AgentHandover

What it does

What if Claude Code, Codex, Cursor knew how to do your work without you explaining it? AgentHandover observes you, learns, and teaches your agents with self-improving Skills.

AgentHandover watches you work on your Mac and produces self-improving Skills : playbooks that Claude Code , OpenClaw , Codex , and any AI agent follow exactly the way you would. Every execution makes them smarter. Not static playbooks. Skills that get better every time an agent runs them. Success boosts confidence. Deviations become decision branches. Failures trigger corrections. Strategy, voice, guardrails, and confidence. All from real observations and real executions. Not a screen recorder with ChatGPT on top. Local VLM annotation, activity classification, semantic embedding, cross-session linking, behavioral synthesis, and voice analysis. All on your Mac. Every observation is embedded…from agenthandover.com

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