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shiroeirin/comfyui-good-anima

Analysis updated 2026-05-18

120PythonAudience · generalComplexity · 4/5Setup · hard

TLDR

A set of AI agent skills that guide a coding assistant through generating anime style images with the Anima model in ComfyUI, including a tool that validates image tags.

Mindmap

mindmap
  root((Good Anima))
    What it does
      Guides AI agent workflow
      Composition planning
      Tag validation
      Runs ComfyUI workflow
    Key tool
      danbooru-tags CLI
      Validates artist and tags
      Rust based search
    Requirements
      NVIDIA GPU
      CUDA and PyTorch
      ComfyUI installed
    Models needed
      Anima checkpoint
      Text encoder
      LoRA files
    Audience
      AI coding agent users
      Anime image generation

Code map

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filefunction / class

What do people build with it?

USE CASE 1

Ask an AI coding assistant to generate an anime style image in a specific artist's style using valid Danbooru tags

USE CASE 2

Look up whether an artist name or character tag is valid before it gets used in an image generation prompt

USE CASE 3

Automate the full composition to prompt to image pipeline for anime art through ComfyUI

USE CASE 4

Set up an AI agent workflow that upscales and caches generated anime images automatically

What is it built with?

PythonRustComfyUIPyTorchNode.js

How does it compare?

shiroeirin/comfyui-good-animajackson-video-resources/markov-hedge-fund-method2417467487-hub/worldcuproi
Stars120120121
LanguagePythonPythonPython
Setup difficultyhardeasymoderate
Complexity4/53/54/5
Audiencegeneraldeveloperpm founder

Figures from each repo's GitHub metadata at analysis time.

How do you get it running?

Difficulty · hard Time to first run · 1h+

Requires an NVIDIA GPU with 8GB+ VRAM, CUDA 12.8+, ComfyUI, and several separately downloaded model files.

No license is stated in the README, so no explicit reuse rights are granted.

In plain English

ComfyUI Good Anima is a set of AI agent skills for generating anime style images using the Anima model together with ComfyUI, a node based image generation tool. Rather than being an app someone runs directly, it is written to be loaded by an AI coding assistant, such as Claude Code or similar tools that can execute shell commands, which then follows the skill's instructions to carry out the full image generation process on the user's behalf. The workflow the skills guide an assistant through has four stages: planning the composition, meaning choosing framing, camera angle, and lighting based on a plain description, looking up valid tags through a separate command line tool, assembling a positive and negative prompt following the format Anima expects, and finally running the actual ComfyUI workflow to generate, upscale, and cache the image. The most important supporting piece is a tool called danbooru-tags, a command line program written in Rust that searches a local index built from Anima's official tag list. Because Anima was trained on the Danbooru tagging system, which has millions of possible tags, this tool checks whether an artist name, character name, or clothing tag the user asked for is actually valid, and suggests close matches when it is not, rather than letting the AI assistant guess and write an invalid tag that the model would simply ignore. Running this setup has real hardware requirements. It expects Windows 10 or 11, ComfyUI itself, Node.js, an NVIDIA GPU with at least 8 gigabytes of video memory though 12 or more is recommended, and a compatible version of CUDA and PyTorch. Python is only needed once, to build the initial tag search index, not for everyday image generation. A separate tool called comfyui-skill-cli acts as the bridge between the AI assistant and the locally running ComfyUI instance, and the README notes this bridge can also be used for other ComfyUI workflows beyond Anima. Several specific model files, including the Anima checkpoint, a text encoder, a VAE, and two LoRA files for higher resolution and quality, need to be downloaded separately and placed into ComfyUI's model folders before anything will generate. The README includes several sample images generated with this setup, credited to a specific artist style, and does not state a license.

Copy-paste prompts

Prompt 1
Help me set up ComfyUI Good Anima, including the danbooru-tags CLI and the required Anima model files.
Prompt 2
Use the danbooru-tags tool to confirm whether the artist tag rella is valid before generating an image.
Prompt 3
Walk me through the four stage workflow this skill pack uses, from composition planning to final image generation.
Prompt 4
Explain why danbooru-tags is required for accurate results instead of just typing tags directly into a prompt.

Frequently asked questions

What is comfyui-good-anima?

A set of AI agent skills that guide a coding assistant through generating anime style images with the Anima model in ComfyUI, including a tool that validates image tags.

What language is comfyui-good-anima written in?

Mainly Python. The stack also includes Python, Rust, ComfyUI.

What license does comfyui-good-anima use?

No license is stated in the README, so no explicit reuse rights are granted.

How hard is comfyui-good-anima to set up?

Setup difficulty is rated hard, with roughly 1h+ to a first successful run.

Who is comfyui-good-anima for?

Mainly general.

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