Analytics & Monitoring Claude 技能

Session Analysis & Pattern Detection

Analyzes conversation history to identify behavioral patterns, user preferences, and workflow signals for improved agent performance.

Outfitter Stack Debugger

Troubleshoots Outfitter Stack issues including Result types, MCP protocol problems, CLI output, and logging configurations.

Performance Engineering

Optimizes code performance through a rigorous cycle of measurement, profiling, and targeted optimization to eliminate bottlenecks.

Root Cause Investigator

Diagnoses system failures and investigates incidents to identify root causes and provide formal prevention strategies.

Operational Risk Management

Identifies, measures, and manages operational risks in trading and brokerage environments through standardized mitigation and resolution frameworks.

Client Reporting & Delivery Optimization

Facilitates the end-to-end design, generation, and delivery of compliant financial performance reports and client communications.

Post-Trade Compliance & Surveillance

Implements sophisticated trade surveillance logic and post-trade compliance monitoring to detect market abuse and ensure regulatory adherence.

Performance Reporting

Generates professional investment portfolio performance reports with benchmark comparisons, risk metrics, and attribution analysis.

Counterparty Risk Management

Manages and measures counterparty credit risk for OTC derivatives and institutional securities trading operations.

Advisor Dashboards for RIAs

Builds and optimizes practice management dashboards for Registered Investment Advisors to track AUM, revenue, and growth KPIs.

Margin Operations

Manages margin lending, regulatory requirements, and margin call procedures for brokerage and advisory accounts.

Performance Metrics for Wealth Management

Calculates and evaluates investment performance using industry-standard risk-adjusted ratios and capture analysis.

Liquidity Management & Cash Flow Planning

Manages cash flow forecasting and liquidity strategies to optimize capital allocation while ensuring immediate fund availability.

Lumen Dashboards

Build interactive, declarative data dashboards using YAML specifications without writing complex Python code.

Amplitude Weekly Insights

Generates strategic narrative briefings summarizing key product trends, wins, and risks from the past seven days of Amplitude data.

Data Quality Guard

Monitors data quality dimensions, generates scorecards, and detects distribution drift for robust data pipelines.

Code Performance Optimizer

Profiles and optimizes software performance by identifying bottlenecks, memory leaks, and inefficient computational patterns.

Bash Script Logging & CI Output

Implements structured logging, colorized terminal output, and CI/CD-specific reporting for Bash scripts.

Sustainable Debt & ESG Capital Markets Analysis

Analyzes and structures sustainable debt instruments, including green bonds and sustainability-linked bonds, ensuring alignment with global ESG frameworks.

Amplitude Daily Brief

Generates proactive, narrative daily briefings summarizing key metric changes, anomalies, and experiment updates from your Amplitude analytics instance.

Observability & Monitoring

Implements production-grade monitoring systems using Prometheus and Grafana to track metrics, alerts, and system health across cloud-native architectures.

Pricing Strategy Analysis

Develops data-driven pricing models and competitive analysis to optimize product revenue and market positioning.

SRE Observability Guardrail

Validates and enforces production-grade observability standards, including structured logging and tracing, to prevent production blindness.

Metrics Dashboard Workflow

Designs and implements professional KPI dashboards with rigorous metric definitions, data lineage mapping, and anomaly detection.

Session Replay & Trace Analysis

Analyzes Claude Code trace logs to provide actionable insights into session health, token consumption, and tool efficiency.

Pandas for Customer Support Analytics

Analyzes and manipulates customer support data using pandas to track SLAs, ticket volumes, and agent performance metrics.

Dev Feedback Loop

Optimizes AI development cycles by calculating assertiveness scores and generating actionable prompt improvement reports.

App Analytics Strategist

Develops comprehensive data analytics frameworks and growth strategies for mobile and digital applications to optimize user engagement and retention.

Competitive Intelligence Specialist

Analyzes competitive landscapes and generates actionable sales battlecards to drive strategic market differentiation.

CPU Profiling

Profiles and optimizes application performance by identifying CPU bottlenecks and implementing efficient code execution patterns.