unh1nge/comfyui-character-composer

AIO Qwen Workflow

The repository now includes:

AIO Comfyui-Character-Composer Qwen Workflow.json

A unified all-in-one Qwen workflow designed around Character Composer.

This is no longer just:

• a custom node
• a tag helper
• a prompt formatter

It is effectively a lightweight procedural character-generation system for ComfyUI.

The AIO workflow combines:

• Qwen image editing
• text-to-image
• image-to-image
• structured prompting
• character consistency tools
• composition preservation
• deterministic randomization
• scene-aware prompt assembly

inside a single workflow.

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Why the AIO Workflow Matters

Most ComfyUI workflows eventually become:

• giant spaghetti graphs
• impossible to debug
• difficult to reproduce
• hard to share
• overloaded with manual prompt engineering

The AIO workflow was designed to behave more like:

• a game character creator
• a procedural scene builder
• a controllable generation pipeline

instead of raw prompt chaos.

It was specifically built to:

• reduce manual prompt rewriting
• stabilize generations
• preserve character identity
• simplify Qwen editing workflows
• support rapid iteration during game development

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Supported Modes

Text-to-Image

Leave image1 disconnected.

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Image-to-Image

Connect a source image into image1.

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Character Preservation

Use:

• preserve_character_look
• outfit_mode
• deterministic seeds

to maintain identity consistency across generations.

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Scene Preservation

Use:

• preserve_input_position

to preserve approximate:

• subject placement
• composition structure
• scene layout

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Main Workflow Advantages

Unified Pipeline

No separate:

• txt2img workflow
• img2img workflow
• preservation workflow

Everything exists in one graph.

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Cleaner UX

The workflow behaves closer to:

• a visual character creator
• a scene editor
• a procedural composition system

than traditional prompt engineering.

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Structured Generation

The workflow automatically manages:

• prompt cleanup
• composition weighting
• trait balancing
• conflict resolution
• complexity reduction
• interaction stability

before the prompt even reaches Qwen.

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Better Iteration Speed

The workflow was built for:

• rapid testing
• asset iteration
• game prototyping
• character experimentation

without rewriting prompts every 5 minutes.

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Example Result

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Included Workflow File

AIO Comfyui-Character-Composer Qwen Workflow.json

Recommended pairing:

Qwen-Image-Edit-Rapid-AIO

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Credits / Base Workflow

This project builds upon the excellent work by Phr00t and the Qwen Image Edit Rapid AIO ecosystem.

The included:

AIO Comfyui-Character-Composer Qwen Workflow.json

is a modified and expanded version of Phr00t’s original workflow setup, adapted for structured procedural prompt composition and character-consistent generation workflows.

This repository extends the original workflow with:

• JSON-driven trait systems
• deterministic prompt composition
• smart presets
• scene conflict handling
• complexity guards
• character look preservation
• unified text-to-image and image-edit workflows

Recommended base settings from the original Qwen workflow still apply:

• CFG: 1
• Steps: 4
• FP8 precision
• TextEncodeQwenImageEditPlus

Huge respect to Phr00t for pushing the Qwen image-edit ecosystem forward.

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