Does it take product releases into account?

Yes, the skill fetches deployment and experiment data to determine if a specific release or rollout aligns temporally with the observed chart pattern.

What kind of output does the analysis provide?

You receive a structured synthesis including what happened, the exact timeframe, a primary hypothesis, supporting evidence, and a recommended next step.

Can it analyze customer feedback alongside chart data?

Yes, it can retrieve customer feedback mentions and insights to surface qualitative context that might explain quantitative shifts in the data.

Can this skill explain the 'why' behind a metric spike?

Yes. It uses guided segmentation across high-signal properties like platform, country, and version to identify which specific segments are driving the change.

How do I start an analysis with this skill?

Simply provide an Amplitude chart URL or chart ID to Claude. The skill will automatically extract the ID and begin the multi-step investigation process.

Amplitude Chart Analyst

Name: Amplitude Chart Analyst
Author: amplitude

byamplitude

•

Analytics & Monitoring

Performs deep analysis of Amplitude charts to identify trends, investigate anomalies, and uncover the primary drivers behind metric changes.

The analyze-chart skill empowers users to conduct sophisticated data investigations directly within Claude by connecting to Amplitude. It automates the process of identifying spikes, drops, and seasonal patterns, then performs guided segmentation to pinpoint specific user or event properties causing the shift. By correlating chart data with external context like product deployments, active experiments, and customer feedback, it transforms raw metrics into decision-ready insights with clear, evidence-backed hypotheses.

Key Features

01Structured reporting with evidence-backed hypotheses and impact quantification

02Automatic extraction of chart IDs from Amplitude URLs

03Automated anomaly and trend detection for spikes, drops, and seasonality

04High-signal property segmentation to pinpoint primary data drivers

05Correlation analysis with deployments, experiments, and customer feedback

0612 GitHub stars

Use Cases

01Comparing user segments to understand why specific demographics are behaving differently

02Preparing detailed, data-driven reports for stakeholders after a major product launch

03Investigating an unexpected drop in conversion rates or user engagement metrics

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add amplitude/mcp-marketplace analyze-chart

For use in Claude.ai and ChatGPT

Download Skill