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nexscope

E-Commerce Returns Management

作者 nexscope-ai · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
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当前安装
1
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在 OpenClaw 中安装
/install ecommerce-returns-management
功能描述
Optimize e-commerce returns process and reduce return rates. Returns policy design, reverse logistics, root cause analysis, and customer retention through be...
使用说明 (SKILL.md)

E-Commerce Returns Management 📥

Optimize e-commerce returns process and reduce return rates. Returns policy design, reverse logistics, root cause analysis, and customer retention through better returns experience.

Supported platforms: Amazon, Shopify, WooCommerce, Walmart, TikTok Shop, Etsy, eBay, BigCommerce.

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

Install

npx skills add nexscope-ai/eCommerce-Skills --skill ecommerce-returns-management -g

Usage

My return rate is 22% on Amazon (clothing category). Industry average is 15-20%. Help me analyze why and reduce it.

Capabilities

  • Returns rate benchmarking by category
  • Return reason analysis and root cause identification
  • Returns policy optimization (balancing customer satisfaction vs cost)
  • Reverse logistics workflow design
  • Return cost calculation (shipping, restocking, loss)
  • Product listing improvements to reduce returns (size guides, photos, descriptions)
  • Customer retention strategies post-return

How This Skill Works

Step 1: Collect information from the user's message — product, platform, current situation, and goals.

Step 2: Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").

Step 3: Research and analyze using the frameworks and methodology below.

Step 4: Deliver structured, actionable output with specific recommendations, not vague advice.

Output Format

  • Start with a summary of findings
  • Include specific data points and benchmarks where available
  • Provide prioritized action items
  • Mark estimates with ⚠️ when based on incomplete data
  • End with concrete next steps

Other Skills

More e-commerce skills: nexscope-ai/eCommerce-Skills

Amazon-specific skills: nexscope-ai/Amazon-Skills

Built by Nexscope — your AI assistant for smarter e-commerce decisions.

安全使用建议
This skill appears to be a self-contained advisory tool (no code, no credentials). Before installing or using it: (1) know that it will not automatically fetch your platform data — you'll need to paste/export order/return reports or provide the details it asks for; (2) the SKILL.md mentions an npx install command pointing to a third-party package/repo — verify that repository and the package before running npx on your machine; (3) never share live API keys or account credentials unless you explicitly trust and understand the integration method — the skill does not declare any required credentials, so be cautious if the agent or a related skill later asks for them; (4) if you need the skill to integrate directly with platforms, prefer connecting through official platform integrations or a separate skill that clearly documents required permissions and env vars.
能力评估
✓ Purpose & Capability
Name, description, and capabilities match the SKILL.md instructions: benchmarking, root-cause analysis, policy recommendations and logistics. The skill does not request unrelated binaries, env vars, or config paths.
ℹ Instruction Scope
Instructions confine the agent to collecting user-provided context, asking one multi-choice follow-up, researching frameworks, and producing recommendations. The SKILL.md does not instruct the agent to access platform APIs or read files/credentials, but it also lists many platforms (Amazon, Shopify, etc.) — if the user expects the skill to pull data from those platforms, credentials or data exports will be needed and are not declared here.
✓ Install Mechanism
No install spec or code is bundled with the skill (instruction-only). The SKILL.md includes an npx command as a user installation suggestion, but that is not part of the runtime install metadata and does not affect the skill's runtime behavior.
ℹ Credentials
The skill requires no environment variables or credentials, which is proportionate for an advisory, instruction-only skill. However, platform-specific analysis (Amazon/Shopify/WooCommerce) would realistically require account access or data exports; the skill does not request or document how that data should be supplied.
✓ Persistence & Privilege
always is false and there are no install-time actions or persistent components. The skill can be invoked by the agent (normal default) but does not request elevated system presence.
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 ecommerce-returns-management
  3. 安装完成后，直接呼叫该 Skill 的名称或使用 /ecommerce-returns-management 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
Beta release — functional skill for e-commerce AI agents. Built by Nexscope.
元数据
Slug ecommerce-returns-management
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

E-Commerce Returns Management 是什么？

Optimize e-commerce returns process and reduce return rates. Returns policy design, reverse logistics, root cause analysis, and customer retention through be... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 152 次。

如何安装 E-Commerce Returns Management？

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

E-Commerce Returns Management 是免费的吗？

是的，E-Commerce Returns Management 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。

E-Commerce Returns Management 支持哪些平台？

E-Commerce Returns Management 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 E-Commerce Returns Management？

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

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