advanced-analytics-dashboard

1# Advanced Analytics Dashboard
2 
3**What it is:** A register for analytics metrics and their sources; it does not train or run predictive models.
4 
5## Overview
6 
7Works out the smallest useful **Advanced Analytics Dashboard** setup for the business in front of it, then
8builds it only when asked. The default output is a short recommendation, not a
9spreadsheet. Artifacts - CSV, SQL DDL, JSON Schema, Notion mapping - are produced on
10request, from one field list so they cannot drift apart.
11 
12Layer: Layer 9: Analyze. Fits: Scale stage. Table code: n/a.
13 
14## When to Use This Skill
15 
16- analytics dashboard
17- predictive metrics
18- kpi dashboard template
19- business metrics dashboard
20 
21Also use it when the user says "predictive insights", or describes the same process happening in a
22spreadsheet, a document or someone inboxes.
23 
24Do not use it for: payroll calculation, tax filing, or legal advice. This skill produces
25empty templates by default. A requested review may transiently use supplied data; minimize it rather than claiming the host never processes it.
26 
27## How It Works
28 
29Follow the shared execution contract. The module-specific rules below define only domain fields, decisions, calculations, and safety constraints.
30 
31The 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.
32 
33### Step 1 - Identify intent
34…