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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: 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
  • Updated Jul 9, 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

shimo4228 / shimo4228

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Solo maker, one Apple Silicon Mac, no lab or affiliation. I build AI agents and publish them as citable DOI records. Hub for five research lines: AI agent design, AI-mediated authorship, computational phenomenology. Through-line: value-layer harness engineering — harnesses extended up to norms, constitutions, values under one human-gated cycle.

doi knowledge-graph json-ld cc0 orcid github-traffic llms-txt harness-engineering computational-phenomenology research-ecosystem agent-knowledge-cycle authorship-strategy contemplative-agent value-layer-harness-engineering
  • Updated Jul 9, 2026
  • HTML

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