cyberneticlibrary

Set up analytics tracking for actionable insights

analyticsskillsetup L228,686
coreyhaines31/marketingskills

Causal-lift measurements

event-tracking-design+12pp vs no-skill baselinewith-skill 80% · baseline 68%

Measured by running the task with and without this artifact, K=5, graded by deterministic checks — no LLM judging.

What it does

Set up analytics tracking for decision-driven measurement

Best for

When you're instrumenting a site and need consistent, decision-first tracking architecture.

Inputs
  • · business context
  • · key decision types
  • · tech stack
  • · compliance/privacy requirements
Outputs
  • · event naming conventions
  • · tracking plan with all event types
  • · GA4 implementation code snippet
Requires
  • · Google Analytics 4
  • · Google Tag Manager
Preconditions
  • · Identify decisions to inform
  • · Establish naming conventions
  • · Define conversion types
Failure modes
  • · Tracks vanity metrics instead of decisions
  • · Event naming inconsistencies across tags
  • · Over-instrumenting causes data quality issues
Trust signals
  • · Event naming convention examples
  • · Essential events table by business type
  • · GA4 implementation template