analyze-document

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

10|1|Updated Nov 18, 2025

Search Tags:#insights #analyze #document #takeaways #deep-reading #structured-analysis #tensions

Ready to run

npx skills add https://github.com/martinrojas/ai-scratchpad --skill analyze-document

💬 Prompt for ChatGPT / Claude Chat▼

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.