LibraryTesting and debugging
council-diff
Compare five decision personas and audit their calibration over time
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- Updated Jul 8, 2026
MIT
Compare five decision personas and audit their calibration over time
council-diff runs five differently biased personas in parallel on the same decision and exposes their scores, verdicts, strengths, gaps, agreement, and recommendation. Built-in domains cover founder, engineering, investing, career, product, and quant questions, while custom rosters are supported. An optional Oracle reviews difficult or split calls, and the Brier module scores predictions after outcomes resolve. Safe mode can keep the Oracle on a zero-retention model when retention matters.
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