🎨 SeeMoss-Genesis Ultimate — Anime Text-to-Image Workflow for MOSS-Image (v1.0)

ComfyUI workflow for SeeMoss-Genesis, my anime model on MOSS-Image-SFT (OpenMOSS, ~5B DiT). Write an idea, get a detailed anime illustration — with an optional Qwen3.5 prompt enhancer, an SFW / NSFW switch, an optional LoRA loader and two hi-res finishing branches.

Every saved PNG carries Civitai-readable generation data: upload it and Civitai fills in prompt, seed, sampler and the model link by itself.

How it works: 🧠 load models → 🧬 optional LoRAs → ✍️ prompt → ✨ optional enhancer → 🎨 base image → 🔬 Detail Refiner (latent upscale 1.5× + refine) and/or 🔼 Tiled Upscale (1.5×, tile by tile) → 💾 every stage saves its own PNG with Civitai metadata. Everything is grouped, color-coded, switchable and documented with notes inside the workflow, including clickable download links.

📐 NEW: Bounding Box Editor version

Second version on this page: Bounding Box Editor v1.0. Same models and finishing as Ultimate, but you lay out the image by drawing boxes — label them character, object or text, caption each one, describe the background in the summary caption, and MOSS-Image builds the scene to your layout, including headlines and typography. Defaults to Preview-Turbo (CFG 1 · 4–8 steps) with the Detail Refiner (group 07). The box nodes are ComfyUI core (recent ComfyUI needed); the custom node list below is the same. Pick the version at the top of the page — the gallery shows the same scenes as Ultimate, rebuilt with box layouts.

🗺️ NEW: ControlNet version

Third version on this page: ControlNet v1.0. Same models and finishing as Ultimate, plus depth control: load any reference picture and the image keeps its pose, framing and silhouette while your prompt changes character, outfit, scene and style. The depth map is made automatically (MoGe 3, ComfyUI core) and fed into the MOSS-Image color/depth control adapter by darask0. An optional Color Map (one AIO Aux Preprocessor, OneFormer-ADE20K) can also keep the background/room layout of the reference — one ON / OFF switch, default OFF. Extra downloads: control adapter and MoGe 3; extra custom node: comfyui_controlnet_aux (colour map only). Pick the version at the top of the page.

⚙️ Recommended settings

• 🟢 Base (default): 25 steps · CFG 2.5 · Shift 5 · euler / simple

• 💎 Best quality: 50 steps · CFG 3 · Shift 5 · euler / simple

• 🚀 Turbo: CFG 1 · 4–8 steps · Preview-Turbo

• Skip Layer Guidance: optional, layer 22 · Triggers: seesee_elf, seesee_kitsune · pixel look: pixel art

📥 Required Models

All from the model page: SeeMoss-Genesis on Civitai

• SeeMoss-Genesis (version Preview) → ComfyUI/models/diffusion_models/ · int8_convrot (workflow default), BF16, fp8_scaled, mxfp8, nvfp4 or int4_convrot

• Text encoder qwen3.5_9b_w4a8_gptq (version Text Encoder) → ComfyUI/models/text_encoders/ · CLIP type moss_image

• VAE flux2-vae_small (version VAE) → ComfyUI/models/vae/

• 2x-AnimeSharpV4_RCAN by Kim2091 (optional, hi-res) → ComfyUI/models/upscale_models/ · Download

Upstream: MOSS-Image-SFT · OpenMOSS/MOSS-Image · Comfy-Org repack · ComfyUI guide

⚠️ Civitai renames files on download. Open the workflow and pick your file in each loader.

🧩 Required Custom Nodes

Install via ComfyUI-Manager (search the name) or git clone into custom_nodes/:

• SeeSee Civitai Metadata — the save nodes: Civitai-readable metadata in every PNG

• ComfyUI-Lora-Manager — LoRA loader + trigger words

• rgthree-comfy — hi-res group switch, image comparers

• ComfyUI_UltimateSDUpscale — Tiled Upscale

• comfy-image-saver — Seed Generator

Everything else is ComfyUI core. Needs ComfyUI 0.42.0+ (native MOSS-Image support, subgraphs).

🛠️ Installation

1. Install the 5 node packs with ComfyUI-Manager → restart ComfyUI.

2. Download model, text encoder, VAE (and optionally AnimeSharp) into the folders above.

3. Open the workflow and select your files in the loaders.

4. Write your idea in ✍️ Positive Prompt, set 🔞 NSFW MODE, switch groups on or off, hit Run. Images land in output/ as SeeMoss-Genesis_…, SeeMoss-Genesis-Refined_… and SeeMoss-Genesis-Tiled-Upscale_….

📝 Notes

• ✨ Prompt Enhancer: check 👁️ Final Prompt Preview before important renders. MOSS-Image likes long, natural-language English descriptions.

• 🔞 NSFW MODE switches the enhancer system prompt and the negative prompt together.

• Adult content: consenting-adult content only, where platform and law allow.

Credits: OpenMOSS (MOSS-Image, Apache 2.0) · Comfy-Org · Kim2091 (AnimeSharpV4) · rgthree · willmiao (LoRA Manager) · ssitu (Ultimate SD Upscale) · giriss (comfy-image-saver) · model + workflow: SeeSeeLP