heartflow-self-evolution-driving

@user_fdb96f95/heartflow-self-evolution-driving

How to correctly drive, verify, and debug HeartFlow 心虫's autonomous self-evolution (self-upgrade) capability. Covers: invoking the REAL engine (not the MCP shell), the EvolutionLoop dead-core root cause + fix, the arXiv exploration layer, git-verified upgrade records, and the MCP-staleness pitfall. Use whenever the user says "启动心虫/自己升级/自主进化/自我升级" or when you need to verify HeartFlow actually evolved (not just claims to).

v1.0.0