book-fact-check

Extract claims from book chapters and flag unsourced or partially sourced ones.

1|Updated Apr 26, 2026
One-click install
npx skills add https://github.com/BioInfo/builder-leader-book --skill book-fact-check
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: book-fact-check
Source: https://github.com/BioInfo/builder-leader-book/tree/main/.claude/skills/book-fact-check
Command: npx skills add https://github.com/BioInfo/builder-leader-book --skill book-fact-check

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the fact-checking process for book chapters, ensuring every factual claim is validated against the chapter's research findings.

Core Features & Use Cases

  • Fact-Checking Automation: Extracts and verifies factual claims from a chapter draft against its research findings.
  • Claim Matching: Matches claims to sources in research files, flagging unsourced or partially sourced claims.
  • Use Case: Use this Skill to fact-check a chapter of a book before it can be considered ready for publication, ensuring accuracy and reliability.

Quick Start

Run the book-fact-check skill on the chapter draft 'chapters/NN-<slug>.md' to verify its factual claims.

Frequently Asked Questions about book-fact-check

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

FAQPage Schema
How do I automate fact-checking for book chapters against research files?

Automating fact-checking for book chapters requires extracting factual claims from chapter drafts and matching them against research findings. This process flags unsourced or partially sourced claims to validate accuracy before publication.

What is research validation in book production workflows?

Research validation in book production is the process of verifying factual claims against source materials. It ensures accuracy by matching chapter assertions to research files and identifying unsupported statements requiring additional citations.

Do I need a source index to verify content accuracy in book drafts?

Yes, verifying content accuracy in book drafts requires knowledge of the chapter's research files and source index. These components provide the reference data needed to match extracted claims and validate factual statements.

How do I flag unsourced claims in a chapter draft before publication?

Flagging unsourced claims in a chapter draft involves running automated claim matching against research findings. The process identifies and marks unsupported or partially sourced factual statements requiring further verification.

What's the best way to extract factual claims from book chapters?

Extracting factual claims from book chapters is best handled by automated verification tools that parse chapter drafts and match assertions against research files. This flags unsourced claims and ensures rigorous accuracy assurance.