SPACE-analytics

Analyze business data to produce decision recommendations and an HTML report.

14|4|Updated Mar 31, 2026
One-click install
npx skills add https://github.com/zephyrwang6/allSkills --skill space-analytics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: SPACE-analytics
Source: https://github.com/zephyrwang6/allSkills/tree/main/pm-analytics
Command: npx skills add https://github.com/zephyrwang6/allSkills --skill space-analytics

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

这个 Skill 解决的是“看见数据异常,却不知道该怎么解释、怎么决策、怎么落地”的问题。它把零散的数据现象整理成有证据链的分析结论,并输出适合会议汇报的交互式 HTML 报告。

Core Features & Use Cases

  • 从现象到洞察:围绕 DAU 下降、转化率下滑、用户流失、漏斗掉点等问题,先做数据体检,再做指标拆解和根因定位。
  • 多种分析场景:支持 CSV/Excel 数据、SQL 查询结果、看板截图和口头描述,适用于留存分析、分群对比、时间趋势分析和 A/B 实验解读。
  • 可执行输出:不仅给出结论,还会标注相关性、疑似因果和已验证因果,并同步生成行动建议、验证计划和可直接打开的单文件 HTML 报告。
  • 真实使用场景:当产品经理想知道“为什么上周转化率掉了”,或者运营想看“哪个渠道带来的用户留存更好”时,它能把分析结果整理成可讨论、可决策的报告。

Quick Start

把你的数据文件、指标口径和想回答的问题发给我,我会直接帮你生成一份包含洞察、假设、建议和验证计划的 HTML 数据分析报告。

Frequently Asked Questions about SPACE-analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze a CSV file for a DAU drop and generate an HTML report?

To analyze a CSV file for a DAU drop, you upload the data and specify the metric definitions. The tool performs data health checks, decomposes metrics, and outputs an interactive HTML report with charts and actionable product decisions.

Can I use Excel data for funnel analysis and cohort comparison?

Yes, you can use Excel data for funnel analysis and cohort comparison. The system processes Excel uploads to identify funnel conversion issues, compare cohorts, and produce a shareable HTML report with prioritized actions.

What is the best way to interpret A/B test results and retention metrics?

Interpreting A/B test results and retention metrics requires labeling hypotheses by correlation or causality. This tool analyzes the data, provides prioritized actions, and generates a single-file HTML output with embedded charts for meeting discussions.

Does this product analytics tool work with SQL query results and dashboard screenshots?

Yes, this product analytics tool works with SQL query results and dashboard screenshots. It accepts these inputs alongside CSV and Excel files to perform metric tree decomposition and output actionable recommendations.

How to decompose metrics to find the root cause of a KPI drop?

To decompose metrics for a KPI drop root cause, the tool runs data health checks and metric tree decomposition. It then labels hypotheses by correlation or causality and outputs an HTML report with verification plans.

Are there limitations when analyzing data without clear metric definitions?

Analyzing data without clear metric definitions limits the accuracy of root cause analysis. Providing metric definitions alongside CSV or Excel uploads is required to ensure accurate data health checks, hypothesis labeling, and actionable product decisions.