rust-async-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

memory-safety-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

go-concurrency-patterns — detailed patterns and worked examples captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing setup, and configuration following Rust best practices. Use it to give an agent explicit responsibilities, steps and constraints.

ShellCheck is a static analysis tool that analyzes shell scripts and detects problematic patterns. It supports:. Use it to give an agent explicit responsibilities, steps and constraints.

Bats (Bash Automated Testing System) is a TAP (Test Anything Protocol) compliant testing framework for shell scripts that provides:. Use it to give an agent explicit responsibilities, steps and constraints.

Enable bash strict mode at the start of every script to catch errors early. Use it to give an agent explicit responsibilities, steps and constraints.

Posix shell pro captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

Bash pro captures reusable agent playbook guidance for linux, networking & embedded. Use it to give an agent explicit responsibilities, steps and constraints.

Create and manage production-ready Grafana dashboards for comprehensive system observability. Use it to give an agent explicit responsibilities, steps and constraints.

You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature vel. Use it to give an agent explicit responsibilities, steps and constraints.

You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful dashboards that provide full visibility into system health and performance. Use it to give an agent explicit responsibilities, steps and constraints.

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.