Analytics & Monitoring Claude 技能

Azure Monitor Log Ingestion for Java

Streamlines the process of sending custom logs to Azure Monitor via Data Collection Rules using the Java SDK.

Autoresearch Experiment Setup

Configures automated research experiments to optimize code performance, file size, and content quality through systematic benchmarking.

Full-Stack Performance Optimizer

Optimizes end-to-end application performance through deep profiling, database tuning, and frontend orchestration across the entire technical stack.

Prometheus Infrastructure Monitoring

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

Incident Responder

Provides expert SRE guidance to rapidly stabilize, investigate, and resolve critical system outages and reliability issues.

Service Mesh Observability

Implements comprehensive monitoring, distributed tracing, and visualization for Istio and Linkerd service mesh deployments.

Azure App Insights Management (.NET)

Manages Azure Application Insights resources, including monitoring components, availability tests, and performance dashboards using the .NET SDK.

Analytics Tracking & Implementation

Implements professional analytics tracking plans and measurement strategies using tools like GA4 and Google Tag Manager.

Performance Profiler & Optimizer

Analyzes and optimizes web application performance using data-driven profiling and Core Web Vitals benchmarks.

Data Quality Frameworks

Implements robust data validation using Great Expectations, dbt tests, and data contracts to ensure pipeline reliability.

SLO Implementation & Monitoring

Implements reliability standards and error budget frameworks to balance service uptime with feature delivery speed.

Smart Debugging Toolkit

Streamlines the software debugging lifecycle using AI-driven root cause analysis, observability integration, and production-safe troubleshooting workflows.

Azure Application Insights Instrumentation

Guides developers through instrumenting web applications with Azure Application Insights for comprehensive telemetry and observability.

PostHog Automation

Automates PostHog product analytics, event tracking, and feature flag management through Rube MCP integration.

Datadog Entity Generator

Automates the creation and validation of Datadog Software Catalog entity definitions by analyzing source code and interviewing engineers.

Azure Data Explorer (Kusto) Analytics

Queries and analyzes big data in Azure Data Explorer using Kusto Query Language (KQL) for logs, telemetry, and time-series analysis.

Error Tracking & Trace Monitoring

Implements comprehensive error monitoring and observability solutions to identify and resolve production issues with speed and precision.

Multi-Agent Orchestration Optimizer

Optimizes multi-agent systems through coordinated profiling, intelligent workload distribution, and cost-aware orchestration.

Database Migration Observability & Monitoring

Monitors and manages database migrations using real-time CDC pipelines, observability dashboards, and automated alerting systems.

Debugging Strategies

Employs systematic methodologies and profiling tools to identify and resolve software bugs across any technology stack.

Tool Use Guardian

Protects AI agent workflows by automatically monitoring, retrying, and recovering from failed tool calls and API interruptions.

Python Observability

Implements structured logging, metrics collection, and distributed tracing patterns for production-ready Python applications.

Local Currency Debt Market Analysis

Evaluates local currency bond markets through comprehensive yield analysis, inflation dynamics, and FX carry assessments.

PE Value Creation Attribution

Decomposes private equity returns into revenue growth, margin expansion, multiple expansion, and leverage paydown for detailed portfolio analysis.

Private Equity Value Creation Attribution

Decomposes private equity investment returns into core drivers including revenue growth, margin expansion, multiple shifts, and leverage paydown.

Legal & Financial Analysis: Going-Private Transactions

Evaluates management buyouts and take-private proposals through fairness assessments, minority squeeze-out mechanics, and appraisal rights analysis.

Bank Interest Rate Risk Management

Manages interest rate risk analysis for banking institutions through EVE, NII sensitivity, and repricing gap modeling.

Marketplace Business Model Evaluator

Analyzes marketplace dynamics, liquidity metrics, and network effects to evaluate investment viability and business health.

Rights Offering Arbitrage Modeling

Calculates Theoretical Ex-Rights Price (TERP) and models arbitrage opportunities within corporate rights offerings.

CDS Market Analysis

Interprets credit default swap markets through basis analysis, curve dynamics, and credit event monitoring.