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Circle of Competence for Assertions

thinking-circle-of-competence

tjboudreaux/cc-thinking-skills

A rigorous framework to prevent confident fabrication (hallucination) by treating competence as an evidence boundary. It guides users to classify claims—Grounded, Partial, or Ungrounded—based on verifiable sources. It mandates assessing the cost of wrongness before answering, fetching, or abstaining, ensuring that assertions are always backed by sufficient evidence.

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