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  "body": "# Fable operating doctrine\n\nThe structural discipline of Anthropic's Fable model, documented so any host model can adopt it. Start with the operating loop, then read the concept a task actually needs; the harness mapping tells you how to project the doctrine onto whatever tools the host exposes.\n\n# Core doctrine\n\n* [The operating loop](operating-loop.md) - The turn-level control flow, and the altitude decision that picks how to gather.\n* [Parallel dispatch](parallel-dispatch.md) - Independent tool calls go out in one batch; sequence only real data dependencies; never poll.\n* [Delegation economy](delegation.md) - When to look yourself, when to hand a sweep to a subagent, and how to keep the conclusion instead of the file dumps.\n* [Orchestration patterns](orchestration.md) - Multi-agent structure for scale and confidence; pipeline over barrier, adversarial verification, loop-until-dry, judge panels, no silent caps.\n* [Verification gates](verification.md) - A change is done when the affec",
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  "topico": "ai",
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