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.

Safety Notice

This listing is from the official public ClawHub registry. Review SKILL.md and referenced scripts before running.

Copy this and send it to your AI assistant to learn

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.

Related Skills

Related by shared tags or category signals.

General

Hippo Video

Hippo Video integration. Manage Persons, Organizations, Deals, Leads, Activities, Notes and more. Use when the user wants to interact with Hippo Video data.

Registry SourceRecently Updated
General

币安资金费率监控

币安资金费率套利监控工具 - 查看账户、持仓、盈亏统计,SkillPay收费版

Registry SourceRecently Updated
General

apix

Use `apix` to search, browse, and execute API endpoints from local markdown vaults. Use this skill to discover REST API endpoints, inspect request/response s...

Registry SourceRecently Updated
0160
dngpng
fact-check | V50.AI