extract

Extract candidate claims from articles, posts, or reports.

38|Updated Jan 20, 2026
One-click install
npx skills add https://github.com/lhl/realitycheck --skill extract-lhl
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: extract
Source: https://github.com/lhl/realitycheck/tree/main/integrations/claude/skills/extract
Command: npx skills add https://github.com/lhl/realitycheck --skill extract-lhl

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables rapid harvesting of claims from a source without performing the full 3-stage analysis, helping you triage evidence and build a starting point for deeper evaluation.

Core Features & Use Cases

  • Quick Claim Harvesting: Pulls candidate claims from articles, posts, or reports for rapid scoping.
  • Supporting Source Extraction: Gathers claims that can back up or contextualize your main arguments.
  • Efficient Triage: Speeds up initial screening before applying the full Reality Check workflow.

Quick Start

Use the extract skill to harvest claims from a given web page or document source.

Frequently Asked Questions about extract

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

FAQPage Schema
How do I extract claims from research sources quickly?

To extract claims quickly, this Skill harvests candidate claims from provided web pages or documents without performing deep analysis, outputting structured claim data ready for downstream review.

What is claim harvesting for rapid triage?

Claim harvesting for rapid triage is the process of pulling candidate claims from articles or reports to speed up initial evidence screening before applying a full evaluation workflow.

Can I gather supporting sources from a document without full analysis?

Yes, you can gather supporting sources without full analysis by using this Skill to pull contextual claims that back up your main arguments for rapid scoping.

Does this claim extraction method output structured data for downstream analysis?

Yes, this claim extraction method outputs structured claim data formatted specifically for downstream analysis, enabling you to transition smoothly from evidence triage to deeper evaluation.

When should I use quick claim extraction instead of a full 3-stage analysis?

Use quick claim extraction instead of a full 3-stage analysis when you need to perform rapid triage to scope evidence and build a starting point before committing to deeper evaluation.

Are there limitations to rapid claim harvesting from articles?

Rapid claim harvesting from articles skips full 3-stage analysis, meaning it pulls raw candidate claims for triage but does not perform deep evaluation or contextual verification on the extracted evidence.