Analytics & Monitoring Claude 技能

Performance Optimizer

Identifies and resolves performance bottlenecks across frontend, backend, and database layers using a data-driven measurement philosophy.

Retention Optimizer Agent

Optimizes customer lifetime value through data-driven cohort analysis, churn prediction models, and engagement loop design.

Metrics & Performance Analytics

Queries Prometheus metrics and analyzes resource usage to optimize platform performance and service health.

Trace Production Issue

Traces production alerts back to original requirements and generates actionable remediation intents to close the SDLC feedback loop.

Performance Profiling

Identifies and resolves software bottlenecks through systematic measurement and empirical optimization workflows.

PostHog Analytics Integration

Implements robust, ad-blocker-proof PostHog analytics with dual client and server-side tracking for web applications.

Alerting & Monitoring

Monitors system health, service status, and resource usage with real-time notifications for infrastructure reliability.

SDR Radio Tuner

Manages and optimizes software-defined radio settings including frequency, gain, and demodulation for WaveCap-SDR.

Tech Ecosystem Analyzer

Analyzes and compares technology ecosystems using quantitative GitHub metrics and qualitative web research to facilitate data-driven tool selection.

Distributed Tracing Implementation

Implements end-to-end request tracking using Jaeger and Tempo to monitor microservices performance and reliability.

Site Reliability SLO Framework

Defines and implements Service Level Indicators (SLIs) and Service Level Objectives (SLOs) to establish data-driven reliability targets.

DBT Semantic Layer

Provides expert guidance on building, validating, and integrating dbt Semantic Layer metrics using MetricFlow architecture.

Prometheus Configuration

Configures Prometheus for comprehensive metric collection, storage, and infrastructure monitoring.

Analytics & Reporting Helper

Generates interactive data visualizations, custom report builders, and dashboard KPIs for association management systems.

Performance Profiling

Identifies and resolves software performance bottlenecks through systematic measurement and data-driven optimization.

n8n Building Automation & SkySpark Integration

Automates building system analytics and SkySpark alert triage using n8n multi-agent workflows and FastAPI tool servers.

WaveCap SDR Recipe Builder

Automates the creation and management of multi-channel SDR monitoring configurations for the WaveCap-SDR platform.

Grafana Dashboards Professional

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

Moai Performance Essentials

Optimizes enterprise application performance using AI-powered bottleneck detection, predictive tuning, and advanced Scalene profiling across 25+ languages.

Distributed Tracing & Observability

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

Grafana Dashboard Specialist

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

Debugging with Tools

Facilitates systematic, tool-driven code investigation and error resolution through logs, search, and iterative testing.

AI Runtime Toolkit

Manages and integrates internal professional utilities and external CLI tools to extend AI cognitive capabilities through a metadata-driven discovery system.

Observability Fundamentals

Implements industry-standard logging, metrics, and tracing patterns to enhance system reliability and monitoring.

Finance Analyst

Automates financial reporting, revenue analysis, and business forecasting to drive data-informed product decisions.

Notification Troubleshooting

Investigates Mission Control alerts to identify root causes and provide actionable remediation steps through historical pattern analysis and resource correlation.

Infrastructure Monitoring Setup

Implements comprehensive observability stacks using Prometheus, Grafana, and proactive alerting frameworks.

Incident Response Pro

Manages system outages and performance degradations with standardized on-call procedures and automated runbook execution.

Skill Usage Tracker

Automates the setup of a comprehensive activity tracking system to monitor skill execution, duration, token usage, and API costs.

Prometheus Configuration & Monitoring

Configures Prometheus for robust infrastructure and application metric collection, storage, and alerting.