How do I install the Webshop Product Selector skill?

Run npx skillmds add zjunlp/webshop-product-selector in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Webshop Product Selector safe to use?

This skill has not completed SkillMD's automated safety review yet. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Webshop Product Selector?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Webshop Product Selector free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Webshop Product Selector?

zjunlp (@zjunlp) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Webshop Product Selector by zjunlp — Agent Skill

Name: Webshop Product Selector
Rating: 4.666666666666667 (3 reviews)
Author: zjunlp

Webshop Product Selector

Selects the most promising product candidate from a filtered shortlist for detailed inspection. Use when you are on a search results page with multiple viable items and need to make a final selection based on a heuristic such as best feature match or lowest price. Triggers navigation to the selected product's detail page via click[product_id].

zjunlp d9eb755 2 files · 4.1 KB Updated Sep 10, 2026

File contents

Instructions

Use this skill when you are on a search results page with multiple product options that appear to meet the user's core requirements.

Decision Process

Assess the List: Review the provided observation, which contains a list of products. Each product entry typically includes a Product ID (e.g., B093C1THVP), a title, and a price.
Apply Selection Heuristic: Use the bundled selector.py script to programmatically identify the best candidate. The script implements the following logic:
- Filters products strictly under the user's specified maximum price.
- Scores remaining products based on keyword matching in the title against the user's core requirements (e.g., "portable", "easy to carry", "double horn").
- Selects the product with the highest score. In case of a tie, it chooses the lowest-priced item.
Execute Action: The final action is always to click on the selected product's ID to navigate to its detail page for final verification and purchase. The action format is click[product_id].

Thought Process Template

Structure your reasoning before acting using this template:

Thought: [List the user's requirements, evaluate each candidate product against them, explain why the selected product is the best match.] Action: click[<product_id>]

Example

Instruction: "i need a portable double horn bluetooth speaker that is easy to carry, and price lower than 50.00 dollars"

Observation (Search Results):

B093C1THVP: "Portable Double Horn Bluetooth Speaker — Compact & Easy to Carry" — $32.99
B08XYZ1234: "Double Horn Wireless Speaker — Premium Sound" — $55.00
B07ABC5678: "Mini Portable Bluetooth Speaker" — $19.99

Thought: The user needs a portable, double horn bluetooth speaker that is easy to carry, under $50. B093C1THVP at $32.99 matches "portable", "double horn", and "easy to carry" — all keywords present in the title. B08XYZ1234 exceeds the $50 budget. B07ABC5678 is within budget but lacks "double horn". Selecting B093C1THVP as the best match. Action: click[B093C1THVP]

---name: webshop-product-selectordescription: Selects the most promising product candidate from a filtered shortlist for detailed inspection. Use when you are on a search results page with multiple viable items and need to make a final selection based on a heuristic such as best feature match or lowest price. Triggers navigation to the selected product's detail page via click[product_id].---# InstructionsUse this skill when you are on a search results page with multiple product options that appear to meet the user's core requirements.## Decision Process1. **Assess the List:** Review the provided observation, which contains a list of products. Each product entry typically includes a Product ID (e.g., `B093C1THVP`), a title, and a price.2. **Apply Selection Heuristic:** Use the bundled `selector.py` script to programmatically identify the best candidate. The script implements the following logic: * Filters products strictly under the user's specified maximum price. * Scores remaining products based on keyword matching in the title against the user's core requirements (e.g., "portable", "easy to carry", "double horn"). * Selects the product with the highest score. In case of a tie, it chooses the lowest-priced item.3. **Execute Action:** The final action is always to click on the selected product's ID to navigate to its detail page for final verification and purchase. The action format is `click[product_id]`.## Thought Process TemplateStructure your reasoning before acting using this template:**Thought:** [List the user's requirements, evaluate each candidate product against them, explain why the selected product is the best match.]**Action:** `click[<product_id>]`## Example**Instruction:** "i need a portable double horn bluetooth speaker that is easy to carry, and price lower than 50.00 dollars"**Observation (Search Results):**- B093C1THVP: "Portable Double Horn Bluetooth Speaker — Compact & Easy to Carry" — $32.99- B08XYZ1234: "Double Horn Wireless Speaker — Premium Sound" — $55.00- B07ABC5678: "Mini Portable Bluetooth Speaker" — $19.99**Thought:** The user needs a portable, double horn bluetooth speaker that is easy to carry, under $50. B093C1THVP at $32.99 matches "portable", "double horn", and "easy to carry" — all keywords present in the title. B08XYZ1234 exceeds the $50 budget. B07ABC5678 is within budget but lacks "double horn". Selecting B093C1THVP as the best match.**Action:** `click[B093C1THVP]`

Frequently asked questions