# Uncertainty Calibration

> Calibrate confidence and document uncertainty based on evidence strength. Use when this capability is needed.

- Skill: `tomevault-io/uncertainty-calibration` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add tomevault-io/uncertainty-calibration`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tomevault-io/uncertainty-calibration/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: tomevault-io (https://skillmd.com/u/tomevault-io)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/tomevault-io/uncertainty-calibration

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# 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]

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> Converted and distributed by [TomeVault](https://tomevault.io/claim/gqy20) — claim your Tome and manage your conversions.
<!-- tomevault:4.0:skill_md:2026-04-11 -->