analytics-tracking

analytics-tracking is a skill for Claude Code, Codex from hoangatg/ai-agent-toolkit. It costs 36 tokens per session (828 once invoked), scanned A, original, MIT.

An analytics and conversion-tracking guide for measuring how people use a product. It covers tools such as Google Analytics 4 and PostHog, event naming, funnels, and the AARRR model for tracking the path from acquisition to referral.

In plain words
What is it for?
Use it to plan tracking events, set up product and marketing analytics, measure conversion funnels, and choose data for product decisions.
Why use it?
It helps replace guesswork with consistent data about visits, sign-ups, feature use, purchases, and other important actions. Clear event definitions make reports easier to compare and maintain.

Skill for Claude CodeCodex

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add skills/hoangatg/ai-agent-toolkit/analytics-tracking
Any agent
npx skills add hoangatg/ai-agent-toolkit --skill analytics-tracking
Clone the repo
git clone --depth 1 https://github.com/hoangatg/ai-agent-toolkit

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for analytics-tracking

README.md
[![agentmods](https://agentmods.dev/badge/skills/hoangatg/ai-agent-toolkit/analytics-tracking.svg)](https://agentmods.dev/skills/hoangatg/ai-agent-toolkit/analytics-tracking)
Your own site
<a href="https://agentmods.dev/skills/hoangatg/ai-agent-toolkit/analytics-tracking"><img src="https://agentmods.dev/badge/skills/hoangatg/ai-agent-toolkit/analytics-tracking.svg" alt="Measured on agentmods" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 828 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00036 $0.00828
Opus 5 $0.00018 $0.00414
Sonnet 5 $0.00007 $0.00166
Haiku 4.5 $0.00004 $0.00083

Measured 4d ago against content hash a0b91c0e3258, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

analytics-tracking scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.agent/skills/analytics-tracking/SKILL.md · 127 lines

How it starts

The opening of the file, as written. The whole thing — 127 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Analytics Tracking

You can't improve what you don't measure — but measure what matters, not everything.


1. Analytics Strategy

What to Track

Level Metrics
Business Revenue, MRR, churn rate
Product DAU/WAU/MAU, activation rate
Feature Adoption, usage frequency
Technical Page load, errors, Core Web Vitals

Framework: AARRR

Stage Key Events
Acquisition page_view, utm_source, referral
Activation sign_up, onboarding_complete, first_value
Retention login, feature_used, session_count
Revenue plan_upgraded, payment_complete
Referral invite_sent, share_clicked

2. Event Design

Naming Convention

Convention Example
Object + Action button_clicked, form_submitted
Consistent case snake_case for events
Descriptive checkout_started not click1
Grouped Prefix by feature: auth_login, auth_signup

Event Properties

Property Always Include
userId If authenticated
timestamp When it happened
context Page, source, device
value Revenue, quantity if applicable

3. Tool Selection

Tool Best For Price
GA4 Web traffic, SEO Free
PostHog Product analytics, self-host Free tier
Mixpanel Event-based analysis Free tier
Amplitude Product intelligence Free tier
Plausible Privacy-focused, simple Paid

4. GA4 Setup

Key Configurations

Setting What
Enhanced measurement Auto-track scrolls, outbound clicks
Custom events Business-specific actions
Conversions Mark key events as conversions
Audiences Segment users for analysis
Data retention Set to 14 months (max free)

Read the full file on GitHub · 127 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 127 lines · 36 tokens per session scan A a0b91c0e3258

Subscribe to this mod's changes

analytics-tracking is a skill published in the GitHub repository hoangatg/ai-agent-toolkit (1 stars, last pushed 5mo ago), licensed MIT. It adds 36 tokens to every session and 828 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.