Skill UI

A comprehensive guide detailing systematic strategies and patterns for optimizing cloud spending across major platforms including AWS, Azure, and GCP. It covers best practices for rightsizing resources, leveraging reserved instances, implementing lifecycle policies, and setting up robust cost governance, ensuring cost efficiency without sacrificing performance or reliability.

Expert in designing, building, and optimizing scalable data pipelines, modern data warehouses, and real-time streaming architectures. Mastery covers the complete modern data stack, including Spark, dbt, Airflow, and cloud services (AWS, Azure, GCP). Focuses on ELT/ETL, data lakehouse implementation (Delta Lake, Iceberg), data governance, and ensuring high data quality and operational reliability.

This skill provides expert-level diagnostic capabilities for complex distributed systems. It specializes in analyzing production incidents, identifying deep root causes, and designing comprehensive observability solutions. Use this when investigating recurring errors, reviewing system logs/traces, and implementing preventative reliability measures.

This skill guides the implementation of comprehensive, real-time monitoring for APIs. It covers collecting key metrics (latency, error rates, request rate), setting up health and readiness endpoints, building detailed Grafana dashboards, and implementing SLO-based alerting (following the RED method). Use this when you need to ensure API reliability, high availability, and performance in a production environment.

This comprehensive guide details the design of production-ready observability strategies. It covers the full spectrum of monitoring, including implementing SLI/SLO frameworks, utilizing the three pillars (Metrics, Logs, Traces), optimizing dashboard architecture, and preventing alert fatigue. Use this skill when establishing reliability standards or diagnosing complex system failures.

This skill specializes in implementing Service Level Objectives (SLOs) and Service Level Indicators (SLIs) to enforce reliability standards. It guides users in designing comprehensive SLO frameworks, calculating error budgets, and building robust monitoring systems. Use this when you need to establish data-driven reliability targets, balance feature velocity with technical health, and align service performance directly with core business objectives.

This skill guides the implementation and maintenance of compliance controls for North American Electric Reliability Corporation (NERC) Critical Infrastructure Protection (CIP) standards. It covers key areas including asset categorization (CIP-002), electronic security perimeters (CIP-005), system security management (CIP-007), and supply chain risk management. Use this when auditing, updating, or establishing compliance measures for Bulk Electric System (BES) cyber assets.

This skill provides a comprehensive framework for validating backup reliability. It automates processes like cryptographic hash verification, running simulated restores to isolated environments, detecting silent data corruption (bit rot), and scanning for ransomware indicators. Use it before relying on backups during a major incident or ransomware attack to ensure data recoverability and compliance.

A comprehensive operational guide for managing Salesforce integration failures and outages. This runbook provides step-by-step procedures for initial triage, diagnosing common API errors (e.g., rate limiting, authentication failures), implementing mitigation strategies, and conducting detailed post-incident reviews (postmortems). It covers best practices for ensuring system reliability during critical system outages.

This skill enforces disciplined SLO definition based on SRE principles, ensuring that reliability promises are measurable and actionable. It guides users in selecting the right SLI (Service Level Indicator), accurately calculating error budgets, setting multi-window burn-rate alerts, and reviewing existing SLO documents for common architectural flaws (e.g., targets too aggressive, wrong SLI selection). Ideal for defining, reviewing, and maintaining service reliability commitments.