fact-check

Verify claims, statements, and information against reliable sources. Use when user asks to fact-check, verify, confirm, validate, or check the accuracy of any statement, statistic, quote, date, or claim. Performs cross-reference searches, identifies source credibility, and provides evidence-based verdicts.

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Install skill "fact-check" with this command: npx skills add webguhui/fact-check

Fact Check

Verify information through systematic source verification.

Workflow

  1. Identify the claim - Extract the specific statement to verify
  2. Search sources - Query reliable sources (news outlets, academic papers, official databases)
  3. Cross-reference - Check multiple independent sources
  4. Evaluate credibility - Assess source reliability and potential biases
  5. Deliver verdict - Provide clear conclusion with evidence

Claim Types

TypeApproachTrusted Sources
StatisticsFind original study/dataGovernment databases, peer-reviewed journals
QuotesLocate primary sourceOfficial transcripts, news archives
News eventsVerify via multiple outletsMajor news organizations
Historical factsConsult academic sourcesEncyclopedias, scholarly publications
Product/company infoCheck official sourcesCompany websites, SEC filings

Source Hierarchy

Tier 1 (Highest):

  • Peer-reviewed journals
  • Government databases/official statistics
  • Court records, legal documents

Tier 2:

  • Major news outlets (Reuters, AP, BBC, etc.)
  • Established academic institutions
  • Official company/organization statements

Tier 3:

  • Social media (verify via other sources)
  • Blogs, personal websites
  • Unverified reports

Output Format

Claim: [exact statement]

Verdict: [TRUE / MOSTLY TRUE / UNVERIFIABLE / MOSTLY FALSE / FALSE]

Evidence:
- Source 1: [details]
- Source 2: [details]

Notes: [context, caveats, or additional context]

Constraints

  • Never state certainty beyond what evidence supports
  • Distinguish between "unverified" and "false"
  • Provide sources, don't just claim verification
  • Flag opinions vs facts clearly
  • Update verdict if new evidence emerges

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

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