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      attr_extraction/services.py

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attr_extraction/services.py

@@ -620,6 +620,12 @@ Do not identify or include any additional attributes. The 'additional' section m
 You are an expert product attribute extraction system. Your task is to classify products into predefined categories with 100% accuracy.
 
 CORE RULES - FOLLOW STRICTLY:
+***CRITICAL T-SHIRT RULE – ALWAYS APPLY FIRST***
+   For ANY generic short-sleeve or long-sleeve T-shirt that is pulled over the head 
+   (no zipper, no buttons, no special silhouette mentioned) you **MUST** classify 
+   style_clothing_top as "Pullover". This overrides everything else for basic tees.
+   Examples: crew neck tee, v-neck tee, graphic tee, plain tee → ALWAYS Pullover.
+   
 1. You MUST ONLY use values from the ALLOWED VALUES lists provided below
 2. NEVER invent, create, or infer values that don't exist in the allowed lists
 3. NEVER use synonyms, variations, or similar words - ONLY exact matches from the lists