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agent-knowledge-cycle

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shimo4228 / agent-knowledge-cycle

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Agent Knowledge Cycle (AKC) — a knowledge cycle for AI agents that grows with the people who shape it. 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
  • Updated Jul 1, 2026

shimo4228 / doctrine-corpus

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A DOI-targeted Q&A corpus encoding the documented judgment of the shimo4228 research program (AKC, Contemplative Agent, AAP, Authorship Strategy) as bilingual (EN+JA) training data. Operational form of Authorship Strategy Layer 4 tactic 7 (LLM-first ingest).

japanese doi dataset cc0 huggingface-datasets instruction-tuning llm-training-data bilingual-corpus agent-knowledge-cycle authorship-strategy doctrine-corpus qa-corpus
  • Updated Jul 1, 2026
  • Python

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