Fact-checker agent skill for claim verificationbacklog_item

journalismagentsinvestigationskillsclaims
1 min read · Edit on Pyrite

Problem

Investigations accumulate unverified claims. A fact-checker agent skill can systematically evaluate claims, search for corroborating or contradicting evidence, and update claim status — maintaining the evidence chain throughout.

Scope

  • Claude Code skill for claim verification
  • Input: claim ID or batch of unverified claims
  • Process: read claim → search for corroborating sources → evaluate evidence → update claim status
  • Creates: evidence entries linked to source documents
  • Updates: claim status (unverified → partially_verified → corroborated/disputed)
  • Updates: claim confidence based on evidence quality
  • Flags: claims that cannot be verified (insufficient evidence)
  • Cross-reference: checks if other claims in the KB contradict
  • Acceptance Criteria

  • Skill evaluates claims and produces evidence entries with source links
  • Claim status updated through proper lifecycle transitions
  • Evidence chains are complete: claim → evidence → source_document
  • Cross-claim contradiction detection works
  • Session logged with verification methodology and limitations