Instrumentation

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

Published by @gtmagents·0 agent reads / 30d·0 saves·Updated June 14, 2026

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

Event Naming & Structure – action-oriented names, consistent casing, required properties.
Identity Management – user/account IDs, anonymous IDs, device IDs, cross-system mapping.
Consent & Privacy – capture consent status, honor suppression, regional storage rules.
Versioning – change logs, backward compatibility, deprecation timelines.
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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Merger Model

description: Build accretion/dilution analysis for M&A transactions. Models pro forma EPS impact, synergy sensitivities, and purchase price allocation. Use when evaluating a potential acquisition, preparing merger consequences analysis for a pitch, or advising on deal terms. Triggers on "merger model", "accretion dilution", "M&A model", "pro forma EPS", "merger consequences", or "deal impact analysis".

Strategic Planning

ACTIVATE when developing long-term strategy, setting OKRs, creating vision statements, building SWOT analyses, designing strategic frameworks, defining company direction, planning multi-year initiatives, or aligning organizational strategy with business goals. Executive must think through market positioning, competitive advantage, and measurable strategic objectives.

product-management+2

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