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shd-modules-mcp-plugin/plugins/shd-mcp-plugin/skills/shd-analytics/references/analytics-contract.md
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# Analytics contract
- Every metric has an explicit scope, period, unit and source operation.
- A server total is authoritative; a locally calculated total must be marked as
calculated and list the rows used.
- A comparison must use the same period boundaries and unit on both sides.
- Missing data, denied access and a zero value are different outcomes.
- Recommendations follow the evidence and are not written back to SHD unless a
separate mutation is explicitly requested.