claude-skill-prompt-architect

🥈Silver

Claude Code skill that transforms vague prompts into structured, expert-level prompts using 7 research-backed frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD)

11400Updated 2mo ago

Intermediate30min to implementautomation

Saves ~40 min per use

Quick InstallView Source

git clone https://github.com/ckelsoe/claude-skill-prompt-architect.git

Works with:

Claude

Overview

About This Skill

Prompt Architect elevates your AI agent interactions by systematically transforming incomplete prompts into expert-level, structured prompts. The skill analyzes prompts across five quality dimensions (clarity, specificity, context, completeness, structure), recommends the best framework from 27 research-backed options across 7 intent categories, and guides you through targeted clarifying questions. It works seamlessly with Claude Code, Cursor, ChatGPT, Gemini CLI, GitHub Copilot, and 30+ compatible AI tools, making it essential for developers, prompt engineers, and teams seeking consistent, high-quality prompt engineering.

How to Use

Run `npx @ckelsoe/prompt-architect` to launch the interactive installer, which detects your AI agents and installs the skill across compatible tools. Provide your vague prompt, and the skill will analyze it, recommend frameworks, ask clarifying questions, and generate a structured, expert-level version.

Use Cases

Refining vague coding requests into detailed, structured prompts for AI agents

Optimizing content creation prompts with CO-STAR framework for business blogs

Structuring multi-step process prompts with RISEN framework

Improving data analysis prompts using RISE-IE for consistent outputs

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/ckelsoe/claude-skill-prompt-architect

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Transform this vague prompt into a structured, expert-level prompt using one of the 7 frameworks (CO-STAR, RISEN, RISE, TIDD-EC, RTF, CoT, CoD): '[VAGUE_PROMPT]'. The prompt should be specific to [COMPANY] in the [INDUSTRY] sector, using [DATA] as a reference. Ensure the output is actionable and optimized for AI tools.

Example Output

# Structured Prompt Using CO-STAR Framework

**Context**: [COMPANY] is a mid-sized tech firm in the [INDUSTRY] sector looking to optimize its customer support workflow.

**Objective**: Improve response times and customer satisfaction scores by 20% within the next quarter.

**Specify**: Utilize the existing [DATA] on customer interactions and support ticket trends.

**Task**: Develop a step-by-step plan to implement a new AI-driven support system that integrates with current CRM tools.

**Audience**: The plan should be tailored for the IT and customer support teams, with clear roles and responsibilities.

**Requirements**: The solution must comply with GDPR regulations and be scalable for future growth.