Creative Workshop

Prompt pattern library

Published Oct 22, 2025 Original by Lilian Weng Shared by Prompt Ranker Source

Optimised for: Claude 4.0 Sonnet GPT-4

v1.0 Oct 22, 2025 · 20:10 by Prompt Ranker

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Apply this prompt pattern to [task]: [Pattern name]. Explain: What pattern does, When to use, Example application, Expected improvements.

// Choose from the following patterns
1. Meta Language Creation
2. Template
3. Persona
4. Visualization Generator
5. Recipe
6. Output Automater
7. Fact Check List
8. Reflection
9. Question Refinement
10. Alternative Approaches
11. Cognitive Verifier
12. Refusal Breaker
13. Flipped Interaction
14. Game Play
15. Infinite Generation
16. Context Manager

Version Notes

Prompt pattern library