anima_pipeline – browser UI + LLM ComfyUI Anima image generation automation

I've been generating anime-style images with ComfyUI's Anima workflow for a while, and the manual overhead kept bothering me: look up Danbooru tags for each character, hand-type hair/eye/outfit details, repeat for every variation. So I designed and shipped anima_pipeline — a single Python script that runs a local HTTP server (localhost:7860), serves a browser UI, and acts as middleware between the UI and ComfyUI. Most of the implementation was done with AI coding assistance (Claude/Codex), but the design decisions, specs, and all the testing were mine. Project page: https://tomotto1296.github.io/anima-pipeline/index_en.html GitHub: https://github.com/tomotto1296/anima-pipeline How it works Single-file server (anima_pipeline.py) using only Python's stdlib http.server + requests. No frameworks, no build step. The browser UI communicates with the server via a small REST API (POST /generate, GET /settings, GET /gallery, etc.). On generation, the server optionally calls an LLM (/v1/chat/com