prompt-builder

Improve AI prompts for clarity and alignment with user intent.

Updated Jun 5, 2026
One-click install
npx skills add https://github.com/cody-hutson/pmo-platform --skill prompt-builder-cody-hutson
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prompt-builder
Source: https://github.com/cody-hutson/pmo-platform/tree/main/core/skills/prompt-builder
Command: npx skills add https://github.com/cody-hutson/pmo-platform --skill prompt-builder-cody-hutson

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires Anthropic, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of creating clear, effective prompts for AI models, ensuring that the output is aligned with the user's intent.

Core Features & Use Cases

  • Prompt Improvement: Enhance existing prompts for better AI model performance.
  • Mode Detection: Automatically identify the mode of the prompt (e.g., critique, interview) and tailor the response accordingly.
  • Live Research: Incorporates the latest Anthropic prompting guidance to ensure relevance and effectiveness.
  • Target Type Specific: Generates prompts tailored for different use cases like everyday Claude prompts, SKILL.md bodies, skill descriptions, or agent/system prompts.
  • Critique and Rewrite: Provides both a critique of the original prompt and a rewritten version for improved output.
  • Quality Bar: Ensures prompts are concise, specific, and tailored to the intended use case.

Quick Start

Use the prompt-builder skill to improve the following draft prompt: "Summarize this meeting and highlight key points."

Frequently Asked Questions about prompt-builder

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

FAQPage Schema
How do I improve prompts for AI models to get better output alignment?

To improve prompts for AI models, this Skill provides a critique of your original text and rewrites it for enhanced clarity and alignment with your intent. It ensures the revised prompt is concise, specific, and tailored to your intended use case.

What is the best way to write a SKILL.md body for Anthropic models?

The best way to write a SKILL.md body is to use a prompt builder that integrates live Anthropic prompting guidance. This ensures the generated system prompt meets the specific quality bar required for optimal AI model performance and task execution.

Can I automatically detect and adjust the mode of a prompt for different use cases?

Yes, you can automatically detect the mode of a prompt, such as interview or critique, and tailor the response accordingly. This mode detection feature tailors the generated prompt structure to fit the specific interaction style required by your use case.

Do I need to understand prompt engineering principles to use a prompt improvement tool?

Yes, understanding prompt engineering principles is required to effectively use this prompt improvement tool. This prerequisite knowledge helps you evaluate the provided critique and apply the rewritten prompt for optimal AI model performance.

How does live Anthropic guidance enhance prompt engineering for everyday Claude?

Live Anthropic guidance enhances prompt engineering by incorporating the latest prompting recommendations directly into the critique and rewrite process. This ensures the prompts generated for everyday Claude are highly relevant and effective for current model capabilities.

Why does my AI model output not align with my original prompt intent?

Your AI model output may not align with your prompt intent due to a lack of clarity, specificity, or proper mode detection in the original prompt. Using a prompt builder to critique and rewrite your draft ensures it meets a strict quality bar for better results.