When should I use Path B (React)?

Use Path B for web application interfaces that require portable, props-based React components styled with Tailwind CSS.

What is the 'Show Don't Tell' philosophy?

It is a methodology that prioritizes building and running functional code immediately over writing long explanations, asking permission, or outlining architectural designs.

When should I use Path A (Streamlit)?

Use Path A for data science, financial tools, and analytical projects where you need a running app to interact with data and calculations quickly.

How does this skill handle project iteration?

Once code is run, the user provides feedback on the visual result. The skill then modifies the code and prompts a refresh, creating a tight loop of continuous improvement.

Rapid Implementation & Preview

Name: Rapid Implementation & Preview
Author: CinderZhang

byCinderZhang

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Data Science & ML

Builds and runs code sections immediately to provide instant visual feedback without unnecessary explanation.

About

This skill automates the transition from design to functional code using a 'Show Don't Tell' philosophy. It enables Claude to bypass lengthy explanations and proceed directly to building and running working prototypes, specifically optimized for quantitative financial tools via Streamlit or web UI components via React. It is a core component of the DRIVER methodology, designed for developers who want to iterate rapidly based on live results and interactive feedback loops rather than static documentation.

Key Features

Rapid generation of props-based React components with Tailwind CSS support
Proactive project organization for scaling prototypes into production
Visual iteration loop for immediate feedback and code adjustments
Instant execution of Streamlit apps for quantitative and analytical tools
Automatic separation of core calculation logic from UI components
2 GitHub stars

Use Cases

Rapidly iterating on complex data visualizations and analytical models
Prototyping responsive React UI components within a live development environment
Building interactive financial dashboards and quantitative analysis tools

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add cinderzhang/driver-plugin implement-screen

For use in Claude.ai and ChatGPT

Download Skill

GitHub