A knowledge cycle for AI agents — one that grows with the people who shape it. Six-phase self-improvement loop, 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
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Updated
Apr 11, 2026