Separate facts from assumptions and update Knowns/Unknowns matrices.
npx skills add https://github.com/wme3/DeliberateDecisions --skill calibration
Please help me install this Agent Skill. Skill: calibration Source: https://github.com/wme3/DeliberateDecisions/tree/main/skills/calibration Command: npx skills add https://github.com/wme3/DeliberateDecisions --skill calibration
Gate 4 provides a disciplined process to consolidate what we know versus what we assume, ensuring decisions are anchored in evidence and clearly tracked uncertainties.
Begin Gate 4 by reviewing claims, separating facts from assumptions, and updating the Knowns/Unknowns matrix.
High-intent search queries and answers about installing and using this skill.
To separate facts from assumptions, consolidate gathered evidence by reviewing claims and categorizing them into verified facts or unverified assumptions. This process anchors decisions in evidence and produces an assumption inventory to reduce decision risk.
An assumption inventory is a comprehensive log of unverified assumptions compiled with criticality, testability, and fallback plans. It supports risk management by tracking uncertainties and logging critical risks for follow-up, ensuring audit readiness and traceability.
Update Knowns and Unknowns matrices by reviewing new evidence gathered across research gates and categorizing findings into verified facts or unanswered questions. This calibration enforces requirements for tracking uncertainties and strengthens decision workflows.
Calibration is needed after gathering evidence across research gates and before finalizing decisions. It enforces requirements like updating Knowns and Unknowns, producing an assumption inventory, and logging critical risks to ensure decisions are anchored in evidence.
Generate a calibration log by consolidating information through separating facts from assumptions, updating the Knowns and Unknowns matrix, and compiling an assumption inventory. This log provides traceability, risk assessment, and audit readiness for decision workflows.
Yes, the calibration process applies to decision workflows requiring rigorous calibration after evidence gathering. It consolidates information by separating facts from assumptions, updating Knowns and Unknowns, and producing an assumption inventory for risk assessment.
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tjboudreauxExpress confidence as probabilistic estimates and track calibration over time.
