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Ecommerce Weekly Report

Name: Ecommerce Weekly Report
Author: leooooooow

作者 LeroyCreates · GitHub ↗ · v1.0.0 · MIT-0

cross-platform ✓ 安全检测通过

260

总下载

当前安装

版本数

在 OpenClaw 中安装

/install ecommerce-weekly-report

功能描述

Turn messy weekly ecommerce performance data into an operator-ready report with KPI trends, winners, risks, and next-step recommendations. Use when teams nee...

使用说明 (SKILL.md)

Ecommerce Weekly Report

把一周电商数据，整理成真正能拿去复盘和开会的周报。

Problem it solves

原始报表通常只有数字，没有判断：

GMV、订单、客单价在变，但没人解释为什么；
花费涨了，利润未必涨；
某个 SKU、渠道、达人、地区在拖后腿，但不容易一眼看出来；
团队最后拿到的是表，不是结论。

这个 skill 的目标是： 把分散的周度经营数据，压缩成“核心指标 + 异动解释 + 下周动作”的管理周报。

Use when

需要做电商周报、经营复盘、例会材料
需要比较本周 vs 上周的关键指标变化
需要快速识别增长来源、利润压力和执行优先级

Do not use when

用户只要单个指标计算，不需要完整周报
数据口径明显不一致且无法确认
需要财务审计级别的精细核对，而不是经营周报

Inputs

本周和上周的核心经营数据
至少包含：销售额、订单数、客单价、广告/投放、退款、利润或毛利
可选维度：SKU、渠道、达人、地区、活动、流量来源
可选背景：本周活动、价格调整、库存、异常事件

Workflow

先确认统计周期和对比口径一致。
提取核心 KPI，并计算环比变化。
找出增长贡献项和拖累项。
区分“表面增长”和“利润质量变化”。
输出亮点、风险、原因假设和下周建议。

Output

Return:

Report period and comparison basis
Core KPI summary
Highlights and problem areas
Key drivers / likely causes
Recommended actions for next week

Quality bar

不只报数字，必须给经营解释
明确区分收入增长、效率改善、利润改善
结论要能支持周会讨论和动作分配
标明缺失数据、估算数据和低置信度判断

Resource

See references/output-template.md.

安全使用建议

This skill is instruction-only and appears coherent for its stated goal, but it will operate on whatever data you provide. Do not paste sensitive PII or raw customer lists into the prompt; instead provide aggregated KPIs or redacted samples. Verify data scope and definitions (e.g., how profit is calculated) before accepting conclusions, and run the skill on non-sensitive sample data first to confirm its assumptions and outputs. If you plan to let an agent invoke this autonomously, remember it will process any data you feed it—avoid granting external credentials or uploading confidential datasets unless you trust the agent and environment.

功能分析

Type: OpenClaw Skill Name: ecommerce-weekly-report Version: 1.0.0 The skill bundle is a template for generating ecommerce performance reports and contains no executable code or high-risk instructions. The files (SKILL.md and output-template.md) are limited to providing business logic and formatting guidance for an AI agent to process sales data into a structured report.

能力评估

✓ Purpose & Capability

Name and description match the actual content: the skill describes how to convert weekly ecommerce data into a report and requires only the data inputs noted in SKILL.md. No unrelated credentials, binaries, or config paths are requested.

✓ Instruction Scope

SKILL.md gives a focused workflow (confirm period, compute KPIs, identify drivers, produce highlights/risks/actions) and references an output template. It does not instruct the agent to read unrelated files, access environment variables, or transmit data externally.

✓ Install Mechanism

There is no install spec and no code files; this is instruction-only so nothing is downloaded or written to disk by the skill itself.

✓ Credentials

The skill declares no required environment variables, credentials, or config paths. The requested inputs are limited to the expected ecommerce KPIs and optional dimensions.

✓ Persistence & Privilege

always is false and the skill does not request persistent or elevated privileges or attempt to 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 ecommerce-weekly-report
安装完成后，直接呼叫该 Skill 的名称或使用 /ecommerce-weekly-report 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

元数据

Slug ecommerce-weekly-report

版本 1.0.0

许可证 MIT-0

累计安装 2

当前安装数 2

历史版本数 1

常见问题