Character & Scene Consistency Toolkit (Model-Agnostic)
Stop character drift. Build consistent worlds—across any image-capable AI.
A 3-prompt AI toolkit that keeps your characters and environments visually consistent across ChatGPT, Claude, Gemini, and more.
Characters and scenes often change across prompts and sessions. This toolkit fixes that. It’s a 3-prompt, model-agnostic system that converts any image into clean, reusable JSON presets—so you can recreate the same character and cohesive environments again and again in ChatGPT, Claude, Gemini, and hand off to generators like SORA.
You’ll learn to:
- Extract a character preset (STYLE_SUMMARY + JSON) from a single image
- Capture two characters with IDs, spatial relations, and scale
- Rebuild world style & layout language for consistent environments
What’s inside:
- Prompts (3) · Videos (3) · Quick-Start PDF · Full Walkthrough PDF · One-Rule License (use freely; don’t resell/share prompts)
Model-agnostic: Extract with any image-capable LLM → paste the JSON into image-only generators (e.g., SORA).
Built for: comics, concept art, indie games, storyboards, graphic novels, motion design, UGC.
FAQ:
- Only ChatGPT? No—any image-capable LLM for extraction; then hand off JSON.
- Pixel-perfect scenes? Prompt #3 preserves style & layout, not exact clones.
- Commercial use? Yes. Don’t redistribute the toolkit files.
Get the toolkit → Lock your characters. Build consistent worlds.
Stop character drift. Extract JSON presets from images for consistent characters & worlds (works with ChatGPT, Claude, Gemini → hand off to SORA).