How do I install the Ga Instrumentation Reviewer skill?

Run npx skillmds@latest add mittuled/ga-instrumentation-reviewer in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Ga Instrumentation Reviewer safe to use?

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Which AI agents work with Ga Instrumentation Reviewer?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Ga Instrumentation Reviewer free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Ga Instrumentation Reviewer?

mittuled (@mittuled) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Ga Instrumentation Reviewer by mittuled

Name: Ga Instrumentation Reviewer
Author: mittuled

Ga Instrumentation Reviewer

This skill reviews instrumentation completeness before general availability launch. Use when asked to audit tracking readiness for GA, verify launch instrumentation coverage, or confirm growth metrics will be measurable post-launch. Also consider when a GA date is set without an instrumentation audit. Suggest when a launch checklist lacks a data coverage item.

mittuled Updated Sep 17, 2026

File contents

ga-instrumentation-reviewer

Agent: Growth Engineer

L2 growth engineer (Nx) responsible for growth instrumentation, metrics dashboards, funnel analysis, and growth loop activation.

Department ethos: ideal-data-growth.md

Skill Description

The GA instrumentation reviewer conducts a pre-launch audit of all growth-related tracking to confirm that acquisition, activation, retention, and revenue events are instrumented, verified, and flowing to the data warehouse before the product reaches general availability.

When to Use

When a product is approaching GA and the launch checklist requires instrumentation sign-off.
When a beta-to-GA transition introduces new surfaces or flows that need tracking coverage.
When prior launches shipped with instrumentation gaps that caused data blind spots.

Workflow

Pull the growth instrumentation spec: Retrieve the approved spec covering all acquisition, activation, retention, and revenue events.
Audit coverage: Compare the spec against the live instrumentation. For each event, verify it fires in staging with correct properties.
Check growth dashboard readiness: Confirm every metric on the growth dashboard has a working data source and displays correct values.
Verify A/B test infrastructure: If experiments will run at GA, confirm the experiment framework is instrumented with variant assignment events and goal events.
Produce readiness report: Deliver a pass/fail verdict per event and dashboard metric. Block GA if critical events (signup, activation, purchase) are missing.

Anti-Patterns

Last-minute review: Conducting the instrumentation audit the day before GA leaves no time to fix gaps. Why: instrumentation fixes require implementation, verification, and deployment — typically a 2-3 day cycle.
Reviewing only happy paths: Auditing only the primary user flow misses error states, edge cases, and alternative paths that produce important signals. Why: error tracking and edge-case behaviour often reveal the most actionable growth insights.

Output

Success:

A GA instrumentation readiness report with pass/fail per event, dashboard readiness status, A/B test infrastructure check, and a clear go/no-go verdict.

Failure:

Critical growth events are missing before GA. Report the gaps, estimated fix time, and whether GA should be delayed or proceed with known data limitations.

Related Skills

instrumentation-spec-growth -- the spec is the source of truth against which this review is conducted.
instrumentation-verifier-growth -- verification results feed into this review.
instrumentation-clarity-reviewer -- the analytics lead's clarity review covers spec quality; this skill covers implementation completeness.

---name: ga-instrumentation-reviewerdescription: This skill reviews instrumentation completeness before general availability launch. Use when asked to audit tracking readiness for GA, verify launch instrumentation coverage, or confirm growth metrics will be measurable post-launch. Also consider when a GA date is set without an instrumentation audit. Suggest when a launch checklist lacks a data coverage item.---# ga-instrumentation-reviewer## Agent: Growth EngineerL2 growth engineer (Nx) responsible for growth instrumentation, metrics dashboards, funnel analysis, and growth loop activation.Department ethos: [ideal-data-growth.md](../../../../departments/data-growth/ideal-data-growth.md)## Skill DescriptionThe GA instrumentation reviewer conducts a pre-launch audit of all growth-related tracking to confirm that acquisition, activation, retention, and revenue events are instrumented, verified, and flowing to the data warehouse before the product reaches general availability.## When to Use- When a product is approaching GA and the launch checklist requires instrumentation sign-off.- When a beta-to-GA transition introduces new surfaces or flows that need tracking coverage.- When prior launches shipped with instrumentation gaps that caused data blind spots.## Workflow1. **Pull the growth instrumentation spec**: Retrieve the approved spec covering all acquisition, activation, retention, and revenue events.2. **Audit coverage**: Compare the spec against the live instrumentation. For each event, verify it fires in staging with correct properties.3. **Check growth dashboard readiness**: Confirm every metric on the growth dashboard has a working data source and displays correct values.4. **Verify A/B test infrastructure**: If experiments will run at GA, confirm the experiment framework is instrumented with variant assignment events and goal events.5. **Produce readiness report**: Deliver a pass/fail verdict per event and dashboard metric. Block GA if critical events (signup, activation, purchase) are missing.## Anti-Patterns- **Last-minute review**: Conducting the instrumentation audit the day before GA leaves no time to fix gaps. *Why*: instrumentation fixes require implementation, verification, and deployment — typically a 2-3 day cycle.- **Reviewing only happy paths**: Auditing only the primary user flow misses error states, edge cases, and alternative paths that produce important signals. *Why*: error tracking and edge-case behaviour often reveal the most actionable growth insights.## Output**Success:**- A GA instrumentation readiness report with pass/fail per event, dashboard readiness status, A/B test infrastructure check, and a clear go/no-go verdict.**Failure:**- Critical growth events are missing before GA. Report the gaps, estimated fix time, and whether GA should be delayed or proceed with known data limitations.## Related Skills- [`instrumentation-spec-growth`](../instrumentation-spec-growth/SKILL.md) -- the spec is the source of truth against which this review is conducted.- [`instrumentation-verifier-growth`](../instrumentation-verifier-growth/SKILL.md) -- verification results feed into this review.- [`instrumentation-clarity-reviewer`](../../../data-growth/analytics-lead/instrumentation-clarity-reviewer/SKILL.md) -- the analytics lead's clarity review covers spec quality; this skill covers implementation completeness.

Frequently asked questions