skills.rest
taomiao
taomiaoCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

webshop-query-parser

Parse natural language shopping queries into structured product and price criteria.

145|1|Updated Mar 16, 2026
Search Tags:#e-commerce#natural language#search optimization#shopping#query parsing#product filters
One-click install
npx skills add https://github.com/taomiao/DynamicSkillCompiler --skill webshop-query-parser-taomiao
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: webshop-query-parser
Source: https://github.com/taomiao/DynamicSkillCompiler/tree/main/experiments/src/skills/webshop/webshop-query-parser
Command: npx skills add https://github.com/taomiao/DynamicSkillCompiler --skill webshop-query-parser-taomiao

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill enables e-commerce applications to parse user shopping queries into precise search parameters, improving product discovery accuracy.

Core Features & Use Cases

  • Natural Language Parsing: Converts free-form user instructions into structured product, attribute, and price constraints.
  • Use Case: When a user inputs "Find gluten free popcorn under 140 dollars," the Skill outputs criteria that can be used to refine web searches and filter product listings effectively.
  • Technical Scope: Executes a script parse_query.py to analyze instructions, refining search strategies based on parsed data for better shopping experience.

Quick Start

Use this Skill to process a customer's shopping instruction like "Show me organic green tea below $20."

Frequently Asked Questions about webshop-query-parser

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

FAQPage Schema
How do I parse natural language search queries for e-commerce product filters?▼

Parsing natural language search queries for e-commerce involves converting free-form user instructions into structured product, attribute, and price constraints. This Skill analyzes text inputs to generate actionable search parameters for accurate product discovery.

What is query parsing and how does it improve shopping search accuracy?▼

Query parsing extracts structured shopping criteria from natural language inputs, enabling e-commerce systems to deliver personalized product results. It interprets complex user instructions to refine web searches and filter product listings effectively.

Can I extract price constraints and product attributes from free-form shopping instructions?▼

Yes, you can extract price constraints and product attributes from free-form shopping instructions. The Skill processes inputs like "gluten free popcorn under 140 dollars" to output structured criteria for refining web searches and filtering listings.

How do I convert user search instructions into structured search criteria?▼

Converting user search instructions into structured search criteria is done by executing a script to analyze the text. It applies pattern recognition to interpret complex queries, identifying product types, attributes, and price limits to generate actionable parameters.

Does this natural language query parser require external dependencies?▼

No, this natural language query parser does not require external dependencies. It utilizes internal scripting and pattern recognition components to interpret complex queries and generate actionable search parameters without needing additional packages.

Related Skills

Explore More Product & Management Skills→
stackqlstackql

notebook-cell

Insert StackQL query cells into existing Jupyter notebooks.

Official
Intermediate
taomiaotaomiao
145

webshop-search-constructor

Constructs platform-compatible search queries from structured product criteria.

Community
Basic
Serg28Serg28

catalog-seo-filter-urls

Generate and parse SEO-optimized filter URLs for e-commerce catalogs.

Community
Intermediate
taomiaotaomiao
145

webshop-search-formulator

Convert structured product attributes into concise search keywords for e-commerce platforms.

Community
Basic