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在 OpenClaw 中安装
/install shopify-ad-attribution
功能描述
Shopify ad attribution agent. Calculates true ROAS per channel by correlating Shopify order UTM data with ad spend — reveals which channels actually drive pr...
安全使用建议
This skill appears coherent and does not request credentials or install code, but take standard precautions: (1) Do not paste raw PII or payment info — paste only the UTM/relevant order columns. (2) Inspect the created ~/shopify-attribution/ files and delete them when done. (3) The SKILL.md lists allowed-tools: Bash, which means the agent could run shell commands depending on platform policies — run the skill in a restricted/sandboxed session if you are concerned about shell access. (4) If you want more assurance, review the upstream repository linked on the homepage before use and test with anonymized/sample data first.
能力评估
Purpose & Capability
Name and description match the instructions: the agent expects pasted Shopify order UTM data, channel spend, and configuration, and produces ROAS/attribution reports. It declares no external integrations, binaries, or credentials — which is proportionate to an analysis-only skill.
Instruction Scope
SKILL.md confines operations to local analysis of pasted CSV/export data and creating files under ~/shopify-attribution/. It does not request external network calls or other system files. Note: the agent will create and store potentially sensitive order/customer data in the user's home directory, so users should avoid pasting PII (payment data) and should review/delete workspace files when finished.
Install Mechanism
No install spec and no code files — lowest-risk setup. Nothing is downloaded or written beyond the workspace the skill itself documents.
Credentials
The skill does not request environment variables, credentials, or config paths. This is appropriate for a tool that operates on user-pasted exports locally.
Persistence & Privilege
always is false and the skill is user-invocable. It writes its own workspace under the user's home directory (~/shopify-attribution/), which is reasonable for local-report persistence and does not modify other skills or system-wide settings.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install shopify-ad-attribution - 安装完成后，直接呼叫该 Skill 的名称或使用
/shopify-ad-attribution触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v1.0.0
Initial release of Shopify Ad Attribution agent.
- Calculates true ROAS per channel by correlating Shopify order UTM data with ad spend.
- Supports multiple attribution models: last-click, linear, and time-decay.
- Analyzes UTM coverage, channel overlap, LTV impact, and attribution anomalies.
- Provides profit-adjusted ROAS calculations based on COGS and margin.
- Outputs comprehensive channel performance tables, model comparisons, and key findings.
- Saves analysis and configurations to a structured workspace for ongoing reporting.
元数据
常见问题
Shopify Ad Attribution 是什么？
Shopify ad attribution agent. Calculates true ROAS per channel by correlating Shopify order UTM data with ad spend — reveals which channels actually drive pr... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 156 次。
如何安装 Shopify Ad Attribution？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install shopify-ad-attribution」即可一键安装，无需额外配置。
Shopify Ad Attribution 是免费的吗？
是的，Shopify Ad Attribution 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Shopify Ad Attribution 支持哪些平台？
Shopify Ad Attribution 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Shopify Ad Attribution？
由 mguozhen（@mguozhen）开发并维护，当前版本 v1.0.0。
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