deep-reading

Extract core mental models and expert disagreements from document sets.

1|Updated Jan 10, 2026
One-click install
npx skills add https://github.com/tomwangowa/agent-skills --skill deep-reading-tomwangowa
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: deep-reading
Source: https://github.com/tomwangowa/agent-skills/tree/main/deep-reading
Command: npx skills add https://github.com/tomwangowa/agent-skills --skill deep-reading-tomwangowa

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill transforms raw documents, URLs, or notes into structured understanding, revealing core mental models, expert disagreements, and knowledge gaps, rather than just providing summaries.

Core Features & Use Cases

  • Extracts Core Mental Models: Identifies the fundamental thinking tools experts use in a domain.
  • Reveals Expert Disagreements: Highlights key debates and differing perspectives within the material.
  • Generates Knowledge Stress Tests: Creates challenging questions to assess true comprehension.
  • Builds Teachable Frameworks: Synthesizes information into reusable, understandable structures.
  • Use Case: When preparing for a major technical decision, use this Skill to deeply understand a set of research papers, identifying the underlying assumptions and points of contention among experts.

Quick Start

Use the deep-reading skill to extract the core mental models from the provided documents about AI agents.

Frequently Asked Questions about deep-reading

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

FAQPage Schema
How do I extract core mental models from multiple research papers?

To extract core mental models from research papers, the deep-reading skill performs systematic knowledge extraction on document sets, identifying fundamental thinking tools and synthesizing them into reusable structures.

What is the best way to identify expert disagreements in document analysis?

Identifying expert disagreements in document analysis requires systematic knowledge extraction across multiple sources to highlight key debates and differing perspectives within the material.

Can I generate knowledge stress tests to assess my comprehension of complex topics?

Yes, you can generate knowledge stress tests to assess comprehension of complex topics. The skill creates challenging questions based on provided documents to test true understanding and reveal knowledge gaps.

Does this knowledge extraction approach work with URLs and notes or only local documents?

This knowledge extraction approach works with URLs, notes, and local documents. It requires web fetching, reading, writing, globbing, grepping, and bash capabilities to perform comprehensive analysis on various input types.

How do I build teachable frameworks from raw notes and URLs?

To build teachable frameworks from raw notes and URLs, the skill synthesizes extracted information into reusable, understandable structures, transforming unstructured inputs into organized frameworks.