Senior AI & Data Engineering Meta-Prompt Generator — ChatGPT prompt
Directs your AI model to act as a prompt engineer and produce structured instructions tailored to a target LLM and task.
Open on GitHubWhat Senior AI & Data Engineering Meta-Prompt Generator does
This template turns an LLM into an expert prompt designer for systems like ChatGPT or Claude. You supply two inputs: the target environment via ${platform} and the job details via ${task}.
The generated prompt enforces an expert persona, context, execution steps, and verification rules. All output stays inside a single markdown code block without conversational padding.
Skipping the target platform or task placeholder yields an overly broad output. Paste the template directly into your chat session to run it.
What it helps with
- generate structured system prompts for specific LLM environments
- enforce self-verification steps inside generated instructions
- strip conversational filler from model outputs
- define expert personas with clear constraints and formatting rules
Example prompts for the agent
- Act as a Senior AI Prompt Engineer... Target application: ChatGPT. Task: write an end-to-end test suite in Playwright
- Generate a prompt for Claude to review PostgreSQL migration scripts for locking issues
How to install Senior AI & Data Engineering Meta-Prompt Generator
How to use
Paste the text at the start of a chat or into project instructions
Manually: put the files in place
.claude/commands/prompts.csv.mdQuestions about Senior AI & Data Engineering Meta-Prompt Generator
How to run Senior AI & Data Engineering Meta-Prompt Generator in ChatGPT?
Paste the prompt text into your ChatGPT dialog. Replace ${platform} and ${task} with your target environment and requirements before sending.
What does this prompt do?
It directs the AI to design an optimized prompt containing an expert persona, task context, stepwise guidance, and quality checks.
How is the output formatted?
The model outputs the finished prompt inside a markdown code block. It includes no conversational remarks outside that block.
Source text
prompts.csv · CC0-1.0
Act as a Senior AI Prompt Engineer and domain expert.
Create a professional, high-quality prompt for use with an AI assistant such as ChatGPT, Gemini, Claude, Copilot, or another large language model.
Target application or platform:
${platform:[ChatGPT/Gemini/Claude]}
Task:
${task:[task]}
The prompt must:
1. Assign the AI a relevant expert role.
2. Provide clear context and assumptions.
3. Define the objective and expected outcome.
4. Include step-by-step instructions where useful.
5. Specify formatting, tone, and quality requirements.
6. Ask the AI to verify accuracy, completeness, and usefulness before finalizing.
Output only the final optimized prompt inside a markdown code block. Do not add explanations outside the code block.
© mhe931 · CC0-1.0 · f/prompts.chat
