Browser UI + optional LLM → ComfyUI Anima workflow automation. Point-and-click Danbooru prompt builder for anime image generation.anima_pipeline is a local browser UI that connects to your ComfyUI Anima workflow and handles the tedious parts of anime-style image generation: looking up Danbooru tags, typing character details by hand, and rebuilding prompts from scratch every time.GitHub (download here): <a target="_blank" rel="ugc" href="https://tomotto1296.github.io/anima-pipeline/index_en.html">https://tomotto1296.github.io/anima-pipeline/index_en.html</a>Full guide (Civitai Article): <a target="_blank" rel="ugc" href="https://civarchive.com/articles/27575">https://civarchive.com/articles/27575</a><hr /><h3 id="what-it-does">What it does</h3><ul><li>Point-and-click prompt building — select hair style, hair color, eye color, expression, outfit, pose, and more via buttons. The Danbooru prompt is assembled automatically.</li><li>Optional LLM integration — type a character name (e.g. "Reimu Hakurei") and an LLM auto-generates the Danbooru tags. Supports LM Studio (local/free), Gemini free tier, or any OpenAI-compatible API. Works 100% offline without LLM too.</li><li>Multi-character — up to 6 characters simultaneously in separate blocks</li><li>LoRA injection — card grid with thumbnail preview, up to 4 slots, auto-fetches your ComfyUI LoRA list</li><li>Workflow switching — drop any API-format workflow JSON into <code>workflows/</code> and select from dropdown</li><li>Character presets — save/load configs with thumbnail gallery. Auto-generate from character name + Danbooru Wiki via LLM.</li><li>Session auto-save — picks up where you left off</li><li>Mobile support — use from phone/tablet on the same Wi-Fi</li></ul><hr /><h3 id="requirements">Requirements</h3><ul><li>ComfyUI 0.16.4+ with Anima workflow (grab from ComfyUI's Browse Templates)</li><li>Anima model files — download from Hugging Face: <a target="_blank" rel="ugc" href="https://huggingface.co/circlestone-labs/Anima/tree/main/split_files">https://huggingface.co/circlestone-labs/Anima/tree/main/split_files</a><ul><li><code>qwen_3_06b_base.safetensors</code> → <code>models/text_encoders/</code></li><li><code>qwen_image_vae.safetensors</code> → <code>models/vae/</code></li><li><code>anima-preview.safetensors</code> → <code>models/diffusion_models/</code></li></ul></li><li>Python 3.10+</li><li>LLM optional (Gemini free tier recommended for beginners)</li></ul><hr /><h3 id="quick-start">Quick start</h3><ol><li>Download ZIP from GitHub → extract</li><li>Get Anima workflow JSON from ComfyUI Browse Templates → Save (API Format) → place in <code>workflows/</code></li><li>Double-click <code>start_anima_pipeline.bat</code> (Windows) or run <code>python anima_pipeline.py</code></li><li>Open <code>http://localhost:7860</code></li></ol>

anima_pipeline

- Module split (core/ + frontend/) for maintainability- Generation History DB + history re-edit workflow- Preset hierarchy (chara/scene/camera/quality/lora/composite)- Named session multi-save- Anima2 workflow templates added- LoRA search, favorites, recommended weight persistence- Theme toggle (Light / Dark / Device)- Today's Mood random generation flow- Prompt diff viewer in history modal- Preset bundle Export/Import (GET /presets_export, POST /presets_import)- Mobile UI improvements- ComfyUI Portable launcher supportFull changelog: <a target="_blank" rel="ugc" href="https://github.com/tomotto1296/anima-pipeline/releases/tag/v1.5.20">https://github.com/tomotto1296/anima-pipeline/releases/tag/v1.5.20</a>v1.5.01 – 2026-03-23<ul><li>Database-driven generation history + re-editing workflow based on history</li><li>Hierarchical presets (character / scene / camera / quality / LORA / composite)</li><li>Ability to save multiple named sessions</li><li>Setup self-diagnostic UI (/diagnostics)</li><li>Support for separate Japanese and English input for character and project names</li><li>Automatic configuration completion and stabilization at startup</li></ul>v1.4.7 – 2026-03-20<ul><li>Japanese/English UI toggle (OS language auto-detect)</li><li>Log system with API key masking + ZIP export</li><li>Character preset thumbnail gallery</li><li>Bug fixes and stability improvements</li></ul>Full changelog: <a target="_blank" rel="ugc" href="https://github.com/tomotto1296/anima-pipeline/releases/tag/v1.4.7">https://github.com/tomotto1296/anima-pipeline/releases/tag/v1.4.7</a>

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