Analytics & Monitoring Claude 技能

Goodhart's Law Thinking Pattern

Prevents metric gaming and unintended optimization by identifying when measures stop being effective proxies for goals.

Analytics Tracking Expert

Implements, audits, and optimizes web and product analytics tracking to drive data-informed marketing and product decisions.

Web Performance Optimization

Optimizes website speed and Core Web Vitals through systematic measurement, asset compression, and efficient code delivery strategies.

Growth Accounting Framework

Decomposes user growth into New, Retained, Resurrected, and Churned segments to diagnose product health beyond surface-level metrics.

Web Performance & Core Web Vitals Audit

Analyzes and optimizes website performance and Core Web Vitals using integrated Chrome DevTools diagnostics.

Product-Market Fit Survey

Implements the Sean Ellis 40% rule to measure product-market fit through targeted user sentiment analysis and segmentation.

Change Analysis Root Cause Investigation

Identifies the root cause of system failures by systematically comparing the current failed state to a previous problem-free baseline.

Arbitrage Strategy & Analysis

Identifies and evaluates arbitrage opportunities across markets by analyzing price discrepancies, transaction costs, and structural inefficiencies.

North Star Metric Framework

Implements a structured strategic framework to identify, measure, and optimize the single core metric that drives sustainable product growth.

Time Value of Money Analysis

Evaluates financial decisions by calculating Net Present Value (NPV) and discounting future cash flows to determine current investment worth.

Contextual Relativity Analysis

Evaluates system metrics and project data through situational frames of reference to avoid misleading absolute measurements.

Performance Optimization Frameworks

Systematically improves application speed and responsiveness using measurement-driven frameworks and performance budgets.

Grafana Dashboards Professional

Designs and implements production-grade Grafana dashboards for real-time system and application observability.

Distributed Tracing & Observability

Implements end-to-end request tracking and performance monitoring across microservices using Jaeger and Tempo.

Claude Cost Optimization

Optimizes production Claude deployments by tracking token usage, identifying expensive patterns, and implementing advanced cost-saving techniques.

Loki Log Troubleshooter

Generates optimized LogQL queries for Grafana Loki to debug logs efficiently while preventing expensive or broad-range scans.

Strategic Group Analysis

Maps industry competition by clustering rivals with similar strategies to identify market gaps and mobility barriers.

Lev Self-Improvement

Transforms agent event streams into actionable system improvements through proactive pattern analysis and automated evolution.

Grafana Dashboard Specialist

Creates and manages production-ready Grafana dashboards for real-time visualization of system, application, and business metrics.

Retention & Engagement Frameworks

Implements systematic frameworks and behavioral metrics to analyze user retention and optimize product stickiness through cohort analysis.

Conversation Logging

Records all Claude Code interactions into structured markdown files for debugging, auditing, and session persistence.

Home Assistant Camera & NVR

Streamlines the configuration and management of Home Assistant camera integrations and Frigate NVR systems.

Monitoring & Observability

Configures a complete observability stack including error tracking, product analytics, and structured logging using industry-standard tools.

Home Assistant Sensor Architect

Configures and optimizes Home Assistant sensor entities, templates, and analytics for advanced smart home monitoring.

Incident Root Cause Analyzer

Identifies root causes of distributed system failures by analyzing logs, metrics, and traces using systematic anomaly detection and timeline correlation.

Error Tracking

Implements comprehensive Sentry v8 error tracking and performance monitoring across project services to ensure zero-exception error capturing.

SaaS Project Health Dashboard

Monitors project health by auditing build status, type safety, database security, and task progress.

ISP Session Checker

Analyzes real-time PPPoE/RADIUS internet sessions and CDR records using the Interstellio Telemetry API.

SaaS Hotfix & Debugging

Provides a structured workflow to reproduce, diagnose, and fix production bugs with specialized support for SaaS stacks like Stripe and Supabase.

Session Insights

Analyzes and visualizes Claude Code development sessions to generate comprehensive performance reports and workflow optimizations.