Tool Confirmation Lock with Bayesian Regret
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Updated
Apr 6, 2026 - Python
Tool Confirmation Lock with Bayesian Regret
Evidence-first Claude Skill for anti-apophenic reasoning: falsification, null models, confidence gates, controls, and strict verdicts before pattern claims.
Disconfirming-evidence OSINT: state a belief, get only the open-source evidence that would prove it wrong — each with a verifiable receipt. Keyless.
Official public issue tracker, feature requests, and open-source psychology datasets for Cognitive Bias Labs.
AI agent metacognition skills distilled from David Dunning's Self-Insight (2005): calibration, Dunning–Kruger awareness, the outside view, and feedback discipline for Claude Code, Codex, and compatible AI agents.
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