Agent skill · design visual · aiskillstore
character-design-sheet
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
Why this skill is useful
Adds executable scripts for generating consistent character designs using LoRA techniques that aren't widely available in public documentation.
What it needs
Requires belt installed locally. Requires inference.sh account access. About 6k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
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 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: 2. Expression Sheet Shows the character's face with different emotions: Minimum 6 expressions: neutral, happy, angry, sad, surprised, thinking. 3. Outfit/Costume Sheet Multiple outfits for the same character: Outfit Description -------- ------------- Casual Bomber jacket, t-shirt, jeans Work Blazer, button-down, slacks Athletic Sports bra, leggings, running shoes Formal Evening dress, heels 4. Color Palette Sheet Document exact colors for consistency: The Description Anchor Technique The most practical consistency technique: write a 50+ word detailed description and reuse it exactly in every prompt. Template Example Use this exact block in EVERY prompt for this character, only changing the action/pose/scene. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/character-design-sheet