Analytics & Monitoring Claude 스킬

OpenSearch Trace Querying

Queries and analyzes OpenSearch trace data using PPL to monitor GenAI agent performance and system latency.

Observability Metrics & PromQL

Queries and analyzes Prometheus metrics using PromQL to monitor HTTP performance, database latency, and GenAI token usage.

OpenSearch Dashboards Config

Queries OpenSearch Dashboards APIs to manage workspaces, index patterns, and observability configurations.

Observability Stack Health

Monitors and troubleshoots OpenSearch observability stack components to ensure data ingestion and system reliability.

Observability Signal Correlation

Correlates traces, logs, and metrics using OpenTelemetry semantic conventions for end-to-end observability investigations.

OpenSearch PPL Reference

Provides a comprehensive reference for Piped Processing Language (PPL) to build and execute OpenSearch observability queries.

Discover Product Opportunities

Identifies high-impact product growth opportunities by systematically analyzing Amplitude analytics, experiments, and customer feedback.

Amplitude Event Description Generator

Automates the auditing and generation of missing event descriptions in Amplitude projects at scale using orchestrated subagents.

Performance Optimizer

Identifies and resolves software bottlenecks using language-specific profiling, caching strategies, and database query optimization.

Script Kit Logging

Implements structured logging and observability patterns for Script Kit GPUI development.

Alva Finance & Trading

Build agentic finance applications, access 250+ market data sources, and deploy automated trading strategies.

Gran Maestro Dashboard

Launches and manages a local web dashboard to visualize AI workflows, agent streams, and project dependencies in real-time.

Chart Implementation

Implements interactive, themed Recharts visualizations using shadcn/ui components and standardized design patterns.

Infrastructure Monitor

Implement comprehensive observability through metrics tracking, structured logging, and automated alerting systems.

Sales Performance Metrics

Standardizes sales performance measurement using frameworks for leading and lagging indicators, capacity modeling, and SaaS benchmarks.

View Metrics

Provides instant access to KPI definitions, formulas, and validation status within your Claude Code environment.

Analysis Knowledge Archiver

Persists completed data analysis results to a knowledge archive for long-term storage and retrieval.

AI Pipeline Run Manager

Manages and analyzes past data pipeline runs to track performance, compare results, and maintain project cleanliness.

Stakeholder Communication Matrix

Adapts analytical findings into tailored formats for executives, product managers, engineers, and data teams to ensure insights are actionable and relevant.

Tracking Gap Analysis

Identifies missing data points and generates instrumentation requests to improve analytics coverage and data visibility.

Metric Spec Definition

Standardizes data metric definitions to ensure clarity in calculations, segmentation, and business interpretation.

AI Analyst Log Correction

Records and categorizes analytical mistakes to build a persistent knowledge base that prevents recurring errors in future analyses.

Great Expectations Data Validation

Validates data pipelines and generates automated quality reports using Great Expectations patterns.

System Health Check for TTS & Telegram

Diagnoses and monitors the operational status of integrated Text-to-Speech engines and Telegram bot subsystems on Apple Silicon.

TTS & Telegram Bot Troubleshooter

Diagnoses and resolves common Text-to-Speech and Telegram bot issues using systematic health checks and automated recovery patterns.

Data Quality Checker

Implements automated data validation, quality monitoring, and integrity checks for reliable data pipelines.

Portfolio Rebalancing

Implements professional rebalancing strategies to maintain target asset allocations while optimizing for taxes and transaction costs.

Performance Profiling & Optimization

Analyzes application performance and identifies bottlenecks to optimize critical code paths and reduce system latency.

Trade Execution Operations

Optimizes securities trading by guiding best execution compliance, algorithm selection, and transaction cost analysis (TCA).

Correlation Tracing & Observability

Implements distributed tracing with correlation IDs and span tracking to monitor request flows across microservices.