.md](SKILL.md)。\n\n## License\n\nMIT\n",
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  "sha": "208c50124a96b0e4c6c31780b481b87a047d5af9c0f2169e73e7c8a916aab708",
  "repo_slug": "claw-opus/proactive-self-improving-agent",
  "fonte": "repo",
  "truncated": false,
  "api": "https://agentalog.com/api/listings/skl_claw_opus_proactive_self_improving_agent_63ac5d17/readme"
}