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webshop-search-formulator

Translate structured product attributes into concise e-commerce search strings.

1.1k|131|Updated Jan 10, 2026
Search Tags:#query optimization#e-commerce#product search#keyword generation#search formulation
One-click install
npx skills add https://github.com/zjunlp/SkillNet --skill webshop-search-formulator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: webshop-search-formulator
Source: https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-search-formulator
Command: npx skills add https://github.com/zjunlp/SkillNet --skill webshop-search-formulator

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This skill transforms structured product details into optimized search keywords, ensuring e-commerce platforms return the most relevant results efficiently.

Core Features & Use Cases

  • Intelligent Keyword Generation: Translates parsed product attributes into concise, effective search strings.
  • Optimized for E-commerce: Balances specificity and recall to maximize search result relevance.
  • Use Case: When a user requests "women's size 5 patent-beige high heel shoes under $90", this skill generates search[size 5 patent-beige high heel] for the initial search, allowing for price filtering later.

Quick Start

Use the webshop-search-formulator skill to generate a search query from the parsed product criteria.

Frequently Asked Questions about webshop-search-formulator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I generate optimized search keywords for e-commerce platforms?▼

Generate optimized search keywords by translating structured product attributes into concise search strings. This balances specificity and recall to maximize the relevance of initial search results on platforms like Amazon.

Should price ranges be included in initial e-commerce search queries?▼

Price ranges should be excluded from initial e-commerce search queries. This skill prioritizes distinctive product attributes and natural keyword order, allowing non-searchable filters like price to be applied later.

Can I use this skill for Amazon product search formulation?▼

You can use this skill for Amazon product search formulation, as it is optimized for e-commerce platforms. It translates parsed product criteria into effective search strings to maximize result relevance.

How does query optimization balance specificity and recall for product search?▼

Query optimization balances specificity and recall by prioritizing distinctive product attributes in natural keyword order. This approach ensures the generated search string maximizes the relevance of initial search results.

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