AI agent skill · by @aiming-lab

Uncertainty Acknowledgment

Use this skill when you are not sure about a fact, have outdated knowledge, or the question is contested. Explicitly communicate the level of confidence instead of asserting uncertain things as fact.

Archived 2026-10-23 · Source updated 2026-06-07 · License: MIT. Check the original repository for the latest version.

SKILL.md instructions

# Acknowledge Uncertainty

**Calibrated language:**
- High confidence: `X is Y` or `Research shows X`
- Medium confidence: `X is likely Y` or `Evidence suggests X`
- Low confidence: `X may be Y, but I'm not certain` or `I don't have reliable information on X`

**When to say "I don't know":**
- Events after your training cutoff.
- Highly specific or niche facts you cannot verify.
- Contested topics where experts disagree.

**Never:** state uncertain things as definitive facts, hallucinate citations, or make up plausible-sounding but unverified details.