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Senior AI & Data Engineering Meta-Prompt Generator

Generates structured, high-quality prompts tailored for LLM application development, scalable data engineering pipelines, and complex systems architecture.

D
@mhe931
about 6 hours agoOctober 30, 2026 at 03:52 PM
Coding•AI ToolsLLMPrompt EngineeringSystem Prompt
Role Prompting

Content

Variables
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: 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.

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Prompt Engineering Expert

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This skill equips Claude with deep expertise in prompt engineering, custom instructions design, and prompt optimization. It provides comprehensive guidance on crafting effective AI prompts, designing agent instructions, and iteratively improving prompt performance.

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Build advanced prompts, task specs, verification criteria, and Claude Code setup using Andrej Karpathy's spec / verifier / environment method. Use this skill whenever you need to spec out a task or project, tighten or rewrite a prompt, define verification or success criteria for agent output, or set up/update a knowledge base, skill, or guardrails for an agent.

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