Agent Skills
› microsoft/Generative-AI-for-beginners-dotnet
› fact-checking
fact-checking
GitHub用于验证技术内容、检查引用和API端点，通过生成反假设测试证据来评估声明的可信度，确保交付物质量。
Trigger Scenarios
验证技术内容或API端点
审查包含绝对化表述的声明
架构决策前的质量保障
Install
npx skills add microsoft/Generative-AI-for-beginners-dotnet --skill fact-checking -g -y
SKILL.md
Frontmatter
{
"name": "fact-checking",
"license": "MIT",
"metadata": {
"author": "squad",
"domain": "quality, verification",
"version": "1.0.0",
"confidence": "low",
"last_validated": "2026-03-01"
},
"description": "Review and validate claims using counter-hypothesis testing. Use when verifying technical content, checking references, validating API endpoints, or performing quality assurance on deliverables.",
"compatibility": "Requires access to external references and APIs"
}
Skill: Fact Checking
Context
Codifies the challenger agent review output format and methodology so any agent performing fact-checking or review produces consistent, structured output.
Pattern
Review Methodology
For every claim or deliverable under review:
- Ask: "What evidence supports this? What would disprove it?"
- Generate counter-hypotheses and test them against available data
- Verify URLs, package names, API endpoints, and external references actually exist
- Flag confidence levels: ✅ Verified, ⚠️ Unverified, ❌ Contradicted
Review Output Format
When reviewing another agent's work, use this template:
### Fact Check — {deliverable name}
**Claims verified:** {count}
**Issues found:** {count}
| # | Claim | Status | Evidence/Notes |
|---|-------|--------|---------------|
| 1 | {claim} | ✅/⚠️/❌ | {supporting or contradicting evidence} |
**Counter-hypotheses tested:**
- {alternative explanation + result}
**Verdict:** {PASS / PASS WITH NOTES / NEEDS REVISION}
Confidence Levels
- ✅ Verified — evidence confirms the claim
- ⚠️ Unverified — cannot confirm or deny; suggest verification method
- ❌ Contradicted — evidence disproves the claim
Ceremony Integration
Auto-trigger this skill before any architecture decision, or when an agent claim contains superlatives or percentage thresholds (e.g., "saves 75%", "always", "never"). The coordinator spawns the challenger agent with:
Challenger — fact-check {agent}'s claim: "{claim}"
Cite evidence for every verdict. Max 3 investigation cycles.
Version History
- bd4e082 Current 2026-08-20 14:06
