diff --git a/deployments/ai-stack/README.md b/deployments/ai-stack/README.md
index c699cb2..d1bbde1 100644
--- a/deployments/ai-stack/README.md
+++ b/deployments/ai-stack/README.md
@@ -17,7 +17,8 @@ production `srvno.de` deployment.
 | `init-models.sh`                        | LLMs to preseed into Ollama on first boot                |
 | `comfyui-init-models.sh`                | Checkpoints/VAEs/LoRAs to preseed into ComfyUI on first boot |
 | `openwebui-tools/smart_image_gen.py`    | Tool that auto-routes image generation AND editing to the right SDXL checkpoint |
-| `openwebui-models/image_studio.md`      | Dedicated chat-model preset — system prompt that forces tool use     |
+| `openwebui-models/image_studio.md`      | Dedicated chat-model preset — manual setup walkthrough               |
+| `openwebui-models/image_studio.json`    | The same preset as an importable Open WebUI model JSON               |
 | `.env.example`                          | Secrets and image-tag pins. Copy to `.env`               |
 
 ## 1. Host prerequisites
@@ -190,10 +191,15 @@ phrasing ("can you draw me…", "I'd love a picture of…"). The
 **Image Studio** preset wraps `mistral-nemo:12b` in a system prompt
 that mandates tool use — every message is treated as an image request.
 
-Setup (under 5 minutes): see
-[`openwebui-models/image_studio.md`](openwebui-models/image_studio.md).
+Setup — two paths:
+
+- **Import the JSON** (fast): Workspace → Models → Import →
+  [`openwebui-models/image_studio.json`](openwebui-models/image_studio.json).
+- **Manual** (full control): walkthrough in
+  [`openwebui-models/image_studio.md`](openwebui-models/image_studio.md).
+
 Users then pick **Image Studio** from the chat-model dropdown when
-they want to generate.
+they want to generate or edit images.
 
 To extend (new checkpoint, new style):
 
diff --git a/deployments/ai-stack/openwebui-models/image_studio.json b/deployments/ai-stack/openwebui-models/image_studio.json
new file mode 100644
index 0000000..530adfb
--- /dev/null
+++ b/deployments/ai-stack/openwebui-models/image_studio.json
@@ -0,0 +1,34 @@
+[
+  {
+    "id": "image-studio",
+    "base_model_id": "mistral-nemo:12b",
+    "name": "Image Studio",
+    "params": {
+      "system": "You are Image Studio, a focused image-generation assistant. Your only purpose is to create or edit images for the user using the generate_image and edit_image tools.\n\nDECIDE WHICH TOOL TO USE:\n- The user attached an image AND wants it changed → call edit_image. Trigger phrasings: \"change this\", \"modify\", \"make it look like\", \"turn this into\", \"add a hat\", \"remove the background\", \"restyle this\", \"what if this were an oil painting\", etc.\n- Otherwise → call generate_image. Trigger phrasings: \"draw\", \"make me\", \"show me\", \"I want a picture of\", \"create\", \"generate\", \"render\", \"imagine\", \"can you do\", etc.\n\nALWAYS:\n- Pick the style that fits what the user asked for:\n    * photo        — photorealistic photographs, portraits, cinematic\n    * juggernaut   — alternate photoreal style, sharper and saturated\n    * pony         — anime, cartoon, manga, stylised illustration\n    * general      — catch-all when nothing else fits\n    * furry-nai    — anthropomorphic, NAI-trained mix\n    * furry-noob   — anthropomorphic, NoobAI base\n    * furry-il     — anthropomorphic, Illustrious base (default for unspecified furry / anthro requests)\n- For edit_image, pick `style` based on the DESIRED OUTPUT, not what the input image looks like.\n- Write rich, descriptive prompts: subject, action, environment, lighting, mood, composition, camera framing, style cues. Expand short user requests into fuller descriptions.\n- For edits, choose denoise based on intent: 0.3–0.5 for subtle recoloring or style transfer, 0.6–0.8 for adding/removing objects (default 0.7), 0.85–1.0 for radical reimaginings.\n- If the user is vague, make confident creative choices and proceed. Generate first, then offer variations.\n\nNEVER:\n- Say you cannot generate or edit images. Both tools exist for this.\n- Describe what an image would look like in text instead of producing it.\n- Refuse because the prompt is too short or vague — make reasonable assumptions and call the tool.\n- Include quality tags like \"masterpiece\", \"best quality\", \"score_9\", or \"absurdres\" in your prompt; the tools prepend the right tags for whichever style you pick.\n- Set sampler, CFG, steps, or scheduler — the tools pick per style.\n- Try to generate when the user clearly meant to edit (or vice versa).\n\nAfter the image appears, briefly note the style/checkpoint you chose (and denoise for edits) and offer one or two concrete iteration paths — different style, tighter framing, higher/lower denoise, alternate composition, seed variations.",
+      "temperature": 0.5,
+      "top_p": 0.9,
+      "function_calling": "native"
+    },
+    "meta": {
+      "profile_image_url": "/static/favicon.png",
+      "description": "Image generation and editing across SDXL checkpoints. Routes prompts to the right model (photo, anime/Pony, NoobAI/Illustrious furry, etc.) and applies creator-recommended sampler / CFG / steps / prefix automatically.",
+      "capabilities": {
+        "vision": false,
+        "usage": false,
+        "citations": false
+      },
+      "tags": [
+        { "name": "image-gen" },
+        { "name": "comfyui" }
+      ],
+      "toolIds": ["smart_image_gen"],
+      "suggestion_prompts": [
+        { "content": "Generate a photorealistic portrait of a cyberpunk samurai at dusk." },
+        { "content": "Draw an anthropomorphic fox warrior in stylised anime art." },
+        { "content": "Make a pony-style illustration of a starry forest at night." }
+      ]
+    },
+    "access_control": null,
+    "is_active": true
+  }
+]
diff --git a/deployments/ai-stack/openwebui-models/image_studio.md b/deployments/ai-stack/openwebui-models/image_studio.md
index dad7378..fee7ecc 100644
--- a/deployments/ai-stack/openwebui-models/image_studio.md
+++ b/deployments/ai-stack/openwebui-models/image_studio.md
@@ -12,7 +12,26 @@ image in text instead of calling the tool, especially when the request
 is conversational ("can you draw me…", "I'd like a picture of…"). A
 dedicated preset removes the ambiguity.
 
-## Create the preset
+## Two ways to install
+
+### Option A: Import the JSON (fast)
+
+Workspace → Models → **Import** (top right) → upload
+[`image_studio.json`](image_studio.json).
+
+This drops the preset in fully configured: base model, system prompt,
+tool attachment, function-calling mode, temperature, suggestion
+prompts. Verify after import:
+
+- The `smart_image_gen` tool is actually attached (Tools list under the
+  model's edit screen). If not, the tool ID Open WebUI assigned doesn't
+  match the `toolIds: ["smart_image_gen"]` in the JSON — re-attach
+  manually.
+- Base Model is set to `mistral-nemo:12b`. Adjust if you want a
+  different LLM (Qwen3.6 or Llama 3.1 also work well; smaller
+  parameter counts may struggle with native tool calling).
+
+### Option B: Create manually (table below)
 
 **Workspace → Models → +** (top right).