Does it verify multiple claims at the same time?

Yes, it uses a parallel agent pattern to run multiple verification tasks concurrently, significantly reducing the time required to audit large documents.

Does this skill require external dependencies?

Yes, it requires Node.js and Puppeteer to be installed in your environment to perform headless browser verification and page fetching.

What is the Structured Checklist Mode?

It is an advanced audit mode that evaluates content across 7 dimensions: Link Validity, Content Matching, Granularity, Numeric Accuracy, Fact/Speculation, Source Reliability, and Cross-Section Consistency.

What file formats does the Fact Checker support?

The skill can ingest and analyze content from Markdown, plain text, PDF, and DOCX files for claim extraction and verification.

How does it handle paywalled or restricted sources?

When a source is behind a paywall or login, the skill marks the claim as 'Unverifiable (access restricted)' rather than incorrectly marking it as inaccurate.

Fact Checker

Name: Fact Checker
Author: dobachi

bydobachi

0•

웹 스크래핑 및 데이터 수집

Verifies the accuracy of AI-generated content by extracting claims and validating them against real-world sources using automated web search and headless browsing.

The Fact Checker skill provides a robust automated framework for auditing AI-generated documents, research reports, and citations. It meticulously extracts verifiable claims and citations from Markdown, PDF, or DOCX files, then performs parallel verification using Puppeteer-based headless browsing and web searches to cross-reference information against authoritative sources. Whether performing a quick validation of links or a deep 7-dimension structural audit—including numeric accuracy, source reliability, and fact-vs-speculation analysis—this skill generates comprehensive Markdown reports with verdict scales to ensure factual integrity and mitigate AI hallucinations.

주요 기능

017-dimension structural audit including numeric accuracy and link validity

02Automated Markdown report generation with clear verdict summaries

03Multi-format document ingestion supporting Markdown, PDF, and DOCX

04Source reliability classification and authoritative evidence scoring

05Parallel claim verification using Puppeteer and background Task agents

060 GitHub stars

사용 사례

01Performing comprehensive data audits to cross-reference statistics against original sources

02Auditing AI-generated research papers or technical documentation for factual accuracy

03Validating citations and external links to ensure references are real and relevant

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add dobachi/claude-skills-marketplace fact-checker

For use in Claude.ai and ChatGPT

주요 기능

017-dimension structural audit including numeric accuracy and link validity

02Automated Markdown report generation with clear verdict summaries

03Multi-format document ingestion supporting Markdown, PDF, and DOCX

04Source reliability classification and authoritative evidence scoring

05Parallel claim verification using Puppeteer and background Task agents

060 GitHub stars

사용 사례

01Performing comprehensive data audits to cross-reference statistics against original sources

02Auditing AI-generated research papers or technical documentation for factual accuracy

03Validating citations and external links to ensure references are real and relevant