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fengqiliu
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pm-alpha-data-review

Analyze product metrics and generate structured reports with insights and recommendations.

2|Updated Mar 30, 2026
Search Tags:#root cause#trend analysis#product metrics#actionable insights#data review
One-click install
npx skills add https://github.com/fengqiliu/PM-Skills --skill pm-alpha-data-review
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pm-alpha-data-review
Source: https://github.com/fengqiliu/PM-Skills/tree/main/skills/pm-alpha-data-review
Command: npx skills add https://github.com/fengqiliu/PM-Skills --skill pm-alpha-data-review

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Product managers often struggle to transform raw product data into understandable insights, leading to slow decision‑making and missed improvement opportunities.

Core Features & Use Cases

  • KPI Dashboard Interpretation: Guides you through reading core metrics, alerts, and detailed dimensions.
  • Trend & Root‑Cause Analysis: Provides templates for time‑series trends, dimensional drill‑downs, and 5‑Why or fishbone investigations.
  • Improvement Planning: Generates structured recommendations, prioritization matrices, and action‑item tracking.
  • Use Case: A PM reviewing the weekly performance of a medical PACS/RIS system can quickly identify abnormal alerts, analyze trends, pinpoint root causes, and create an actionable improvement plan.

Quick Start

Run the data review skill to generate a comprehensive analysis report for the specified time period.

Frequently Asked Questions about pm-alpha-data-review

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

FAQPage Schema
How do I analyze product metrics to identify performance issues?▼

To analyze product metrics, you can use this Skill to process weekly KPI dashboards and A/B test results, generating a structured report with trend and root-cause analysis, actionable insights, and improvement recommendations.

What is the best way to conduct root-cause analysis for product data?▼

The best way to conduct root-cause analysis for product data is using built-in templates for time-series trends, dimensional drill-downs, and 5-Why or fishbone investigations to pinpoint performance issues and output structured improvement steps.

How do I generate actionable insights from an A/B test result?▼

To generate actionable insights from an A/B test result, apply this Skill's templates to read core metrics and dimensional details, producing a structured report with prioritized recommendations and action-item tracking.

Can I use this data review skill for weekly KPI dashboard interpretation without external dependencies?▼

Yes, you can use this data review skill for weekly KPI dashboard interpretation without external dependencies, as it uses built-in templates to guide reading core metrics, alerts, and detailed dimensions directly.

Does the product metrics analysis include improvement planning and prioritization?▼

Yes, product metrics analysis includes improvement planning by generating structured recommendations, a prioritization matrix, and action-item tracking to help you create an actionable improvement plan from your data review.

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