altk-evolve
★ 118Evolve is an agent self-improvement system that stores conversation trajectories as episodic memory, extracts guidelines, and feeds them back so agents stop repeating mistakes. Ships an MCP server, vector backends, and plug-ins for Claude Code and Codex.
AI Agents | Python · agent-memory · self-improving-agents
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