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Ecommerce Weekly Report
by
LeroyCreates
· GitHub ↗
· v1.0.0
· MIT-0
260
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Install in OpenClaw
/install ecommerce-weekly-report
Description
Turn messy weekly ecommerce performance data into an operator-ready report with KPI trends, winners, risks, and next-step recommendations. Use when teams nee...
README (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.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install ecommerce-weekly-report - After installation, invoke the skill by name or use
/ecommerce-weekly-report - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Ecommerce Weekly Report?
Turn messy weekly ecommerce performance data into an operator-ready report with KPI trends, winners, risks, and next-step recommendations. Use when teams nee... It is an AI Agent Skill for Claude Code / OpenClaw, with 260 downloads so far.
How do I install Ecommerce Weekly Report?
Run "/install ecommerce-weekly-report" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Ecommerce Weekly Report free?
Yes, Ecommerce Weekly Report is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Ecommerce Weekly Report support?
Ecommerce Weekly Report is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Ecommerce Weekly Report?
It is built and maintained by LeroyCreates (@leooooooow); the current version is v1.0.0.
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