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    "title": "Hook-Enforced Compliance（Hook で強制される規則順守）",
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    "domain": "systems",
    "type": null,
    "created": "2026-04-21",
    "last_updated": "2026-07-29",
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    "review_by": "2026-10-27",
    "confidence": "likely",
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      "hook",
      "documentation-vs-execution",
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    "sources": [
      "https://code.claude.com/docs/en/hooks",
      "Public agent-framework documentation on hook-based automation and instruction injection.",
      "Public Codex / AGENTS-style repository instruction patterns.",
      "Public Claude Code hook documentation and workflow examples."
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    "昇級階段（違反頻度に応じた強制度上昇）",
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