Combine the depth map control in the same workflow.Switch it off and disable if you don't need image reference and depth map control.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/18bf824b-795b-41eb-a3d2-00c876064cd9/original=true/18bf824b-795b-41eb-a3d2-00c876064cd9.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/adae231b-3c57-4338-b49f-542ed17f1231/original=true/adae231b-3c57-4338-b49f-542ed17f1231.jpeg" />bypass them if you don't need it, particularly the Depth Anything V2.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/4ab72fe7-c2b2-4d45-a391-6a13e404566c/original=true/4ab72fe7-c2b2-4d45-a391-6a13e404566c.jpeg" /><hr />Please download the V2 version. V1 version had deleted to avoid any confuse.The node status of XB-toolbox in V1 version had been expired during comfyui update. and I change it to Dasiwa one for replacement. Both enable switch in Model subgraph and Prompt enhancer fixed and work now.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/b02cd667-d3e1-4ad6-8098-7541ee8dfbf5/original=true/b02cd667-d3e1-4ad6-8098-7541ee8dfbf5.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0d515429-1ed3-4a61-80bf-eda01cc130c5/original=true/0d515429-1ed3-4a61-80bf-eda01cc130c5.jpeg" />base and turbo 2 in 1 workflow updated.combine base and turbo in one workflow.add switch to the model subgraph, easy switch turbo and base with several switch button.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/aaced934-2365-46dc-bcdb-bb7123a3811b/original=true/aaced934-2365-46dc-bcdb-bb7123a3811b.jpeg" />auto change step and cfg in several switch.if you're not using DMD turbo lora + base model, (e.g. 4 steps) change the CFG to 3 before run it.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/976489f2-3b81-4d91-8091-d4804a93212f/original=true/976489f2-3b81-4d91-8091-d4804a93212f.jpeg" />change the prompt enhancer LLM model to Qwen 3.5 4B Q8 to speed up generation time. around 20s in total to enhance prompt + generation.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2b90cca9-542a-42c1-95ff-23fa084718e5/original=true/2b90cca9-542a-42c1-95ff-23fa084718e5.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d5513f5e-5f43-4e0b-8dd2-460678fbd094/original=true/d5513f5e-5f43-4e0b-8dd2-460678fbd094.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0dc293c4-703f-475c-b1b4-f92671206165/original=true/0dc293c4-703f-475c-b1b4-f92671206165.jpeg" />add photo reference function to the prompt enhancer.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7a8d6797-0de9-4cc5-b70a-7cdb11f1d8db/original=true/7a8d6797-0de9-4cc5-b70a-7cdb11f1d8db.jpeg" />updated user guide in the workflow.BTW, I had give up the T8 blockcache (but keep the node in subgraph) as the TSR/AuraFlow is fast enough and less image deflect.if you don't need it, just delete it.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/bc05b4a3-e9be-4f7f-99d1-25eba3875699/original=true/bc05b4a3-e9be-4f7f-99d1-25eba3875699.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0270dad8-3e58-435e-9752-fa8452320c9c/original=true/0270dad8-3e58-435e-9752-fa8452320c9c.jpeg" />Special thanks:<a target="_blank" rel="ugc" href="https://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmd/tree/main">https://huggingface.co/lodestones/MOSS-Image-Base-8-steps-dmd/tree/main</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/fc8a9b85-adf4-48ce-a90b-d4bba4bfb72f/original=true/fc8a9b85-adf4-48ce-a90b-d4bba4bfb72f.jpeg" /><a target="_blank" rel="ugc" href="https://huggingface.co/HauhauCS/Qwen3.5-4B-Uncensored-HauhauCS-Aggressive/tree/main">https://huggingface.co/HauhauCS/Qwen3.5-4B-Uncensored-HauhauCS-Aggressive/tree/main</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c881143c-b237-459b-b869-cbcc7ca95ece/original=true/c881143c-b237-459b-b869-cbcc7ca95ece.jpeg" /><hr />Add blockcache to speed up 50 stepsAdd switch of blockcache and TSR aura flow on the subgraphAdd user guide### 1. Initial Concept DraftInput a brief concept into the prompt field, enable the Prompt Enhancer, and run an initial generation using a 4-step low-iteration workflow at 1M resolution.### 2. Extract Enhanced PromptCopy the expanded prompt generated by the Prompt Enhancer and paste it directly into the Positive Prompt field.### 3. Lock the Desired SeedDisable the Prompt Enhancer, then continue generating images using the 4-step workflow at 1M resolution until you get a satisfactory result, and note down its Seed number.### 4. High-Detail RefinementInput and lock the chosen Seed into a 50-step high-iteration workflow, and re-generate the image at 2M resolution to enhance details and quality.### 5. Final UpscalingUse SeedVR2 or Ultimate SD Upscale to upscale the 2M image to your desired final output dimensions.### 1. 初始概念抽卡於提示詞欄位輸入簡短的概念描述，開啟提示詞優化器（Prompt Enhancer），並使用 4 步（4 Steps）低步數工作流以 1M 解析度進行首次圖像生成。### 2. 擷取優化提示詞複製提示詞優化器自動擴寫出來的詳細提示詞，並將其貼上置換到正向提示詞（Positive Prompt）欄位中。### 3. 鎖定滿意隨機種子關閉提示詞優化器，沿用 4 步工作流與 1M 解析度持續進行抽卡，直到生成滿意的圖像為止，並記錄該圖像的隨機種子碼（Seed）。### 4. 高清細節重製將滿意圖像的隨機種子碼固定輸入至 50 步（50 Steps）高步數工作流中，並將解析度提升至 2M 重新生成，以補足畫面細節。### 5. 最終放大輸出使用 SeedVR2 或 Ultimate SD Upscale 放大工具，將 2M 圖像進一步放大至理想的最終輸出尺寸。<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/2bf35d85-6c29-4f99-9664-53c59a2f46b1/original=true/2bf35d85-6c29-4f99-9664-53c59a2f46b1.jpeg" />Special Thanks<a target="_blank" rel="ugc" href="https://github.com/T8mars/Comfyui-Moss-Image-Blockcache-T8/tree/main">https://github.com/T8mars/Comfyui-Moss-Image-Blockcache-T8/tree/main</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/3cdc1586-8aa0-411c-8129-fee53b298546/original=true/3cdc1586-8aa0-411c-8129-fee53b298546.jpeg" /><hr />Updated color/depth map control node in generation subgraph and model subgraph.Updated download link in user guide.According to the lora creator, lora strength is 0 to 1. 0 means less control, 1 means fully control, could be freely customized by need.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c3df66c4-9c7a-4274-8d2e-546da65c3671/original=true/c3df66c4-9c7a-4274-8d2e-546da65c3671.jpeg" />Special thanks to the node creator and lora creator.<a target="_blank" rel="ugc" href="https://huggingface.co/darask0/MOSS-Image-color-depth-control/tree/main">https://huggingface.co/darask0/MOSS-Image-color-depth-control/tree/main</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/c99ce1b8-12f1-411e-9495-8059654573f8/original=true/c99ce1b8-12f1-411e-9495-8059654573f8.jpeg" /><a target="_blank" rel="ugc" href="https://huggingface.co/depth-anything/Depth-Anything-V2-Base/tree/main">https://huggingface.co/depth-anything/Depth-Anything-V2-Base/tree/main</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/61c2f8f2-3c44-40f5-a238-d3fc57c02c00/original=true/61c2f8f2-3c44-40f5-a238-d3fc57c02c00.jpeg" /><a target="_blank" rel="ugc" href="https://github.com/Fannovel16/comfyui_controlnet_aux">https://github.com/Fannovel16/comfyui_controlnet_aux</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/95de4815-f6ff-495b-a3bd-81c57c7ec63c/original=true/95de4815-f6ff-495b-a3bd-81c57c7ec63c.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ce30dd61-c0e0-4f5e-9040-813c2c8d1cef/original=true/ce30dd61-c0e0-4f5e-9040-813c2c8d1cef.jpeg" /><hr />A simple MOSS image workflow featuring a locally deployed Prompt Enhancer.Users can freely choose their preferred LLM deployment. The default model is Qwen3VL-8B Uncensored, which can be easily swapped out for an alternative model based on your specific hardware requirements.The system defaults to a 4-Step Turbo LoRA, which can also be freely customized or disabled."MOSS image 的簡單workflow, 配置了本地部署的Prompt Enchancer可以自由選擇LLM的部署, 預設是Qwen3VL-8B Uncensored, 可自行按硬件需要更換合適的model預設使用4 Step Turbo Lora, 可自由選擇或關閉。<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/fe53039e-85d0-4234-a3be-384428f22d08/original=true/fe53039e-85d0-4234-a3be-384428f22d08.jpeg" /><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/d09c58c7-1b69-4eb1-908b-64306cb08e36/original=true/d09c58c7-1b69-4eb1-908b-64306cb08e36.jpeg" />Download link had been placed in the workflow<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/882709f5-7fa5-4f6f-8681-b9e71095f329/original=true/882709f5-7fa5-4f6f-8681-b9e71095f329.jpeg" />All credit belongs to node creator and model creatorspecial thanks:<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/51799651-c397-421b-921f-31a3b68f4d67/original=true/51799651-c397-421b-921f-31a3b68f4d67.jpeg" /><a target="_blank" rel="ugc" href="https://huggingface.co/akhaliq/MOSS-Image-SFT-4-steps/tree/main">https://huggingface.co/akhaliq/MOSS-Image-SFT-4-steps/tree/main</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/671e9f38-391f-480d-a3d2-65003d099936/original=true/671e9f38-391f-480d-a3d2-65003d099936.jpeg" /><a target="_blank" rel="ugc" href="https://huggingface.co/HauhauCS/Qwen3VL-8B-Uncensored-HauhauCS-Aggressive/tree/main">https://huggingface.co/HauhauCS/Qwen3VL-8B-Uncensored-HauhauCS-Aggressive/tree/main</a><img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/7b759e4c-d19c-4f93-a418-7c8e31e4c72c/original=true/7b759e4c-d19c-4f93-a418-7c8e31e4c72c.jpeg" />

MOSS image 4-Steps workflow with Prompt Enhancer

divided in different group and subgraph to minimize chaos in interfacedefault setting in 4-steps lora and local LLM prompt enhancer

Files with SHA256: edd6e32359c36e3533be89827c8602b396461e9eda3fe6a325d73bcd70287131