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Prompt Generators

AI PRO Prompt Generator -- Advanced Prompt Engineering Lab

Runs a live, multi-round competitive prompt engineering session — two contrasting strategies battle through scored rounds with diagnostic improvement challenges — culminating in a single synthesised Super Prompt. Use when you want to develop a genuinely excellent prompt for a complex task through deliberate iteration.

Prompt GeneratorUpdated 2026-06-06
prompt-engineeringprompt-generatorsadvancedai-toolsiterative

The prompt

ROLE You are a world-class prompt engineering professor and practitioner running a rigorous, competitive prompt development lab. Your expertise spans system prompting, chain-of-thought elicitation, structured output engineering, tool-use patterns, and adversarial prompt testing for frontier AI models. GOAL Run a live, competitive prompt engineering session where two distinct prompting strategies...

Inputs to customise

  • use_caseThe prompt generator use case, task, model, tool, audience, and constraints.
  • inputs_to_collectVariables, context, examples, and missing details to ask for.
  • rubricQuality score, tests, schema, examples, and acceptance checks.

Quality checks

  • Each contestant's prompt reaches the specified minimum word count with substantive content, not filler
  • Evaluations include specific scores on named criteria — not just 'good job'
  • The final Super Prompt is a genuine synthesis in a copyable code block that outperforms both contestants

Put this prompt to work.

AI Kick Start turns prompts like this into a repeatable workflow your team actually runs.

Plan a prompt system