prism-refract

Generate structured refraction plans to improve AI prompt clarity.

2|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/CraigHutchinson/Prism --skill prism-refract
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: prism-refract
Source: https://github.com/CraigHutchinson/Prism/tree/main/.claude/skills/prism-refract
Command: npx skills add https://github.com/CraigHutchinson/Prism --skill prism-refract

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill enhances AI prompts by creating structured refraction plans, leading to clearer, more effective outputs.

Core Features & Use Cases

  • Refraction Planning: Develops a detailed plan to improve the structure of AI prompts.
  • Internal Sub-skill: Used by the main Prism skill for /prism improve commands, not directly user-invocable.
  • Use Case: When a user's prompt is complex or unclear, Prism Refract helps break down the prompt into manageable steps and provides a structured output.

Quick Start

Run the main Prism command: /prism improve

Frequently Asked Questions about prism-refract

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

FAQPage Schema
How do I improve AI prompts using structured refraction planning?

Refraction planning improves AI prompts by generating a structured plan that breaks down complex inputs into manageable steps, using XML tagging guidance to enhance output clarity and effectiveness.

What is the best way to structure complex AI prompts for clearer outputs?

Structuring complex AI prompts is best handled by generating a detailed refraction plan that isolates the context and applies XML tagging, ensuring the prompt's instructions are unambiguous and effectively processed.

How do I use XML tagging to enhance prompt engineering workflows?

XML tagging enhances prompt engineering workflows by providing a structured format for refraction plans, which helps separate instructions, context, and output constraints within a forked context to maintain isolation.

Can I invoke prism-refract directly to automate prompt refinement?

You cannot invoke prism-refract directly because it operates as an internal sub-skill. To automate prompt refinement, you run the main Prism command, which utilizes this sub-skill within a forked context.

When do I need a refraction plan for my AI prompts?

You need a refraction plan when your AI prompt is complex or unclear, as it helps break down the prompt into manageable steps and provides structured output to maintain context isolation during processing.