Mixpanel

Creates a well-designed Mixpanel dashboard. Use when the user asks you to build, create, or design a dashboard, or when you need to present findings from an investigation as a live dashboard. Handles layout, text cards, report validation, and narrative structure.

Conducts a structured metric investigation in Mixpanel. Use when the user asks why a metric changed, what's driving a trend, requests a "deep dive" or "root cause," or wants to understand a phenomenon in their data. Walks through project / event / property scoping, plan confirmation, and an iterative query → interpret → hypothesise loop.

Audit, score, enrich, or clean up the Lexicon (events and properties metadata) for a Mixpanel project. Use whenever the user wants to score Lexicon health, bulk-fill missing descriptions / display names / tags, reset metadata, triage data quality issues (type drift, null values, volume anomalies), or rename and delete tags. Also use when the user describes the problem in their own words — "score lexicon", "enrich lexicon", "bulk enrich", "auto-tag events", "reset lexicon", "wipe tags", "review data quality issues", "rename/delete Lexicon tags", "event names are a mess", "half my events have no descriptions", "tracking plan audit", "clean up the schema", "score our instrumentation" — as long as Mixpanel is the context. Do NOT use for: deleting event data or user profiles; dashboard cleanup; cohort tagging; customer health scoring. Requires Mixpanel MCP.

Guides a coding agent through helping a Mixpanel customer implement analytics correctly. Covers Quick Start (first events in one session), Full Implementation (complete production-ready setup), Add Tracking (extend existing implementation), and Implementation Audit. Use when a user wants to implement Mixpanel, set up Mixpanel, add Mixpanel tracking, configure a new Mixpanel project, or is a Mixpanel customer starting or extending their implementation.