A Claude CoWork plugin for the MPM team that transforms rough requests into precise, well-structured prompts — getting dramatically better results from Claude with less trial and error.
## What It Does
When you have an idea but aren't sure how to ask Claude for it, the Prompt Optimizer steps in. It:
1.**Asks how experienced you are** with Claude prompting — and calibrates how many questions it asks based on your answer (beginners get more guidance; advanced users get a faster, lighter-touch experience)
2.**Interviews you** with just the right questions to fill in what's missing — audience, context, format, constraints
3.**Automatically selects the right skills** — if you need a Word doc, it invokes the docx skill; a presentation, the pptx skill; branded content, the MPM brand voice skill — all woven in naturally
4.**Shows you the optimized prompt** for review before running anything, with a clear explanation of what was improved
5.**Saves the optimized prompt** as a downloadable `.md` file so you can reuse it anytime
6.**Executes immediately** once you approve
## How to Use It
Just say any of the following:
- "Optimize this prompt: [your rough idea]"
- "Help me ask this better: [your request]"
- "I'm not getting what I want from Claude — help me improve my prompt"
-`display-catalog:display-catalog` — MPM product specs (preferred source; falls back to Odoo)
## Important: MPM Product Specs
MPM manufactures all its own displays. The optimizer will never direct Claude to search the web for MPM product specifications — all spec lookups use internal sources only (Display Catalog skill or Odoo).
## Installation
Install via the Plugins panel in Claude CoWork.
## Repository Structure
```
prompt-optimizer/
├── .claude-plugin/
│ └── plugin.json # Plugin manifest
├── skills/
│ └── optimize-prompt/
│ ├── SKILL.md # Main skill — full optimization workflow
│ └── references/
│ ├── optimization-guide.md # Prompt writing best practices & examples
