Analytics & Monitoring Claude 스킬

Performance Modeling

Models system performance and predicts latency under load to identify architectural bottlenecks using queueing theory.

Performance Profiling

Analyzes CPU and memory usage to identify performance bottlenecks and optimize code efficiency using flame graphs and hotspot analysis.

UX Metrics Strategy

Defines measurable UX KPIs and success metrics to align product design with business outcomes.

Voice of Customer Insights

Aggregates and synthesizes multi-channel customer feedback into structured, actionable insights for product strategy.

Monitoring & Instrumentation

Implements comprehensive observability patterns using metrics, logs, and traces to ensure system reliability and efficient incident response.

Log Aggregation & Structured Logging

Implements centralized logging architectures and structured data formats to streamline observability and troubleshooting across distributed systems.

Memory Leak Detection

Identifies and resolves application memory leaks by performing systematic heap dump analysis and reference tracing.

Experiment Design & Product Analytics

Designs data-informed experimentation frameworks and metric hierarchies to measure product performance and user behavior effectively.

Product Retention Analysis

Measures product performance and customer behavior through structured measurement frameworks and experiment plans.

North Star Metric Strategy

Defines high-impact product success metrics and experimentation frameworks to drive data-informed growth and decision-making.

Blameless Postmortem Analysis

Generates comprehensive, fact-based postmortem reports to identify root causes and prevent system failure recurrence.

Product Metrics Framework

Develops data-driven metrics hierarchies and experimentation plans to measure product performance and user behavior effectively.

Monitoring Strategy & Observability

Designs high-signal monitoring and alerting systems to ensure production reliability while preventing alert fatigue.

Reliability Design Architect

Architects high-availability systems using SRE principles to ensure fault tolerance and automated recovery.

Funnel Analysis & Product Metrics

Optimizes product performance and user behavior tracking through structured metrics frameworks and experimental design.

A/B Test Design for Product Managers

Designs data-driven A/B tests and measurement frameworks to optimize product performance and user behavior through systematic experimentation.

Quality Metrics Dashboard

Designs and implements comprehensive quality assurance dashboards grounded in ISTQB standards to track testing effectiveness.

Gate Exchange Dual Investment

Manage and simulate dual investment products on Gate Exchange including Buy-Low and Sell-High strategies.

Gateway Watchdog

Automates self-healing, configuration backups, and process recovery for OpenClaw gateway instances.

FarmOS Finance Manager

Manages agricultural financial data including cash flow projections, cost tracking, and breakeven analysis for farming operations.

Context Doctor

Diagnoses and visualizes Claude's context window usage to optimize token allocation and agent performance.

Stock Evaluator Pro

Performs institutional-grade financial analysis and provides comprehensive stock investment recommendations with interactive React dashboards.

Lerwee Monitoring API Integration

Integrates Claude with the Lerwee (乐维) Monitoring System API to manage IT infrastructure, alerts, and system observability.

Trading Memory Management

Optimizes trading decision-making by standardizing logs, capturing system states, and automating the refinement of trading rules and mistake tracking.

AI Observability for OpenShift

Analyzes AI model inference performance, GPU utilization, and Red Hat OpenShift cluster health through query-driven diagnostics.

AAP Job Failure Analyzer

Analyzes Ansible Automation Platform (AAP) job logs to identify root causes and reconstruct failure timelines.

Host Fact Inspector

Correlates automation job failures with host-level system data to identify infrastructure drift and resource constraints.

Unified Portfolio Dashboard

Aggregates traffic, revenue, and error metrics across multiple products into a single real-time performance view.

Withings Family Health Tracker

Accesses and manages comprehensive health data including weight, body composition, and activity metrics for multiple family members via the Withings API.

SRE Incident Investigator

Streamlines production incident response through automated root cause analysis, log investigation, and evidence-driven debugging.