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...
**Major restructure and modularization — now references clear protocols, constraints, and templates.** - Refactored documentation: concise overview, clear separation from `self-think`, strict anti-fake-evolution constraints. - Modular execution: extracted protocols, constraints, checklists, and templates into separate reference files for clarity. - Enforced 4-step execution cycle (“Tick Handler”); prohibits shortcutting or skipping protocol. - Explicit file layout and checkpoints for reports, logs, and states. - Easier to follow, reference, and extend; preferred usage and compliance paths clearly outlined.