What does /lens-report do?

It builds a scheduled reporting pipeline with SQL queries, delivery via Slack or email, threshold alerts, and historical comparison.

How do I install /lens-report?

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

AI Scheduled Reporting Pipeline

Reports work when they arrive automatically; they fail when they require someone to remember. The team sets up the dashboard, intends to check it weekly, and forgets. The metric drifts unwatched. The report that arrives in Slack on Monday at 9am gets read; the dashboard the team has to navigate to does not.

The /lens-report skill builds scheduled reporting pipelines. SQL queries per metric. Schedule (daily, weekly, monthly). Delivery via Slack or email with proper formatting. Threshold alerts when metrics move beyond the expected band. Historical comparison so the recipient sees the trend, not just the current value.

What the pipeline includes

Five layers. SQL: queries that produce the metrics to report. Schedule: cadence per report (daily for ops, weekly for product, monthly for executive). Delivery: Slack message or HTML email with the right structure. Alerts: thresholds that fire when metrics move outside the band. History: 4-12 period comparison so trends are visible.

Tonone's /lens-report skill builds scheduled SQL reports with Slack/email delivery, threshold alerts, and historical comparison.

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…

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-report 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-report do?: It builds a scheduled reporting pipeline with SQL queries, delivery via Slack or email, threshold alerts, and historical comparison.
How do I install /lens-report?: Install Tonone for Claude Code via tonone.ai/get-started.