Analytics & Monitoring Claude 技能

LangSmith Fetch

Debugs LangChain and LangGraph agents by fetching and analyzing execution traces directly from LangSmith Studio.

Azure Application Insights Manager (.NET)

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

App Insights Instrumentation

Instruments web applications to transmit telemetry and health data to Azure Application Insights for enhanced observability.

Google Analytics Analysis

Analyzes Google Analytics data to provide actionable website performance insights and data-driven optimization recommendations.

Distributed Tracing & Observability

Implements end-to-end request tracking with Jaeger and Tempo to identify performance bottlenecks across distributed systems.

Segment Automation & Customer Data

Automates Segment customer data platform operations to track user events, manage identities, and sync analytics data across your stack.

Reasoning Trace Optimizer

Debugs and optimizes AI agents by analyzing interleaved reasoning traces and identifying failure patterns.

AgentHub Session Status

Monitors the real-time progress, branch states, and activity logs of multi-agent coding sessions.

Finance Lead

Builds realistic financial models and manages startup operations from fundraising to burn rate analysis.

V3 Performance Optimization

Optimizes Claude-flow agent performance through Flash Attention, HNSW indexing, and aggressive memory management.

Build Dashboard

Generates self-contained, interactive HTML dashboards with professional charts and filters for rapid data visualization and reporting.

Incident Response & Postmortem

Streamlines the entire incident lifecycle from initial triage and stakeholder communication to root cause analysis and blameless postmortems.

Product Metrics Review

Analyzes product performance data to identify trends, compare against targets, and generate actionable strategic insights.

Performance Analysis

Identifies performance bottlenecks and generates actionable optimization recommendations for intelligent multi-agent swarms.

Performance Profiler

Identifies and resolves resource bottlenecks in Node.js, Python, and Go applications through systematic profiling and load testing.

Revenue Operations (RevOps) Analyzer

Optimizes SaaS revenue performance through automated pipeline health analysis, forecast accuracy tracking, and GTM efficiency benchmarking.

CPO Strategic Advisor

Provides high-level product leadership guidance for scaling companies, focusing on portfolio strategy, product-market fit, and organizational design.

Org Health Diagnostic

Performs cross-functional organizational health assessments across eight C-suite dimensions to identify hidden risks and provide actionable improvements.

Experiment Research Dashboard

Monitors automated experiment progress, performance metrics, and active research loops across multiple domains.

Memory Health Dashboard

Monitors and reports on the health, capacity, and integrity of Claude's auto-memory and project rule systems.

AutoResearch Setup

Initializes and configures automated research experiments to optimize code performance, content quality, and LLM prompts.

Tech Debt Tracker

Analyzes codebases to identify, score, and prioritize technical debt for more efficient refactoring and sustainable software maintenance.

SaaS Metrics Coach

Analyzes SaaS financial health by calculating key performance indicators like ARR, churn, and LTV to provide actionable business advice.

Product Analytics & KPI Strategy

Defines, tracks, and interprets product metrics across discovery, growth, and mature stages to drive data-informed decisions.

Product Analyst Agent

Defines KPIs, designs experiments, and interprets product metrics to drive data-informed decision-making.

Org Health Diagnostic

Conducts a comprehensive 8-dimension cross-functional organizational health check to surface hidden risks and provide actionable C-suite recommendations.

CRO Advisor

Optimizes B2B SaaS revenue engines through data-driven forecasting, NRR analysis, and sales strategy frameworks.

CRO Advisor

Provides expert revenue leadership for B2B SaaS companies by optimizing sales models, pricing strategies, and net revenue retention (NRR).

Incident Commander

Manages technology incidents from detection through resolution with automated triage, timeline reconstruction, and post-incident analysis.

Experiment Status Dashboard

Monitors and displays experiment progress, results, and active automation loops across multiple domains.