What does /lens-audit do?

It audits analytics infrastructure for unused dashboards, definition consistency across tools, and cleanup recommendations.

How do I install /lens-audit?

Install Tonone for Claude Code via tonone.ai/get-started.

AI Analytics Quality Audit

Analytics tools accumulate dashboards. Someone built a dashboard for a one-off review and never deleted it. The dashboard sits in the workspace, no one opens it, but it shows up in the directory and confuses every new hire. Definitions drift across dashboards. The same metric is computed three different ways.

The /lens-audit skill audits the analytics infrastructure. Inventories all dashboards and reports. Pulls usage data to identify which are actually opened. Verifies that metric definitions are consistent across tools. Recommends what to keep, what to consolidate, and what to deprecate.

What the audit covers

Four areas. Inventory: every dashboard and report across all tools. Usage: open rate per dashboard for the last 90 days. Definition consistency: are metrics computed the same way across tools. Recommendations: keep, consolidate, deprecate per asset.

Tonone's /lens-audit skill audits analytics infrastructure for usage, definition consistency, and produces a cleanup plan.

LensAnalytics

/lens-audit

Reviews existing analytics infrastructure: finds all dashboards and reports, checks usage data to identify which ones are actually opened versus ignored, verifies that metric definitions are documented and consistent across tools, and recommends what to keep, what to consolidate, and what to deprecate.

When analytics has grown organically and nobody is…

LensAnalytics

/lens-dashboard

Builds an analytical dashboard where every chart answers exactly one question for one specific audience. Detects your data stack (Metabase, Grafana, Streamlit, or Chart.js), designs a metric hierarchy, and implements the dashboard with proper labeling, filtering, drill-down capability, and data refresh configuration.

When building a new analytics dashboard for a prod…

LensAnalytics

/lens-metrics

Defines a metrics framework from the top down: North Star metric with rationale for why it is the right measure of success, supporting input metrics with precise definitions, SQL queries for each metric, ownership assignment to a specific person or team, review cadence, and action triggers specifying what to do when each metric moves.

When starting a new product or feature and need to…

Install

/lens-audit ships with the Lens agent in Tonone for Claude Code.

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Lens

$ claude plugin install lens@tonone-ai

Frequently asked questions

What does /lens-audit do?: It audits analytics infrastructure for unused dashboards, definition consistency across tools, and cleanup recommendations.
How do I install /lens-audit?: Install Tonone for Claude Code via tonone.ai/get-started.