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uncertainty-calibration

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Quantify evidence strength and calibrate confidence.

Education & Research#research#analysis#evidence#uncertainty#confidence#decision-making#calibrate
Authorgqy20
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill helps calibrate confidence by evaluating the strength and credibility of supporting evidence, and documenting uncertainty for informed decision-making.

Core Features & Use Cases

  • Evidence strength assessment: categorize into high/medium/low with rationale
  • Structured output: Confidence Decision and Uncertainties sections for auditability
  • Use Case: Research reviews, policy analysis, and risk assessment where evidence is partial or conflicting

Quick Start

To use this skill, provide a set of evidence statements and request a confidence assessment based on their strength.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: uncertainty-calibration
Download link: https://github.com/gqy20/IssueLab/archive/main.zip#uncertainty-calibration

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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