Analytics & Monitoring Claude 技能

Observability & Structured Logging

Implements production-grade structured logging, correlation IDs, and performance metrics for Bun-based Claude Code plugins.

SLO Implementation Framework

Defines and implements reliability targets using SLIs, SLOs, and error budgets to optimize service performance and innovation velocity.

Grafana Dashboard Manager

Builds and optimizes production-grade Grafana dashboards for comprehensive system observability and real-time metric visualization.

Python Performance Optimization

Profiles and optimizes Python code using advanced diagnostic tools and proven implementation patterns to improve execution speed and resource efficiency.

Prometheus Configuration & Monitoring

Configures Prometheus for comprehensive metric collection, alerting, and observability across infrastructure and applications.

Sentry Error Tracking & Monitoring

Implements comprehensive Sentry v8 error tracking and performance monitoring across backend services, controllers, and automated workflows.

Distributed Tracing Implementation

Implements distributed tracing with Jaeger and Tempo to track requests across microservices and optimize system performance.

RAN Quality & KPI Monitor

Monitors and optimizes Radio Access Network (RAN) performance using cognitive AI and deep KPI tracking for 5G environments.

RAN Capacity Planner

Optimizes network capacity through cognitive traffic forecasting and intelligent resource scaling for complex 5G infrastructures.

Energy Optimizer

Optimizes RAN energy efficiency and power management using cognitive consciousness and predictive analytics.

RAN Coverage & Signal Analyzer

Analyzes and optimizes Radio Access Network (RAN) coverage using cognitive consciousness and high-resolution signal strength mapping.

Swarm Performance Analysis

Optimizes Claude Flow agent swarms by identifying performance bottlenecks and providing AI-powered optimization recommendations.

Performance Analyst

Conducts advanced RAN performance analysis and bottleneck detection using cognitive temporal reasoning and causal inference.

Diagnostics Specialist

Automates RAN fault detection and root cause identification using cognitive predictive analysis and self-healing mechanisms.

Intelligent Monitoring Coordinator

Coordinates advanced RAN monitoring and intelligent observability using cognitive reasoning for real-time 5G network performance analysis.

Performance Optimization

Optimizes application speed and efficiency through systematic profiling, strategic caching, and full-stack performance patterns.

Operation Tracker

Monitors cumulative operation counts and iteration patterns to prevent context exhaustion by triggering proactive delegation.

ESP32 Firmware Debugger

Troubleshoots ESP32 firmware by analyzing runtime panics, memory corruption, and hardware communication failures within the ESP-IDF framework.

Velocity Tracker

Analyzes project data to provide quantitative development metrics and cycle time trends for data-driven project management.

Kubernetes Cluster Health Diagnostics

Performs automated, discovery-driven health assessments and troubleshooting for Kubernetes clusters and installed operators.

React Error Boundary & Error Handling

Implements robust React Error Boundaries and user-friendly fallback interfaces to prevent application crashes and improve error monitoring.

ElevenLabs & Twilio Agent Debugger

Troubleshoots and optimizes ElevenLabs conversational AI agents and Twilio call integrations through systematic diagnostic procedures.

Metrics Tracking & Analysis

Tracks and analyzes agile development metrics, quality indicators, and business KPIs to drive data-driven process improvements.

Mazza Loki Logging Configuration

Configures Grafana Loki logging for Python and Flask applications using the mazza-base library and secure CA certificates.

Workflow Logging Specification

Standardizes Claude Code workflow monitoring through structured JSONL and human-readable text logging patterns.

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.

Performance Profiling

Diagnoses and eliminates performance bottlenecks using a systematic six-phase optimization framework and measurable metrics.

Home Assistant Camera & NVR

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

Interpreting Results

Conducts rigorous, intellectually honest interpretation of data analysis results to ensure objective conclusions and avoid premature bias.