What problem does it solve? Manually watching session replays to find usability problems takes hours and produces anecdotal notes. This Skill systematically analyzes 5-10 Amplitude session replays for a page, feature, or flow and synthesizes the observations into a ranked friction map that PMs and designers can act on. ## Core Features & Use Cases - Friction Signal Detection: Identifies rage clicks, hesitation, back-and-forth navigation, abandoned inputs, excessive scrolling, and repeat attempts from replay interaction timelines. - Ranked Friction Map: Groups friction by location, scores severity and frequency, hypothesizes root causes, and attaches replay links plus quantitative funnel data as evidence. - Quantitative Baseline: Anchors qualitative replay findings with funnel conversion rates, traffic volume, and error rates from Amplitude charts. - Use Case: A PM asks "why is onboarding clunky?" The Skill finds sessions of new users, watches their onboarding replays, and reports that 4 of 7 users hesitated 15+ seconds on workspace setup, with replay links and a suggested fix. ## Quick Start Ask the assistant to audit the onboarding flow using session replays from the last 14 days and show where users struggle.
