Skill UI

Implement vendor-neutral observability using OpenTelemetry standards for traces, metrics, and logs. Configure collectors, set up Kubernetes deployments, and instrument Python services. Supports Prometheus, Jaeger, and Loki backends. Essential for unified monitoring in microservices and infrastructure environments.

Optimize Linux system performance by configuring kernel parameters, analyzing bottlenecks, and tuning resources like memory, CPU, and network. Includes monitoring tools and sysctl settings for production environments.

This skill autonomously deep-scans entire codebases line-by-line to identify security vulnerabilities, performance bottlenecks, and architectural flaws. It systematically refactors code to meet enterprise-grade production standards, including adding logging, monitoring, CI/CD pipelines, and security hardening. Ideal for preparing software for deployment.

Set up Prometheus monitoring, configure metric scraping and service discovery, create recording and alert rules, and deploy via Helm or Docker Compose for infrastructure and application observability.

Configure Prometheus and Grafana for comprehensive metrics collection, visualization, and alerting. This skill covers Docker and Kubernetes deployment, PromQL query writing for analysis, and setting up alerting rules for system performance monitoring. Ideal for DevOps engineers managing infrastructure observability.

Monitor and evaluate Retrieval-Augmented Generation (RAG) systems using measurable metrics. This skill covers retrieval quality checks like Recall@k, hallucination detection, and groundedness scoring. It enables continuous regression testing and production monitoring for AI pipelines using Python libraries like RAGAS and OpenTelemetry.

A practical reference and usage guide for redis-cli, covering connection options, interactive mode, data queries, key inspection, debugging, monitoring, and safe Redis management from the command line.

Screen a person or organization for adverse media coverage, PEP status, and sanctions exposure using the Stipple API. Corroboration-gated results return 'review' not 'guilty'. Ideal for AML/CTF onboarding, vendor due diligence, investor vetting, and ongoing counterparty monitoring.

Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls using defense-in-depth strategy. Orchestrates specialized security agents for comprehensive assessments, layered controls, and continuous monitoring. Follows DevSecOps principles with shift-left security, automated scanning, and compliance validation to create a resilient security posture addressing vulnerabilities and future threats.

A comprehensive automation toolkit for managing Sentry error tracking and monitoring operations. Users can programmatically investigate issues, configure project-level alert rules, manage release versions, and monitor organizational structure. Essential for DevOps and development teams needing deep integration and programmatic control over error data.

This skill covers essential principles for managing production servers, focusing on decision-making rather than memorizing commands. It includes process management, monitoring strategies, log handling, scaling decisions, health checks, and security best practices to ensure system stability and reliability.

Implement service-to-service communication management using Istio or Linkerd. Configure mutual TLS (mTLS) for security, traffic shaping, and observability. Use this skill when managing microservices architecture, enabling canary deployments, enforcing authorization policies, and monitoring service health without changing application code.