Workflow-Thinking-2.0
๐ [Update] workflow-Thinking Integrates Gemma 4 12B IT QAT Thinking Mode!
๐ก Whatโs New:
Enhanced Output Quality: By leveraging this new thinking mode, the model now delivers significantly better reasoning capability, deeper insights, and higher-quality responses for complex tasks.
Longer Inference Time: Please note that due to the deeper reasoning and "thinking" process, the model's inference/generation speed will be slightly slower than before.
โ๏ธ Our Take: This is a classic "quality over speed" trade-off. If your tasks require high precision and rigorous logic, we highly recommend giving this new workflow a try! We will continue to optimize inference efficiency to better balance speed and performance.
Give it a spin and let us know your thoughts in the feedback channel!
โ ๏ธPlease read the v3.7.1 update announcement to download the corresponding nodes and models.
Workflow Update: anima-base-v3.7.1
The updated workflow (anima-base-v3.7.1) has been officially re-uploaded! This release builds upon the major overhauls from v3.0 and v2.5, bringing refined prompt templates, new shading styles, and critical backend stability.
๐ What's New in v3.7.1
New Style Prompt Templates: Added dedicated prompt templates for Cel-shading, Soft Shading (Thin Painting), Semi-Painterly, and Painterly (Thick Painting).
Universal Prompt Interrogation: Added a general prompt reversal/interrogation template to streamline your tag extraction.
Prompt Fixes: Sneaked in various optimization fixes to existing prompt templates for smoother generations.
๐ฆ Recommended Model Upgrade
To get the best results with the new interrogation templates, it is highly recommended to download the latest LLM prompt interrogation model:
๐ SC117/gemma-4-12B-it-heretic-QAT-GGUF ยท Hugging Face
๐ ๏ธ Complete Installation & Setup Guide
If you are upgrading from an older version (pre-v3.0), you will need to install two core custom node ecosystems and place your LLM model in the correct directory.
1. Install Required Custom Nodes
Open your terminal, navigate to your ComfyUI custom nodes directory, and run the following commands:
Bash
cd ComfyUI/custom_nodes
# Node 1: LLM Text Processor (Required for Gemma 4)
git clone https://github.com/KingManiya/ComfyUI-LLM-text-processor.git
# Node 2: Anima Style Explorer (Required for Style Palettes & Switcher)
git clone https://github.com/mizukir0418-gif/ComfyUI-Anima-Style-Explorer-Prompt.git
(Alternatively, you can download the ZIP files directly from GitHub and extract them into your custom_nodes folder, ensuring no -main suffixes remain in the folder names).
2. Place the LLM Model
Model Link: Download
gemma-4-12b-it-uncensored-GGUF(or the recommendedheretic-QATvariant) from Hugging Face.Storage Path: Place the
.gguffile strictly inside:ComfyUI/models/LLM/
โ ๏ธ Critical Troubleshooting: Fixing First-Time Loading Errors
๐จ IMPORTANT: Because Gemma 4 utilizes a brand-new architecture, the older default backend built into the LLM node will throw an error (e.g., unknown projector type or inference failed) on its first run.
If your ComfyUI crashes or errors out, follow these manual steps to update the backend:
Download the Latest Backend: Go to the official llama.cpp GitHub Releases.
Select the Right File: Download the latest release zip corresponding to your GPU setup (e.g.,
Windows x64 (CUDA 13) - CUDA 13.3 DLLsor the CUDA 12 variant).Locate the Target Folder: Navigate here inside your ComfyUI directory:
ComfyUI/custom_nodes/ComfyUI-LLM-text-processor/vendor/llama.cpp/b8840/win-x64-cuda13/Replace the Files: Extract the downloaded zip and copy-paste all files directly into the
win-x64-cuda13folder, overwriting the existing ones.Restart: Restart your ComfyUI backend.
๐ Core Features Recap (v2.5 โ v3.0 Cumulative)
If you missed the previous major updates, here is what is now completely integrated into your v3.7.1 pipeline:
๐ง Gemma 4 Integration & Advanced Tag Reversal
Handles highly detailed, Danbooru-style descriptive captioning, advanced anatomical logic conversion (perfect for gender-bending and complex character transformations), and precise prompt refinement. (Includes optimized tag-interrogator prompt templates for terms like 'femboy').
๐ฅ Core Node: [Anima 2B Dynamic Group Switcher]
Say goodbye to manually toggling dozens of rgthree groups!
Automatic Group Name Detection: Connecting a slot to a style group automatically reads the group's title and re-labels the input port natively.
Automatic Bypass Matrix Control: Selecting an option from the
active_styledropdown automatically activates that group while instantly forcing all unselected groups into Bypass mode (turning them gray).Zero-Crash Backend: Built-in validator completely eliminates native ComfyUI
Value not in listruntime errors when switching styles mid-generation.
๐จ The 3 Masterpiece Palette Templates
Integrated JoyCaption-optimized aesthetic templates to instantly elevate your textures:
Palette TemplateVisual FormulaLighting & Textureโ๏ธ Muted / MorandiLow-saturation tones (dusty rose, sage green, muted grayish blue) over soft grey undertones. Strips away harsh digital neon colors.Diffused overcast lighting, minimal contrast, zero harsh shadows. Gallery-grade aesthetic.๐ Retro Vintage / 90s AnimeForces a 1990s cel-shaded aesthetic with rich, warm sepia undertones and faded nostalgic colors.Injects optical vintage film grain and subtle chromatic aberration (lens edge color-bleeding).๐ค Color Split / Selective ColorLocks environment, background, skin, and primary attire into a rich, high-contrast monochrome grayscale.Isolates a single visual focus item (e.g., red lips, glowing jewelry) in high-saturation color.
๐งฉ The Expanded 4-Node Ecosystem
Your workspace now operates as an industrial-grade production pipeline:
Anima 2B Dynamic Group Switcher: Automated workflow traffic controller.
Artist Pre-Config Outline: Handles macro-category wrapping and multi-artist nested weight blending.
Anima 2B Prompt Template 1: Core parallel multi-weight artist channel generator.
Anima 2B Prompt Template 2: High-end modifiers, time eras, structural evaluation, and prompt quality scoring.
๐จ Final Upgrade Notice
Because this ecosystem relies heavily on an integrated Frontend JavaScript architecture, you MUST hard-refresh your browser (Press Ctrl + F5) after updating and restarting ComfyUI. Failing to clear your browser cache will cause interactive dropdown menus and buttons to malfunction.
Enjoy the new version, and feel free to share your generations or drop any questions in the comments below!
Description
# ๐ [Major Update] ComfyUI Anima Style Explorer Prompt v2.0
### ๐งฉ New "Artist Pre-Config Outline" Node | The Ultimate Evolution for Anime Artist Style Blending
Attention all anime-style AI creators! This update brings a more industrial-grade, structured **artist prompt ecosystem**. We are proud to introduce our brand new **third core node โ [Artist Pre-Config Outline]**, completely unlocking your control over multi-artist style blending!
---
## ๐ Core Highlight: The All-New [Artist Pre-Config Outline]
In the past, mixing multiple artists often turned your prompt setups into a chaotic mess. Now, with the new Artist Pre-Config Outline node, you can act like an Art Director, applying **Macro-Category Wrapping** to your compositions!
* **๐ 8 Artistic Dimensions Text Box:** Built-in text box featuring 8 industry-standard artistic dimensions (Character Design, Lineart, Painterly, etc.). It supports adding, modifying, or deleting custom slots using the colon (:) syntax dynamically.
* **๐ฎ Dynamic Bracket Wrapping:** Automatically transforms raw artist tags into advanced nested weights based on your preferences.
* Example: It effortlessly morphs (@mako:0.8) into a standard and clean [Lineart:(@mako:0.8)] or [Painterly:Artist Tag], ensuring Stable Diffusion perfectly understands each artist's dedicated "role" in the image.
* **๐๏ธ Channel-Specific Mapping:** Provides 9 separate dropdown menus that map directly to the Artist 2 through Artist 10 channels of the Template 1 node. Configure your artist categories with just a few clicks!
* **ๆซ Prompt Detox:** Fully removed the obsolete year_top and year_top_switch parameters from the previous version to eliminate prompt pollution, ensuring a much cleaner generation logic.
---
## ๐งฉ A Complete 3-Node Ecosystem
With this update, the plugin evolves into a **trinity workflow solution**:
1. **Artist Pre-Config Outline (New Node)** โโ Handles global artistic category management and dynamically wraps artist slots.
2. **Anima 2B Prompt Template 1 (Core Generator)** โโ Features 10 parallel artist weight channels (now supporting direct integration with the Outline node).
3. **Anima 2B Prompt Template 2 (Modifiers & Evaluation)** โโ Provides standardized quality tags, eras/periods, prompt splitters, and high-quality score formatting.
---
## ๐ก Civitai Connection & Usage Guide
To maximize the power of this new version, restructure your ComfyUI canvas as follows:
1. **Connecting the Outline:** Add the Artist Pre-Config Outline node to your workflow. Link its right-side artist_config output port to the optional artist_config input port on **Anima 2B Prompt Template 1**.
2. **Assigning Roles:** Within the Outline node, use the dropdown menus artist_2_option to artist_10_option) to allocate specific roles to your artists. For instance, assign Lineart for a sketch specialist and Painterly for a coloring expert.
* (Note: The Artist 1 channel remains a raw bypass lane that accepts no bracket wrapping, making it perfect for your primary artist.)
3. **Pairing with Historical Eras:** Some artists have vastly different styles depending on the decade (e.g., @happoubi jin). Pair them with Template 2's Era/Period option to seamlessly travel through time.
---
## โก Inherited Hardcore Features
* **๐๏ธ Embedded Style Explorer:** Still fully integrated right inside your ComfyUI side panel.
* **๐ง Intelligent Clipboard Tracking:** Automatically extracts copied Artist IDs and cleans up underscores/dashes to format them perfectly for Stable Diffusion.
* **๐ฑ๏ธ Click-to-Sync Integration:** Select the node, click an artist image in the sidebar to copy its ID, then hit the **Yellow Sync Button** to instantly inject it into the text field.
* **๐ก๏ธ Industrial-Grade Security:** Keeps deep SSRF defense (preventing intranet penetration), image Magic Byte source-code auditing (blocking hidden trojans/malicious scripts), and 30MB stream buffer control to protect your local storage and server.
---
## ๐ ๏ธ How to Download & Update
### Method A (Recommended): Direct ZIP Download from GitHub
1. Visit the GitHub repository: [ComfyUI-Anima-Style-Explorer-Prompt](https://github.com/mizukir0418-gif/ComfyUI-Anima-Style-Explorer-Prompt)
2. Click the green **Code** button -> Select **Download ZIP**.
3. Extract and overwrite the contents into your ComfyUI/custom_nodes/ folder. (Make sure the folder name doesn't have a -main suffix; keep it exactly as ComfyUI-Anima-Style-Explorer-Prompt).
4. **Restart ComfyUI, and press Ctrl + F5 in your browser to force-clear the webpage cache!**
### Method B: Via Git Command Line
Open your terminal inside the ComfyUI/custom_nodes/ directory and run:
```bash
git clone https://github.com/mizukir0418-gif/ComfyUI-Anima-Style-Explorer-Prompt.git