Identifies high-impact product growth opportunities by systematically analyzing Amplitude analytics, experiments, and customer feedback.
The Discover Product Opportunities skill transforms Claude into a data-driven product investigator that mines your Amplitude instance for actionable insights. It moves beyond basic reporting by synthesizing signals from funnel drop-offs, stalled features, user friction, and experiment learnings into a structured backlog. Each opportunity is backed by multi-source evidence—combining quantitative analytics with qualitative feedback and session replays—and is automatically prioritized using a rigorous RICE scoring framework to ensure your team focuses on the highest ROI initiatives.
主要功能
0121 GitHub stars
02Standardized RICE scoring for objective prioritization of product backlog items
03Anomaly detection to flag metrics deviating significantly from historical averages
04Deep funnel analysis to identify and quantify specific user drop-off points
05Contextual experiment analysis to turn test results into broader strategic opportunities
06Automated cross-source evidence synthesis combining analytics, feedback, and session replays
使用场景
01Generating a prioritized, data-driven product roadmap for upcoming development cycles
02Validating product hypotheses by correlating customer feedback with behavioral data
03Investigating specific user experience gaps or conversion friction in existing funnels
