A professional framework for implementing decision-focused analytics, event tracking plans, and privacy-compliant measurement across web and product stacks.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install abm-analytics-tracking
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install abm-analytics-tracking using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Analytics Tracking?
Analytics Tracking is a specialized module within the Openclaw Skills ecosystem designed to transform raw data collection into actionable business intelligence. It moves beyond vanity metrics by focusing on the 'Track for Decisions' principle, ensuring every event captured directly informs marketing or product strategy. Whether you are setting up Google Analytics 4 (GA4), managing complex Google Tag Manager (GTM) containers, or defining a custom event schema for a SaaS product, this skill provides the architectural rigour needed for high-quality data.
The skill establishes a standardized Object-Action naming convention and provides comprehensive frameworks for tracking plans. By prioritizing data quality and privacy compliance (GDPR/CCPA), it enables developers and marketers to build a reliable source of truth for user behavior, conversion funnels, and attribution modeling.
Analytics Tracking Use Cases
- Setting up GA4 and Google Tag Manager from scratch for marketing sites or web applications.
- Auditing existing analytics implementations to fix broken triggers or duplicate event firing.
- Developing a comprehensive tracking plan and event library for new product features.
- Implementing server-side or client-side conversion tracking for paid media attribution.
- Ensuring privacy compliance through consent mode integration and PII redaction.
How Analytics Tracking Works
- Assessment: The skill analyzes existing product marketing context files to understand business goals and technical constraints.
- Strategy Definition: It identifies the key business questions that need answering to determine which specific metrics and events to track.
- Schema Design: A tracking plan is generated using consistent Object-Action naming conventions (e.g., signup_completed) and defined properties.
- Implementation: Technical setup instructions are provided for GA4, GTM, or alternative platforms like Mixpanel and PostHog.
- Validation: The implementation is verified using tools like GA4 DebugView and GTM Preview Mode to ensure data accuracy and privacy safety.
Analytics Tracking Setup
To integrate this module into your workflow, ensure your environment is configured to read the marketing context files.
# Check for existing context files
ls .agents/product-marketing-context.md
# If using as part of the Openclaw Skills library, reference the local skill path
# and ensure your tracking plan markdown is initialized.
touch analytics-tracking-plan.md
Ensure you have access to your GA4 Measurement ID or GTM Container ID before beginning the implementation phase.
Analytics Tracking Data Schema & Taxonomy
The skill organizes tracking information using a structured framework that bridges the gap between marketing goals and technical code.
| Component | Description | Format |
|---|---|---|
| Tracking Plan | The master document defining events, triggers, and properties. | Markdown Table |
| Event Library | A reusable collection of industry-standard events (e.g., ecommerce, SaaS). | Reference File |
| Data Layer | The JSON object structure used to pass data from the site to GTM. | JavaScript Snippet |
| UTM Strategy | A taxonomy for tracking traffic sources and campaign performance. | Naming Convention |
| Custom Dimensions | User or event-scoped parameters for advanced reporting. | Schema Definition |
Analytics Tracking Advanced Features
- Multi-platform support including GA4, Mixpanel, Amplitude, and Segment.
- Automated validation checklists to prevent PII leaks and duplicate event tracking.
- Deep integration with ab-test-setup for granular experiment measurement.
- Advanced UTM parameter strategies for complex multi-channel marketing attribution.
- Consent Management Platform (CMP) integration patterns for global privacy compliance.
SKILL.md
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