Why does DRIVER recommend Python over TypeScript for quant work?

DRIVER favors Python for quantitative work due to its superior ecosystem for vectorized calculations (NumPy/Pandas) and simpler deployment for data-heavy apps using tools like Streamlit.

What is the DRIVER methodology?

DRIVER is a six-stage framework (Define, Represent, Implement, Validate, Evolve, Reflect) specifically designed for building finance and quantitative analysis tools using AI assistance.

How does the help skill assist in development?

It provides an overview of the entire framework, lists available commands, and offers best-practice guidance on tech stacks and philosophy.

What is the 'Cognition Mate' philosophy?

It is the core principle that AI is a thinking partner where the user brings domain expertise and the AI brings patterns, resulting in collaborative achievement rather than a transactional command relationship.

When should I use the /driver:help command?

Use it whenever you need to understand the next step in your project, check available commands, or review the fundamental 'Iron Laws' of the methodology.

DRIVER Methodology Guide

Name: DRIVER Methodology Guide
Author: CinderZhang

byCinderZhang

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数据科学与机器学习

Provides a comprehensive overview and navigation for the DRIVER methodology used in AI-augmented finance and quantitative development.

关于

This skill serves as the central knowledge hub for the DRIVER framework, a structured six-stage methodology (Define, Represent, Implement, Validate, Evolve, Reflect) designed to streamline the creation of financial tools and quantitative analysis scripts. It explains the 'Cognition Mate' philosophy—treating AI as a collaborative partner rather than a simple tool—while offering guidance on recommended Python stacks, key concepts like 'Parallel Research,' and a directory of all available /driver commands to help users maintain momentum throughout the development lifecycle.

主要功能

Details specific 'Iron Laws' for each stage to ensure project quality
2 GitHub stars
Explains the six-stage DRIVER methodology for structured development
Offers best-practice recommendations for financial and quantitative tech stacks
Provides a comprehensive directory of all available /driver commands
Outlines core philosophies like 'Parallel Research' and 'Show Don't Tell'

使用场景

Learning how to structure a new quantitative finance project with AI assistance
Understanding technical requirements and recommended libraries for financial data analysis
Finding the correct /driver command for a specific stage of development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cinderzhang/driver-plugin help

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于