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analytics-dashboard-integrity

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Use when designing, reviewing, or fixing dashboards or analytical reports with cohorts, activation, retention, payments, revenue, forecasts, valuation metrics, denominators, privacy-sensitive rows, or source disagreements.

plugins/nebelov/yandex-direct-for-all/skills/analytics-dashboard-integrity/SKILL.md

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Nov 7, 2026
License
Apache-2.0

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# Analytics Dashboard Integrity

Use this skill when a dashboard or analytical report can drive business decisions and the risk is metric trust, not visual layout alone.

## Metric Trust Gate

Before approving dashboard metrics, define:

1. source of truth;
2. grain;
3. denominator;
4. eligibility filter;
5. event or payment filter;
6. date anchor or `asOf` date;