One-click install
npx skills add https://github.com/hhx465453939/Claude_skill_pool --skill extract-hhx465453939
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: extract
Source: https://github.com/hhx465453939/Claude_skill_pool/tree/main/skills.gemini/extract
Command: npx skills add https://github.com/hhx465453939/Claude_skill_pool --skill extract-hhx465453939

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of reverse-engineering research methodologies from existing in-depth documents, transforming implicit research knowledge into reusable frameworks and prompt templates.

Core Features & Use Cases

  • Methodology Extraction: Identifies and structures core analytical frameworks (macro, asset classification, driver logic, validation, risk, expert opinions) from research reports.
  • Template Generation: Creates reusable templates for each dimension of the research framework and generates ready-to-use Agent prompt templates.
  • Use Case: After completing a deep dive into a specific market, use this Skill to extract the underlying research methodology, allowing you to quickly apply the same analytical rigor to future market studies.

Quick Start

Extract the research methodology framework from the document 'market_analysis_report.md'.

Frequently Asked Questions about extract

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

FAQPage Schema
How do I extract a research methodology framework from an existing document?

To extract a research methodology framework from a document, you need a tool that reverse-engineers implicit analytical knowledge by identifying core dimensions like macro drivers and risk validation, then structuring them into reusable templates.

Can I generate reusable prompt templates from my market analysis reports?

Yes, you can generate reusable prompt templates from market analysis reports by parameterizing the extracted analytical frameworks, which transforms implicit research logic into ready-to-use Agent prompt templates for future studies.

What is framework extraction and how does it apply to knowledge management?

Framework extraction is the process of reverse-engineering research methodologies from in-depth documents to standardize knowledge management, allowing you to capture underlying analytical structures and apply them to future research tasks.

How to standardize research methodology across multiple market studies?

To standardize research methodology across multiple market studies, extract core analytical dimensions such as asset classification, driver logic, and expert opinions from a completed report, then apply the parameterized template to future analyses.

Does this methodology extraction approach work for AI agent prompt engineering?

Yes, this approach works for AI agent prompt engineering by structuring the extracted analytical frameworks into parameterized templates, enabling agents to consistently apply rigorous research methodology to analytical tasks.

What are the limitations of extracting analytical frameworks from research documents?

The limitations of extracting analytical frameworks include the requirement for in-depth, structured source documents to analyze; without clear core dimensions like driver logic and validation, the extracted templates may lack analytical rigor.