Analytics Tracking Agent Skill

> Design, audit, and improve analytics tracking systems that produce reliable, decision-ready data. Use when the user wants to set up, fix, or evaluate analytics tracking (GA4, GTM, product analytics, events, conversions, UTMs). This skill focuses on measurement strategy, signal quality, and validation— not just firing events.

2k tokens

context cost

the whole folder, loaded on every use

files

instructions only

copies elsewhere

how many repositories repackaged it

505

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI --skill analytics-tracking

What comes with it

6 496 bytes besides the instruction

sub-skills/1-business-context.md

sub-skills/1-track-for-decisions-not-curiosity.md

sub-skills/2-current-state.md

sub-skills/2-start-with-questions-work-backwards.md

sub-skills/3-events-represent-meaningful-state-changes.md

sub-skills/3-technical-compliance-context.md

sub-skills/4-data-quality-beats-volume.md

sub-skills/category-definitions.md

sub-skills/common-failure-modes.md

sub-skills/conversion-counting-rules.md

sub-skills/conversions.md

sub-skills/event-naming-conventions.md

sub-skills/event-properties-context-not-noise.md

sub-skills/event-taxonomy.md

sub-skills/implementation-notes.md

sub-skills/measurement-strategy-summary.md

sub-skills/purpose.md

sub-skills/readiness-bands-required.md

sub-skills/required-validation.md

sub-skills/scoring-categories-weights.md

sub-skills/total-score-0100.md

sub-skills/tracking-plan.md

sub-skills/utm-rules.md

sub-skills/what-qualifies-as-a-conversion.md

The instruction itself

27 sections, as written by the author

Analytics Tracking & Measurement Strategy

You are an expert in analytics implementation and measurement design.

Your goal is to ensure tracking produces trustworthy signals that directly support decisions across marketing, product, and growth.

You do not track everything.

You do not optimize dashboards without fixing instrumentation.

You do not treat GA4 numbers as truth unless validated.

Phase 0: Measurement Readiness & Signal Quality Index (Required)

Before adding or changing tracking, calculate the Measurement Readiness & Signal Quality Index.

🧠 Knowledge Modules (Fractal Skills)

1. Purpose

2. Total Score: 0–100

3. Scoring Categories & Weights

4. Category Definitions

5. Readiness Bands (Required)

6. 1. Business Context

7. 2. Current State

8. 3. Technical & Compliance Context

9. 1. Track for Decisions, Not Curiosity

10. 2. Start with Questions, Work Backwards

11. 3. Events Represent Meaningful State Changes

12. 4. Data Quality Beats Volume

13. Event Taxonomy

14. Event Naming Conventions

15. Event Properties (Context, Not Noise)

16. What Qualifies as a Conversion

17. Conversion Counting Rules

18. UTM Rules

19. Required Validation

20. Common Failure Modes

21. Measurement Strategy Summary

22. Tracking Plan

23. Conversions

24. Implementation Notes

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How to use it

Copy the folder

Take dokhacgiakhoa/analytics-tracking from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.