Cold Outbound Optimizer
ericosiu/ai-marketing-skills
Design, analyze, and optimize cold outbound email campaigns for Instantly.
Selects the most promising product candidate from a filtered shortlist for detailed inspection.
Install Webshop Product Selector
$ npx skills add zjunlp/SkillNet --skill webshop-product-selector -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zjunlp/SkillNet webshop-product-selector --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-product-selector .claude/skills/webshop-product-selector && 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-product-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-product-selector into .claude/skills/webshop-product-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-product-selector", 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-product-selectorType 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-product-selector -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zjunlp/SkillNet webshop-product-selector --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-product-selector .agents/skills/webshop-product-selector && 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-product-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-product-selector into .agents/skills/webshop-product-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-product-selector", 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-product-selector -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zjunlp/SkillNet webshop-product-selector --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-product-selector .cursor/skills/webshop-product-selector && 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-product-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-product-selector into .cursor/skills/webshop-product-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-product-selector", 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-product-selector--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-product-selector -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zjunlp/SkillNet webshop-product-selector --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-product-selector .gemini/skills/webshop-product-selector && 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-product-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-product-selector into .gemini/skills/webshop-product-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-product-selector", 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-product-selectorInstalls 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-product-selector -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-product-selector .github/skills/webshop-product-selector && 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-product-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-product-selector into .github/skills/webshop-product-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-product-selector", 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-product-selector -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-product-selector --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-product-selector .opencode/skills/webshop-product-selector && 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-product-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-product-selector into .opencode/skills/webshop-product-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-product-selector", 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-product-selector- GitHub stars
- 1.4k
- Token cost
- ~627 tokens
- SKILL.md length
- 292 words
- Files
- 2 (incl. references)
- Skills in repo
- 122
- Repo updated
- First seen
- Licence
- MIT
At a glance
Selects the most promising product candidate from a filtered shortlist for detailed inspection.
- Works in 3 steps: Assess the List: Review the provided… → Apply Selection Heuristic: Use the… → Execute Action: The final action is…
- Navigation to the selected products detail page via click[productid]
- SKILL.md covers Decision Process, Thought Process Template and Example
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Webshop Product Selector is an agent skill from zjunlp/SkillNet. 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[productid].
Its SKILL.md is about 630 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/action_format.md`).
It sits in Sales & Support. The repository describes itself as: Create, Evaluate, and Connect AI Skills. The licence is MIT.
When your agent uses it
- Navigation to the selected products detail page via click[productid]
Example prompts
- “Use the webshop-product-selector skill to select the most promising product candidate from a filtered shortlist for detailed inspection”
- “/webshop-product-selector”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Assess the List: Review the provided observation, which contains a list of products. Each product entry typically includes a Product ID…
- Apply Selection Heuristic: Use the bundled selector.py script to programmatically identify the best candidate. The script implements the…
- 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…
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 Product Selector loads about 627 tokens when it runs, and up to ~1k if it reads all its reference files. Until then it costs about 93 tokens; SKILL.md has 292 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). 292 words, ~627 tokens.
Download SKILL.mdSave it as
.claude/skills/webshop-product-selector/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- webshop-product-selector
- description
- 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].
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.pyscript 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]
© 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
SKILL.md and 1 other file (references) in experiments/src/skills/webshop/webshop-product-selector of zjunlp/SkillNet.
- SKILL.md
- references/action_format.md
Open the folder on GitHubat commit c527136
Compare with similar skills
Webshop Product Selector 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 Product Selector this skillzjunlp/SkillNet | 1.4k | — | ~627 | Automated safety check: Pass | MIT | |
| Cold Outbound Optimizerericosiu/ai-marketing-skills | 3.6k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Doc Coauthoringaws-samples/sample-strands-agent-with-agentcore | 195 | 40 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Amazon Buy Box Monitorbrowser-act/skills | 6.1k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Review Analysisliangdabiao/amazon-sorftime-research-MCP-skill | 959 | 1 repos | ~2.5k | Automated safety check: Pass | None | |
| Deskcomm Extensaomelgarafael/DeskcommCRM | 4.5k | — | ~2.7k | Automated safety check: Pass | MIT |
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Guia para criar uma extensão do DeskcommCRM — o pacote declarativo — em vez de abrir um PR no núcleo.
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Related
Categories
Questions about Webshop Product Selector
What does Webshop Product Selector do?
Selects the most promising product candidate from a filtered shortlist for detailed inspection. Webshop Product Selector is an agent skill from zjunlp/SkillNet. Selects the most promising product candidate from a filtered shortlist for detailed inspection.
When should I use Webshop Product Selector?
Webshop Product Selector fits situations like: navigation to the selected products detail page via click[productid].
How do I install Webshop Product Selector in Claude Code?
Run `npx skills add zjunlp/SkillNet --skill webshop-product-selector -a claude-code`. Or copy the skill folder (experiments/src/skills/webshop/webshop-product-selector in zjunlp/SkillNet) into .claude/skills/webshop-product-selector in your project. Claude Code loads it when a task matches its description.
How do I install Webshop Product Selector in Codex?
Run `npx skills add zjunlp/SkillNet --skill webshop-product-selector -a codex`. Or copy the skill folder (experiments/src/skills/webshop/webshop-product-selector in zjunlp/SkillNet) into .agents/skills/webshop-product-selector in your project. Codex loads it when a task matches its description.
Can I use Webshop Product Selector 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-product-selector -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-product-selector, .gemini/skills/webshop-product-selector, .github/skills/webshop-product-selector and .opencode/skills/webshop-product-selector in your project.
What does Webshop Product Selector need to run?
SKILL.md names no scripts, command-line tools or credentials: Webshop Product Selector is instructions for the agent only.
Does Webshop Product Selector 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 Product Selector 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 Product Selector use?
Webshop Product Selector 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 Product Selector use?
About 627 tokens (SKILL.md is roughly 2.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 418 tokens, read only when the agent opens those files.
What are the alternatives to Webshop Product Selector?
Skills that share tags, products or a category with Webshop Product Selector: Cold Outbound Optimizer (ericosiu/ai-marketing-skills, 3.6k stars), Doc Coauthoring (aws-samples/sample-strands-agent-with-agentcore, 195 stars), Amazon Buy Box Monitor (browser-act/skills, 6.1k stars) and Review Analysis (liangdabiao/amazon-sorftime-research-MCP-skill, 959 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Webshop Product Selector?
zjunlp (a GitHub organization) maintains it in zjunlp/SkillNet, which has 1,397 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.