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Daily Data Tracker
by
mirowangl-ops
· GitHub ↗
· v1.0.0
· MIT-0
115
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Install in OpenClaw
/install xiaozhua-daily-data-tracker
Description
每日数据追踪与历史记录。维护每日关键指标的历史表格（日期/Revenue/Gross Adds/EOP/Paid Subs/端拆分），支持 WoW 计算和趋势分析。数据追加到 memory/powerbi-daily-track.md 的历史表。
README (SKILL.md)
每日数据追踪
数据表格式
| 日期 | Billed Revenue | Gross Adds | EOP | Paid Subs | PPT | Word | Excel | Channel |
|------|---------------|------------|-----|-----------|-----|------|-------|---------|
| 2026-04-10 | 22,942 | 5,703 | 643,532 | 13,222 | 11,115 | 6,298 | 2,690 | 735 |
更新流程
- 每天抓完数据后，追加一行到历史表
- 如果有基准值（23:30 抓的），更新到备注
- 数据完整确认后，更新最终值
WoW 计算
- WoW = (今天 - 7天前) / 7天前 × 100%
- 跨月时如 7 天前无数据则标注"无对比"
- 节假日/周末需特别标注
趋势分析
- 连续 3 天下降 → 预警
- WoW 连续 2 周为负 → 趋势性下降
- 取 7 日/30 日移动平均看趋势
文件位置
- memory/powerbi-daily-track.md
Usage Guidance
This skill appears coherent and low-risk, but consider these practical points before installing: (1) confirm that storing business metrics in agent memory is acceptable for your privacy and retention policies — agent memory may be persistent and visible to other agent runs; (2) the skill assumes you (or the agent) will provide the daily data — it does not fetch external data itself, so verify where the data comes from and that fetching/ingestion is handled securely; (3) test in a sandbox to ensure it appends (not overwrites) and formats rows correctly; (4) consider backups/encryption for the memory file if the metrics are sensitive; (5) review agent access controls so only authorized users/agents can read the memory file.
Capability Analysis
Type: OpenClaw Skill
Name: xiaozhua-daily-data-tracker
Version: 1.0.0
The skill is a straightforward data tracking utility designed to maintain a historical record of business metrics (Revenue, Gross Adds, etc.) in a markdown file. It contains no executable code, network requests, or suspicious instructions, focusing entirely on data formatting, WoW calculations, and trend analysis within the specified file path (memory/powerbi-daily-track.md).
Capability Assessment
Purpose & Capability
The name/description promise a daily KPI tracker and history; the SKILL.md only instructs appending rows to memory/powerbi-daily-track.md and computing WoW and simple trend rules. It does not request unrelated credentials, binaries, or installs, so the declared purpose aligns with what it actually does.
Instruction Scope
Instructions are narrowly scoped to appending lines, adding remarks, and computing WoW/moving averages. They assume the user/agent already '抓完数据' (has fetched the data) but do not instruct how to fetch external data. The skill writes to the agent memory path (memory/powerbi-daily-track.md) — this is expected but worth noting because that file is persistent.
Install Mechanism
No install spec and no code files (instruction-only). This is the lowest-risk install pattern — nothing is downloaded or written beyond the memory file the instructions target.
Credentials
The skill declares no environment variables, credentials, or config paths and the instructions do not reference any external secrets. Required privileges are minimal and proportional to the stated purpose.
Persistence & Privilege
The skill writes to a persistent memory file (memory/powerbi-daily-track.md). It does not request always:true or modify other skills, but users should be aware that business metrics will be stored in agent memory and may persist across sessions or be included in later agent context.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install xiaozhua-daily-data-tracker - After installation, invoke the skill by name or use
/xiaozhua-daily-data-tracker - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of daily-data-tracker.
- Tracks daily key metrics (Revenue, Gross Adds, EOP, Paid Subs, and platform splits) in a historical table.
- Supports week-over-week (WoW) calculation and trend analysis.
- Adds daily data to memory/powerbi-daily-track.md.
- Includes warning criteria for performance declines and moving average trend monitoring.
Metadata
Frequently Asked Questions
What is Daily Data Tracker?
每日数据追踪与历史记录。维护每日关键指标的历史表格（日期/Revenue/Gross Adds/EOP/Paid Subs/端拆分），支持 WoW 计算和趋势分析。数据追加到 memory/powerbi-daily-track.md 的历史表。 It is an AI Agent Skill for Claude Code / OpenClaw, with 115 downloads so far.
How do I install Daily Data Tracker?
Run "/install xiaozhua-daily-data-tracker" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Daily Data Tracker free?
Yes, Daily Data Tracker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Daily Data Tracker support?
Daily Data Tracker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Daily Data Tracker?
It is built and maintained by mirowangl-ops (@mirowangl-ops); the current version is v1.0.0.
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