character-design-sheet

Generates consistent character reference sheets across AI-generated images using FLUX and LoRA techniques.

Updated Jul 28, 2026
One-click install
npx skills add https://github.com/Aadi-110i/PEP-PROJECT --skill character-design-sheet-aadi-110i
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: character-design-sheet
Source: https://github.com/Aadi-110i/PEP-PROJECT/tree/main/skills/character-design-sheet
Command: npx skills add https://github.com/Aadi-110i/PEP-PROJECT --skill character-design-sheet-aadi-110i

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI image generators produce a different-looking character every time, even with the same prompt, making it nearly impossible to use one character across multiple images for games, comics, animation, or illustration projects. ## Core Features & Use Cases - Reference Sheet Generation: Create turnaround sheets (front, 3/4, side, back views), expression sheets with 6+ emotions, outfit sheets, and color palette documentation via the inference.sh CLI. - Description Anchor Technique: Provides a 50+ word reusable prompt template that locks in hair, eyes, skin, outfit, and accessories across every generation. - LoRA-Based Consistency: Guides training and applying a character LoRA with trigger words and scale settings for projects requiring many images of the same character. - Use Case: A comic artist defines a character once with a detailed anchor description, generates a full turnaround and expression sheet, then trains a LoRA to keep the character identical across 50 story panels. ## Quick Start Ask the AI to generate a character turnaround reference sheet for your character concept using the belt CLI with a detailed description anchor.

Frequently Asked Questions about character-design-sheet

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I keep an AI-generated character consistent across multiple images?

Use a 50+ word detailed description anchor repeated exactly in every prompt, covering hair, eyes, skin, outfit, and accessories. For projects with many images, train a character LoRA on 10-20 reference images and apply it with a scale of 0.7-0.9.

How to create a character turnaround sheet with AI image generation?

Generate front, three-quarter, side, and back views separately using the same detailed character description, changing only the view angle in each prompt. Then stitch the four images horizontally into a single reference sheet.

What is a character LoRA and when should I train one?

A character LoRA is a fine-tuned model trained on 10-20 consistent images of your character with a unique trigger word. Train one when your project needs 10 or more images of the same character, as it provides the highest consistency.

Why does my AI character's hair or eye color change between generations?

Models interpret vague terms like 'red hair' differently each time. Specify exact shades with hex codes such as 'auburn red #C0392B', mention eye color early in the prompt, and describe every clothing item explicitly.

What are the limitations of using the same seed for character consistency?

Same seed with similar prompts only works for variations of a single pose and offers medium consistency. It cannot maintain the character across different angles, expressions, or scenes, where a description anchor or LoRA is more effective.