webshop-result-filter

Skill: webshop-result-filter

When to Use

Activate this skill when you are on a search results page in a web shopping environment and need to systematically evaluate which products meet a user's specific, multi-faceted requirements (e.g., "price lower than 40.00 dollars" AND "natural looking").

Core Instruction

1. Parse the Instruction: Extract the user's constraints from the instruction. Common constraints include:

• Price: A maximum or target price (e.g., price lower than 40.00 dollars).
• Features: Specific attributes or keywords (e.g., natural looking, long, clip-in).
• Ratings: A minimum rating threshold (if available in the observation).

1. Validate Constraints: Confirm you have at least one constraint extracted before proceeding. If the instruction contains no filterable criteria, skip filtering and select the first available product.

1. Parse the Observation: Extract the list of products from the search results page (Product ID, Title, Price, Rating if available).

1. Apply Filters: For each product, check it against all extracted constraints:

• Price Filter: Is the product price strictly below the user's maximum?
• Keyword/Feature Filter: Does the title/description contain the required feature keywords?
• Rating Filter: If a rating constraint exists, does the product meet the minimum?

1. Output Decision: Select the first product that passes all criteria as the primary candidate for click[product_id]. If no product passes:

• Try click[Next >] to check additional result pages.
• If no more pages, use search[refined keywords] with adjusted terms.

Example from Trajectory

• User Instruction: i need a long clip-in hair extension which is natural looking, and price lower than 40.00 dollars
• Extracted Constraints:
• price < 40.00
• Keywords: natural (implied from "natural looking")
• Observation (First Page): Contains ~10 products with IDs, titles, and prices.
• Filtering Process:

1. B09C337K8S: Price $29.99 (< $40.00). Title contains "Natural Looking". PASSES.
2. B093BKWHFK: Price $63.99 (> $40.00). FAILS on price.
3. B099K9Z9L2: Price $43.99 (> $40.00). FAILS on price.

• Result: B09C337K8S is selected as the top matching candidate.

Next Action

After identifying a matching product, click on it for more details:

Thought: [Summarize which constraints each product passed or failed, justify your selection.]

Action: click[<matching_product_id>]