I've released anima_pipeline — a free, open-source browser UI that automates Danbooru prompt building for ComfyUI Anima workflows.
Type a character name, click buttons to set hair/eyes/outfit/pose, and it sends the prompt straight to ComfyUI. Optional LLM integration (Gemini free tier / LM Studio) auto-generates tags from character names.
→ Full guide (Civitai Article): https://civitai.com/articles/27575 → Download / GitHub: https://github.com/tomotto1296/anima-pipeline → Project page: https://tomotto1296.github.io/anima-pipeline/index_en.html
What's new in v1.4.7:
Japanese/English UI toggle (auto-detects OS language)
Log system with API key masking + ZIP export
Character preset thumbnail gallery
Bug fixes and stability improvements
Free to use. No account required. Works on Windows, cross-platform via Python.
🗺️ Roadmap
See docs/roadmap.md for the full list.
Coming Soon
Preset hierarchy (character / scene / camera / quality / LoRA composition)
Per-preset negative-tag save and auto-switch
Generation history DB + re-edit support
Named session saves with multiple slots
Self-diagnosis UI on failures (error cause hints / missing-node warnings)
LoRA management improvements (search, favorites, recommended weight, auto-suggestions)
Batch generation mode (CSV / txt -> sequential generation)
Generation queue (add / reorder / cancel / rerun)
Random character preset generation
Preset sharing (zip Export / Import)
Prompt diff viewer (vs previous run)
Under Consideration
First-run tutorial wizard
Prompt recovery from image metadata (PNG / WebP)
"Continue with the same character" generation button
Comparison generation mode (fixed seed for prompt / LoRA / CFG comparisons)
Workflow reconstruction assistance (semi-automatic mapping)
LLM-based generated-image scoring and auto-routing
Auto Danbooru-tag generation from generated images
Preset sharing via URL code