Initial scaffold: docs, data manifest, and static dashboard

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# KPI Definitions
> This file will map each KPI to its exact formula and validation notes.
## Template
| KPI Name | Definition | Source Tables | Filters | Notes |
|---|---|---|---|---|
| Example KPI | SUM(Table[Amount]) | Table | DateRange | Match Power BI card |