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CLAUDE.md

@@ -28,13 +28,13 @@ Single-file pipelines that run inside Open WebUI's pipelines container. The flow
 | diagram | qwen2.5-coder:14b | Mermaid output |
 | reasoning (FI/EN) | gpt-oss:120b / 20b | Finnish detection via keyword scoring (threshold ≥ 2) |
 | image_generation | gpt-oss → SDXL Base | LLM refines prompt, then calls A1111 API |
-| uncensored image | Juggernaut XL v9 (no LLM) | Triggered by "uncen" prefix, skips classifier, search, and LLM refinement |
+| uncensored image | dolphin-mistral:7b → Juggernaut XL v9 | Triggered by "uncen" prefix, skips classifier and search, uses uncensored LLM for prompt refinement |
 | vision | llama3.2-vision:11b | Only when latest user message has image |
 | general | gpt-oss:120b / 20b | |
 
 ### Key Design Decisions
 
-- **"uncen" prefix** — highest priority check, bypasses everything (classification, search, vision detection, LLM refinement) and sends the user's text directly to Juggernaut XL v9 with quality tags appended. LLM is skipped entirely to avoid refusal from censored models.
+- **"uncen" prefix** — highest priority check, bypasses everything (classification, search, vision detection) and routes to uncensored image generation. Uses dolphin-mistral:7b (uncensored LLM) for prompt refinement instead of gpt-oss which refuses NSFW content. Falls back to raw prompt + quality tags if dolphin-mistral is unavailable.
 - **Classifier strictness** — "coding" only triggers when user explicitly asks for code output. Discussing IT/tech topics routes to general/reasoning.
 - **Finnish/English bilingual** — Finnish detected by scoring FINNISH_INDICATORS. A Finnish instruction is injected into system prompts for all categories.
 - **Search is aggressive** — heuristic layer ensures search triggers for factual questions, even if AI classifier says no.