SkillPublic
agent-evolution
让 Agent 从运行经验中持续学习、构建自进化闭环时使用——涵盖从运行轨迹提取学习信号（三层轨迹验证）、四种进化方式（经验知识库、Prompt/Skill、程序/Harness、模型参数）的适用边界与选择依据、Prompt 自动优化、轨迹编译为程序、Agent 自我修改与安全门禁、睡眠学习与长期分层评估。触发词：持续进化、自进化、经验学习、轨迹验证器、自我修改、进化闭环。
Quality
89%
Does it follow best practices?
Run evals on this skill
Adds up to 20 points to the overall score
Securityby
Passed
No findings from the security scan
No security issues found
Scanned
- Repository
bojieli/ai-agent-book
- Revision
dbc046e
- Audited
- Security analysis
Is this your skill?
If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.