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Shopify Margin Optimizer

作者 mguozhen · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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当前安装
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在 OpenClaw 中安装
/install shopify-margin-optimizer
功能描述
Optimize profit margins for Shopify stores by analyzing COGS, operating costs, and revenue levers to improve profitability. Triggers: margin optimizer, profi...
安全使用建议
This skill appears to be a straightforward, self-contained helper that constructs a detailed prompt and sends it to a local 'openclaw' agent for generation. Before installing or running it: (1) Understand it will not access your Shopify store automatically — provide any financial/store data manually if you want store-specific recommendations. (2) The script calls a local 'openclaw' CLI; ensure you trust that binary and know where it runs/where data goes, because whatever you paste as input will be included in the prompt (do not include secrets, API keys, or passwords). (3) If you expect automated access to Shopify or CSV imports, request/verify explicit support for Shopify API credentials; currently none are requested. (4) If you want higher assurance, inspect the 'openclaw' binary behavior or run the script in an isolated environment.
功能分析
Type: OpenClaw Skill Name: shopify-margin-optimizer Version: 1.0.0 The skill provides a comprehensive framework for Shopify profitability analysis, including a bash script (analyze.sh) that constructs a detailed prompt for the OpenClaw agent. It is classified as suspicious because it requests broad Bash tool permissions in SKILL.md, which is a high-risk capability, although it is plausibly needed to execute the included analyze.sh script. No evidence of intentional malicious behavior, such as data exfiltration or unauthorized access, was found in the code or instructions.
能力评估
Purpose & Capability
The name/description (Shopify margin optimizer) matches the included instructions and script: both produce a generic profitability report from user-provided input. However, the skill does not request Shopify API keys or any store credentials, so it can only generate high-level, hypothetical or user-supplied-data analyses rather than pulling real store P&L data. This is reasonable but should be understood by the user.
Instruction Scope
SKILL.md and analyze.sh keep scope narrow: they build a prompt describing the required P&L analysis and invoke a local agent. The script does not read system files, environment variables, or remote endpoints, nor does it attempt to fetch Shopify data. The main runtime action is calling 'openclaw agent --local' with the composed prompt and session id.
Install Mechanism
No install spec or external downloads are present (instruction-only plus a small shell script). Nothing will be written to disk beyond the included files unless the agent binary itself does so. This is low-risk from an install perspective.
Credentials
The skill declares no required environment variables, credentials, or config paths, which is proportionate given it does not integrate with Shopify APIs. There are no requests for unrelated secrets.
Persistence & Privilege
'always' is false and there is no persistent installation behavior or cross-skill configuration. The skill runs on demand and does not request elevated privileges.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install shopify-margin-optimizer
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /shopify-margin-optimizer 触发
  4. 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-margin-optimizer: - Launches a comprehensive profitability analysis framework for Shopify stores. - Provides profit and loss (P&L) structure, with detailed COGS and operating cost breakdowns. - Identifies margin leaks and offers actionable tactics for COGS reduction. - Suggests revenue-side margin improvement strategies, including pricing and product mix optimization. - Delivers a 90-day roadmap to optimize profitability and reduce operational expenses.
元数据
Slug shopify-margin-optimizer
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Shopify Margin Optimizer 是什么?

Optimize profit margins for Shopify stores by analyzing COGS, operating costs, and revenue levers to improve profitability. Triggers: margin optimizer, profi... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 107 次。

如何安装 Shopify Margin Optimizer?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install shopify-margin-optimizer」即可一键安装,无需额外配置。

Shopify Margin Optimizer 是免费的吗?

是的,Shopify Margin Optimizer 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Shopify Margin Optimizer 支持哪些平台?

Shopify Margin Optimizer 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 Margin Optimizer?

由 mguozhen(@mguozhen)开发并维护,当前版本 v1.0.0。

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