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fact-checker

Evaluate claims by sourcing evidence and assigning credibility verdicts.

1|Updated Apr 21, 2025
Search Tags:#verification#evidence#credibility#sources#claims#fact-check#misinformation
One-click install
npx skills add https://github.com/LAI-YEN-CHUN/VSCode-Settings --skill fact-checker-lai-yen-chun
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fact-checker
Source: https://github.com/LAI-YEN-CHUN/VSCode-Settings/tree/main/.github/skills/fact-checker
Command: npx skills add https://github.com/LAI-YEN-CHUN/VSCode-Settings --skill fact-checker-lai-yen-chun

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "fact check", "verify", "is this true", or mentions claims that need validation.

Core Features & Use Cases

  • Verify claims and assess evidence to determine credibility
  • Identify and contextualize misinformation, separating fact from opinion
  • Produce a transparent verdict with citations and context for decision-making

Quick Start

Provide the claim you want checked and request a structured, evidence-based verdict.

Frequently Asked Questions about fact-checker

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

FAQPage Schema
How do I fact-check a claim using evidence-based verification?▼

To fact-check a claim, you systematically identify the specific assertion, source authoritative evidence, evaluate the credibility of that evidence, and assign a documented verdict with citations.

What is the best way to verify source credibility and identify misinformation?▼

Verifying source credibility involves evaluating the evidence provided by the source, contextualizing the information, and separating factual data from opinion to identify potential misinformation.

Can I use this to evaluate statistics and debunk claims in media content?▼

Yes, you can evaluate statistics and debunk claims in media and social content by enforcing a structured workflow that requires explicit claim identification and authoritative evidence sourcing.

How does systematic fact verification separate fact from opinion?▼

Systematic fact verification separates fact from opinion by requiring explicit identification of the claim, evaluating the credibility of sourced evidence, and documenting the context surrounding the assertion.

What does a fact-checking verdict include when validating claims?▼

A fact-checking verdict includes a transparent conclusion based on evaluated evidence, citations for the authoritative sources used, and the broader context necessary for informed decision-making.

When do I need a structured workflow for fact verification?▼

You need a structured workflow for fact verification when checking statistics, assessing source credibility, or debunking misinformation to ensure a transparent verdict with proper documentation.

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