AgentSkillsCN

evidence-and-uncertainty-tracking

在需求输出中加入证据、假设及置信度信息，以避免生成看似确凿却实为臆测的结果。当输入信息尚不完整（如早期发现阶段或突发事件），或当输出结果需具备可审计性（如合规性或安全性要求），且您亟需明确标注“未知”项并提出后续追问时，此方法尤为适用。

SKILL.md
--- frontmatter
name: evidence-and-uncertainty-tracking
description: Add evidence, assumptions, and confidence to requirements outputs to prevent hallucinated certainty. Use when inputs are incomplete (early discovery, incidents) or when outputs must be auditable (compliance/safety) and you need explicit UNKNOWNs and follow-up questions.

Evidence And Uncertainty Tracking

Rules

  1. •Require explicit grounding:
    • •If something is supported by input text, cite it in your own words as Evidence.
    • •If not supported, label it ASSUMPTION or UNKNOWN (needs follow-up).
  2. •Add confidence:
    • •High / Med / Low (or similar).
  3. •Turn missing info into actionable follow-ups:
    • •“To finalize this requirement, we need X.”

Prompt snippet (copy/paste)

text
Do not invent facts.
For each item, include:
- Evidence (from inputs) OR mark UNKNOWN (needs follow-up)
- Assumptions (if any)
- Confidence: High/Med/Low
If a threshold/metric is needed but missing, keep it UNKNOWN and ask the minimum follow-up questions.