Analytics & Monitoring Claude 技能

Error Tracking

Implements comprehensive Sentry v8 error tracking and performance monitoring across distributed service architectures.

Sentry Client Monitoring

Standardizes client-side Sentry monitoring for error boundaries, route-level error pages, and user interaction tracking.

Financial Statement Analysis

Calculates and interprets comprehensive financial ratios and metrics to evaluate company performance, liquidity, and valuation.

Multi-Agent Observability

Builds real-time monitoring and observability interfaces for complex multi-agent AI systems.

Context Auditor

Audits and optimizes LLM context window usage to improve agent performance and reduce token consumption.

Agentic KPI Tracking

Measures and monitors autonomous coding performance metrics to track progress toward Zero-Touch Engineering (ZTE).

Plugin Manager

Manages and queries Claude Code plugins by accessing local settings files to provide real-time status tracking and cross-platform environment auditing.

Network Topology Agent

Performs automated network discovery, generates comprehensive topology documentation, and conducts systematic root cause analysis for infrastructure issues.

Transcript Analyzer

Analyzes Claude Code session transcripts to debug plugin behavior, optimize context usage, and trace tool execution flows.

Performance Optimization

Optimizes backend application performance using advanced caching, load balancing, and database scaling strategies.

Standard Out Setup

Implements critical console logging and error visibility to ensure AI agents can observe application state and self-correct.

Gemini JSON Parser

Parses and extracts data from Gemini CLI programmatic output, including token usage, tool call statistics, and stream-JSON events.

Performance Optimizer

Analyzes and optimizes parallel development workflows to maximize execution speed and minimize operational costs.

Retention Optimization Expert

Reduces user churn and improves long-term retention through detailed cohort analysis, predictive health scoring, and actionable win-back strategies.

Dev Log Monitoring

Monitors and analyzes real-time backend and frontend logs during ScreenGraph end-to-end testing and agent execution.

Layer Cake Svelte Visualization

Simplifies data visualization in Svelte by managing scales, coordinate systems, and responsive dimensions across SVG, Canvas, and HTML contexts.

Mazza Loki Logging Configuration

Configures Grafana Loki logging for Python and Flask applications using the mazza-base library for structured observability.

Advanced Debugging

Standardizes runtime analysis through targeted log injection and framework-specific diagnostic patterns to resolve software defects faster.

Performance Optimizer

Identifies and resolves software performance bottlenecks through systematic profiling, measurement, and targeted code optimization across the full stack.

Rules Cache Optimization Architect

Optimizes command verification caching and system performance to ensure high-speed, resource-efficient documentation workflows.

Agent Observability Dashboard

Provides real-time visualization and monitoring of multi-agent Claude Code sessions through a high-performance web dashboard.

Governance Metrics Refresher

Automates the synchronization of project status metrics across governance documentation by scanning MCP data and calculating progress.

Codebase Quality Analyzer

Audits and optimizes codebases by detecting patterns, anti-patterns, duplication, and performance bottlenecks.

Performance Optimizer

Optimizes React application performance through advanced code splitting, bundle analysis, and runtime profiling.

Error Monitoring Specialist

Implements robust error handling and monitoring solutions to ensure application stability and superior user experiences.

Windows System Diagnostics

Diagnoses Windows 11 system crashes, performance bottlenecks, and hardware health using advanced PowerShell analytics.

Financial Summary

Parses and analyzes personal financial transaction CSV exports to calculate account totals, detect internal transfers, and generate detailed spending breakdowns.

Intervention Tier Classifier

Categorizes intervention urgency and applies standardized response protocols for AI governance and incident management.

Structured Plugin Logging

Implements standardized, JSONL-formatted structured logging for SideQuest plugins to simplify debugging and log analysis.

OpenTelemetry Observability

Implements comprehensive distributed tracing, metrics, and monitoring using OpenTelemetry and Sentry across backend and frontend services.