Character Design Sheet

Solves the biggest pain point in AI image generation: getting the same character to look consistent across multiple images. Walks through practical techniques ranked by effectiveness, from detailed description anchors you can use immediately to training custom LoRAs for ongoing projects. Covers turnaround sheets, expression sheets, and color palettes with actual belt CLI commands for FLUX models. The description anchor technique is the real win here: write one detailed 50+ word character description and reuse it verbatim in every prompt. If you're doing game art, comics, or anything needing the same character more than twice, this will save you hours of prompt wrestling and cherry picking.

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skills.sh installs: 107.2K
GitHub stars: 804
last updated: Aug 21, 2026

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Install

$ npx -y skills add inference-sh/skills --skill character-design-sheet --agent claude-code

Installs into .claude/skills of the current project.

Files

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.