new-module
Enforces scalability, integration, and compatibility requirements when creating any new module in stochastic-rs — covers stochastic, quant, stats, distributions, copulas, and ai
Enforces scalability, integration, and compatibility requirements when creating any new module in stochastic-rs — covers stochastic, quant, stats, distributions, copulas, and ai
Generate Kubernetes manifests and Helm charts for .NET applications
Multi-cloud red team infrastructure automation. Deploy and manage cloud resources across AWS, Aliyun, Tencent Cloud with Terraform. Includes commands for init, deploy, manage, execute, and cleanup of infrastructure cases.
Use when setting up CI/CD pipelines, containerizing applications, deploying to Kubernetes, or writing infrastructure as code. DevOps & Deployment covers GitHub Actions, Docker, Helm, and Terraform patterns.
Specific workflows for scaling GKE workloads using HPA and VPA, as well as best practices for autoscaling configuration.
Workflows for auditing and hardening the security of GKE workloads.
Guides the user through creating GKE clusters using pre-defined templates (Standard, Autopilot, GPU/AI).
Guide for creating GKE ComputeClass resources. Use this skill when users want to define custom node configurations, autoscaling priorities, or hardware requirements (e.g., Spot VMs, GPUs, specific machine families) for their GKE workloads.
Use when working with Docker containers — debugging container failures, writing Dockerfiles, docker-compose for integration tests, image optimization, or deploying containerized applications
Use when configuring networks and service communication in Docker Compose including bridge networks, overlay networks, service discovery, and inter-service communication.
Use when deploying Docker Compose applications to production including security hardening, resource management, health checks, logging, monitoring, and high-availability patterns.
Use when configuring GitLab CI/CD pipelines, defining stages, or setting up workflow rules. Covers pipeline structure, stage ordering, and execution flow.
Use when configuring Docker environments for act, selecting runner images, managing container resources, or troubleshooting Docker-related issues with local GitHub Actions testing.
Use when configuring GitLab CI/CD variables, managing secrets, or integrating with external secret providers. Covers secure credential handling.
Use when defining and running multi-container Docker applications with Docker Compose YAML configuration.
Use when generating ConfigMaps and Secrets with Kustomize for Kubernetes configuration management.
Use when writing and deploying Kubernetes manifests for container orchestration.
Use when managing Kubernetes resources including deployments, services, configmaps, and secrets.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Kessoku compile-time DI with parallel initialization for Go. Use when writing or debugging kessoku providers/injectors, enabling async dependencies, migrating from google/wire, or fixing go:generate/codegen issues in Go services.
Container escape, Docker breakout, and Kubernetes exploitation.