realitycheck-analyze

Guide analysts through a 3-stage Reality Check analysis workflow.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill guides analysts through a structured 3-stage Reality Check analysis to ensure transparent, reproducible evaluation of claims without committing them to an automated knowledge base.

Core Features & Use Cases

  • Descriptive Analysis: neutrally summarize sources and map claims.
  • Evaluative Analysis: assess evidence quality, verify factual claims, and identify gaps.
  • Dialectical Analysis: steelman strongest arguments and anticipate counterarguments; map relationships between claims and sources.
  • Use Case: Journalists, researchers, and analysts who need careful, manual inquiry before recording conclusions.

Quick Start

Select a source and initiate the 3-stage Reality Check workflow; document Stage 1 findings, proceed to Stage 2 evaluation, and complete Stage 3 dialectical synthesis.

Frequently Asked Questions about realitycheck-analyze

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

FAQPage Schema
How do I evaluate evidence quality and verify factual claims in a structured way?

Evidence evaluation is structured through a 3-stage Reality Check workflow: descriptive analysis to neutrally map claims, evaluative analysis to assess evidence quality and identify gaps, and dialectical analysis to synthesize counterarguments for reproducible results.

What is the best way to perform a manual reality check without committing claims to an automated knowledge base?

A manual reality check uses a 3-stage analysis workflow that produces reproducible analysis artifacts for manual review without automatic database registration, ensuring transparent evaluation of claims while keeping analyst control over conclusions.

How do I conduct a dialectical analysis to steelman arguments and anticipate counterarguments?

Dialectical analysis is conducted in Stage 3 of the reality check workflow, where you steelman the strongest arguments, anticipate counterarguments, and map relationships between claims and sources to complete the evaluative synthesis.

Can I use this 3-stage claims evaluation workflow for journalism and critical analysis research?

Yes, the 3-stage claims evaluation workflow applies to research, journalism, and critical analysis tasks, guiding analysts through descriptive, evaluative, and dialectical stages to ensure careful manual inquiry before recording conclusions.

Does the reality check analysis process require any external dependencies or database connections?

No external dependencies or database connections are required, as the reality check analysis is a manual workflow designed to produce reproducible analysis artifacts without committing claims to an automated knowledge base.

Why should I use a structured 3-stage analysis instead of directly assessing sources?

A structured 3-stage analysis ensures transparent and reproducible evaluation by enforcing a Descriptive to Evaluative to Dialectical workflow, preventing premature conclusions and mapping claim relationships before final synthesis.