Skip to content

Prompt Recipes

This page explains how prompts are constructed using the modular prompt system.

Prompts are built from three components:

  1. Master Blocks
    Global prompt fragments used across all characters.

  2. Character Prompt Blocks
    Character-specific descriptions stored in each character’s prompt_blocks.md.

  3. Prompt Templates
    Pipeline templates stored in library/50_PROMPT_TEMPLATES/.

Basic Prompt Structure

Most prompts follow this structure:

Character block

  • task description
  • style block
  • layout block
  • identity preservation rules

Example structure:

Character:
[CHARACTER_BLOCK]

Task description:
[WHAT SHOULD BE GENERATED]

[GLOBAL STYLE BLOCK]

[LAYOUT BLOCK]

[IDENTITY PRESERVATION BLOCK]

Common Prompt Recipes

Face Reference Generation

Use blocks:

• Face Block
• Identity Block (Short)
• Anti-Drift Rules

Attach references:

• source face reference • existing face anchors (if available)

Anatomy Generation

Use blocks:

• Body Block
• Movement Block
• Anti-Drift Rules

Attach references:

• Face Anchor Sheet
• Hair Sheet

Body Anchor Generation

Use blocks:

• Body Block
• Style Block
• Anti-Drift Rules

Attach references:

• Anatomy Sheet
• Face Anchor Sheet

Signature Outfit Generation

Use blocks:

• Identity Block (Extended)
• Style Block
• Wardrobe Block
• Anti-Drift Rules

Attach references:

• Ultimate Character Sheet
• Body Anchor Sheet
• Turnaround Sheet

Pose Sheet Generation

Use blocks:

• Body Block
• Movement Block
• Style Block
• Anti-Drift Rules

Attach references:

• Ultimate Character Sheet
• Signature Outfit Sheet

Scene Generation

Use blocks:

• Identity Block (Short)
• Style Block
• Expression Block
• Anti-Drift Rules

Attach references:

• Ultimate Character Sheet
• Signature Outfit Sheet
• scene-specific references

General Prompt Guidelines

When constructing prompts:

• keep descriptions structured
• use bullet lists for physical traits
• avoid overly long paragraphs
• explicitly preserve identity traits
• attach reference sheets whenever possible

This system helps reduce character drift and improves consistency across generations.