fact-checking
Review and validate claims using counter-hypothesis testing. Use when verifying technical content, checking references, validating API endpoints, or performing quality assurance on deliverables.
소스 정보
- 저장소
- github/gh-aw
- 최근 소스 활동
- 2026년 8월 17일 21:20
- 감지된 SKILL.md 언어
- 영어
- 스타
- 5,381
- 포크
- 584
설치 방법
기본적으로 소스를 먼저 확인하는 Prompt가 선택됩니다. 직접 명령으로 전환하거나 로컬 사본을 다운로드할 수도 있습니다.
소스 파일 검토
설치 여부를 결정하기 전에 SKILL.md와 SkillsMP에 표시된 보조 파일을 읽어 보세요.
SKILL.md 표시 중
SKILL.md
소스 지침 · 읽기 전용 미리보기- name
- fact-checking
- 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.
- license
- MIT
- compatibility
- Requires access to external references and APIs
- metadata
- {"author":"squad","version":"1.0.0","domain":"quality, verification","confidence":"low","last_validated":"2026-03-01"}
# 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:
1. Ask: "What evidence supports this? What would disprove it?"
2. Generate counter-hypotheses and test them against available data
3. Verify URLs, package names, API endpoints, and external references actually exist
4. 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.
```
GitHub에서 보기