Cold Outbound Optimizer
ericosiu/ai-marketing-skills
Design, analyze, and optimize cold outbound email campaigns for Instantly.
Selects specific product attributes (e.g., flavor, size) on a product detail page to match user requirements.
Install Webshop Attribute Selector
$ npx skills add zjunlp/SkillNet --skill webshop-attribute-selector -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install zjunlp/SkillNet webshop-attribute-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-attribute-selector .claude/skills/webshop-attribute-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-attribute-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-attribute-selector into .claude/skills/webshop-attribute-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-attribute-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-attribute-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-attribute-selector -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install zjunlp/SkillNet webshop-attribute-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-attribute-selector .agents/skills/webshop-attribute-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-attribute-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-attribute-selector into .agents/skills/webshop-attribute-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-attribute-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-attribute-selector -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install zjunlp/SkillNet webshop-attribute-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-attribute-selector .cursor/skills/webshop-attribute-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-attribute-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-attribute-selector into .cursor/skills/webshop-attribute-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-attribute-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-attribute-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-attribute-selector -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install zjunlp/SkillNet webshop-attribute-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-attribute-selector .gemini/skills/webshop-attribute-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-attribute-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-attribute-selector into .gemini/skills/webshop-attribute-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-attribute-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-attribute-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-attribute-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-attribute-selector .github/skills/webshop-attribute-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-attribute-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-attribute-selector into .github/skills/webshop-attribute-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-attribute-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-attribute-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-attribute-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-attribute-selector .opencode/skills/webshop-attribute-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-attribute-selector" agent skill from https://github.com/zjunlp/SkillNet/tree/main/experiments/src/skills/webshop/webshop-attribute-selector into .opencode/skills/webshop-attribute-selector/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "webshop-attribute-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-attribute-selector- GitHub stars
- 1.4k
- Token cost
- ~547 tokens
- SKILL.md length
- 254 words
- Files
- 1
- Skills in repo
- 122
- Repo updated
- First seen
- Licence
- MIT
At a glance
Selects specific product attributes (e.g., flavor, size) on a product detail page to match user requirements.
- Works in 3 steps: You are on a product detail page (not a… → The observation contains configurable… → The user's instruction specifies…
- Sales & Support work in your project
- SKILL.md covers When to Use, Core Process and Important Notes
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Webshop Attribute Selector is an agent skill from zjunlp/SkillNet. Selects specific product attributes (e.g., flavor, size) on a product detail page to match user requirements. Triggered when a product page presents configurable options and the parsed query specifies needed values. It identifies the correct option from available clickables (e.g., 'smoked bacon' for flavor, '4 ounce (pack of 2)' for size) and executes the selection click.
Its SKILL.md is about 550 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. The repository describes itself as: Create, Evaluate, and Connect AI Skills. The licence is MIT.
When your agent uses it
- Sales & Support work in your project
Example prompts
- “smoked bacon”
- “4 ounce (pack of 2)”
- “Use the webshop-attribute-selector skill to select specific product attributes (e.g., flavor, size) on a product detail page to match user…”
- “/webshop-attribute-selector”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- You are on a product detail page (not a search results page).
- The observation contains configurable product options (e.g., "flavor", "size") listed as available actions.
- The user's instruction specifies required values for one or more of these attributes (e.g., "gluten free", "4 ounce (pack of 2)", "smoked…
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 Selector loads about 547 tokens when it runs. Until then it costs about 100 tokens; SKILL.md has 254 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 3fcebf8, republished under its MIT licence (© zjunlp). 254 words, ~547 tokens.
Download SKILL.mdSave it as
.claude/skills/webshop-attribute-selector/SKILL.md (or your agent's skills folder).- name
- webshop-attribute-selector
- description
- Selects specific product attributes (e.g., flavor, size) on a product detail page to match user requirements. Triggered when a product page presents configurable options and the parsed query specifies needed values. It identifies the correct option from available clickables (e.g., 'smoked bacon' for flavor, '4 ounce (pack of 2)' for size) and executes the selection click.
Instructions
When to Use
Activate this skill when ALL of the following are true:
- You are on a product detail page (not a search results page).
- The observation contains configurable product options (e.g., "flavor", "size") listed as available actions.
- The user's instruction specifies required values for one or more of these attributes (e.g., "gluten free", "4 ounce (pack of 2)", "smoked peppered bacon").
Core Process
- Parse Requirements: From the user's instruction, extract the required attribute values (e.g., target flavor, size, dietary feature).
- Map to Options: Examine the list of available actions (clickables). Identify which clickable text corresponds to each required attribute value.
- Use exact or fuzzy matching (see
scripts/match_attribute.pyfor logic). - Prioritize exact matches. For dietary features like "gluten free" or "vegetarian," the product title or description may already confirm this; your goal is to select the correct flavor/size.
- Use exact or fuzzy matching (see
- Execute Selection: For each identified attribute option, perform a
click[value]action, wherevalueis the exact text of the matching clickable. - Finalize: After all required attributes are selected, if a "Buy Now" or similar action is available and the instruction implies a purchase, you may proceed to click it.
Important Notes
- Do not use this skill on search results pages. Use search actions there.
- If a required attribute cannot be matched to any available clickable, do not click. Re-evaluate the instruction or consider a different product.
- The observation may refresh after each click, showing the same page with selected options highlighted. Continue until all specified attributes are satisfied.
© 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-selector of zjunlp/SkillNet.
Open the folder on GitHubat commit 3fcebf8
Compare with similar skills
Webshop Attribute 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 Attribute Selector this skillzjunlp/SkillNet | 1.4k | — | ~547 | 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 | 2 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Review Analysisliangdabiao/amazon-sorftime-research-MCP-skill | 946 | 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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Related
Categories
Questions about Webshop Attribute Selector
What does Webshop Attribute Selector do?
Selects specific product attributes (e.g., flavor, size) on a product detail page to match user requirements. Webshop Attribute Selector is an agent skill from zjunlp/SkillNet., flavor, size) on a product detail page to match user requirements.
When should I use Webshop Attribute Selector?
Webshop Attribute Selector fits situations like: sales & Support work in your project.
How do I install Webshop Attribute Selector in Claude Code?
Run `npx skills add zjunlp/SkillNet --skill webshop-attribute-selector -a claude-code`. Or copy the skill folder (experiments/src/skills/webshop/webshop-attribute-selector in zjunlp/SkillNet) into .claude/skills/webshop-attribute-selector in your project. Claude Code loads it when a task matches its description.
How do I install Webshop Attribute Selector in Codex?
Run `npx skills add zjunlp/SkillNet --skill webshop-attribute-selector -a codex`. Or copy the skill folder (experiments/src/skills/webshop/webshop-attribute-selector in zjunlp/SkillNet) into .agents/skills/webshop-attribute-selector in your project. Codex loads it when a task matches its description.
Can I use Webshop Attribute 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-attribute-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-attribute-selector, .gemini/skills/webshop-attribute-selector, .github/skills/webshop-attribute-selector and .opencode/skills/webshop-attribute-selector in your project.
What does Webshop Attribute Selector need to run?
SKILL.md names no scripts, command-line tools or credentials: Webshop Attribute Selector is instructions for the agent only.
Does Webshop Attribute 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 Attribute 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 Attribute Selector use?
Webshop Attribute 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 Attribute Selector use?
About 547 tokens (SKILL.md is roughly 2.2k 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 Selector?
Skills that share tags, products or a category with Webshop Attribute 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, 946 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Webshop Attribute Selector?
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.