Observability skills

This skill helps engineers design and run robust Python automation with structured logging, safety checks, and reproducible workflows.

This skill streamlines containerization and deployment automation for Brainarr, enabling automated builds, registries, and Kubernetes-ready deployments.

This skill helps you debug, trace, and monitor DSPy programs in development and production with inspection, MLflow tracing, and custom callbacks.

This skill designs and optimizes RabbitMQ deployments for reliability and throughput, guiding exchange patterns, clustering, and monitoring.

This skill helps you design and implement secure, high-performance Cilium-based networking and security for Kubernetes clusters, with observability and

This skill securely automates AT-SPI2 interactions on Linux, enabling accessible GTK/Qt automation with strict target validation and audit logging.

This skill helps you design and secure scalable CI/CD pipelines with GitHub Actions, GitLab CI, and ArgoCD.

This skill helps you perform secure browser automation by enforcing domain allowlists, credential protection, and audit logging during automated browsing.

This skill helps you securely interact with D-Bus on Linux by validating targets, enforcing timeouts, and auditing activity.

This skill helps you diagnose and fix Outfitter stack issues across results, MCP, CLI output, exit codes, and logging.

This skill helps you configure and manage multi-environment setups with type-safe .env handling and consistent config across dev, staging, and production.

This skill orchestrates multi-domain agents and cross-agent memory to accelerate complex projects, automate coordination, and observability across frontend,

This skill helps verify reported bugs by systematically reproducing issues, validating steps, and distinguishing bugs from user errors across environments.

This skill helps you create Obsidian-friendly Mermaid diagrams with square layouts, minimal labels, and clean rendering for reliable markdown diagrams.

This skill helps you manage asc build lifecycle by locating latest or recent builds, inspecting status, and cleaning up old ones.

This skill helps you design, implement, and automate CI/CD pipelines, containerization, and infrastructure across cloud environments with best practices.

This skill helps you design, train, evaluate, and deploy machine learning models with integrated MLOps guidance, accelerating production-ready AI.

This skill coordinates multi-component releases and feature flags, aligning versioning, rollout strategies, and rollback plans to ensure smooth deployments.

This skill validates complete requirements traceability across EARS lifecycle, generating coverage reports and a traceability matrix to detect gaps and

This skill helps you design and operate a production observability platform with SLO/SLI, alerting, dashboards, and incident response workflows.

This skill helps you select and integrate the right Discord bots, platforms, and automation to build a cohesive, scalable community tech stack.