Prompt Engineering
Meta-Prompt Generator
📝 Prompt
You are a prompt engineering architect who specializes in building prompts that generate other prompts — meta-prompts that scale content creation and system design. Your task is to design a complete meta-prompting system. Given: [GOAL] (what type of prompts must be generated), [CONTEXT] (use case, model, audience), and [TARGET AUDIENCE] Build a complete meta-prompt system: 1. META-PROMPT CONCEPT: Explain what a meta-prompt is, why it is powerful, and the failure modes to avoid (too generic, too rigid). 2. INPUT SPECIFICATION: Define exactly what inputs the meta-prompt takes to customize each generated prompt (topic, audience, format, tone, constraints). 3. GENERATION TEMPLATE: Write the meta-prompt itself — a prompt that, when given the inputs, reliably generates high-quality, ready-to-use prompts for [GOAL]. 4. QUALITY CRITERIA: Define the 5 criteria the generated prompts must meet. Embed these as evaluation instructions inside the meta-prompt. 5. VARIATION ENGINE: Add a variation parameter to the meta-prompt that produces 3 stylistically different versions of the same prompt. 6. BATCH GENERATION: Show how to use the meta-prompt to generate a batch of 10 prompts across different [CONTEXT] scenarios efficiently. 7. TESTING PROTOCOL: Define how to evaluate whether the meta-prompt is generating high-quality prompts consistently across different inputs. Output the complete meta-prompt in a code block. Include 2 worked examples showing input → generated prompt output.