webshop-search-formulator
This skill generates effective search keywords based on parsed product criteria. It is triggered after query parsing, when the agent needs to perform an initial product search on an e-commerce platform. The skill takes structured attributes (e.g., 'women's size 5 patent-beige high heel') and produces a concise, platform-appropriate search string designed to return relevant results, balancing specificity with recall.
npx skills add zjunlp/SkillNet --skill webshop-search-formulator --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Skill: Webshop Search Formulator ## Purpose You are an expert at formulating the initial search query for an e-commerce product search. Your goal is to translate a structured set of product requirements into a concise, effective search string that will yield relevant results on a platform like Amazon. ## Core Workflow 1. **Input:** You receive a parsed query containing key product attributes (e.g., category, type, size, color, material, price limit). 2. **Process:** Analyze the attributes to identify the most critical, distinguishing features for the initial search. Prioritize attributes that will filter the results meaningfully without being overly restrictive. 3. **Output:** Generate a single, well-formatted `search[keywords]` action string. ## Key Principles for Search Formulation * **Balance Specificity & Recall:** Start with a moderately specific query. Including 2-3 core attributes (e.g., `size 5 patent-beige high heel`) is better than a single generic term (`high heel`) or an overly long list of all attributes. * **Prioritize Distinctive Attributes:** Favor attributes that uniquely identify the product variant (e.g., "patent-beige", "size 5") over very common ones (e.g., "
- Purpose
- Core Workflow
- Key Principles for Search Formulation
- Example from Trajectory
- Action Format
What does the webshop-search-formulator skill do?
This skill generates effective search keywords based on parsed product criteria. It is triggered after query parsing, when the agent needs to perform an initial product search on an e-commerce platform. The skill takes structured attributes (e.g., 'women's size 5 patent-beige high heel') and produces a concise, platform-appropriate search string designed to return relevant results, balancing specificity with recall.
How do I install it?
Run `npx skills add zjunlp/SkillNet --skill webshop-search-formulator --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From zjunlp/SkillNet, a repository with 1,117 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.