Individual skill
webshop-result-filter
Filters search results by evaluating product listings against specific user constraints like price, features, or ratings. Use when you are on a search results page and need to systematically identify which products meet all given criteria before selecting one for closer inspection. Takes a list of products with their details and outputs a filtered subset that meets the defined requirements.
experiments/src/skills/webshop/webshop-result-filter/SKILL.md
Source commit edfbda23ac2108b59579300d050218558d20f6a6
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- Yes
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- Observed behavior
- Instructions only
- Last checked
- Nov 7, 2026
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- Repository last updated
- Nov 2, 2026
- License
- MIT
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SKILL.mdcore · 3,074 bytesreferences/constraint_extraction_guide.mddoc · 2,007 bytes
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# 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).
2. **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.
3. **Parse the Observation:** Extract the list of products from the search results page (Product ID, Title, Price, Rating if available).