Amazon Buy Box Monitor
browser-act/skills
Pulls Amazon product details, competing seller prices and seller ratings for a given ASIN through the BrowserAct API, without browser automation.
Performs the first search on an e-commerce platform using keywords derived from parsed user requirements.
Install Webshop Initial Search
$ npx skills add zjunlp/SkillNet --skill webshop-initial-search -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zjunlp/SkillNet webshop-initial-search --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-initial-search .claude/skills/webshop-initial-search && rm -rf skills-srcUse ~/.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/
Install the "webshop-initial-search" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-initial-search into .claude/skills/webshop-initial-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-initial-search", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-initial-searchType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add zjunlp/SkillNet --skill webshop-initial-search -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zjunlp/SkillNet webshop-initial-search --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .agents/skills && cp -r skills-src/experiments/src/skills/webshop/webshop-initial-search .agents/skills/webshop-initial-search && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "webshop-initial-search" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-initial-search into .agents/skills/webshop-initial-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-initial-search", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zjunlp/SkillNet --skill webshop-initial-search -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zjunlp/SkillNet webshop-initial-search --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/experiments/src/skills/webshop/webshop-initial-search .cursor/skills/webshop-initial-search && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "webshop-initial-search" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-initial-search into .cursor/skills/webshop-initial-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-initial-search", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/zjunlp/SkillNet.git --path experiments/src/skills/webshop/webshop-initial-search--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add zjunlp/SkillNet --skill webshop-initial-search -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zjunlp/SkillNet webshop-initial-search --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/experiments/src/skills/webshop/webshop-initial-search .gemini/skills/webshop-initial-search && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "webshop-initial-search" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-initial-search into .gemini/skills/webshop-initial-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-initial-search", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install zjunlp/SkillNet webshop-initial-searchInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add zjunlp/SkillNet --skill webshop-initial-search -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .github/skills && cp -r skills-src/experiments/src/skills/webshop/webshop-initial-search .github/skills/webshop-initial-search && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "webshop-initial-search" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-initial-search into .github/skills/webshop-initial-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-initial-search", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add zjunlp/SkillNet --skill webshop-initial-search -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install zjunlp/SkillNet webshop-initial-search --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/zjunlp/SkillNet.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/experiments/src/skills/webshop/webshop-initial-search .opencode/skills/webshop-initial-search && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "webshop-initial-search" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-initial-search into .opencode/skills/webshop-initial-search/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-initial-search", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
webshop-initial-search- GitHub stars
- 1.4k
- Token cost
- ~537 tokens
- SKILL.md length
- 236 words
- Files
- 1
- Skills in repo
- 122
- Repo updated
- First seen
- Licence
- MIT
At a glance
Performs the first search on an e-commerce platform using keywords derived from parsed user requirements.
- Works in 4 steps: Parse Requirements: Extract the core… → Formulate Search Query: Combine the… → Execute Search: Use the platform's… → …
- Starting product discovery from a user instruction
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Previous search results are insufficient and a new query is needed
What it does
Webshop Initial Search is an agent skill from zjunlp/SkillNet. Performs the first search on an e-commerce platform using keywords derived from parsed user requirements. Use when starting product discovery from a user instruction or when previous search results are insufficient and a new query is needed. It formulates a search query from the criteria (e.g., '24 pack of 7.5 ounce bottles of non-gmo classic tonic') and executes the search[] action, returning the initial result page.
Its SKILL.md is about 540 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
- Starting product discovery from a user instruction
- Previous search results are insufficient and a new query is needed
Example prompts
- “24 pack of 7.5 ounce bottles of non-gmo classic tonic”
- “Use the webshop-initial-search skill to perform the first search on an e-commerce platform using keywords derived from parsed user requirements”
- “/webshop-initial-search”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Parse Requirements: Extract the core product criteria from the user's instruction. Focus on
- Formulate Search Query: Combine the extracted criteria into a concise, natural-language search string. Prioritize specificity to filter…
- Execute Search: Use the platform's search[] action with your formulated query.
- Next Steps: After executing this skill, proceed to evaluate the search results. The next actions will typically involve clicking on a…
What it can do on your machine
Read from SKILL.md and the folder at commit c527136. 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 Initial Search loads about 537 tokens when it runs. Until then it costs about 111 tokens; SKILL.md has 236 words of instructions outside code blocks.
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 c527136, republished under its MIT licence (© zjunlp). 236 words, ~537 tokens.
Download SKILL.mdSave it as
.claude/skills/webshop-initial-search/SKILL.md (or your agent's skills folder).- name
- webshop-initial-search
- description
- Performs the first search on an e-commerce platform using keywords derived from parsed user requirements. Use when starting product discovery from a user instruction or when previous search results are insufficient and a new query is needed. It formulates a search query from the criteria (e.g., '24 pack of 7.5 ounce bottles of non-gmo classic tonic') and executes the search[] action, returning the initial result page.
Instructions
Parse Requirements: Extract the core product criteria from the user's instruction. Focus on:
- Quantity & Packaging: (e.g., "24 pack")
- Size: (e.g., "7.5 ounce bottles")
- Key Attributes: (e.g., "non-gmo", "classic tonic")
- Price Constraint: (e.g., "price lower than 50.00 dollars") - This is for validation later, not for the initial search query.
Formulate Search Query: Combine the extracted criteria into a concise, natural-language search string. Prioritize specificity to filter results effectively.
- Example: For "i would like to get a 24 pack of 7.5 ounce bottles of non-gmo classic tonic", the query should be:
24 pack of 7.5 ounce bottles of non-gmo classic tonic - Do not include the price constraint in the search keywords.
- Example: For "i would like to get a 24 pack of 7.5 ounce bottles of non-gmo classic tonic", the query should be:
Execute Search: Use the platform's
search[<keywords>]action with your formulated query.- The action output will be the initial search results page observation.
Next Steps: After executing this skill, proceed to evaluate the search results. The next actions will typically involve clicking on a promising product listing or refining the search.
Example
User instruction: "I would like to find a 24 pack of 7.5 ounce bottles of non-gmo classic tonic, and target price lower than 50.00 dollars"
Thought: I need to search for the product using the key attributes. I will omit the price constraint from the search keywords.
Action: search[24 pack of 7.5 ounce bottles of non-gmo classic tonic]
Observation: The platform returns the initial search results page with matching product listings.
© 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-initial-search of zjunlp/SkillNet.
Open the folder on GitHubat commit c527136
Compare with similar skills
Webshop Initial Search 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Webshop Initial Search this skillzjunlp/SkillNet | 1.4k | — | ~537 | Automated safety check: Pass | MIT | |
| Amazon Buy Box Monitorbrowser-act/skills | 6.1k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Tourmind Bookingtourmind-com/Tourmind-Booking-Skills | 1.7k | — | ~13k | Automated safety check: Pass | MIT | |
| Ecommerce Image Suitewzj177/ecommerce-image-suite | 446 | — | ~10k | Automated safety check: Pass | Apache-2.0 | |
| Zach Feature Demand Validatorzach22-1999/amazon-skills | 208 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Caramel CouponsDevinoSolutions/caramel | 141 | — | ~1.1k | Automated safety check: Pass | AGPL-3.0 |
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Related
Categories
Questions about Webshop Initial Search
What does Webshop Initial Search do?
Performs the first search on an e-commerce platform using keywords derived from parsed user requirements. Webshop Initial Search is an agent skill from zjunlp/SkillNet. Performs the first search on an e-commerce platform using keywords derived from parsed user requirements.
When should I use Webshop Initial Search?
Webshop Initial Search fits situations like: starting product discovery from a user instruction; previous search results are insufficient and a new query is needed.
How do I install Webshop Initial Search in Claude Code?
Run `npx skills add zjunlp/SkillNet --skill webshop-initial-search -a claude-code`. Or copy the skill folder (experiments/src/skills/webshop/webshop-initial-search in zjunlp/SkillNet) into .claude/skills/webshop-initial-search in your project. Claude Code loads it when a task matches its description.
How do I install Webshop Initial Search in Codex?
Run `npx skills add zjunlp/SkillNet --skill webshop-initial-search -a codex`. Or copy the skill folder (experiments/src/skills/webshop/webshop-initial-search in zjunlp/SkillNet) into .agents/skills/webshop-initial-search in your project. Codex loads it when a task matches its description.
Can I use Webshop Initial Search 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-initial-search -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-initial-search, .gemini/skills/webshop-initial-search, .github/skills/webshop-initial-search and .opencode/skills/webshop-initial-search in your project.
What does Webshop Initial Search need to run?
SKILL.md names no scripts, command-line tools or credentials: Webshop Initial Search is instructions for the agent only.
Does Webshop Initial Search 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 Initial Search 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 Initial Search use?
Webshop Initial Search 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 Initial Search use?
About 537 tokens (SKILL.md is roughly 2.1k 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 Initial Search?
Skills that share tags, products or a category with Webshop Initial Search: 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, 446 stars) and Zach Feature Demand Validator (zach22-1999/amazon-skills, 208 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Webshop Initial Search?
zjunlp (a GitHub organization) maintains it in zjunlp/SkillNet, which has 1,394 GitHub stars. The repository holds 122 skills in this directory. The repository was last updated on October 9, 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.