realitycheck

Fetch a URL, extract metadata, analyze content, and validate claims.

38|Updated Jan 20, 2026

Search Tags:#automation #workflow #metadata-extraction #url-analysis #reality-check #claim-extraction

Ready to run

npx skills add https://github.com/lhl/realitycheck --skill realitycheck

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: realitycheck
Source: https://github.com/lhl/realitycheck/tree/main/integrations/claude/skills/realitycheck
Command: npx skills add https://github.com/lhl/realitycheck --skill realitycheck

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This alias provides a streamlined, end-to-end Reality Check workflow for analyzing online content by fetching the source, extracting metadata, performing staged analyses, extracting structured claims, registering results, and validating data.

Core Features & Use Cases

Alias for /check to run the full Reality Check pipeline.
Handles fetch, metadata extraction, Stage 1-3 analyses, extract, register, and validate.
Use case: quickly assess credibility of a URL and record results for knowledge bases.

Quick Start

Use the alias to analyze a URL: /realitycheck <url> [--domain <DOMAIN>] [--quick] [--no-register]

Frequently Asked Questions about realitycheck

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

FAQPage Schema

How do I automate a full reality check workflow for analyzing a URL?▼

To automate a reality check workflow for URL analysis, you can use a pipeline that fetches online content, extracts metadata, performs staged descriptive and dialectical evaluations, and validates the extracted claims. This streamlines credibility assessment into a single automated process.

What is the best way to extract and validate structured claims from online content?▼

The best way to extract and validate structured claims from online content is to run an end-to-end analysis pipeline that fetches the source URL, performs staged evaluations, and registers the extracted data into a knowledge base for validation.

Can I perform a quick credibility assessment of a web article without registering the results?▼

Yes, you can perform a quick credibility assessment without registering results by running the URL analysis pipeline with specific options like --quick to skip deep analysis and --no-register to bypass saving data to your knowledge base.

Does the reality check analysis pipeline support domain scoping for evaluating online reports?▼

Yes, the reality check analysis pipeline supports domain scoping when evaluating online reports. You can apply specific domain parameters to restrict the metadata extraction and dialectical analysis to a particular domain context.

What tools are required to run an automated URL metadata extraction and dialectical analysis?▼

Running an automated URL metadata extraction and dialectical analysis requires tools for fetching web content, reading source data, and writing registered results. These tools handle the staged evaluations and structured claim extraction.

When should I not use the --quick option for online content assessment?▼

You should not use the --quick option for online content assessment when you need a comprehensive dialectical analysis and full validation of structured claims. The --quick option skips deeper staged evaluations to provide a faster but less thorough credibility check.