Character Design Sheet
Character consistency across AI-generated images with reference sheets and LoRA...
Install
npx skills add inference-sh/skills --skill character-design-sheet -g -a claude-code -y- Repository
- inference-sh/skills795
- Category
- Design
- Updated
- 20d ago
- License
- See repository
- Context cost
- Mediumabout 2,482 tokens
- Runs scripts
- No, instructions only
What it does
Character consistency across AI-generated images with reference sheets and LoRA techniques. Covers turnaround views, expression sheets, color palettes, and style consistency tricks. Use for: character design, game art, illustration, animation, comics, visual novels. Triggers: character design, character sheet, character consistency, character reference, turnaround sheet, expression sheet, character art, consistent character, character concept, reference sheet, character creation, oc design, character bible
Install the belt CLI skill:
npx skills add belt-sh/cli
Character Design Sheet
Create consistent characters across multiple AI-generated images via inference.sh CLI.
Quick Start
Requires inference.sh CLI (
belt). Install instructions
belt login
# Generate a character concept
belt app run falai/flux-dev-lora --input '{
"prompt": "character design reference sheet, front view of a young woman with short red hair, green eyes, wearing a blue jacket and white t-shirt, full body, white background, clean lines, concept art style, character turnaround",
"width": 1024,
"height": 1024
}'
The Consistency Problem
AI image generation produces different-looking characters every time, even with the same prompt. This is the #1 challenge in AI art for any project requiring the same character across multiple images.
Solutions (Ranked by Effectiveness)
| Technique | Consistency | Effort | Best For |
|---|---|---|---|
| FLUX LoRA (trained on character) | Very high | High (requires training data) | Ongoing projects, many images |
| Detailed description anchor | Medium-high | Low | Quick projects, few images |
| Same seed + similar prompt | Medium | Low | Variations of single pose |
| Image-to-image refinement | Medium | Medium | Refining existing images |
| Reference image in prompt | Varies | Low | When model supports it |
Reference Sheet Types
1. Turnaround Sheet
Shows the character from multiple angles:
┌────────┬────────┬────────┬────────┐
│ │ │ │ │
│ FRONT │ 3/4 │ SIDE │ BACK │
│ VIEW │ VIEW │ VIEW │ VIEW │
│ │ │ │ │
└────────┴────────┴────────┴────────┘
