Advanced Analytics Dashboard

What it is: A register for analytics metrics and their sources; it does not train or run predictive models.

Overview

Works out the smallest useful Advanced Analytics Dashboard setup for the business in front of it, then builds it only when asked. The default output is a short recommendation, not a spreadsheet. Artifacts - CSV, SQL DDL, JSON Schema, Notion mapping - are produced on request, from one field list so they cannot drift apart.

Layer: Layer 9: Analyze. Fits: Scale stage. Table code: n/a.

When to Use This Skill

• analytics dashboard
• predictive metrics
• kpi dashboard template
• business metrics dashboard

Also use it when the user says "predictive insights", or describes the same process happening in a spreadsheet, a document or someone inboxes.

Do not use it for: payroll calculation, tax filing, or legal advice. This skill produces empty templates by default. A requested review may transiently use supplied data; minimize it rather than claiming the host never processes it.

How It Works

Follow the shared execution contract. The module-specific rules below define only domain fields, decisions, calculations, and safety constraints.

The upstream shared contract is not bundled; use this file directly. Confirm metric units, aggregation grain, period, timezone and source freshness. Missing values are not zero; show targets only when supplied.

Step 1 - Identify intent

Read the request and pick the intent before asking anything.

• "set up" or "build" or "create" -> the user wants artifacts; go to Step 2.
• "our process is ..." or "it is in a sheet" -> the user wants to move an existing process; capture it, then Step 2.
• "is this right" or "review" or "audit" -> the user wants a check, not a build; answer from what they share.
• "how do I ..." -> advice question; answer directly and offer the build only if it helps.