analyze_external

Analyze external code, documents, media, and web data to extract structured insights.

1|Updated Dec 17, 2025
One-click install
npx skills add https://github.com/tatsuki-washimi/gwexpy --skill analyze-external
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: analyze_external
Source: https://github.com/tatsuki-washimi/gwexpy/tree/main/.agent/skills/analyze_external
Command: npx skills add https://github.com/tatsuki-washimi/gwexpy --skill analyze-external

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

External sources such as codebases, PDFs/Office documents, media files, and web information are rich but noisy. This skill provides a unified workflow to analyze, summarize, and map these disparate sources into actionable insights for projects and research.

Core Features & Use Cases

  • Cross-domain analysis: Inspect external code, documents, media, and web content to extract structure, key concepts, and relevance.
  • Summarization & mapping: Generate concise summaries and lineage mappings linking external sources to project tasks.
  • Use Case: A software team reviews a third-party library's code, documentation, and tutorials to decide integration feasibility and risk.

Quick Start

Analyze all external sources related to the current project and return a concise risk assessment with recommended next steps.

Frequently Asked Questions about analyze_external

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

FAQPage Schema
How do I analyze external codebases and documents for integration risk assessment?

Analyzing external codebases involves extracting structure, key concepts, and relevance from code, documents, media, and web data. This skill synthesizes these disparate sources into concise summaries and lineage mappings to evaluate integration feasibility and risk.

What is the best way to summarize external media files and web content for a research project?

The best way to summarize external media files and web content is using a unified workflow that maps disparate sources into actionable insights. This skill extracts key concepts and relevance to generate concise summaries linking external sources to project tasks.

Can I use a single tool to extract insights from both external code and PDF documents?

Yes, this skill provides a unified workflow to extract insights from both external code and PDF or Office documents. It handles cross-domain analysis to summarize and map these disparate external sources into actionable project insights.

Does this external source analysis tool require specific components for handling web data and media?

Yes, analyzing external sources requires modular analysis components specifically for code, documents, media, and web content. This skill uses these components to ensure safe handling of external data and clear referencing during the extraction process.

When do I need to map external sources to project tasks for due diligence?

You need to map external sources to project tasks during due diligence when evaluating third-party assets like libraries or tutorials. This skill generates lineage mappings that link external sources directly to project tasks for risk assessment.