growth-experiment
by brandonckhoo
Autonomous Growth PM experiment designer for Amplitude Experiment. Give it a problem, data analysis output, or raw hypothesis — it runs the full loop: generates top 3 ranked experiment ideas from Akash Gupta's 10x10 behavioral trigger matrix (matched to user journey stage), ranks them using 4-factor prioritization (Expected Impact, Statistical Power, Brand Risk, Learning Value), writes a complete Atlassian-structured experiment proposal, calculates sample size and runtime using the Optimizely calculator method, and either creates the experiment directly via the Amplitude MCP (if connected) or outputs a copy-paste ready Amplitude Experiment setup block. Trigger phrases: "design an experiment", "generate experiment ideas", "what should I test?", "rank my experiments", "run an A/B test", "set up an experiment", "metric is dropping", "I want to test", "write an experiment brief", "experiment proposal", "experiment plan", "vibe experiment", "growth experiment", "experiment sprint", "quarterly experiments".