How does the skill verify specific facts?

The skill extracts facts into a list and launches parallel sub-agents that use web search to cross-reference each claim against primary sources like official records, financial reports, and reputable news outlets.

Does it support processing content from URLs?

Yes, you can provide a URL and the skill will fetch the content, extract the facts, and perform the full verification and rewriting workflow.

What happens if a fact is found to be incorrect?

The skill flags the error in an integrated report, provides the corrected information and evidence, and automatically integrates the fix into the rewritten version of the article.

Can I export the results to Google Docs?

Yes, if the Google Docs connector is configured, the skill will create a formatted document directly. Otherwise, it generates a .docx file that can be uploaded to Google Drive.

Fact-Check & Article Rewrite

Name: Fact-Check & Article Rewrite
Author: iketomo

byiketomo

0•

Content Management

Verifies facts within articles and reports using parallel sub-agents and generates corrected, high-quality rewrites in Google Docs or Word.

This skill automates the rigorous process of verifying claims within articles, reports, or web content. It extracts verifiable facts—such as statistics, dates, and names—and deploys multiple parallel sub-agents to cross-reference data against reliable primary sources. After generating an integrated verification report with evidence links, the skill rewrites the content using advanced storytelling principles to ensure both accuracy and professional narrative flow. The final output is exported directly to Google Docs or Word, making it an essential tool for editors, researchers, and content creators.

Key Features

01Narrative-driven rewriting based on professional story-writing principles

02Detailed integrated reports with evidence links and confidence scores

03Automated fact extraction and categorization for statistics, names, and events

04Seamless export to Google Docs and Microsoft Word with proper styling

050 GitHub stars

06High-speed parallel verification using multiple research sub-agents

Use Cases

01Verifying the accuracy of research reports and news articles before publication

02Updating legacy documentation with current statistics and corrected figures

03Fact-checking AI-generated drafts to eliminate hallucinations and data errors

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add iketomo/cowork_x_plugin fact-check-rewrite

For use in Claude.ai and ChatGPT

Key Features

01Narrative-driven rewriting based on professional story-writing principles

02Detailed integrated reports with evidence links and confidence scores

03Automated fact extraction and categorization for statistics, names, and events

04Seamless export to Google Docs and Microsoft Word with proper styling

050 GitHub stars

06High-speed parallel verification using multiple research sub-agents

Use Cases

01Verifying the accuracy of research reports and news articles before publication

02Updating legacy documentation with current statistics and corrected figures

03Fact-checking AI-generated drafts to eliminate hallucinations and data errors

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add iketomo/cowork_x_plugin fact-check-rewrite

For use in Claude.ai and ChatGPT