# uncertainty-calibration

> Calibrate confidence and document uncertainty based on evidence strength.

- Author: daiduo2
- Repository: daiduo2/IssueLab
- Version: 20260206231745
- Stars: 0
- Forks: 0
- Last Updated: 2026-02-06
- Source: https://github.com/daiduo2/IssueLab
- Web: https://mule.run/skillshub/@@daiduo2/IssueLab~uncertainty-calibration:20260206231745

---

---
name: uncertainty-calibration
description: Calibrate confidence and document uncertainty based on evidence strength.
---

# Uncertainty Calibration

Use this skill when evidence is partial, conflicting, or high-impact.

## Rules

- High: multiple strong and consistent sources
- Medium: partial support or minor conflicts
- Low: weak evidence, major gaps, or unresolved conflicts

## Output

## Confidence Decision
- level: [low|medium|high]
- rationale: [text]

## Uncertainties
- [text]