extract

Extract research methodologies and analytical frameworks into reusable prompt templates.

6|1|Updated Jul 1, 2026
One-click install
npx skills add https://github.com/PancrePal-xiaoyibao/VitaForge --skill extract-pancrepal-xiaoyibao
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: extract
Source: https://github.com/PancrePal-xiaoyibao/VitaForge/tree/main/.gemini/skills/extract
Command: npx skills add https://github.com/PancrePal-xiaoyibao/VitaForge --skill extract-pancrepal-xiaoyibao

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill solves the problem of knowledge fragmentation in research by abstracting complex, one-off research reports into structured, reusable methodological frameworks and prompt templates.

Core Features & Use Cases

  • Methodology Extraction: Automatically identifies and extracts the core logic (macro-analysis, asset classification, validation, risk assessment) from deep-dive research documents.
  • Template Generation: Converts extracted logic into standardized, parameterizable Markdown templates for future research.
  • Use Case: If you have a high-quality investment research report, this skill extracts the underlying "how-to-think" framework, allowing you to apply the same analytical rigor to new topics or future time periods.

Quick Start

Use the extract skill to analyze the research report located at path/to/report.md and generate a reusable methodology framework.

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 from an unstructured document?

Extracting a research methodology involves identifying core analytical logic such as macro-trends, asset classification, and risk assessment from unstructured documents, converting implicit expertise into explicit, parameterizable frameworks.

What is a parameterizable prompt template for research analysis?

A parameterizable prompt template is a standardized Markdown framework generated from extracted research logic, allowing you to apply the same analytical rigor to new topics or future time periods in AI-driven workflows.

How do I convert implicit research expertise into reusable knowledge assets?

You convert implicit research expertise into reusable knowledge assets by abstracting complex, one-off reports into structured methodological frameworks and standardized prompt templates for future use.

Can I use this to generate templates for macro-trends and asset classification?

Yes, you can generate templates for macro-trends and asset classification, as the skill supports structural analysis to extract the underlying how-to-think frameworks from deep-dive research documents.

What is the best way to reverse-engineer an investment research report framework?

The best way to reverse-engineer an investment research report framework is to process the document to extract its analytical logic, transforming it into a reusable Markdown template for future research workflows.