fact-checking

Trace citation chains to primary sources and verify claims.

25|3|Updated Jul 14, 2026
One-click install
npx skills add https://github.com/nimadorostkar/Claude-Skills-collection --skill fact-checking-nimadorostkar
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: fact-checking
Source: https://github.com/nimadorostkar/Claude-Skills-collection/tree/main/skills/productivity/fact-checking
Command: npx skills add https://github.com/nimadorostkar/Claude-Skills-collection --skill fact-checking-nimadorostkar

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill prevents the propagation of misinformation and laundered statistics by forcing a rigorous, evidence-based audit of any claim, ensuring you rely on primary sources rather than repeated assertions.

Core Features & Use Cases

  • Citation Tracing: Systematically follows citation chains to identify the primary source or detect circular reasoning.
  • Qualification Analysis: Identifies when specific study qualifications have been stripped away to create misleading universal claims.
  • Verdict Reporting: Provides a structured assessment of claims as supported, unsupported, misleading, or unverifiable based on the evidence found.
  • Use Case: Use this when you encounter a widely cited statistic in a report that feels suspicious, allowing you to determine if the number is a genuine finding or a rhetorical fabrication.

Quick Start

Apply the fact-checking skill to verify the claim that 70 percent of digital transformation projects fail by tracing the citation chain to its primary source.

Frequently Asked Questions about fact-checking

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I verify a widely cited statistic in a research report?

To verify a cited statistic, you trace its citation chain back to the primary source to determine if the number is a genuine empirical finding or a rhetorical fabrication. This process detects circular reasoning and repeated assertions lacking actual evidence.

What is citation tracing and how does it detect misleading claims?

Citation tracing is the systematic process of following citation chains to identify primary sources. It detects misleading claims by exposing circular reasoning and revealing when specific study qualifications have been stripped away to create false universal assertions.

How do I check if a study's qualifications were stripped to create a universal claim?

You check for stripped qualifications by performing qualification analysis, which systematically evaluates the primary source's methodology and context. This reveals whether specific limitations were removed to falsely present a conditional finding as a universal claim.

Can I use fact-checking to audit technical documentation for empirical evidence?

Yes, you can use fact-checking to audit technical documentation for empirical evidence. The process applies systematic evaluation of source independence, study methodology, and qualification context to produce a structured verdict on any assertion.

What is the best way to evaluate source independence during claim verification?

The best way to evaluate source independence is by systematically tracing the claim's citation chain to ensure multiple sources do not derive from the same single primary study. This prevents the propagation of laundered statistics and unverified assertions.

What verdicts can I expect when verifying unsupported statistics?

When verifying unsupported statistics, you can expect structured verdicts that classify the claim as supported, unsupported, misleading, or unverifiable based on the empirical evidence found at the primary source.