Unused Feature Scout
Identifies rarely used product features by analyzing element clicks against page reach to surface actionable deprecation and redesign insights.
The Unused Feature Scout skill enables Claude to audit your product's telemetry and codebase to uncover low-adoption features, unreachable elements, and dead code. By evaluating use share (distinct users who clicked an element divided by distinct viewers of its page) against project-specific baselines, it distinguishes genuine disuse from low-traffic pages. It cross-checks analytics with code-tier insights to classify root causes—such as dead code, untracked elements, gated feature flags, or discovery issues—and generates structured, actionable area reports with targeted suggestions to remove, relocate, or retain features.