character-design-sheet

--- name: character-design-sheet description: "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" allowed-tools: Bash(infsh *) --- # Character Design Sheet Create consistent characters across multiple AI-generated images via [inference.sh](https://inference.sh) CLI. ## Quick Start > Requires inference.sh CLI (`infsh`). Get installation instructions: `npx skills add inference-sh/skills@agent-tools` ```bash infsh login # Generate a character concept infsh 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** | [... prompt truncated for preview ...]