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agent-knowledge-cycle

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shimo4228 / agent-knowledge-cycle

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Memory-centric self-improving harness for AI agents. A bidirectional growth loop — the cycle changes the agent and the human. ADRs, JSON schemas, and a dependency-free Python reference.

specifications adr self-improvement harness ai-agents claude agent-framework ai-agent llm prompt-injection anthropic llm-agent agentic-ai agent-memory claude-code memory-architecture self-improving-agent agent-rules security-by-absence agent-knowledge-cycle
  • Updated Apr 10, 2026

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