Instrumentation

Use when defining events, fields, and governance for GTM analytics pipelines.

Published by @gtmagents·from gtmagents/gtm-agents·0 agent reads / 30d·0 saves·

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.

More on the bench

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When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' or 'ideas to grow.' This skill provides 139 proven marketing approaches organized by category.

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Launch Strategy

When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'GTM plan,' 'launch checklist,' or 'launch momentum.' This skill covers phased launches, channel strategy, and ongoing launch momentum.

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