Prompt Architect

Converts vague user requests into structured development prompts through scenario options and refinement questions.

Updated Jan 16, 2026
One-click install
npx skills add https://github.com/dudqks0319-cpu/antigravity-skills --skill prompt-architect-dudqks0319-cpu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Prompt Architect
Source: https://github.com/dudqks0319-cpu/antigravity-skills/tree/main/prompt-architect
Command: npx skills add https://github.com/dudqks0319-cpu/antigravity-skills --skill prompt-architect-dudqks0319-cpu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Non-technical users often submit vague requests like "build me a website" without specifying tech stacks, design styles, or features, leading to mismatched results. This Skill bridges that gap by interviewing the user and producing a professional-grade development prompt. ## Core Features & Use Cases - Scenario Proposal: Analyzes ambiguous requests and presents three concrete options with distinct tech stacks (e.g., React + TailwindCSS, Next.js, Python Streamlit) and design directions. - Fine-tuning Questions: Narrows down details such as color schemes, required features, and target users through 2-3 follow-up questions. - Final Prompt Generation: Composes a complete, developer-ready prompt that the user can approve before actual development begins. - Use Case: A user says "make me an app." The Skill offers startup-style, corporate, and dashboard scenarios, asks about colors and features, then outputs a full prompt specifying React, dark mode, typing animations, and scroll fade-in effects. ## Quick Start Ask the assistant to help turn your rough app or website idea into a detailed development prompt by choosing from proposed options.

Frequently Asked Questions about Prompt Architect

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

FAQPage Schema
How do I turn a vague app idea into a development prompt?▼

Submit your rough idea and the Skill proposes three concrete scenarios with different tech stacks and design styles. After you pick one and answer a few detail questions, it generates a complete developer-ready prompt.

What tech stacks does prompt refinement suggest for websites?▼

Suggested stacks include React with Vite and TailwindCSS for trendy animated sites, vanilla HTML/CSS or Next.js for clean corporate pages, and Python Streamlit or Vue.js for data-centric dashboards.

When does the prompt refinement workflow activate?▼

It activates when a request is only one or two sentences long, or when the request lacks a specified tech stack, design style, or concrete feature list. Fully specified requests skip the refinement steps.

Can I use this if I already know my tech stack?▼

If your request already includes the stack, design direction, and features, the clarification workflow adds little value. It is designed for users without development knowledge who need guided specification.

Does the Skill write code after generating the prompt?▼

The Skill only produces the refined prompt. Actual development begins after you approve the generated prompt, at which point the assistant proceeds with implementation based on that specification.