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fact-check-rewrite

Extract facts from text, verify them via sub-agents, and rewrite the article.

Updated Aug 27, 2026
Search Tags:#fact-checking#document editing#article generation#story writing#content rewrite#research verification
One-click install
npx skills add https://github.com/iketomo/cowork_x_plugin --skill fact-check-rewrite
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fact-check-rewrite
Source: https://github.com/iketomo/cowork_x_plugin/tree/main/work-utils/skills/fact-check-rewrite
Command: npx skills add https://github.com/iketomo/cowork_x_plugin --skill fact-check-rewrite

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the process of fact-checking articles and research reports, identifying inaccuracies, and producing a corrected, high-quality rewritten version.

Core Features & Use Cases

  • Automated Fact Extraction: Identifies verifiable facts (numbers, dates, names, events, quotes) from input text.
  • Parallel Fact Verification: Uses sub-agents to verify each fact against reliable web sources concurrently.
  • Integrated Rewrite: Generates a polished, story-writing-compliant article with corrections incorporated, outputting to Google Docs or Word.
  • Use Case: A marketing team needs to publish a report on industry trends. This Skill can ensure all statistics, company names, and dates mentioned are accurate before publication, and then rewrite the report into a more engaging format.

Quick Start

Verify the facts in the provided article and generate a rewritten version.

Frequently Asked Questions about fact-check-rewrite

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

FAQPage Schema
How do I verify facts in an article and rewrite it into an engaging story?▼

To verify facts and rewrite an article, this Skill extracts verifiable facts like numbers and dates, checks them against web sources concurrently, and generates a corrected, story-compliant rewritten article.

What is the best way to fact-check research reports before publication?▼

The best way to fact-check research reports is using automated fact extraction to identify numbers and quotes, verifying them in parallel with sub-agents, and producing a corrected version to ensure statistics are accurate before publication.

Can I use a URL or file upload to fact-check an article?▼

Yes, you can use a URL or file upload to fact-check an article. The Skill handles input via text, file upload, or URL to extract verifiable facts and generate a rewritten version.

How does parallel fact verification work for document editing?▼

Parallel fact verification for document editing works by deploying sub-agents to check each extracted fact against reliable web sources concurrently, ensuring all statistics and names are accurate before rewriting the content.

Does fact-checking and content rewrite support exporting to Google Docs or Word?▼

Yes, content rewrite supports exporting to Google Docs or Word. After verifying facts and generating a polished article, the Skill outputs the final rewritten document directly to these platforms.

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