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ckelsoeckelsoeCommunity·1 Agent Skills Included

claude-skill-prompt-architect

Transforms vague prompts into structured, high-quality instructions

Analyzes weak prompts and rewrites them using 31 proven frameworks across 7 intent categories. Scores clarity, specificity, context, completeness, and structure so you can see exactly what improved. Asks targeted questions to fill gaps instead of guessing, then delivers a ready-to-paste prompt. Works with Claude Code, ChatGPT, Gemini CLI, Cursor, Copilot, and other compatible tools.
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npx skills add ckelsoe/claude-skill-prompt-architect --all -g -y

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ckelsoeckelsoe

prompt-architect

Analyze user prompts, ask clarifying questions, and apply a suitable framework to refine them for Claude.

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Frequently Asked Questions

FAQPage Schema
How to install Prompt Architect?▼

Run `npx skills add ckelsoe/claude-skill-prompt-architect --all -g -y` in your terminal to install it globally for your agent.

How to improve a vague prompt?▼

Paste your draft prompt and the skill scores it on five quality dimensions, picks the right framework, asks a few clarifying questions, and returns a polished version ready to copy.

Which prompt frameworks does it support?▼

It covers 31 frameworks including CO-STAR, RISEN, Chain of Thought, Tree of Thought, Self-Refine, and ReAct, grouped by intent such as create, transform, reason, and critique.

Does Prompt Architect work with ChatGPT and Cursor?▼

Yes. It follows the universal SKILL.md standard and runs in Claude Code, ChatGPT, Gemini CLI, Cursor, Copilot, Codex, and other compatible tools.

Can beginners use Prompt Architect without prompt engineering knowledge?▼

Yes. You just describe what you want in plain language and it handles framework selection, gap-filling questions, and structured rewriting for you.

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