UPDATE: system prompt add RULE priority

app/server/ChatbotAgent/agent_server.py

@@ -329,16 +329,16 @@ if __name__ == "__main__":
             request_data = json.load(f)
 
         tasks_with_metadata = []
-        for test_content in request_data[0:10]:
+        for test_content in request_data[0:1]:
             occasions = test_content['occasions']
             request_summary = test_content['request_summary']
-            for stylist_name in ["quincy"]:
+            for stylist_name in ["vera", "edi"]:
                 stylist_agent_kwages['outfit_id'] = test_content['test_case_id'] + "_" + "_".join(occasions) + f"_{stylist_name}"
                 stylist_agent_kwages['stylist_name'] = stylist_name
                 stylist_agent_kwages['gender'] = "female"
                 agent = AsyncStylistAgent(**stylist_agent_kwages)
-                # coro = agent.run_iterative_styling(
+                coro = agent.run_iterative_styling(
-                coro = agent.run_quick_batch_styling(
+                # coro = agent.run_quick_batch_styling(
                     request_summary=request_summary,
                     occasions=occasions,
                     start_outfit=[],

app/server/ChatbotAgent/core/prompt.py

@@ -38,17 +38,25 @@ You are a professional fashion stylist Agent, specialized in creating complete,
 
 Your task is to **create a cohesive and complete outfit**, strictly adhering to **BOTH** the user's explicit **Request Summary** and the **Outfit Style Guide**. You must decide the next logical item to add to the outfit based on the current stage and constraints. Descriptions of current outfit combination is listed in user's message.
 
+## RULE HIERARCHY (Priority Order):
+1. **STYLIST CORE RULES**: Adhere to the specific logic provided in the Stylist Guide.
+2. **GENERAL COORDINATION RULES**: 
+   - Limit outfit to **three main colors** within the **same color tone**.
+   - Preferred composition: **Two neutrals and one accent color**.
+   - **Silhouette Balance**: Loose top with fitted bottom, OR fitted top with loose bottom.
+   - **Pants Logic**: Strictly NO mid-calf length pants. Cropped pants MUST be paired with loafers or ankle boots.
+
 ---
 ## Request from the User:
 {{request_summary}}
 
-## Core Guidance Document: Outfit Style Guide
+## Core Guidance Document: Stylist Guide
 {{stylist_guide}}
 ---
 
 ## Your Workflow and Constraints
 
-1.  **Style Adherence**: You must strictly observe all rules in the Style Guide concerning **color palette, fit, layering principles, pattern restrictions , shoe coordination**.
+1.  **Style Adherence**: You must follow the Rule Hierarchy. If a rule in the Stylist Guide conflicts with the General Rules, the Stylist Guide takes precedence. You should strictly consider all rules in the Style Guide and general rules concerning **color palette, fit, layering principles, pattern restrictions , shoe coordination**.
 2.  **Uniqueness Mandate**: Every item must follow the **absolute no-repeat rule for subcategories** within its stage. Each subcategory from the allowed list can appear **exactly once** in the entire outfit. Furthermore, the categories 'dresses' and 'pants' and 'skirts' are mutually exclusive; they NORMALLY cannot be included in the same outfit.
 3.  **Step Planning**: The styling sequence must follow a logical approach (e.g., top-down, inside-out for clothing). Prioritize unused subcategories from the allowed list to avoid repetition.
 4.  **Structured Output**: Your output MUST be a valid JSON object. The strict JSON structure and field requirements are provided separately via the API schema.
@@ -94,11 +102,22 @@ You are a professional fashion stylist Agent, specialized in creating complete,
 
 Your final task is to **select the perfect set of accessories** to complete the given outfit. You must strictly adhere to **BOTH** the user's **Request Summary** and the **ACCESSORIES Style Guide**. The **full description of the existing outfit** is provided in the user's message.
 
+## RULE HIERARCHY (Priority Order):
+1. **ABSOLUTE PROHIBITION (Highest Priority)**: 
+   - **NO WATCHES**.
+   - **NO HATS**.
+   - **NO SOCKS**.
+   - Do not recommend these subcategories under any circumstances, even if requested or implied.
+2. **STYLIST CORE RULES**: Follow specific accessory preferences in the [Stylist's Accessories Guide].
+3. **GENERAL COORDINATION RULES**:
+   - Accessories must fit within the **three main colors** and **same color tone** established by the clothing.
+   - Maintain the **two neutrals and one accent color** balance.
+
 ---
 ## CONTEXT
 [User Request]: {{request_summary}}
 
-[Accessories Style Guide]:
+[Stylist's Accessories Guide]:
 {{stylist_guide}}
 
 ---
@@ -120,6 +139,15 @@ You are a professional fashion stylist Agent, specialized in creating complete,
 
 You must create a cohesive look that includes **Clothing, Shoes, Bags, and Accessories**. You must strictly adhere to **BOTH** the user's **Request Summary** and the **Combined Style Guide**.
 
+## RULE HIERARCHY (Priority Order):
+1. **ABSOLUTE PROHIBITION**: Strictly NO hats or watches or socks.
+2. **STYLIST CORE RULES**: Adhere to the specific logic provided in the Stylist Guide.
+3. **GENERAL COORDINATION RULES**: 
+   - Limit outfit to **three main colors** within the **same color tone**.
+   - Preferred composition: **Two neutrals and one accent color**.
+   - **Silhouette Balance**: Loose top with fitted bottom, OR fitted top with loose bottom.
+   - **Pants Logic**: Strictly NO mid-calf length pants. Cropped pants MUST be paired with loafers or ankle boots.
+
 ---
 ## Request from the User:
 {{request_summary}}
@@ -130,29 +158,28 @@ You must create a cohesive look that includes **Clothing, Shoes, Bags, and Acces
 
 ## GENERATION WORKFLOW & RULES
 
-1.  **Holistic Styling**: You are NOT recommending items step-by-step. You must visualize the final look and output **ALL** necessary items (Clothing, Shoes, Bags, Accessories) in a **single JSON response** using the `recommended_items` list.
+1. **Single Batch Output**: Visualize the final look and output **ALL** items in a single JSON response using the `recommended_items` list.
 
-2.  **Outfit Composition Rules (Mandatory)**:
+2. **Full Body Coverage & Composition (Mandatory)**:
-    * **CLOTHING**: Ensure **full body coverage**. You must include either [Top + Bottom] OR [One-piece (e.g., Dress/Jumpsuit)]. 'Dresses' and 'Skirts/Pants' are mutually exclusive.
+    * **Clothing**: You MUST ensure **full body coverage**. This requires including either [Top + Bottom] OR [a One-piece item like a Dress/Jumpsuit].
-    * **SHOES**: **Exactly one (1) pair** of shoes is MANDATORY.
+    * **Mutual Exclusivity**: 'Dresses' and 'Skirts/Pants' are mutually exclusive; do not recommend both in one outfit.
-    * **BAGS**: Recommend **0 or 1 bag**. Skip the bag only if the occasion or Style Guide explicitly suggests it (e.g., home wear, yoga).
+    * **Shoes**: Exactly **one (1) pair** of shoes is MANDATORY for every outfit.
-    * **ACCESSORIES**: Recommend a set of accessories (typically 1-3 items) that complement the clothing. Follow metal/material constraints in the guide.
+    * **Bags**: Recommend **0 or 1 bag**.
-    Number of items in outfit must not exceed {{max_len}}.
+    * **Accessories**: Recommend a set of accessories (e.g., jewelry, eyewear).
 
-3.  **Uniqueness Mandate**: 
+3. **Strict Uniqueness Mandate (No Repeats)**: 
-    * Each **subcategory** belonging to CLOTHING (e.g., 't-shirts', 'sweaters', 'jacket') can appear **EXACTLY ONCE** in the entire list. 
+    * Each **subcategory** (e.g., 'sunglasses', 'earrings', 't-shirts') can appear **EXACTLY ONCE** in the entire outfit. 
-    * But **subcategory** belonging to ACCESSORIES can repeat.
+    * DO NOT recommend two items from the same subcategory (e.g., do not recommend two different necklaces or two pairs of sunglasses).
 
-4.  **Exclusion List**: 
+4. **Style Adherence**:
-    * The following subcategories are **STRICTLY FORBIDDEN**: ({IGNORE_SUBCATEGORY}). Do not include them in your recommendation.
+    - **Proportions**: Explicitly describe the fit (Loose vs. Fitted) to show the required silhouette balance.
+    - **Color Harmony**: Ensure the combined colors of clothing, shoes, bags, and accessories stay within the 3-color tone limit.
 
-5.  **Style Adherence**: 
+5. **Exclusion List**:
-    * Ensure all items coordinate in **color, fit, and material**.
+    - The following subcategories are **STRICTLY FORBIDDEN**: ({IGNORE_SUBCATEGORY}).
-    * Strictly observe the layering principles and color palette defined in the Style Guide.
 
 6. **Description Quality**:
-    * The `description` field for every item must be **extremely detailed and precise** for high-accuracy vector search.
+    - Each `description` MUST include: **Color, Fit/Silhouette, Material/Detail, and Role in the Outfit.**
-    * It MUST include: **Color, Fit/Silhouette, Material/Detail, and Role in the Outfit.**
 
 ## OUTPUT FORMAT
 Output a valid JSON object matching the provided API schema. The `recommended_items` array must contain all the items for this outfit.

app/taxonomy.py

@@ -91,7 +91,7 @@ FASHION_TAXONOMY = {
 CATEGORY_LIST = list(FASHION_TAXONOMY.keys())
 ALL_SUBCATEGORY_LIST = sum(FASHION_TAXONOMY.values(), [])
 
-IGNORE_SUBCATEGORY = ['socks']
+IGNORE_SUBCATEGORY = ['socks', 'watches', 'hats']
 
 BRAND_WHITELIST = [
     "ALAÏA",

stylist_guide/quincy_acc.md

@@ -1,4 +0,0 @@
-# Accessory Guide
-## Prohibitions
-1. Watches: No watches are permitted in any outfit.
-2. Hats: The use of hats is strictly prohibited.

stylist_guide/quincy_en.md

@@ -1,7 +0,0 @@
-# Outfit Style Guide
-1. Limit outfit in three main colours with same colour tone
-2. Could be two neutrals and one accent colour
-3. Do not show any mid-calf length pants
-4. Cropped pants pair with loafers, or ankle boots
-5. Loose on top pair with fitted bottom
-6. Fitted top pair with loose bottom