Analytics & Monitoring Agent Skills

Throughput Analyzer

Analyzes and optimizes system throughput to identify performance bottlenecks and evaluate scaling strategies.

Resource Usage Tracker

Monitors and optimizes system resource consumption including CPU, memory, and network I/O to improve application performance and reduce infrastructure costs.

Performance Bottleneck Detector

Identifies and resolves performance bottlenecks across application layers, optimizing CPU, memory, I/O, and database efficiency.

Log Analysis Tool

Analyzes application logs to detect performance bottlenecks, recurring error patterns, and resource usage anomalies.

Metrics Aggregator

Centralizes and aggregates performance metrics from diverse sources to streamline system monitoring and observability.

Crypto On-Chain Analytics

Performs deep on-chain analysis and market monitoring to track whale movements, token flows, and network health.

Performance Bottleneck Detector

Diagnoses and resolves application performance issues across CPU, memory, I/O, and database layers to optimize resource efficiency.

Log Aggregation Setup

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

Performance Regression Detector

Automatically identifies performance regressions and latency spikes within CI/CD pipelines through metric analysis and baseline comparisons.

Memory Leak Detector

Identifies and resolves memory leaks by analyzing code patterns and providing actionable optimization recommendations.

Blockchain Mempool Analyzer

Monitors blockchain mempools for pending transactions, MEV opportunities, and real-time on-chain data insights.

Distributed Tracing Setup

Automates the implementation of distributed tracing and OpenTelemetry instrumentation across microservices to provide full-stack observability.

Memory Leak Detector

Analyzes codebases to identify memory leaks, optimize resource usage, and resolve performance bottlenecks through automated pattern detection.

Application Performance Profiler

Analyzes application resource usage and execution paths to identify performance bottlenecks and recommend specific code-level optimizations.

Database Transaction Monitor

Monitors and analyzes database transactions to detect performance bottlenecks, lock contention, and rollback anomalies in real-time.

KPI Dashboard Design

Design and implement effective business intelligence dashboards with optimized metric selection, visualization layouts, and real-time monitoring patterns.

Postmortem Writing & Incident Review

Generates blameless postmortem reports and root cause analyses to improve incident response and organizational learning.

Optimizing Performance

Analyzes and resolves application bottlenecks across the full stack to improve load times, query speeds, and overall responsiveness.

Service Mesh Observability

Implements end-to-end monitoring, distributed tracing, and performance visualization for Istio and Linkerd service meshes.

Distributed Tracing & Observability

Implements distributed tracing with Jaeger and Tempo to monitor request flows and optimize performance in microservice architectures.

Prometheus Configuration

Configures Prometheus for comprehensive metric collection, storage, and monitoring across infrastructure and applications.

Telemetry

Routes and manages telemetry analysis for AI-assisted coding to provide insights into developer productivity and code changes.

Apple Health Analytics

Analyzes and extracts health metrics from local Apple Health SQLite databases, supporting multiple output formats including FHIR R4.

Brokle Domain Architecture

Guides the implementation and maintenance of Brokle's Domain-Driven Design architecture, covering entity modeling, multi-tenant scoping, and cross-domain interactions.

FilamentPHP Dashboard Widgets

Generates high-performance FilamentPHP v4 dashboard widgets including interactive charts, statistical overviews, and data tables.

Performance Budget Validator

Validates application performance against predefined thresholds to prevent regressions throughout the development lifecycle.

Performance Budget Validator

Validates application performance metrics against predefined thresholds to prevent regressions and ensure optimal user experiences.

Performance Budget Validator

Validates application performance metrics against predefined thresholds to identify and prevent performance regressions.

Performance Budget Validator

Validates application performance metrics against predefined thresholds to prevent regressions in load times and bundle sizes.

Dapr Observability Setup

Configures comprehensive OpenTelemetry tracing, Prometheus metrics, and structured logging for Dapr-based microservices.