critical-thinking-logical-reasoning

Analyzes written content for logical fallacies, assumptions, and evidence quality.

1|Updated Apr 29, 2026
One-click install
npx skills add https://github.com/firstsun-dev/yao-agent-skills --skill critical-thinking-logical-reasoning-firstsun-dev
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: critical-thinking-logical-reasoning
Source: https://github.com/firstsun-dev/yao-agent-skills/tree/main/external/think/logic/critical-thinking-logical-reasoning
Command: npx skills add https://github.com/firstsun-dev/yao-agent-skills --skill critical-thinking-logical-reasoning-firstsun-dev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill enables rigorous critical thinking and logical reasoning analysis of written content, delivering structured critiques to improve clarity and decision-making.

Core Features & Use Cases

  • Structured critique workflow including summary, key issues, questions to probe, and bottom line.
  • Detect logical fallacies, hidden assumptions, evidence quality, and gaps in reasoning across articles, transcripts, reports, and blogs.
  • Use cases include evaluating academic papers, policy briefs, or media content to generate concise, actionable critiques.

Quick Start

Ask the model to critically evaluate the supplied content for logical coherence, identify core claims and supporting evidence, surface hidden assumptions, and present a concise, structured critique.

Frequently Asked Questions about critical-thinking-logical-reasoning

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

FAQPage Schema
How do I critically evaluate an article for logical fallacies and hidden assumptions?

Evaluating an article requires analyzing its logical coherence, identifying core claims, and surfacing hidden assumptions. This generates a structured critique containing a summary, key issues, probing questions, and a concise bottom line.

What is structured critique and how does it improve logical reasoning analysis?

Structured critique is a systematic workflow that breaks down written content into a summary, key issues, probing questions, and a bottom line. It improves logical reasoning by exposing evidence gaps and detecting fallacies across reports and transcripts.

Can I use automated critical thinking analysis for academic papers and policy briefs?

Yes, automated critical thinking analysis applies to academic papers, policy briefs, articles, and blogs. It rigorously evaluates claims, evidence, and assumptions to deliver an actionable critique for improved clarity and decision-making.

What is the best way to assess evidence quality and argument analysis in media content?

The best way to assess evidence quality in media content is applying a structured argument analysis workflow. This detects logical fallacies and reasoning gaps, delivering a concise bottom line that clarifies the validity of presented claims.

Does logical reasoning analysis work with transcripts and blogs needing evidence evaluation?

Logical reasoning analysis works directly with transcripts, blogs, and reports needing evidence evaluation. It automates the detection of hidden assumptions and reasoning gaps to produce a structured critique with a clear summary and bottom line.

Are there limitations to automated critical thinking when evaluating complex academic papers?

Automated critical thinking delivers a structured critique of claims and evidence, but complex academic papers with dense domain-specific assumptions may require manual probing. The generated questions to probe help guide further human evaluation.