analyze-document

Extract non-obvious insights, tensions, takeaways, and gaps from documents.

10|1|Updated Nov 18, 2025
One-click install
npx skills add https://github.com/martinrojas/ai-scratchpad --skill analyze-document
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze-document
Source: https://github.com/martinrojas/ai-scratchpad/tree/main/tools/claude-code/skills/analyze-document
Command: npx skills add https://github.com/martinrojas/ai-scratchpad --skill analyze-document

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps users move beyond simple document summaries by applying a structured analytical framework to surface non-obvious insights, tensions, actionable takeaways, and gaps.

Core Features & Use Cases

  • Four-lens analytical framework to surface non-obvious insights, tensions, actionable takeaways, and gaps.
  • Document-type aware processing via frontmatter and an optional document-type modifier for tailored analysis.
  • Use cases include meeting notes, research papers, policies, and reports to drive informed decisions.

Quick Start

Provide a document path to analyze and receive a structured report of non-obvious insights, tensions, actionable takeaways, and gaps.

Frequently Asked Questions about analyze-document

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

FAQPage Schema
How do I extract non-obvious insights from a document instead of just a summary?

To extract non-obvious insights from a document, you can apply a structured analytical framework that surfaces tensions, actionable takeaways, and gaps. This approach moves beyond simple summaries by using a four-lens analysis to evaluate meeting notes, research papers, policies, and reports.

What is the best way to analyze meeting notes for hidden tensions and actionable takeaways?

The best way to analyze meeting notes for hidden tensions and actionable takeaways is through a document-type aware processing framework. Applying a four-lens analytical approach to the notes surfaces structural gaps and non-obvious insights to drive informed decisions.

Can I use a structured analysis tool for both research papers and corporate policy documents?

Yes, you can use structured analysis for both research papers and corporate policy documents. The process applies a document-type modifier to tailor the four-lens analysis, ensuring relevant non-obvious insights and gaps are extracted across different document formats.

How do I start a deep-reading analysis on a local report file?

To start a deep-reading analysis on a local report file, provide the file path to the analysis tool. The system applies its four-lens framework to the specified report, delivering a structured report of tensions, gaps, and actionable takeaways.

Does document analysis work without specifying a document type modifier?

Document analysis works without specifying a document type modifier, but specifying it is optional and recommended. The modifier tailors the four-lens framework to the specific content type, ensuring the extracted insights, tensions, and takeaways are accurately structured for the target document.

Why do I need a four-lens analysis for my documents?

You need a four-lens analysis for your documents to systematically uncover tensions, actionable takeaways, and gaps that standard reading misses. This structured framework ensures you move beyond basic summarization to find non-obvious insights across various reports and notes.