Individual skill

webshop-query-interpreter

Interprets a user's shopping query to extract key product requirements such as item type, attributes, and constraints. Use when a new shopping instruction is received and you need to parse natural language into structured criteria (product category, desired features, price limits) before performing a search. The output is a clear set of search parameters for use in subsequent product lookup steps.

experiments/src/skills/webshop/webshop-query-interpreter/SKILL.md

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Observed behavior: Instructions only
Last checked: Nov 7, 2026

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Repository stars (not skill ratings): 1,450
Repository last updated: Nov 2, 2026
License: MIT

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ai-agents Repository topic
ai-skills Repository topic
artificial-intelligence Repository topic
knowledge-graph Repository topic
large-language-models Repository topic
natural-language-processing Repository topic
openkg Repository topic
skills Repository topic
skillnet Repository topic
engineering Derived category

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SKILL.mdcore · 2,502 bytes
references/execution_example.mddoc · 252 bytes
references/query_patterns.mddoc · 2,002 bytes

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# Instructions

## Trigger
Activate this skill when a new shopping instruction is received from the user. The instruction will be a natural language request for a product.

## Core Process

1.  **Parse the Instruction:** Analyze the user's query to identify the following key components:
    *   **Primary Product Type:** The main item being requested (e.g., "hair extension").
    *   **Key Attributes/Features:** Descriptive requirements (e.g., "long", "clip-in", "natural looking").
    *   **Constraints:** Hard limits, especially price (e.g., "price lower than 40.00 dollars").

2.  **Structure the Output:** Format the extracted information into a clear, structured set of search parameters. Use the following template:

    ```