Analytics & Monitoring Claude 技能

Distributed Tracing Implementation

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

Startup Financial Modeling

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

Startup Metrics Framework

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

Claude Status Line Setup

Configures and installs a real-time status line for Claude Code to monitor token usage, API costs, and context window limits.

Feedback Synthesizer

Transforms multi-channel user feedback and support data into prioritized, actionable product roadmaps.

Trend Researcher

Identifies and validates emerging market signals in cybersecurity, SMB technology, and AI/automation to inform strategic product roadmaps.

Report Distribution Agent

Automates the scheduled delivery of consolidated analytics and operational reports to specific client stakeholders.

Analytics Reporter

Generates comprehensive business intelligence reports and KPI dashboards by aggregating data from Supabase, Stripe, Vercel, and EAS.

Data Engineering for Supabase

Builds high-performance analytical pipelines and data infrastructure directly within Supabase Postgres.

Performance Benchmarker

Measures, analyzes, and validates performance improvements across mobile, web, and backend stacks using empirical data.

Incident Response Commander

Manages production outages and reliability engineering with structured protocols, blameless post-mortems, and stack-specific runbooks.

Optimization Architect

Implements autonomous cost governance, multi-model routing, and performance monitoring for Anthropic AI applications.

Data Analytics Reporter

Transforms raw Supabase and Stripe data into actionable business insights, revenue reports, and custom dashboards.

Tracking & Measurement Specialist

Architects and audits advanced conversion tracking systems across Stripe, Supabase, GTM, and major ad platforms.

Integrity Check

Verifies the structural integrity of the 3-Surgeons consensus system by monitoring monotonic counters and service health.

Surgeon Connection Probe

Verifies connectivity and operational status for remote and local LLM endpoints within the 3-surgeons consensus system.

Invariance Health Metacognition

Optimizes quality gate effectiveness by monitoring metrics and auto-calibrating LLM consensus thresholds to prevent development bottlenecks.

Neurologist System Monitor & Skeptic

Monitors system health and challenges model assumptions to ensure reliability and corrigibility in multi-LLM workflows.

SRE & Reliability Engineer

Establishes production reliability through SLO definition, multi-window burn-rate alerting, and automated toil reduction.

Distributed Tracing & Observability

Implements end-to-end request tracking and performance monitoring across microservices using Jaeger, Tempo, and OpenTelemetry.

Observability Enforcer

Enforces robust observability standards by auditing logging, tracing, health checks, and error handling patterns.

Web Performance Optimizer

Optimizes website load times and Core Web Vitals through asset minification, critical path analysis, and efficient resource delivery.

Server Log Error Reporter

Generates categorized error summaries from server logs to identify system failures, frequency, and actionable troubleshooting steps.

Analytics Tracking & Measurement

Implements, audits, and optimizes web and product analytics tracking to provide actionable business insights.

KPI Dashboard Design

Designs data-driven business dashboards using visualization best practices, metric selection frameworks, and real-time monitoring patterns.

Analytics Tracking & Implementation

Sets up, audits, and optimizes professional analytics tracking for GA4, Google Tag Manager, and event-based measurement systems.

Common Failure Patterns & Troubleshooting

Diagnoses and resolves recurring software failure patterns across dependencies, environments, networking, and concurrency.

Performance Profiling Guide

Guides developers through performance profiling, bottleneck identification, and code benchmarking using industry-standard tools and methodologies.

CELLM Status Monitor

Monitors and reports the operational health, uptime, and configuration status of the CELLM Oracle Worker daemon.

Argus Subsystem Diagnostic

Performs deep, evidence-based diagnostic examinations of software subsystems to identify architectural improvements and monitoring requirements.