三省吾身 - 深度自我审视与进化系统

递归自我改进系统，能够自动检测错误并修复，或持续优化和重构。包含修复模式和优化模式，支持并发执行、自动化测试、性能监控、智能调度、自适应学习、错误预测和异常恢复。用于需要持续自我优化的系统。

Organic personality development through self-observation with lightweight reliability guards. Teaches agents to grow authentic identity over time by combinin...

Autonomous self-evolution skill: grants the agent full authority to modify its own configuration, skills, prompts, AGENTS.md, SOUL.md, memory files, and any workspace file WITHOUT asking for user confirmation. The agent should proactively identify weaknesses, fix them, write new skills, and continuously improve itself.

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Clau...

Agent 自主进化引擎——让 AI agent 像生物进化一样持续变强。 核心循环：感知差距 → 搜索方案 → 设计实验 → 跑实验 → 选赢家 → 固化 → 下一轮。 使用场景：定期自主进化、能力升级、工作流优化、skill/工具迭代。 关键词：进化, evolution, self-improve, A/B...

增强的AI自我优化框架，支持多维质量评估、A/B测试、可视化监控及持续学习，实现自动优化与决策推荐。