What is the PRECISE framework used in this skill?

PRECISE stands for Persona, Requirements, Examples, Context, Instructions, Specifications, and Evaluation. It is a structured methodology used to ensure every prompt provides the AI with enough detail to succeed.

Can I save the expanded prompts for future use?

Yes, after expanding a prompt, the skill offers a 'Save' option which automatically stores the optimized prompt in a .prompts/ directory within your current project.

How do I invoke the Prompt Expander skill?

You can trigger the skill by using keywords like 'coggle', 'expand', 'improve prompt', or 'make better' followed by your draft prompt.

Which AI platforms does Prompt Expander support?

It supports a wide range of platforms including text-based AI (Claude, GPT, Gemini, Grok), image generators (Midjourney, DALL-E, Flux), video tools (Sora, Runway), and research engines like Perplexity.

Prompt Expander

Name: Prompt Expander
Author: lisaross

bylisaross

0•

Productivity & Workflow

Expands vague prompts into precise, platform-optimized instructions using the PRECISE framework across text, image, and video AI.

Prompt Expander is a specialized utility designed to bridge the gap between human intent and AI performance within your development environment. By analyzing context clues, the skill automatically detects your target platform—whether it is Claude, GPT, Midjourney, or Sora—and applies the structured PRECISE framework to build a comprehensive prompt. This skill eliminates ambiguity, adds necessary constraints, and ensures your instructions follow platform-specific best practices, significantly improving the quality and reliability of AI-generated results while reducing the need for repetitive prompting.

Key Features

01Cross-platform detection for over 10 major AI models and generators

02Built-in templates for reasoning, coding, research, and visual generation

03Automatic anti-pattern detection to fix vague verbs and unstated assumptions

04Direct integration for running, saving, or refining expanded prompts

050 GitHub stars

06Application of the PRECISE framework (Persona, Requirements, Examples, Context, etc.)

Use Cases

01Transforming simple coding requests into detailed technical specifications for Claude or Copilot

02Structuring complex research queries to ensure high-quality citations in Perplexity

03Generating cinematic, parameter-rich prompts for high-end image models like Midjourney and Flux

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lisaross/coggle prompt-expander

For use in Claude.ai and ChatGPT