Analytics instrumentation review

Skill jukrap/ai-agent-playbook/skills/data/analytics-instrumentation-review

Reusable AI agent skills, project templates, and guardrails for safer software maintenance and delivery.

Install

npx -y skills add jukrap/ai-agent-playbook --skill analytics-instrumentation-review

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

2 stars2 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Use when reviewing tracking plans, event schemas, analytics instrumentation, funnels, cohorts, experiments, attribution, consent, or downstream metric impact.

SKILL.md

1.2 KB, as published. Nobody here has run it

Analytics Instrumentation Review

Use this as the primary data skill for event tracking, analytics instrumentation, funnels, cohorts, and experiments.

Workflow

Identify business question, event owner, user/account/session grain, event names, properties, identity stitching, and downstream metrics.
Check client/server event boundary, retry/dedup behavior, consent/privacy rules, sampling, attribution, offline/mobile behavior, and dashboard consumers.
Separate instrumentation correctness from UI state, backend connector, and reporting presentation concerns.
Verify with tracking plan, sample payloads, event tests, route/API hints, dashboard impact, and experiment assignment checks when possible.

Reference

Read references/event-tracking-plan.md for event naming, property, identity, consent, and payload checks.