Meta-Prompts for Image Generation

A short introduction

Current image models excel at rendering detailed descriptions, yet they remain surprisingly weak at inventing, extrapolating, and systematically exploring a creative space from a short or abstract human intention.

A normal prompt tells the image model what to draw.
A Meta-Prompt tells a reasoning AI how to think about what the image model should draw.
Meta-Prompt full introduction

The reasoning AI expands the Meta-Prompt compact system into multiple concrete, high-quality image prompts.
Practically you provide the agent with the activation rules once and Meta-Prompts will be interpreted reliably.
Many examples are provided as a starting point and an extensive list is available here.

Further reading

• Guidelines & Philosophy — full activation text, rules, cookbook, and best practices
• Example 1 — simple demonstrations of controlled variety
• Example 2 — ultra agent freedom variety
• Platonic Solids series — using "for" to auto loop
• Creative Fun series — the agent freely invented situations
• Background Replacement (intelligent strategy demo)
• Prompt Interpolation (breeding / mixing demo)
• Hyper-Future Cities — long city descriptions, free palettes, documentary realism
• Meta-Prompts Library — organized collection of tested examples

More example pages will be added here as the collection grows.