Comprehensive reference for Kubernetes Service resources, covering service types, networking, load balancing, and service discovery patterns. Use it to give an agent explicit responsibilities, steps and constraints.

The following templates are available in the assets/ directory:. Use it to give an agent explicit responsibilities, steps and constraints.

Comprehensive reference for Kubernetes Deployment resources, covering all key fields, best practices, and common patterns. Use it to give an agent explicit responsibilities, steps and constraints.

You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging, and ensure teams can quickly identify and resolve production issues. Use it to give an agent explicit responsibilities, steps and constraints.

DGX Spark's GB10 chip has one 128GB unified memory (UMA) pool shared by CPU and GPU, and a sustained power ceiling well below its rated figure. Both break discrete-GPU assumptions: headroom isn't what nvidia-smi reports, and a run that starts fast will slow down mid-job with no. Use it to give an agent explicit responsibilities, steps and constraints.

Last verified: 2026-07-14 — refresh when CUDA, PyTorch, or Unsloth major versions change. Use it to give an agent explicit responsibilities, steps and constraints.

You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configuration testing strategies, and ensure configurations are secure, consistent, and er. Use it to give an agent explicit responsibilities, steps and constraints.

You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and implement cost-effective architectures across AWS, Azure, GCP, and OCI. Where provi. Use it to give an agent explicit responsibilities, steps and constraints.

Production patterns for Linkerd service mesh - the lightweight, security-first service mesh for Kubernetes. Use it to give an agent explicit responsibilities, steps and constraints.

Strategies and patterns for optimizing cloud costs across AWS, Azure, GCP, and OCI. Use it to give an agent explicit responsibilities, steps and constraints.

You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Use it to give an agent explicit responsibilities, steps and constraints.

Secure secrets management practices for CI/CD pipelines using Vault, AWS Secrets Manager, and other tools. Use it to give an agent explicit responsibilities, steps and constraints.

1. Source - Code checkout, dependency graph resolution 2. Build - Compile, package, containerize, sign artifacts 3. Test - Unit, integration, SAST/SCA security scans 4. Staging Deploy - Deploy to staging environment with smoke tests 5. Integration Tests - E2E,. Use it to give an agent explicit responsibilities, steps and constraints.

Extended configurations, platform-specific patterns, and advanced rollback strategies. Core patterns and decision tables live in ./SKILL.md. Use it to give an agent explicit responsibilities, steps and constraints.

You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design and implement automation that reduces manual work, improves consistency, and accelerates delivery while maintaining quali. Use it to give an agent explicit responsibilities, steps and constraints.

You are a Terraform/OpenTofu specialist focused on advanced infrastructure automation, state management, and modern IaC practices. Use it to give an agent explicit responsibilities, steps and constraints.

You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale. Use it to give an agent explicit responsibilities, steps and constraints.

You are a DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability practices. Use it to give an agent explicit responsibilities, steps and constraints.

You are a deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation. Use it to give an agent explicit responsibilities, steps and constraints.

A guide for getting started with Self Hosting devices including software and hardware that will make you a better and more efficient Self Hosting. Use it to make implementation decisions and avoid common dead ends.