Agent Knowledge Cycle (AKC) — a knowledge cycle for AI agents: agent behavior compounds, human judgment sharpens. Six phases keep behavior aligned with operator intent as human attention becomes the scarce resource. ADRs, JSON schemas, dependency-free Python reference.
specifications adr harness human-in-the-loop ai-agents claude agent-framework ai-agent llm anthropic llm-agent agentic-ai agent-memory claude-code memory-architecture agent-rules agent-knowledge-cycle agent-alignment cognitive-economy signal-first
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Updated
Jul 28, 2026