/lens-audit

LensAnalytics & BI

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.

Install

This skill

Install Lens Audit

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install this skill

$ claude plugin install lens-audit@tonone-ai

The agent

Install Lens

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Lens

$ claude plugin install lens@tonone-ai

See all Lens skills

Want all 31 agents across both teams?

Full installation guide

Invoke this skill

Command|$ /lens-audit

When to use

When analytics has grown organically and nobody is confident which dashboards are authoritative. When a new analyst or engineer is inheriting a BI setup and needs to understand it before making changes. When dashboards are not driving decisions and you want to understand why.

Deep dive

AI Analytics Quality Audit

Most analytics tools have dashboards nobody opens. /lens-audit finds them, checks definition consistency, and recommends what to keep, consolidate, deprecate.

Read the article

More from Lens

All Lens skills

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…

LensAnalytics

/lens-report

Builds an automated reporting pipeline: SQL queries for each metric, scheduling logic (daily, weekly, monthly), delivery via Slack or email with proper formatting, threshold alerts for unusual values that need attention, and historical comparison tables. Low-maintenance once set up.

When stakeholders need recurring metric reports de…

Ready to use Lens Audit?

Get Started Back to Marketplace