Analytics & Monitoring Claude 技能

Systematic Analysis & Insights

Performs comprehensive analysis of code quality, development workflows, and skill effectiveness to generate actionable insights.

Performance Analyzer

Analyzes frontend applications to identify performance bottlenecks and provides actionable optimizations for bundle size, rendering, and Core Web Vitals.

Phoenix Waterfall Ledger Semantics

Manages complex GP/LP waterfall distribution models and shortfall-based clawback logic for venture capital funds.

AI Soul Introspection

Performs deep self-examination of agent behavior to identify performance friction, recurring patterns, and actionable growth insights.

Soul System Health Monitor

Monitors and remediates the integrity of the cc-soul system to ensure optimal AI agent performance.

On-Call Handoff Patterns

Standardizes on-call shift transitions through structured templates, escalation procedures, and comprehensive documentation patterns to ensure operational continuity.

KPI Dashboard Design

Designs effective business dashboards with metrics selection, visualization best practices, and implementation patterns.

Distributed Tracing Implementation

Implements end-to-end request tracing using Jaeger and Tempo to monitor microservices performance and troubleshoot bottlenecks.

Debugging Strategies

Implements systematic troubleshooting workflows and root cause analysis patterns to resolve complex software defects and performance bottlenecks.

SLO & SLI Implementation Framework

Defines and implements Service Level Indicators (SLIs) and Objectives (SLOs) with error budgets and alerting for reliable service performance.

Service Mesh Observability

Implements comprehensive monitoring, distributed tracing, and visualization for microservice architectures using Istio, Linkerd, and OpenTelemetry.

Grafana Dashboard Architect

Simplifies the creation and management of production-ready Grafana dashboards for comprehensive system and application observability.

Startup Metrics Framework

Calculates and optimizes key performance indicators for SaaS, marketplaces, and B2B business models using industry-standard benchmarks.

Startup Financial Modeling

Builds comprehensive 3-5 year financial models and projections for early-stage startups using industry-standard metrics.

Python Performance Optimization

Profiles and optimizes Python code to eliminate bottlenecks, reduce memory consumption, and accelerate execution.

Market Sizing Analysis

Calculates market opportunity for startups using TAM, SAM, and SOM methodologies across top-down, bottom-up, and value-theory frameworks.

Prometheus Configuration

Configures Prometheus for comprehensive metric collection, alerting, and monitoring of infrastructure and applications.

Sentry Error & Performance Tracking

Implements comprehensive Sentry v8 error monitoring and performance tracing across backend services.

Sentry Error & Performance Tracking

Implements comprehensive Sentry v8 error tracking and performance monitoring across Node.js backend services.

Sentry V8 Error Tracking

Integrates comprehensive Sentry v8 error tracking and performance monitoring into project services with mandatory capture rules.

Sentry Error Tracking & Monitoring

Integrates Sentry v8 error tracking and performance monitoring into project services to ensure zero-exception observability.

Trace Interpretation for ctx-monitor

Analyzes and deciphers Claude Code execution traces to debug agent behavior and identify performance bottlenecks.

Convex Agent Usage Tracking

Tracks LLM token consumption and costs for Convex agents to enable accurate billing and performance monitoring.

Grafana Report to Dashboard Migration

Converts Python-based Elasticsearch email reports into interactive Grafana dashboards using Jsonnet with dual-datasource support.

Grafana JSON to Jsonnet Converter

Converts Grafana dashboard JSON exports into maintainable Jsonnet code following standard mixin conventions and modernization practices.

Grafana Dashboard Optimizer

Optimizes Grafana dashboards for observability best practices, SRE standards, and improved diagnostic clarity using Jsonnet.

Grafana Jsonnet Refactor

Refactors and modernizes Grafana Jsonnet dashboards to eliminate code duplication and standardize observability patterns.

Token Usage Tracker

Monitors and reports AI token consumption and context window availability within Claude sessions.

Convex Agents Usage Tracking

Monitors and logs LLM token consumption to facilitate precise billing, cost analysis, and resource optimization within Convex applications.

Claude Flow Performance Analysis

Optimizes Claude Flow swarm performance through automated bottleneck detection, detailed profiling, and actionable AI-driven recommendations.