Analytics & Monitoring Claude 技能

Performance Auditing

Analyzes and optimizes application performance by identifying bottlenecks, implementing caching strategies, and refining code execution across the full stack.

GA4 Data Management

Manages Google Analytics 4 administrative settings, data retention policies, and user permissions with expert precision.

GA4 BigQuery Analysis & Export

Facilitates the setup, querying, and analysis of raw Google Analytics 4 data within BigQuery using optimized SQL patterns and schema documentation.

GTM Debugging & Testing

Troubleshoots and validates Google Tag Manager implementations using Preview mode, Tag Assistant, and systematic diagnostic workflows.

GA4 Audiences & Segmentation

Provides expert guidance for building, managing, and optimizing Google Analytics 4 audiences for remarketing and behavioral analysis.

GTM Expert Best Practices

Optimizes Google Tag Manager implementations through standardized naming, performance tuning, and rigorous security compliance.

GA4 Recommended Events Guide

Implements and validates Google-defined recommended events for GA4 to ensure consistent ecommerce and user engagement tracking.

GTM Triggers Configuration

Configures and optimizes Google Tag Manager triggers for precise event tracking and tag firing logic.

GA4 Custom Event Implementation

Implements business-specific custom tracking events in Google Analytics 4 following industry best practices and naming conventions.

GTM Variables Configuration

Configures and optimizes Google Tag Manager variables to capture, transform, and manage dynamic data across tracking tags and triggers.

GA4 Events Fundamentals

Provides comprehensive guidance on Google Analytics 4 event architecture, naming conventions, and parameter configuration for precise data collection.

GTM Custom Templates Builder

Simplifies the creation of Google Tag Manager custom templates using secure sandboxed JavaScript APIs and best practices.

GA4 Reporting & Analysis

Generates comprehensive Google Analytics 4 reports and explorations to uncover actionable user insights and performance data.

GA4 Google Tag Manager Integration

Implements Google Analytics 4 tracking via Google Tag Manager with expert guidance on tags, triggers, and data layer integration.

GTM Data Layer Expert

Implements and manages Google Tag Manager data layers for GA4, e-commerce tracking, and single-page applications.

GA4 Measurement Protocol

Implements server-side Google Analytics 4 event tracking for backend applications, CRM integrations, and IoT devices.

GA4 Setup & Configuration

Configures Google Analytics 4 properties, data streams, and tracking implementations across various platforms and CMS environments.

vLLM Slack Summarizer

Automates the extraction and summarization of Slack activity for vLLM CI SIG to track breaking changes, hardware issues, and upstream releases.

Causal Inference & Root Cause Analysis

Systematically investigates causal relationships to identify fundamental root causes and distinguish them from symptoms or correlations.

GTM Tags Configuration

Configures and optimizes Google Tag Manager tags for GA4, Google Ads, and third-party marketing platforms.

Market Mechanics & Betting

Translates probabilistic beliefs into actionable betting decisions and optimized resource allocation strategies.

Financial Unit Economics

Analyzes business model viability and profitability through granular metrics like CAC, LTV, and contribution margins.

GA4 DebugView Testing & Validation

Validates and troubleshoots GA4 implementations using real-time DebugView monitoring and event verification workflows.

GA4 Custom Dimensions & Metrics

Guides the implementation, registration, and troubleshooting of event, user, and item-scoped custom dimensions in Google Analytics 4.

Observability Standards

Implements battle-tested metrics and monitoring patterns for production-grade observability environments.

GA4 gtag.js Implementation

Implements Google Analytics 4 tracking directly using gtag.js for precise website measurement without requiring Google Tag Manager.

Metrics Tree

Decomposes high-level business metrics into actionable drivers and leading indicators to align product strategy with measurable outcomes.

GTM Container Setup & Management

Configures and manages Google Tag Manager containers, workspaces, and deployment environments for web and mobile platforms.

GA4 User Tracking & Identity

Implements GA4 User ID, cross-device tracking, and custom user properties for unified audience analytics and privacy-compliant data management.

GA4 Privacy & Compliance Expert

Simplifies GA4 privacy configuration and regulatory compliance through expert guidance on Consent Mode v2, GDPR, and CCPA implementation.