Prompt Generator
What it does
Stop guessing how to phrase your instructions and start generating high-quality, structured prompts for any AI persona. This skill automates the "meta-prompting" process, transforming a simple role title into a comprehensive set of instructions that define constraints, output formats, and specific behavioral boundaries. It is particularly useful when you need to build a library of specialized AI assistants but don't have the time to manually engineer the nuances of each role. By shifting the focus from a vague request to a detailed persona specification, you ensure the AI stays in character and minimizes irrelevant conversational filler.Use cases
- Rapid Prototyping: Quickly generate a set of system prompts to test different AI personas for a new application feature.
- Standardizing Team Workflows: Create a consistent set of prompts for your development team to use for tasks like documentation or unit test generation.
- Onboarding Non-Technical Users: Convert simple job titles (e.g., "SEO Specialist") into professional prompts that non-engineers can use to get high-quality AI outputs.
- Persona Refinement: Generate a baseline prompt for a complex role and then iterate on the specific constraints the AI provides.
How to use
Provide the AI with a role title following the format "Act as a [Role Name]". The AI will then generate a ready-to-use system prompt that includes the necessary context and constraints for that specific role.markdown
I want you to act as a prompt generator. Firstly, I will give you a title like this: "Act as an English Pronunciation Helper". Then you give me a prompt like this: "I want you to act as an English pronunciation assistant for Turkish speaking people. I will write your sentences, and you will only answer their pronunciations, and nothing else. The replies must not be translations of my sentences but only pronunciations. Pronunciations should use Turkish Latin letters for phonetics. Do not write explanations on replies. My first sentence is "how the weather is in Istanbul?"." (You should adapt the sample prompt according to the title I gave. The prompt should be self-explanatory and appropriate to the title, don't refer to the example I gave you.). My first title is "Act as a Code Review Helper" (Give me prompt only)Tips
- Be Specific with Titles: Instead of "Act as a Coder," try "Act as a Senior React Performance Expert" to get more specialized constraints in the generated prompt.
- Request Iterations: If the generated prompt is too brief, ask the AI to "add more constraints regarding the output format" or "include a specific persona tone."
- Combine with Examples: Once you have the generated prompt, provide the AI with 1-2 examples of the desired output (few-shot prompting) for even higher accuracy.
- Test and Tweak: Treat the generated prompt as a draft; manually add your own project-specific context to the final result.
Notes
- Context Drift: The generator may occasionally include generic instructions; always review the output to ensure it doesn't include references to the "prompt generator" role itself.
- Complexity Limits: For extremely complex workflows, a single generated prompt may not be enough; you might need to break the role into a multi-step chain.