How does this skill explain why a metric changed?

The skill correlates quantitative data shifts from your charts with qualitative insights from Amplitude Feedback to identify if bugs, complaints, or feature requests explain the trends.

Can I use this for meeting preparation?

Absolutely. It is specifically designed to synthesize complex dashboards into structured summaries of overall health, areas of concern, and key takeaways.

Does it work with any Amplitude dashboard?

Yes, as long as you provide a valid dashboard URL or ID, the skill can retrieve metadata, query charts, and analyze the contents.

What kind of recommendations does the analysis provide?

It provides a concise section of up to three actionable follow-ups, each tagged with a priority level from [p0] (most urgent) to [p3] (least urgent).

How does it handle incomplete data in retention charts?

The skill follows best practices to ignore 'right-edge noise' and incomplete retention windows, ensuring it doesn't report false declines based on partial data.

Amplitude Dashboard Analyzer

Name: Amplitude Dashboard Analyzer
Author: amplitude

byamplitude

•

Analíticas y Monitorización

Analyzes Amplitude dashboards to surface key performance trends, detect anomalies, and explain metric changes using customer feedback insights.

The analyze-dashboard skill automates the interpretation of complex Amplitude product data by synthesizing multiple charts into a cohesive narrative. It intelligently identifies statistical anomalies across KPIs, funnels, and retention curves, then attempts to explain these shifts by correlating them with qualitative customer feedback. Designed for product teams and analysts, it transforms raw dashboard data into structured executive summaries with prioritized recommendations, making it ideal for meeting preparation, root-cause investigation, and rapid onboarding to new product areas.

Características Principales

01Qualitative-quantitative mapping using Amplitude feedback insights and user quotes.

0212 GitHub stars

03Anomaly detection focusing on KPI shifts, funnel drop-offs, and retention trends.

04Structured reporting with P0-P3 prioritized follow-up recommendations.

05Automated synthesis of multi-chart dashboards into actionable talking points.

06Cross-chart pattern detection to spot correlations between disparate metrics.

Casos de Uso

01Investigating sudden metric changes by linking data anomalies to specific user complaints.

02Quickly auditing unfamiliar dashboards to understand current product health and trends.

03Preparing executive-ready summaries and talking points for weekly product reviews.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add amplitude/mcp-marketplace analyze-dashboard

For use in Claude.ai and ChatGPT

Download Skill