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

Productivity & Workflow

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

About

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

Cross-platform detection for over 10 major AI models and generators
Built-in templates for reasoning, coding, research, and visual generation
Automatic anti-pattern detection to fix vague verbs and unstated assumptions
Direct integration for running, saving, or refining expanded prompts
0 GitHub stars
Application of the PRECISE framework (Persona, Requirements, Examples, Context, etc.)

Use Cases

Transforming simple coding requests into detailed technical specifications for Claude or Copilot
Structuring complex research queries to ensure high-quality citations in Perplexity
Generating cinematic, parameter-rich prompts for high-end image models like Midjourney and Flux

About

Key Features

Cross-platform detection for over 10 major AI models and generators
Built-in templates for reasoning, coding, research, and visual generation
Automatic anti-pattern detection to fix vague verbs and unstated assumptions
Direct integration for running, saving, or refining expanded prompts
0 GitHub stars
Application of the PRECISE framework (Persona, Requirements, Examples, Context, etc.)

Use Cases

Transforming simple coding requests into detailed technical specifications for Claude or Copilot
Structuring complex research queries to ensure high-quality citations in Perplexity
Generating cinematic, parameter-rich prompts for high-end image models like Midjourney and Flux