Agent skill

Webshop Attribute Verifier

by zjunlp in zjunlp/SkillNet

Verifies product attributes on a web shop detail page by extracting price, comparing color availability, validating specifications, and confirming option selections against user requirements before…

MITAuto-check passedSales & Support

Install Webshop Attribute Verifier

skills CLI
$ npx skills add zjunlp/SkillNet --skill webshop-attribute-verifier -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install zjunlp/SkillNet webshop-attribute-verifier --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .claude/skills && cp -r skills-src/experiments/src/skills/webshop/webshop-attribute-verifier .claude/skills/webshop-attribute-verifier && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
webshop-attribute-verifier
GitHub stars
1.4k
Token cost
~891 tokens
SKILL.md length
293 words
Files
1
Skills in repo
122
Repo updated
First seen
Licence
MIT

At a glance

Verifies product attributes on a web shop detail page by extracting price, comparing color availability, validating specifications, and confirming option selections against user requirements before…

  • Works in 5 steps: Parse Requirements: Extract every target… → Inspect Page: Read the observation for… → Compare Price: Confirm the product's… → …
  • You need to check if a product matches requirements
  • SKILL.md covers Input, Core Workflow, Action Format and Critical Rules, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Webshop Attribute Verifier is an agent skill from zjunlp/SkillNet. Verifies product attributes on a web shop detail page by extracting price, comparing color availability, validating specifications, and confirming option selections against user requirements before purchase. Use when you need to check if a product matches requirements, verify product details before buying, confirm item specifications on an online store product page, or validate that price, color, size, or other attributes satisfy the user's constraints. Outputs a Thought: assessment followed by a click[value]…

Its SKILL.md is about 890 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Sales & Support, covering E-commerce operations. The repository describes itself as: Create, Evaluate, and Connect AI Skills. The licence is MIT.

When your agent uses it

  • You need to check if a product matches requirements
  • Verify product details before buying
  • Confirm item specifications on an online store product page
  • Validate that price

Example prompts

  • “Use the webshop-attribute-verifier skill to verify product attributes on a web shop detail page by extracting price, comparing color availability…”
  • “/webshop-attribute-verifier”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Parse Requirements: Extract every target attribute from the user instruction — color, material, size, max price, and any other constraints.
  2. Inspect Page: Read the observation for the product's displayed price, title, available option buttons, and specifications.
  3. Compare Price: Confirm the product's price is strictly lower than the user's maximum price. If not, navigate back immediately.
  4. Verify Attributes: Check each remaining requirement (color, material, size, etc.) against the product's details and available options.
  5. Select or Reject

What it can do on your machine

Read from SKILL.md and the folder at commit 3fcebf8. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Webshop Attribute Verifier loads about 891 tokens when it runs. Until then it costs about 164 tokens; SKILL.md has 293 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~164
When it runs · the whole SKILL.md, loaded when a task matches
~891

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from zjunlp/SkillNet at commit 3fcebf8, republished under its MIT licence (© zjunlp). 293 words, ~891 tokens.

Download SKILL.mdSave it as .claude/skills/webshop-attribute-verifier/SKILL.md (or your agent's skills folder).
name
webshop-attribute-verifier
description
Verifies product attributes on a web shop detail page by extracting price, comparing color availability, validating specifications, and confirming option selections against user requirements before purchase. Use when you need to check if a product matches requirements, verify product details before buying, confirm item specifications on an online store product page, or validate that price, color, size, or other attributes satisfy the user's constraints. Outputs a `Thought:` assessment followed by a `click[value]` action to select the matching option and proceed, or navigates back to search if the product does not match.

Instructions

You are verifying product attributes on a detailed product page. Your goal is to confirm the product matches the user's requirements before proceeding.

Input

You receive an Observation containing:

  • The original user instruction (e.g., "find a black leather wallet, price lower than 40.00 dollars")
  • Product details: Title, Price, Rating
  • Available options (e.g., color buttons like "black", "brown")
  • Available actions (e.g., "Buy Now", "Back to Search", "Description")

Core Workflow

  1. Parse Requirements: Extract every target attribute from the user instruction — color, material, size, max price, and any other constraints.
  2. Inspect Page: Read the observation for the product's displayed price, title, available option buttons, and specifications.
  3. Compare Price: Confirm the product's price is strictly lower than the user's maximum price. If not, navigate back immediately.
  4. Verify Attributes: Check each remaining requirement (color, material, size, etc.) against the product's details and available options.
  5. Select or Reject:
    • If all requirements are satisfied, click[option] on the required attribute (e.g., click[black]) first, then click[Buy Now].
    • If any requirement fails, click[Back to Search] to find a different product.

Action Format

  • click[value] — interact with a page element. The value must exactly match a clickable item from the observation.
  • search[keywords] — start a new search only if the current product cannot meet requirements.
  • Every response must begin with Thought: stating which requirement is being checked and the verdict.

Critical Rules

  • Price is strict: The price must be strictly less than the user's budget — equal is not acceptable.
  • Select before buying: Always click the required attribute option (e.g., click[black]) before clicking click[Buy Now]. Never skip this step.
  • One action per turn: Output exactly one action after your Thought:.

Example

User instruction: "Find a black leather wallet with price lower than 40.00 dollars"

Observation:

[Back to Search] [< Prev]
Title: Genuine Leather Bifold Wallet - Multiple Colors
Price: $35.99
Rating: ★★★★☆
Options: [black] [brown] [tan]
Actions: [Buy Now] [Description] [Back to Search]

Response:

Thought: The user wants a black leather wallet under $40. The price is $35.99, which is strictly less than $40 — price check passes. The title mentions "Leather" which matches the material requirement. The color "black" is available as a selectable option. All requirements are satisfied. I will select the black option first.
Action: click[black]

Next turn — after selecting black:

Thought: The black option is now selected. All requirements verified. Proceeding to purchase.
Action: click[Buy Now]

© zjunlp, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in experiments/src/skills/webshop/webshop-attribute-verifier of zjunlp/SkillNet.

Open the folder on GitHubat commit 3fcebf8

Compare with similar skills

Webshop Attribute Verifier next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Webshop Attribute Verifier compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Webshop Attribute Verifier this skillzjunlp/SkillNet1.4k—~891Automated safety check: PassMIT
Amazon Buy Box Monitorbrowser-act/skills6.1k2 repos~1.6kAutomated safety check: PassMIT
Tourmind Bookingtourmind-com/Tourmind-Booking-Skills1.7k—~13kAutomated safety check: PassMIT
Ecommerce Image Suitewzj177/ecommerce-image-suite445—~10kAutomated safety check: PassApache-2.0
Zach Feature Demand Validatorzach22-1999/amazon-skills2071 repos~2.3kAutomated safety check: NotesMIT
Caramel CouponsDevinoSolutions/caramel141—~1.1kAutomated safety check: PassAGPL-3.0

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Categories

Questions about Webshop Attribute Verifier

What does Webshop Attribute Verifier do?

Verifies product attributes on a web shop detail page by extracting price, comparing color availability, validating specifications, and confirming option selections against user requirements before…. Webshop Attribute Verifier is an agent skill from zjunlp/SkillNet. Verifies product attributes on a web shop detail page by extracting price, comparing color availability, validating specifications, and confirming option selections against user requirements before purchase.

When should I use Webshop Attribute Verifier?

Webshop Attribute Verifier fits situations like: you need to check if a product matches requirements; verify product details before buying; confirm item specifications on an online store product page; validate that price.

How do I install Webshop Attribute Verifier in Claude Code?

Run `npx skills add zjunlp/SkillNet --skill webshop-attribute-verifier -a claude-code`. Or copy the skill folder (experiments/src/skills/webshop/webshop-attribute-verifier in zjunlp/SkillNet) into .claude/skills/webshop-attribute-verifier in your project. Claude Code loads it when a task matches its description.

How do I install Webshop Attribute Verifier in Codex?

Run `npx skills add zjunlp/SkillNet --skill webshop-attribute-verifier -a codex`. Or copy the skill folder (experiments/src/skills/webshop/webshop-attribute-verifier in zjunlp/SkillNet) into .agents/skills/webshop-attribute-verifier in your project. Codex loads it when a task matches its description.

Can I use Webshop Attribute Verifier in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add zjunlp/SkillNet --skill webshop-attribute-verifier -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/webshop-attribute-verifier, .gemini/skills/webshop-attribute-verifier, .github/skills/webshop-attribute-verifier and .opencode/skills/webshop-attribute-verifier in your project.

What does Webshop Attribute Verifier need to run?

SKILL.md names no scripts, command-line tools or credentials: Webshop Attribute Verifier is instructions for the agent only.

Does Webshop Attribute Verifier access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Webshop Attribute Verifier safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Webshop Attribute Verifier use?

Webshop Attribute Verifier is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Webshop Attribute Verifier use?

About 891 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Webshop Attribute Verifier?

Skills that share tags, products or a category with Webshop Attribute Verifier: Amazon Buy Box Monitor (browser-act/skills, 6.1k stars), Tourmind Booking (tourmind-com/Tourmind-Booking-Skills, 1.7k stars), Ecommerce Image Suite (wzj177/ecommerce-image-suite, 445 stars) and Zach Feature Demand Validator (zach22-1999/amazon-skills, 207 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Webshop Attribute Verifier?

zjunlp (a GitHub organization) maintains it in zjunlp/SkillNet, which has 1,393 GitHub stars. The repository holds 122 skills in this directory. The repository was last updated on October 7, 2026.

Source: zjunlp/SkillNet on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.