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agent-knowledge-cycle

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shimo4228 / agent-knowledge-cycle

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Agent Knowledge Cycle (AKC) is a six-phase, human-gated cycle for people who run coding agents day to day: it turns the agent's repeated experience into skills and rules, keeps the setup aligned with the operator's intent, and installs as a rules file or the akc-cycle Claude Code plugin.

adr harness human-in-the-loop ai-agents claude agent-framework ai-agent llm anthropic llm-agent agentic-ai agent-skills agent-memory claude-code memory-architecture claude-code-plugin agent-rules agent-knowledge-cycle agent-alignment signal-first
  • Updated Oct 12, 2026

shimo4228 / doctrine-corpus

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A CC0 bilingual (English and Japanese) Q&A corpus that encodes the documented judgment of the author's practice lines (AKC, Contemplative Agent, AAP, Authorship Strategy) as material for LLM training and RAG; the operational form of Authorship Strategy's LLM-first ingest tactic.

japanese doi dataset cc0 huggingface-datasets instruction-tuning llm-training-data bilingual-corpus agent-knowledge-cycle authorship-strategy doctrine-corpus qa-corpus
  • Updated Oct 10, 2026
  • Python

shimo4228 / akc-cycle

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Keeps the rules and skills in a Claude Code setup from piling up and going stale: a Claude Code plugin of audit and upkeep skills plus an optional always-loaded rules file, the installable form of the Agent Knowledge Cycle (AKC).

knowledge-management ai-agents anthropic llm-agent agent-skills agent-memory claude-code claude-code-plugin claude-skills claude-code-skills gemini-cli-extension agent-rules agent-knowledge-cycle
  • Updated Oct 18, 2026
  • Python

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