instrumentation
Use when defining events, fields, and governance for GTM analytics pipelines.
What this skill does
# Analytics Instrumentation Standards Skill ## When to Use - Planning event tracking for product, marketing, or revenue analytics. - Auditing existing tracking plans before model refreshes. - Coordinating engineering, product, and RevOps on data contracts. ## Framework 1. **Event Naming & Structure** – action-oriented names, consistent casing, required properties. 2. **Identity Management** – user/account IDs, anonymous IDs, device IDs, cross-system mapping. 3. **Consent & Privacy** – capture consent status, honor suppression, regional storage rules. 4. **Versioning** – change logs, backward compatibility, deprecation timelines. 5. **Observability** – sampling dashboards, schema change alerts, volume anomaly detection. ## Templates - Tracking plan sheet (event, description, properties, source, owner, status). - Data contract checklist (fields, types, validation rules, SLA). - Observability runbook (metrics, thresholds, notification channels). ## Tips - Pair each event with QA instructions and sample payloads. - Store tracking plans in version control to align with code releases. - Review instrumentation quarterly with stakeholders. ---
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