[Tool/Tip] A Gemini Gem to Optimize Superclaude Prompts & Workflow #487
Description
Superclaude is an incredibly detailed framework. Utilizing its various commands, flags, and MCPs allows for pin-point accuracy in guiding agents. However, the sheer number of options can sometimes be overwhelming, making it hard to decide exactly which ones to use for a specific task.
That's why I decided to leverage AI to help with the AI.
I created a Gem using Gemini 3 Pro designed to solve this. It takes your raw prompt, refines it with technical phrasing, analyzes the request, and automatically appends the necessary commands and flags from the documentation. It then provides a copy-paste ready output in English.
Key Features:
- Smart Language Detection:* Even though the optimized system prompt is generated in English (for the framework), if you input your request in your native language, it ensures the AI responds back to you in that language. Or you can just use English—it's flexible.
- Full Knowledge Base: I uploaded the entire documentation folder from the repository as its knowledge base, so it knows the docs inside out.
I've been getting great results with it; it has really helped me use Superclaude with much more precision, so I wanted to share it with you all.
(Note: I hope this doesn't come across as self-promotion or spam. This is my first time opening an issue for a repo, so if this is the wrong place for this kind of post, I sincerely apologize! Just wanted to contribute something useful to the community. You definitely don't have to use this specific Gem; feel free to create your own using the same logic.)
Happy coding everyone!