Find the perfect capability for your agent.
Creates Java + Spring Boot projects: Web applications, full-stack apps with Vue.js or Angular or React or vanilla JS, PostgreSQL, REST APIs, and Docker. Use when creating Spring Boot projects, setting up Java microservices, or building enterprise applications with the Spring Framework.
Create, generate, or write Dockerfiles and multi-stage Docker images. Containerize apps.
Validate, lint, audit, or scan a Dockerfile for security and best practices.
Best practices for Docker-based ROS2 development including multi-stage Dockerfiles, docker-compose for multi-container robotic systems, DDS discovery across containers, GPU passthrough for perception, and dev-vs-deploy container patterns. Use this skill when containerizing ROS2 workspaces, setting up docker-compose for robot software stacks, debugging DDS communication between containers, configuring NVIDIA Container Toolkit for GPU workloads, forwarding X11/Wayland for rviz2 and GUI tools, or managing USB device passthrough for cameras and serial devices. Trigger whenever the user mentions Docker with ROS2, docker-compose for robots, Dockerfile for colcon workspaces, container networking for DDS, GPU containers for perception, devcontainer for ROS2, multi-stage builds for ROS2, or deploying ROS2 in containers. Also trigger for CI/CD with Docker-based ROS2 builds, CycloneDDS or FastDDS configuration in containers, shared memory in Docker, or X11 forwarding for rviz2. Covers Humble, Iron, Jazzy, and Rolling di
Gate 1 of the development cycle. Creates/updates Docker configuration, docker-compose setup, and environment variables for local development and deployment readiness.
Creates or audits Dockerfiles and Docker image configurations to achieve Docker Hub Health Score grade A. Enforces all evaluable security policies and supply chain best practices.
Build content-heavy sites with Git-backed TinaCMS. Provides visual editing for blogs, documentation, and marketing sites. Supports Next.js, Vite+React, and Astro with self-hosting options. Use when setting up CMS with non-technical editors or troubleshooting ESbuild compilation, module resolution, or Docker binding issues.
Manage build artifacts, Docker images, and package registries. Configure artifact repositories, versioning, and distribution strategies.
Create optimized Docker containers with multi-stage builds, security best practices, and minimal image sizes. Use when containerizing applications, creating Dockerfiles, optimizing container images, or setting up Docker Compose services.
Design and implement GitLab CI/CD pipelines with stages, jobs, artifacts, and caching. Configure runners, Docker integration, and deployment strategies.
Manage container registries (Docker Hub, ECR, GCR) with image scanning, retention policies, and access control.
Debug Docker containers and containerized applications. Diagnose deployment issues, container lifecycle problems, and resource constraints.
Convert Docker Compose files to WatchCow format for fnOS by adding the correct `watchcow.*` labels. Use this skill whenever a user wants to deploy a Docker container on fnOS (飞牛OS), convert a compose.yaml to WatchCow format, add WatchCow labels, create an fnOS native app from Docker, or asks about watchcow label configuration. Also trigger when the user mentions "飞牛", "fnOS app", or wants a Docker container to show up in the fnOS App Center.
Use this skill when the user wants to set up or configure tsk Docker container images, customize their tsk.toml for Docker builds, configure stack/agent/project layers, or troubleshoot tsk container build issues.
Cloud and container security testing - AWS, Azure, GCP, Docker, and Kubernetes misconfigurations and exploitation.
Compile and flash ESPHome firmware locally to a USB-connected ESP32 device using Docker. Use when the user says "deploy locally", "dploy over usb", "build and flash", "upload firmware", "flash over USB", "test locally", or wants to test component changes on a physical device.
Connect to a remote host via SSH and build a Docker image with rocprofv3, vllm, aiter, FlyDSL, and custom triton (rocm-maxnreg-support-v35 branch). Use when user wants to build/rebuild the ROCm development image on a remote host. Usage: /build-rocm-image <hostname>
Build and install FlyDSL (Flexible Layout Python DSL) on a remote host or Docker container. FlyDSL is a Python DSL and MLIR-based compiler stack for authoring high-performance GPU kernels with explicit layouts and tiling on AMD GPUs. Requires building LLVM/MLIR from source (~30min) then FlyDSL C++ and Python bindings (~5min). Usage: /build-flydsl [container@host]
