<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-12T17:22:04.530Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:22:04.911Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
{"timestamp": "2025-04-12T17:23:49.425Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"}
{"timestamp": "2025-04-14T01:39:30.371Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "paper quilling kit"}],
"promotion_items": [{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "quantity": ""},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "quantity": ""},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "quantity": ""},
{"title": "Paper Quilling Kit 3mm/5mm/10mm 1740pcs Quilling Paper Strips Quilling Tool Set with Storage Box with Quilling Electric Slotted Pen Needle Curler Crimper Comb Board Template Border Buddy Tower", "asin": "B073CHTXKF", "price": "$43.99", "quantity": ""},
{"title": "JoyPlus Quilling Kit for Beginners With Manual, 24 Supplies, Durable Storage, Updated Paper Crimper Tool, Premium Husking Board & Electronic Pen - Blue", "asin": "B08FMD6MV4", "price": "$49.99", "quantity": ""},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "quantity": ""},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "quantity": ""},
{"title": "JUYA Multi-color Quilling Strips Set 720 Strips 36 Colors 54cm Length/strip Paper Width 3mm", "asin": "B00Z1EEB28", "price": "$9.99", "quantity": ""},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "quantity": ""},
{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "quantity": ""},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "quantity": ""},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "quantity": ""}],
"ads": [{"title": "JUYA Metallic Paper Quilling Set 2/3/5/7/10mm Width Available (24 Colors, Paper Width 3mm)", "asin": "B01M73FDFD"},
{"title": "JUYA Paper Quilling Kit with Blue Tools 960 Strips Board Mould Crimper Coach Comb (Paper Width 3mm with Glue)", "asin": "B01MDK733B"},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU"}],
"search_results": [{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 3 left in stock - order soon."},
{"title": "JUYA Multi-color Quilling Strips Set 720 Strips 36 Colors 54cm Length/strip Paper Width 3mm", "asin": "B00Z1EEB28", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Paper Quilling Strips Set\uff0c36 Colors 900 Strips Width 3mm Length 39cm", "asin": "B073WWM4YP", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "MY CREATIVE CAMP Beginner's Quilling Kit for Kids and Adults, DIY Craft Kit for Kids and Adults, Paper Quilling Kit for Beginners with Tools, Instructions & Storage Box, Makes 10+ Fun Projects", "asin": "B08QMM2MND", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "12 Pack Paper Quilling Tools Slotted Kit, Different Sizes Rolling Curling Quilling Needle Pen Paper Cardmaking Project Tools Set for Paper Flowers", "asin": "B08DX69D6R", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Paper Quilling Kit 3mm/5mm/10mm 1740pcs Quilling Paper Strips Quilling Tool Set with Storage Box with Quilling Electric Slotted Pen Needle Curler Crimper Comb Board Template Border Buddy Tower", "asin": "B073CHTXKF", "price": "$43.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Flower& Hummingbird Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B6HCGNM9", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17 Arrives before Easter"},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner Handmade for DIY Paper Filigree Painting Kits, 16 * 20in Sunflower, Best Gift for Kids Family Friends, Home Room Wall Art Decor (Basic)", "asin": "B0BKGL1H8Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Green Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B42J5436", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quilling Kit with 1860 Paper Strips 39cm/54cm and Quilling Tools Like Quilling Pen Slotted Tool Paper Rolling Electric Pen Template Board Quilling DIY Tool Grid Guide Paper Design Drawings Scissors", "asin": "B07KJHFCRY", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "WEBEEDY Paper Quilling Kit 20 Sets Flower Card Quilling Kit with Paper Quilling Strips Tools Paper Quilling Set DIY Handmade Arts Crafts Christmas Valentine's Day Birthday Gifts", "asin": "B0CLRS4ZNQ", "price": "$15.46", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "12 Pcs Paper Quilling Slotted Tool Paper Curling Tools Kit Quilling Needle Pen for Art Craft Different Size DIY Paper Cardmaking Project Rolling Multifunction Slotted Quilling Tool Set Handmade Tools", "asin": "B0B9RZ8CXW", "price": "$5.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Paper Quilling Kit with Blue Tools 960 Strips Board Mould Crimper Coach Comb (Paper Width 3mm with Glue)", "asin": "B01MDK733B", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults, 16 * 20-inch Flowers and Butterflies, Exquisite Handmade for Beginner DIY Craft Painting Kits Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B0B8MLZDTS", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18 Arrives before Easter"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSW8S5W", "price": "$14.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSTDMWQ", "price": "$14.99", "delivery": "FREE delivery Fri, Apr 18 Only 9 left in stock - order soon."},
{"title": "Uniquilling Quilling Kit Paper Quilling Kit for Adults Beginner, Handmade DIY Craft Quilling Paper Filigree Painting Kit Tools, Room Wall Art Decor Gifts, 16 * 20-inch Great Wave Off Kanagawa (Basic)", "asin": "B0B7HCM662", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 8 left in stock - order soon."},
{"title": "WEBEEDY Paper Quilling Kit 20 Sets DIY Sea Animals Paper Quilling Kit with Paper Quilling Strips Supplies Ocean Greeting Card Making Kits for Beginners DIY Handmade Crafts Home Room Wall Decor Gift", "asin": "B0CX95HZ4J", "price": "$14.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quilling Kits - Quilling Tools and Supplies,Paper Crimper,Quilling Paper", "asin": "B07Q49DCPJ", "price": "$42.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Tanstic 64Pcs Paper Quilling Kits, 45 Colors 900 Strips Paper Quilling Tools and Supplies for Beginners Perfect DIY Handcraft Quilling Set", "asin": "B09GB476HL", "price": "$17.12", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 20 left in stock - order soon."},
{"title": "Konsait 20 Pack Paper Quilling Accessories Kit - Quilling Supplies for Adults - DIY Drawing Handcraft", "asin": "B08D7GHX8Y", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Lind Kitchen 3D Domes Half Ball Mould 3-Row Paper Quilling Tools Plastic Mini Quilling Mold for DIY Paper Craft Tool, Pink", "asin": "B0BD7QPPRG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 10 left in stock - order soon."},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSVC5L9", "price": "$19.60", "delivery": "FREE delivery Apr 23 - 29 for Prime members Only 1 left in stock - order soon."},
{"title": "Woohome Quilling Supplies Paper Quilling Kits with 12 Quilling Tools and 36 Colors 880 Strips Quilling Paper for Craft", "asin": "B0831DZ5RH", "price": "$16.90", "delivery": " Two-Day FREE delivery Thu, Apr 17 Only 1 left in stock - order soon."},
{"title": "Zorfeter 9 Sets Multi-Color Quilling Paper Strips Kits 900 Strips 42 Colors, 3mm Width, 15\" Length", "asin": "B091DZV862", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Flower& Hummingbird Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B6HCGNM9", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17 Arrives before Easter"},
{"title": "WEBEEDY 20 Sets Paper Quilling Kits for Beginners DIY Lovely Animal Quilling Card Making Kits with 36 Colors Strips, 20 Cards, Paper Quilling Tools and Supplies Home Room Wall Art Decor Creative Gift", "asin": "B0CX976YRS", "price": "$18.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Ywait2long Paper Quilling Kit for Beginners, DIY Craft Kit, Paper Filigree Kit with 5 Different Quilling Patterns, Updated Paper Crimper, Glue and Other Essential Tools - Fun and Creative Gift", "asin": "B0DB1G1BLG", "price": "$23.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "JUYA Quilling Greeting Card Making Kit Mega Pack 10 Different Kits", "asin": "B07X3LX9H4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YURROAD 19pcs Beginners Quilling Tools Kit Electric Slotted Quilling Pen Template Board Curling Coach Crimper Comb Filigrana Tools Set", "asin": "B075F72CYZ", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JoyPlus Quilling Kit for Beginners With Manual, 24 Supplies, Durable Storage, Updated Paper Crimper Tool, Premium Husking Board & Electronic Pen - Blue", "asin": "B08FMD6MV4", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YURROAD Quilling Paper Set with 900pcs 5mm Quilling Paper Strips Filigree Tool Kit and Quilling Board Slotted Pen Curling Coach Crimper", "asin": "B073D6X23Y", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 16 * 20-inch Purple Mandala, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09G2ZW9PR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 14 left in stock - order soon."},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults, 16 * 20-inch Flowers and Butterflies, Exquisite Handmade for Beginner DIY Craft Painting Kits Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B0B8MLZDTS", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18 Arrives before Easter"},
{"title": "Saktopdeco Colorful Quilling Paper Flowers DIY Flowers Petal Paper Quilling Strips for Beginners Handmade Art Crafts, 13.7 Inch / 35 CM", "asin": "B093H8GMZR", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "MDLUU Paper Quilling Kit with 1860 Strips and Quilling Tools and Storage Box, Paper Quilling Craft Great for DIY Learning Class, Home Decoration, Birthday Gift", "asin": "B07TSDRJ97", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Green Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B42J5436", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "WEBEEDY 20 Sets Paper Quilling Kit for Adult Beginner DIY Flower Basket Themes Quilling Blank Card Kit 5 Styles Flower Basket Greeting Card Making Kit with Instruction for Birthday Halloween Christmas", "asin": "B0DP44ZJB9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter Only 3 left in stock - order soon."},
{"title": "Floranea 4 Pcs Paper Quilling Tools Slotted Kit Rolling Curling Quilling Needle Pen Rose Blue for Art Craft DIY Paper Cardmaking Project (4 pcs)", "asin": "B07N5CN84K", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quill On World of Paper Quilling with Electric Quilling Tool | Paper Quilling Kit | Crafts for Girls Ages 8-12 | Craft Kit | 8 Year Old Girl Birthday Gift", "asin": "B0788K4V1M", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Uniquilling Quilling Paper Quilling Kits for Adults and Kids Beginner, Exquisite Handmade for DIY Paper Filigree Painting Kits, Home Room Wall Art Decor Best Gifts, 8 * 10-inch Betta(Basic)", "asin": "B0B9645BTS", "price": "$19.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter Only 5 left in stock - order soon."},
{"title": "Quilling Paper Set for Beginners with 36 Colors 900 Strips 3MM Quilling Papers Quilling Template Board Quilling Comb Quilling Curling Coach Quilling Slotted Pen", "asin": "B0B2JYD274", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Metallic Paper Quilling Set 2/3/5/7/10mm Width Available (24 Colors, Paper Width 3mm)", "asin": "B01M73FDFD", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "FAZHBARY 20 Inch / 50 CM Quilling Paper Flowers Kit Colorful 8 Different Petal Paper Quilling Strips Bulk for Beginners DIY Handmade Art Crafts", "asin": "B0BZYVBVLX", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Electric Slotted Tool Electric Quilling Pen Automated Paper Volume Curling Pen for Paper Rolling Crafts", "asin": "B09XQW4CQ8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kits Paper Quilling Kit for Adults Beginner, Paper Filigree Painting Kits DIY Kits for Adults with Complete Quilling Tools, Modern Wall Art for Living Room, 16*20-inch Owl(Basic)", "asin": "B099JHFXBF"},
{"title": "8 Pieces,Quilling Kits,Paper Quilling Tools,Quilling Knitting Board,Quilling Needles,Quilling Curling Coach,Paper Craft DIY Tools,Assorted Sizes Rolling Curling Quilling Needle Pen,XIWUMOER (Blue)", "asin": "B09Y985K1R", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kits, 8 * 10-in Letters A Paper Filigree Kits with Quilling Tools& Using Manual, Paper Quilling Kits, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B09DSV2ZWK", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Quilling Tool Quil Board with Pins Storage Box, Grid Guide Quilling Board for Making Paper Strips", "asin": "B075FR67QQ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Multi-Color Paper Quilling Strips Set 60 Colors 10 packs 54cm Length Paper Width 3mm (0.12 in)", "asin": "B092MM9JYP", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "19pcs Paper Quilling Tools Kit Paper Strips DIY Tool Set with Slotted Pen Quilling Board Curling Coach Comb Crimper Border Buddy Filigrana Tool Kit", "asin": "B074BWQ316", "price": "$21.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner Handmade for DIY Paper Filigree Painting Kits, 16 * 20in Sunflower, Best Gift for Kids Family Friends, Home Room Wall Art Decor (Basic)", "asin": "B0BKGL1H8Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "PH PandaHall Paper Quilling Kit 360pcs Paper Quilling Strips Sunflower Quilling Pattern Template Board Quilling Patterns DIY Crafts Set for Beginner Adults 9.6x8.2in", "asin": "B0D5HXQH5G", "price": "$15.89", "delivery": "FREE delivery Sat, Apr 19 Arrives before Easter Only 5 left in stock - order soon."},
{"title": "Quilling Kit, Flower Sampler", "asin": "B002LN61R0", "price": "$4.95", "delivery": "$4.50 delivery Wed, Apr 23"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Blue Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B4JJZ916"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-15T18:04:19.566Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

user
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-12T17:22:04.530Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:22:04.911Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
{"timestamp": "2025-04-12T17:23:49.425Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"}
{"timestamp": "2025-04-14T01:39:30.371Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "paper quilling kit"}],
"promotion_items": [{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "quantity": ""},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "quantity": ""},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "quantity": ""},
{"title": "Paper Quilling Kit 3mm/5mm/10mm 1740pcs Quilling Paper Strips Quilling Tool Set with Storage Box with Quilling Electric Slotted Pen Needle Curler Crimper Comb Board Template Border Buddy Tower", "asin": "B073CHTXKF", "price": "$43.99", "quantity": ""},
{"title": "JoyPlus Quilling Kit for Beginners With Manual, 24 Supplies, Durable Storage, Updated Paper Crimper Tool, Premium Husking Board & Electronic Pen - Blue", "asin": "B08FMD6MV4", "price": "$49.99", "quantity": ""},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "quantity": ""},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "quantity": ""},
{"title": "JUYA Multi-color Quilling Strips Set 720 Strips 36 Colors 54cm Length/strip Paper Width 3mm", "asin": "B00Z1EEB28", "price": "$9.99", "quantity": ""},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "quantity": ""},
{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "quantity": ""},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "quantity": ""},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "quantity": ""}],
"ads": [{"title": "JUYA Metallic Paper Quilling Set 2/3/5/7/10mm Width Available (24 Colors, Paper Width 3mm)", "asin": "B01M73FDFD"},
{"title": "JUYA Paper Quilling Kit with Blue Tools 960 Strips Board Mould Crimper Coach Comb (Paper Width 3mm with Glue)", "asin": "B01MDK733B"},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU"}],
"search_results": [{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 3 left in stock - order soon."},
{"title": "JUYA Multi-color Quilling Strips Set 720 Strips 36 Colors 54cm Length/strip Paper Width 3mm", "asin": "B00Z1EEB28", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Paper Quilling Strips Set\uff0c36 Colors 900 Strips Width 3mm Length 39cm", "asin": "B073WWM4YP", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "MY CREATIVE CAMP Beginner's Quilling Kit for Kids and Adults, DIY Craft Kit for Kids and Adults, Paper Quilling Kit for Beginners with Tools, Instructions & Storage Box, Makes 10+ Fun Projects", "asin": "B08QMM2MND", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "12 Pack Paper Quilling Tools Slotted Kit, Different Sizes Rolling Curling Quilling Needle Pen Paper Cardmaking Project Tools Set for Paper Flowers", "asin": "B08DX69D6R", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Paper Quilling Kit 3mm/5mm/10mm 1740pcs Quilling Paper Strips Quilling Tool Set with Storage Box with Quilling Electric Slotted Pen Needle Curler Crimper Comb Board Template Border Buddy Tower", "asin": "B073CHTXKF", "price": "$43.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Flower& Hummingbird Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B6HCGNM9", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17 Arrives before Easter"},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner Handmade for DIY Paper Filigree Painting Kits, 16 * 20in Sunflower, Best Gift for Kids Family Friends, Home Room Wall Art Decor (Basic)", "asin": "B0BKGL1H8Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Green Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B42J5436", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quilling Kit with 1860 Paper Strips 39cm/54cm and Quilling Tools Like Quilling Pen Slotted Tool Paper Rolling Electric Pen Template Board Quilling DIY Tool Grid Guide Paper Design Drawings Scissors", "asin": "B07KJHFCRY", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "WEBEEDY Paper Quilling Kit 20 Sets Flower Card Quilling Kit with Paper Quilling Strips Tools Paper Quilling Set DIY Handmade Arts Crafts Christmas Valentine's Day Birthday Gifts", "asin": "B0CLRS4ZNQ", "price": "$15.46", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "12 Pcs Paper Quilling Slotted Tool Paper Curling Tools Kit Quilling Needle Pen for Art Craft Different Size DIY Paper Cardmaking Project Rolling Multifunction Slotted Quilling Tool Set Handmade Tools", "asin": "B0B9RZ8CXW", "price": "$5.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Paper Quilling Kit with Blue Tools 960 Strips Board Mould Crimper Coach Comb (Paper Width 3mm with Glue)", "asin": "B01MDK733B", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults, 16 * 20-inch Flowers and Butterflies, Exquisite Handmade for Beginner DIY Craft Painting Kits Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B0B8MLZDTS", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18 Arrives before Easter"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSW8S5W", "price": "$14.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSTDMWQ", "price": "$14.99", "delivery": "FREE delivery Fri, Apr 18 Only 9 left in stock - order soon."},
{"title": "Uniquilling Quilling Kit Paper Quilling Kit for Adults Beginner, Handmade DIY Craft Quilling Paper Filigree Painting Kit Tools, Room Wall Art Decor Gifts, 16 * 20-inch Great Wave Off Kanagawa (Basic)", "asin": "B0B7HCM662", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 8 left in stock - order soon."},
{"title": "WEBEEDY Paper Quilling Kit 20 Sets DIY Sea Animals Paper Quilling Kit with Paper Quilling Strips Supplies Ocean Greeting Card Making Kits for Beginners DIY Handmade Crafts Home Room Wall Decor Gift", "asin": "B0CX95HZ4J", "price": "$14.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quilling Kits - Quilling Tools and Supplies,Paper Crimper,Quilling Paper", "asin": "B07Q49DCPJ", "price": "$42.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Tanstic 64Pcs Paper Quilling Kits, 45 Colors 900 Strips Paper Quilling Tools and Supplies for Beginners Perfect DIY Handcraft Quilling Set", "asin": "B09GB476HL", "price": "$17.12", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 20 left in stock - order soon."},
{"title": "Konsait 20 Pack Paper Quilling Accessories Kit - Quilling Supplies for Adults - DIY Drawing Handcraft", "asin": "B08D7GHX8Y", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Lind Kitchen 3D Domes Half Ball Mould 3-Row Paper Quilling Tools Plastic Mini Quilling Mold for DIY Paper Craft Tool, Pink", "asin": "B0BD7QPPRG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 10 left in stock - order soon."},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSVC5L9", "price": "$19.60", "delivery": "FREE delivery Apr 23 - 29 for Prime members Only 1 left in stock - order soon."},
{"title": "Woohome Quilling Supplies Paper Quilling Kits with 12 Quilling Tools and 36 Colors 880 Strips Quilling Paper for Craft", "asin": "B0831DZ5RH", "price": "$16.90", "delivery": " Two-Day FREE delivery Thu, Apr 17 Only 1 left in stock - order soon."},
{"title": "Zorfeter 9 Sets Multi-Color Quilling Paper Strips Kits 900 Strips 42 Colors, 3mm Width, 15\" Length", "asin": "B091DZV862", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Flower& Hummingbird Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B6HCGNM9", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17 Arrives before Easter"},
{"title": "WEBEEDY 20 Sets Paper Quilling Kits for Beginners DIY Lovely Animal Quilling Card Making Kits with 36 Colors Strips, 20 Cards, Paper Quilling Tools and Supplies Home Room Wall Art Decor Creative Gift", "asin": "B0CX976YRS", "price": "$18.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Ywait2long Paper Quilling Kit for Beginners, DIY Craft Kit, Paper Filigree Kit with 5 Different Quilling Patterns, Updated Paper Crimper, Glue and Other Essential Tools - Fun and Creative Gift", "asin": "B0DB1G1BLG", "price": "$23.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "JUYA Quilling Greeting Card Making Kit Mega Pack 10 Different Kits", "asin": "B07X3LX9H4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YURROAD 19pcs Beginners Quilling Tools Kit Electric Slotted Quilling Pen Template Board Curling Coach Crimper Comb Filigrana Tools Set", "asin": "B075F72CYZ", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JoyPlus Quilling Kit for Beginners With Manual, 24 Supplies, Durable Storage, Updated Paper Crimper Tool, Premium Husking Board & Electronic Pen - Blue", "asin": "B08FMD6MV4", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YURROAD Quilling Paper Set with 900pcs 5mm Quilling Paper Strips Filigree Tool Kit and Quilling Board Slotted Pen Curling Coach Crimper", "asin": "B073D6X23Y", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 16 * 20-inch Purple Mandala, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09G2ZW9PR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 14 left in stock - order soon."},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults, 16 * 20-inch Flowers and Butterflies, Exquisite Handmade for Beginner DIY Craft Painting Kits Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B0B8MLZDTS", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18 Arrives before Easter"},
{"title": "Saktopdeco Colorful Quilling Paper Flowers DIY Flowers Petal Paper Quilling Strips for Beginners Handmade Art Crafts, 13.7 Inch / 35 CM", "asin": "B093H8GMZR", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "MDLUU Paper Quilling Kit with 1860 Strips and Quilling Tools and Storage Box, Paper Quilling Craft Great for DIY Learning Class, Home Decoration, Birthday Gift", "asin": "B07TSDRJ97", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Green Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B42J5436", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "WEBEEDY 20 Sets Paper Quilling Kit for Adult Beginner DIY Flower Basket Themes Quilling Blank Card Kit 5 Styles Flower Basket Greeting Card Making Kit with Instruction for Birthday Halloween Christmas", "asin": "B0DP44ZJB9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter Only 3 left in stock - order soon."},
{"title": "Floranea 4 Pcs Paper Quilling Tools Slotted Kit Rolling Curling Quilling Needle Pen Rose Blue for Art Craft DIY Paper Cardmaking Project (4 pcs)", "asin": "B07N5CN84K", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quill On World of Paper Quilling with Electric Quilling Tool | Paper Quilling Kit | Crafts for Girls Ages 8-12 | Craft Kit | 8 Year Old Girl Birthday Gift", "asin": "B0788K4V1M", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Uniquilling Quilling Paper Quilling Kits for Adults and Kids Beginner, Exquisite Handmade for DIY Paper Filigree Painting Kits, Home Room Wall Art Decor Best Gifts, 8 * 10-inch Betta(Basic)", "asin": "B0B9645BTS", "price": "$19.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter Only 5 left in stock - order soon."},
{"title": "Quilling Paper Set for Beginners with 36 Colors 900 Strips 3MM Quilling Papers Quilling Template Board Quilling Comb Quilling Curling Coach Quilling Slotted Pen", "asin": "B0B2JYD274", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Metallic Paper Quilling Set 2/3/5/7/10mm Width Available (24 Colors, Paper Width 3mm)", "asin": "B01M73FDFD", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "FAZHBARY 20 Inch / 50 CM Quilling Paper Flowers Kit Colorful 8 Different Petal Paper Quilling Strips Bulk for Beginners DIY Handmade Art Crafts", "asin": "B0BZYVBVLX", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Electric Slotted Tool Electric Quilling Pen Automated Paper Volume Curling Pen for Paper Rolling Crafts", "asin": "B09XQW4CQ8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kits Paper Quilling Kit for Adults Beginner, Paper Filigree Painting Kits DIY Kits for Adults with Complete Quilling Tools, Modern Wall Art for Living Room, 16*20-inch Owl(Basic)", "asin": "B099JHFXBF"},
{"title": "8 Pieces,Quilling Kits,Paper Quilling Tools,Quilling Knitting Board,Quilling Needles,Quilling Curling Coach,Paper Craft DIY Tools,Assorted Sizes Rolling Curling Quilling Needle Pen,XIWUMOER (Blue)", "asin": "B09Y985K1R", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kits, 8 * 10-in Letters A Paper Filigree Kits with Quilling Tools& Using Manual, Paper Quilling Kits, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B09DSV2ZWK", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Quilling Tool Quil Board with Pins Storage Box, Grid Guide Quilling Board for Making Paper Strips", "asin": "B075FR67QQ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Multi-Color Paper Quilling Strips Set 60 Colors 10 packs 54cm Length Paper Width 3mm (0.12 in)", "asin": "B092MM9JYP", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "19pcs Paper Quilling Tools Kit Paper Strips DIY Tool Set with Slotted Pen Quilling Board Curling Coach Comb Crimper Border Buddy Filigrana Tool Kit", "asin": "B074BWQ316", "price": "$21.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner Handmade for DIY Paper Filigree Painting Kits, 16 * 20in Sunflower, Best Gift for Kids Family Friends, Home Room Wall Art Decor (Basic)", "asin": "B0BKGL1H8Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "PH PandaHall Paper Quilling Kit 360pcs Paper Quilling Strips Sunflower Quilling Pattern Template Board Quilling Patterns DIY Crafts Set for Beginner Adults 9.6x8.2in", "asin": "B0D5HXQH5G", "price": "$15.89", "delivery": "FREE delivery Sat, Apr 19 Arrives before Easter Only 5 left in stock - order soon."},
{"title": "Quilling Kit, Flower Sampler", "asin": "B002LN61R0", "price": "$4.95", "delivery": "$4.50 delivery Wed, Apr 23"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Blue Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B4JJZ916"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-15T18:04:19.566Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

<answer>{"timestamp": "2025-04-15T18:04:19.566Z","action": "click_product","acion_argument": "B00Z1EEB28",}</answer>
rule
<answer>{"timestamp": "2025-04-15T18:04:19.566Z","action": "click_product","acion_argument": "B00Z1EEB28",}</answer>
<|im_start|>system
You are a helpful assistant that is capable of understanding and predicting customer shopping behaviors on Amazon. You first think about the reasoning process in the mind and then predict the customer actions and action argument. The reasoning process and the predicted action and action argument are enclosed within <think> </think> and <answer> </answer> tags, respectively, i.e., <think>reasoning process here</think><answer>predicted action and action argument here</answer>.
<|im_end|>
<|im_start|>user
You are given a customer behavior trajectory on Amazon. This trajectory include the customer long-term information (enclosed between <|memory_start|> and <|memory_end|>), previous actions the customer has taken with timestamps (enclosed between <|action_start|> and <|action_end|>), and current observations describing what the customer sees on Amazon (e.g., a search results page, a product detail page) (enclosed between <|observation_start|> and <|observation_end|>). 
Now your task is to predict the immediate next action and action argument (i.e., input_text, product_asin, or click_type) of this shopper by analyzing shopper shopping behaviors. The available action space and action argument space are provided between <|actionspace_start|> and <|actionspace_end|> to help guide your prediction. Please first analyze the customer's behavior patterns within the  <think> </think> section, then provide your prediction within the <answer> </answer> section, ensuring your prediction falls within the specified action and argument spaces. 

<|actionspace_start|>
Available actions are represented in JSON format. There are four primary action types with their corresponding action arguments:
1. input:
Action: Type text into an input field to search for a specific product. 
Action Argument: the input_text is the specific text entered by the customer.
{
"timestamp": "timestamp",
"action": "input",
"action_argument": "input_text",
}

2. click:
Action: Click on a UI interface button or clickable element on the Amazon website.
Action Argument: The clickable_name is one of the UI interface buttons or clickable elements including "review", "search", "product_option", "other", "nav_bar", "quantity", "page_related", "suggested_term", "cart_side_bar", "cart_page_select", and "filter". Select one of these buttons or clickable elements as action argument.
{
"timestamp": "timestamp",
"action": "click",
"action_argument": "clickable_name",
}

3. click_product:
Action: Click on product links or product images.
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the clicked product.
{
"timestamp": "timestamp",
"action": "click_product",
"action_argument": "product_asin",
}

4. purchase:
Action: indicate intent to purchase by clicking on any purchase-related button. This includes clicking "Add to Cart", "Buy Now", "Set Subscription", or "Checkout" buttons for specific products. 
Action Argument: the Amazon Standard Identification Number (i.e., product_asin) of the product being purchased.
{
"timestamp": "timestamp",
"action": "purchase",
"action_argument": "product_asin",
}
<|actionspace_end|>

<|memory_start|>
{"timestamp": "2025-04-12T17:22:04.530Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:22:04.911Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:22:30.466Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:23:48.839Z", "action": "input", "action_argument": "always+ultra+thin+pads regular"}
{"timestamp": "2025-04-12T17:23:49.425Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-12T17:24:29.365Z", "action": "click_product", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T17:24:33.460Z", "action": "purchase", "action_argument": "B00G8DDCEE"}
{"timestamp": "2025-04-12T23:46:14.011Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-12T23:46:36.177Z", "action": "click", "action_argument": "review"}
{"timestamp": "2025-04-13T21:11:27.286Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:32.271Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:11:42.672Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-13T21:14:50.605Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:14:59.133Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:02.600Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:04.823Z", "action": "click", "action_argument": "other"}
{"timestamp": "2025-04-13T21:15:08.373Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-13T21:15:10.937Z", "action": "click", "action_argument": "page_related"}
{"timestamp": "2025-04-14T01:39:29.917Z", "action": "input", "action_argument": "post it notes"}
{"timestamp": "2025-04-14T01:39:30.371Z", "action": "click", "action_argument": "search"}
{"timestamp": "2025-04-14T01:39:46.757Z", "action": "click_product", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:46.683Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:40:56.477Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:05.492Z", "action": "click", "action_argument": "product_option"}
{"timestamp": "2025-04-14T01:41:23.020Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:41:27.655Z", "action": "purchase", "action_argument": "B0CMGJ6FRB"}
{"timestamp": "2025-04-14T01:42:10.423Z", "action": "click", "action_argument": "nav_bar"}
{"timestamp": "2025-04-14T01:42:14.723Z", "action": "click", "action_argument": "nav_bar"}
<|memory_end|>

<|action_start|>
{"timestamp": "2025-04-15T18:02:55.855Z", "action": "input", "action_argument": "paper quilling kit"}
<|action_end|>

<|observation_start|>
Your context will be the JSON string containing page metadata of the Amazon page you are looking at. This Amazon page is the context you observed after performing your last action.
"search_term": [{"term": "paper quilling kit"}],
"promotion_items": [{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "quantity": ""},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "quantity": ""},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "quantity": ""},
{"title": "Paper Quilling Kit 3mm/5mm/10mm 1740pcs Quilling Paper Strips Quilling Tool Set with Storage Box with Quilling Electric Slotted Pen Needle Curler Crimper Comb Board Template Border Buddy Tower", "asin": "B073CHTXKF", "price": "$43.99", "quantity": ""},
{"title": "JoyPlus Quilling Kit for Beginners With Manual, 24 Supplies, Durable Storage, Updated Paper Crimper Tool, Premium Husking Board & Electronic Pen - Blue", "asin": "B08FMD6MV4", "price": "$49.99", "quantity": ""},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "quantity": ""},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "quantity": ""},
{"title": "JUYA Multi-color Quilling Strips Set 720 Strips 36 Colors 54cm Length/strip Paper Width 3mm", "asin": "B00Z1EEB28", "price": "$9.99", "quantity": ""},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "quantity": ""},
{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "quantity": ""},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "quantity": ""},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "quantity": ""}],
"ads": [{"title": "JUYA Metallic Paper Quilling Set 2/3/5/7/10mm Width Available (24 Colors, Paper Width 3mm)", "asin": "B01M73FDFD"},
{"title": "JUYA Paper Quilling Kit with Blue Tools 960 Strips Board Mould Crimper Coach Comb (Paper Width 3mm with Glue)", "asin": "B01MDK733B"},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU"}],
"search_results": [{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Paper Quilling Kits - Quilling Tools and Supplies,Paper Strips (Green Storage Toolbox)", "asin": "B07TVXGMNL", "price": "$42.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 3 left in stock - order soon."},
{"title": "JUYA Multi-color Quilling Strips Set 720 Strips 36 Colors 54cm Length/strip Paper Width 3mm", "asin": "B00Z1EEB28", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Paper Quilling Strips Set\uff0c36 Colors 900 Strips Width 3mm Length 39cm", "asin": "B073WWM4YP", "price": "$10.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Paper Quilling Kits with 30 Colors 600 Strips and 8 Tools (Paper Width:3mm, Blue Tools)", "asin": "B017BFL6JU", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "MY CREATIVE CAMP Beginner's Quilling Kit for Kids and Adults, DIY Craft Kit for Kids and Adults, Paper Quilling Kit for Beginners with Tools, Instructions & Storage Box, Makes 10+ Fun Projects", "asin": "B08QMM2MND", "price": "$29.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "TUPARKA 19 Pcs Paper Quilling Kits 45 Colors 900 Strips Quilling Art Paper DIY Craft", "asin": "B07R4HT35P", "price": "$15.39", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "12 Pack Paper Quilling Tools Slotted Kit, Different Sizes Rolling Curling Quilling Needle Pen Paper Cardmaking Project Tools Set for Paper Flowers", "asin": "B08DX69D6R", "price": "$6.97", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Paper Quilling Kit 3mm/5mm/10mm 1740pcs Quilling Paper Strips Quilling Tool Set with Storage Box with Quilling Electric Slotted Pen Needle Curler Crimper Comb Board Template Border Buddy Tower", "asin": "B073CHTXKF", "price": "$43.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Flower& Hummingbird Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B6HCGNM9", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17 Arrives before Easter"},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner Handmade for DIY Paper Filigree Painting Kits, 16 * 20in Sunflower, Best Gift for Kids Family Friends, Home Room Wall Art Decor (Basic)", "asin": "B0BKGL1H8Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Green Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B42J5436", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quilling Kit with 1860 Paper Strips 39cm/54cm and Quilling Tools Like Quilling Pen Slotted Tool Paper Rolling Electric Pen Template Board Quilling DIY Tool Grid Guide Paper Design Drawings Scissors", "asin": "B07KJHFCRY", "price": "$32.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "WEBEEDY Paper Quilling Kit 20 Sets Flower Card Quilling Kit with Paper Quilling Strips Tools Paper Quilling Set DIY Handmade Arts Crafts Christmas Valentine's Day Birthday Gifts", "asin": "B0CLRS4ZNQ", "price": "$15.46", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "12 Pcs Paper Quilling Slotted Tool Paper Curling Tools Kit Quilling Needle Pen for Art Craft Different Size DIY Paper Cardmaking Project Rolling Multifunction Slotted Quilling Tool Set Handmade Tools", "asin": "B0B9RZ8CXW", "price": "$5.76", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Paper Quilling Kit with Blue Tools 960 Strips Board Mould Crimper Coach Comb (Paper Width 3mm with Glue)", "asin": "B01MDK733B", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults, 16 * 20-inch Flowers and Butterflies, Exquisite Handmade for Beginner DIY Craft Painting Kits Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B0B8MLZDTS", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18 Arrives before Easter"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSW8S5W", "price": "$14.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSTDMWQ", "price": "$14.99", "delivery": "FREE delivery Fri, Apr 18 Only 9 left in stock - order soon."},
{"title": "Uniquilling Quilling Kit Paper Quilling Kit for Adults Beginner, Handmade DIY Craft Quilling Paper Filigree Painting Kit Tools, Room Wall Art Decor Gifts, 16 * 20-inch Great Wave Off Kanagawa (Basic)", "asin": "B0B7HCM662", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 8 left in stock - order soon."},
{"title": "WEBEEDY Paper Quilling Kit 20 Sets DIY Sea Animals Paper Quilling Kit with Paper Quilling Strips Supplies Ocean Greeting Card Making Kits for Beginners DIY Handmade Crafts Home Room Wall Decor Gift", "asin": "B0CX95HZ4J", "price": "$14.59", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quilling Kits - Quilling Tools and Supplies,Paper Crimper,Quilling Paper", "asin": "B07Q49DCPJ", "price": "$42.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Tanstic 64Pcs Paper Quilling Kits, 45 Colors 900 Strips Paper Quilling Tools and Supplies for Beginners Perfect DIY Handcraft Quilling Set", "asin": "B09GB476HL", "price": "$17.12", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 20 left in stock - order soon."},
{"title": "Konsait 20 Pack Paper Quilling Accessories Kit - Quilling Supplies for Adults - DIY Drawing Handcraft", "asin": "B08D7GHX8Y", "price": "$9.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Lind Kitchen 3D Domes Half Ball Mould 3-Row Paper Quilling Tools Plastic Mini Quilling Mold for DIY Paper Craft Tool, Pink", "asin": "B0BD7QPPRG", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 10 left in stock - order soon."},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 8 * 10-inch Letters, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09DSVC5L9", "price": "$19.60", "delivery": "FREE delivery Apr 23 - 29 for Prime members Only 1 left in stock - order soon."},
{"title": "Woohome Quilling Supplies Paper Quilling Kits with 12 Quilling Tools and 36 Colors 880 Strips Quilling Paper for Craft", "asin": "B0831DZ5RH", "price": "$16.90", "delivery": " Two-Day FREE delivery Thu, Apr 17 Only 1 left in stock - order soon."},
{"title": "Zorfeter 9 Sets Multi-Color Quilling Paper Strips Kits 900 Strips 42 Colors, 3mm Width, 15\" Length", "asin": "B091DZV862", "price": "$8.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Flower& Hummingbird Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B6HCGNM9", "price": "$17.99", "delivery": " Two-Day FREE delivery Thu, Apr 17 Arrives before Easter"},
{"title": "WEBEEDY 20 Sets Paper Quilling Kits for Beginners DIY Lovely Animal Quilling Card Making Kits with 36 Colors Strips, 20 Cards, Paper Quilling Tools and Supplies Home Room Wall Art Decor Creative Gift", "asin": "B0CX976YRS", "price": "$18.49", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Ywait2long Paper Quilling Kit for Beginners, DIY Craft Kit, Paper Filigree Kit with 5 Different Quilling Patterns, Updated Paper Crimper, Glue and Other Essential Tools - Fun and Creative Gift", "asin": "B0DB1G1BLG", "price": "$23.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "JUYA Quilling Greeting Card Making Kit Mega Pack 10 Different Kits", "asin": "B07X3LX9H4", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YURROAD 19pcs Beginners Quilling Tools Kit Electric Slotted Quilling Pen Template Board Curling Coach Crimper Comb Filigrana Tools Set", "asin": "B075F72CYZ", "price": "$22.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JoyPlus Quilling Kit for Beginners With Manual, 24 Supplies, Durable Storage, Updated Paper Crimper Tool, Premium Husking Board & Electronic Pen - Blue", "asin": "B08FMD6MV4", "price": "$49.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "YURROAD Quilling Paper Set with 900pcs 5mm Quilling Paper Strips Filigree Tool Kit and Quilling Board Slotted Pen Curling Coach Crimper", "asin": "B073D6X23Y", "price": "$23.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner, 16 * 20-inch Purple Mandala, Exquisite DIY Paper Filigree Painting Kits Quilling Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B09G2ZW9PR", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Only 14 left in stock - order soon."},
{"title": "IMISNO Paper Quilling Strips Set 1040 Strips 26 Colors (3/5/7/10mmx38cm,Pack of 4 Sets)", "asin": "B01DVYWU36", "price": "$10.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "TUPARKA 15 PCS Paper Quilling Kits with 29 Colors 600 Strips Quilling Paper DIY Design Drawing Handcraft Tool", "asin": "B07J4D6LZ1", "price": "$12.99", "delivery": "FREE delivery Sun, Apr 20 for Prime members Only 1 left in stock - order soon."},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults, 16 * 20-inch Flowers and Butterflies, Exquisite Handmade for Beginner DIY Craft Painting Kits Tools, Home Room Wall Art Decor Best Gifts(Basic)", "asin": "B0B8MLZDTS", "price": "$19.99", "delivery": "FREE delivery Fri, Apr 18 Arrives before Easter"},
{"title": "Saktopdeco Colorful Quilling Paper Flowers DIY Flowers Petal Paper Quilling Strips for Beginners Handmade Art Crafts, 13.7 Inch / 35 CM", "asin": "B093H8GMZR", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "MDLUU Paper Quilling Kit with 1860 Strips and Quilling Tools and Storage Box, Paper Quilling Craft Great for DIY Learning Class, Home Decoration, Birthday Gift", "asin": "B07TSDRJ97", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Green Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B42J5436", "price": "$13.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "WEBEEDY 20 Sets Paper Quilling Kit for Adult Beginner DIY Flower Basket Themes Quilling Blank Card Kit 5 Styles Flower Basket Greeting Card Making Kit with Instruction for Birthday Halloween Christmas", "asin": "B0DP44ZJB9", "price": "$15.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter Only 3 left in stock - order soon."},
{"title": "Floranea 4 Pcs Paper Quilling Tools Slotted Kit Rolling Curling Quilling Needle Pen Rose Blue for Art Craft DIY Paper Cardmaking Project (4 pcs)", "asin": "B07N5CN84K", "price": "$4.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Quill On World of Paper Quilling with Electric Quilling Tool | Paper Quilling Kit | Crafts for Girls Ages 8-12 | Craft Kit | 8 Year Old Girl Birthday Gift", "asin": "B0788K4V1M", "price": "$38.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Uniquilling Quilling Paper Quilling Kits for Adults and Kids Beginner, Exquisite Handmade for DIY Paper Filigree Painting Kits, Home Room Wall Art Decor Best Gifts, 8 * 10-inch Betta(Basic)", "asin": "B0B9645BTS", "price": "$19.60", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter Only 5 left in stock - order soon."},
{"title": "Quilling Paper Set for Beginners with 36 Colors 900 Strips 3MM Quilling Papers Quilling Template Board Quilling Comb Quilling Curling Coach Quilling Slotted Pen", "asin": "B0B2JYD274", "price": "$18.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Metallic Paper Quilling Set 2/3/5/7/10mm Width Available (24 Colors, Paper Width 3mm)", "asin": "B01M73FDFD", "price": "$19.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "FAZHBARY 20 Inch / 50 CM Quilling Paper Flowers Kit Colorful 8 Different Petal Paper Quilling Strips Bulk for Beginners DIY Handmade Art Crafts", "asin": "B0BZYVBVLX", "price": "$8.98", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "Electric Slotted Tool Electric Quilling Pen Automated Paper Volume Curling Pen for Paper Rolling Crafts", "asin": "B09XQW4CQ8", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kits Paper Quilling Kit for Adults Beginner, Paper Filigree Painting Kits DIY Kits for Adults with Complete Quilling Tools, Modern Wall Art for Living Room, 16*20-inch Owl(Basic)", "asin": "B099JHFXBF"},
{"title": "8 Pieces,Quilling Kits,Paper Quilling Tools,Quilling Knitting Board,Quilling Needles,Quilling Curling Coach,Paper Craft DIY Tools,Assorted Sizes Rolling Curling Quilling Needle Pen,XIWUMOER (Blue)", "asin": "B09Y985K1R", "price": "$7.19", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "Uniquilling Quilling Kits, 8 * 10-in Letters A Paper Filigree Kits with Quilling Tools& Using Manual, Paper Quilling Kits, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B09DSV2ZWK", "price": "$11.99", "delivery": " Two-Day FREE delivery Thu, Apr 17"},
{"title": "Quilling Tool Quil Board with Pins Storage Box, Grid Guide Quilling Board for Making Paper Strips", "asin": "B075FR67QQ", "price": "$7.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "JUYA Multi-Color Paper Quilling Strips Set 60 Colors 10 packs 54cm Length Paper Width 3mm (0.12 in)", "asin": "B092MM9JYP", "price": "$14.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16"},
{"title": "19pcs Paper Quilling Tools Kit Paper Strips DIY Tool Set with Slotted Pen Quilling Board Curling Coach Comb Crimper Border Buddy Filigrana Tool Kit", "asin": "B074BWQ316", "price": "$21.99", "delivery": "FREE delivery Fri, Apr 18"},
{"title": "Uniquilling Quilling Paper Quilling Kit for Adults Beginner Handmade for DIY Paper Filigree Painting Kits, 16 * 20in Sunflower, Best Gift for Kids Family Friends, Home Room Wall Art Decor (Basic)", "asin": "B0BKGL1H8Z", "price": "$24.99", "delivery": " One-Day FREE delivery Tomorrow, Apr 16 Arrives before Easter"},
{"title": "PH PandaHall Paper Quilling Kit 360pcs Paper Quilling Strips Sunflower Quilling Pattern Template Board Quilling Patterns DIY Crafts Set for Beginner Adults 9.6x8.2in", "asin": "B0D5HXQH5G", "price": "$15.89", "delivery": "FREE delivery Sat, Apr 19 Arrives before Easter Only 5 left in stock - order soon."},
{"title": "Quilling Kit, Flower Sampler", "asin": "B002LN61R0", "price": "$4.95", "delivery": "$4.50 delivery Wed, Apr 23"},
{"title": "Uniquilling Quilling Kit, Paper Quilling Kits, 8 * 10-in Blue Turtle Paper Filigree Kits with Quilling Tools& Using Manual, DIY Quilling Artwork Modern Wall Art for Living Room", "asin": "B0B4JJZ916"}]
<|observation_end|>

# Output Format
Please provide your final answer in JSON format within <answer></answer> tags using the following schema (Note that the thinking process should be within 250 words and give enough output space for final answer):
"<answer>
{
"timestamp": "2025-04-15T18:04:19.566Z", // the timestamp when this action occurs.
"action": "string", // select one plausible action from: input, click_product, purchase, or click.
"acion_argument": "string", // select appropriate value based on action type: input_text, product_asin, clickable_name.
}
</answer>"

<|im_end|>
<|im_start|>assistant
<think>

train