Reviews project documentation (README, CLAUDE.md, docs/, guides, references/) against a strict, weighted quality rubric and produces a score (0-100%) with actionable issues — checking that docs are accurate against the code, current (no changelog phrasing), concise, and well structured. Use when asked to review…
Reviews an Agent Skills skill against a strict, weighted quality rubric and produces a score (0-100%) with actionable issues. Use when asked to review, score, audit, or evaluate a skill or to check quality. Triggers on: "review this skill", "score the skill", "audit skill quality", "is this skill ready to merge". Do…
Read and explain a Mixpanel report or chart — what it shows, what's notable, and what's worth a closer look. Use whenever the user asks to interpret, explain, summarize, review, or break down an existing chart, report, or saved query in Mixpanel. Trigger phrases: "what does this chart show", "explain this report"…
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…
Set up Mixpanel for this project — set up an engine for the other Mixpanel skills to use (Mixpanel MCP server, mixpanel-headless Python SDK, or the user's own integration). Use whenever the user asks to set up, install, configure, or connect Mixpanel, switch Mixpanel engine or region, or when any Mixpanel skill finds…
Onboard users to the Mixpanel MCP server through guided, interactive modules. Use when the user asks "how do I use MCP", "what can I ask", "what should I try first", "show me what MCP can do", or is figuring out where to start (e.g. "what now?"). Always invoke this skill when the user asks about MCP capabilities, even…
Full lifecycle dashboard management for Mixpanel — create, template, clone, clean up, inventory, and update dashboards across projects and teams. ALWAYS use when a user asks to: create a dashboard, build a board, template or clone a dashboard, clean up stale dashboards, audit dashboards, list all dashboards, inventory…
Coach the user through any phase of a Mixpanel experiment — design (hypothesis framing, metric selection, sizing, statistical-model choice, advanced features like CUPED / Winsorization / multiple-testing correction), launch (pre-launch readiness check and the irreversible launch), monitor (mid-flight safety: SRM…
Coach the user through Mixpanel feature-flag work — picking the right flag-shaped product (Feature Gate vs Dynamic Config vs Experiment), naming and keying, staged rollouts, the kill switch, exposure debugging, and archive/restore. Use when the user wants to create, configure, ramp, kill, archive, restore, debug, or…
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…
Monitor and diagnose a Mixpanel metric for anomalies, drift, and root cause. Use whenever the user asks to investigate, debug, monitor, or explain a change in a metric tracked in Mixpanel — a saved Metric, KPI, conversion rate, retention, event count, funnel step, or anything tracked in a saved report or dashboard.…
Gets a Mixpanel org or project ready for its AI assistants — business context and Lexicon metadata. Use to set up or import context, fill gaps, or check AI-readiness: "set us up for Mixpanel AI", "how ready are we for the agent". Not for dashboards or metrics. Requires a Mixpanel engine — run /mixpanel:install if not…
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…