Analytics & Monitoring Agent Skills

Observability & Structured Logging

Implements production-grade structured logging, correlation IDs, and performance metrics for Bun-based Claude Code plugins.

Structured Plugin Logging

Implements standardized, JSONL-formatted structured logging for SideQuest plugins to simplify debugging and log analysis.

Operation Tracker

Monitors cumulative operation counts and iteration patterns to prevent context exhaustion by triggering proactive delegation.

Retention Optimization Expert

Reduces user churn and improves long-term retention through detailed cohort analysis, predictive health scoring, and actionable win-back strategies.

Repo Recap

Generates a visual 2025 year-in-review report for any repository by analyzing commits, pull requests, and issue activity.

System MOT Health Check

Performs comprehensive audits and automated repairs for Claude Code skills, agents, hooks, and memory systems.

Quality Metrics

Measures software quality through actionable DORA metrics and automated quality gates to drive continuous improvement.

Datadog Observability CLI

Enables Claude to investigate production issues by searching logs, querying metrics, and analyzing distributed traces via the Datadog platform.

State Repair & Forensic Healing

Diagnoses and permanently resolves AI hallucinations, instruction drift, and component failures through forensic log analysis.

IT Operations Expert

Manages IT infrastructure, service reliability, and incident response through automation and comprehensive observability frameworks.

Service Mesh Observability

Implements comprehensive monitoring and distributed tracing for service mesh architectures like Istio and Linkerd.

Spring Boot Actuator Observability

Configures production-grade monitoring, health probes, and Micrometer metrics for Spring Boot services.

File Operations & Analytics

Analyzes file systems to provide detailed metadata, line counts, and content statistics without modifying source code.

Distributed Tracing & Observability

Implements distributed tracing with Jaeger and Tempo to monitor request flows and optimize performance across microservices.

SLO Implementation Framework

Implements measurable reliability targets using SLIs, SLOs, and error budgets to balance system stability with development velocity.

Grafana Dashboard Engineering

Builds and manages production-grade Grafana dashboards for real-time observability of infrastructure and applications.

Dashboard Creator

Generates interactive HTML dashboards featuring KPI metric cards, SVG-based charts, and data visualizations for monitoring performance.

Prometheus Configuration & Monitoring

Configures comprehensive Prometheus setups for infrastructure and application metric collection, storage, and alerting.

Log Aggregation Setup

Automates the deployment and configuration of centralized logging systems like ELK, Loki, and Splunk for production environments.

Log Analysis & Performance Troubleshooting

Analyzes application logs to identify performance bottlenecks, recurring error patterns, and system anomalies for improved stability.

System Throughput Analyzer

Analyzes and optimizes system throughput to identify performance bottlenecks and improve resource capacity.

Grafana Dashboard Designer

Generates and optimizes professional Grafana monitoring dashboards using standardized design systems and visualization best practices.

Sentry Error Tracking & Monitoring

Integrates Sentry v8 error tracking and performance monitoring to ensure comprehensive, zero-exception observability across all services.

Span Engineering Analytics

Queries engineering metrics, project management data, and investment insights from the Span Knowledge Graph API.

Logging Best Practices

Implements high-performance observability patterns using wide events and canonical log lines for improved debugging and analytics.

Pirsch Analytics Review

Analyzes website performance and visitor engagement using Pirsch to provide actionable growth insights and automated reporting.

Code Debugger & Troubleshooting

Diagnoses software defects, analyzes stack traces, and identifies root causes across multiple programming languages and environments.

Performance Optimization Expertise

Optimizes software performance through systematic profiling, rigorous benchmarking, and evidence-based bottleneck identification.

Track Equity Cumulative Return

Analyzes and visualizes cumulative stock and index performance against the S&P 500 benchmark using historical Yahoo Finance data.

Conversation Analysis

Analyzes conversation history to extract behavioral signals, identify recurring patterns, and synthesize actionable insights.