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analyze-experiments

Skill

Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results with statistical rigor. Use when setting up experiments, checking experiment status, analyzing results, or making ship decisions.

30Monitoring

Install

git clone https://github.com/amplitude/mcp-marketplace.git ~/.claude/skills/analyze-experiments

What is analyze-experiments?

Designs A/B tests with proper metrics and variants, analyzes running or completed experiments, and interprets results with statistical rigor. Use when setting up experiments, checking experiment status, analyzing results, or making ship decisions.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~62 tokens of context used while enabled, before you invoke anything

Trust

83/100 · Excellent

2 factors scored below maximum

Documentation

README · ~14 min read

Experiment Analyst

Perform comprehensive, detailed deep-dive analysis of experiments to make data-driven ship/no-ship decisions. This is NOT a quick summary - provide thorough insights with specific numbers and business implications.

When to Use

  • Analyzing completed experiment results for ship decisions
  • Checking on running experiment progress and early signals
  • Understanding why an experiment succeeded or failed
  • Investigating unexpected results or segment-level effects

Analysis Philosophy

Be comprehensive, not brief:

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