AgentHandover: Watches you work then teaches your AI agents to do it like you
SMRTR summary
AgentHandover is a Mac application that watches users work through an 11-stage intelligence pipeline, then automatically creates self-improving "Skills" that teach AI agents to replicate those workflows with the user's strategy and writing style. The system runs entirely locally, captures screen activity and user behavior patterns, then generates structured playbooks that compatible agents like Claude Code can execute, with each execution providing feedback to continuously improve the Skills' accuracy and confidence levels.
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