containerization
Docker and Kubernetes workflows for containerization. Use for building containers, orchestration, and cloud-native deployments.
Find the perfect capability for your agent.
Docker and Kubernetes workflows for containerization. Use for building containers, orchestration, and cloud-native deployments.
Diagnose and fix ApraPipes CI/CD build failures across all platforms (Windows, Linux x64/ARM64, Jetson, macOS, Docker). Handles vcpkg dependencies, GitHub Actions workflows, self-hosted CUDA runners, and platform-specific issues. Use when builds fail or when modifying CI configuration.
Expert guidance for configuring and deploying the OpenTelemetry Collector. Use when setting up a Collector pipeline, configuring receivers, exporters, or processors, deploying a Collector to Kubernetes or Docker, or forwarding telemetry to Dash0. Triggers on requests involving collector, pipeline, OTLP receiver, exporter, or Dash0 collector setup.
Reviews Rust microservices in the depot/ directory with focus on Axum web framework, SQLx database patterns, Docker deployment, and WebSocket communication. Use when reviewing depot service changes (discovery, dispatch, map-api, gps-status, mapper), adding new endpoints, modifying database schemas, implementing WebSocket protocols, or debugging service integration issues. Covers Tokio async patterns, REST/WebSocket API design, PostgreSQL migrations, error handling, health checks, and Docker multi-stage builds.
Guides deployment of Muni software to rovers (aarch64 cross-compilation, systemd) and depot (Docker Compose). Use when deploying firmware updates, installing services, configuring environments, troubleshooting deployment failures, or setting up new rovers/depot instances. Covers cross-compilation with `cross` tool, deploy.sh script usage, systemd service management, Docker Compose profiles, environment variables, and rollback procedures.
Implement container and dependency vulnerability scanning using Grype for automated security testing in development workflows, CI/CD pipelines, and repository maintenance. Use when setting up security scanning, adding vulnerability detection to projects, implementing pre-commit hooks for security, or scanning Docker containers and package dependencies for vulnerabilities.
Convert BastionClaw from Apple Container to Docker for cross-platform support. Use when user wants to run on Linux, switch to Docker, enable cross-platform deployment, or migrate away from Apple Container. Triggers on "docker", "linux support", "convert to docker", "cross-platform", or "replace apple container".
Speech-to-text (逐字稿/转写) in Docker using faster-whisper (local, no API key). Use when you already have an audio file (e.g. from `media-audio-download`) and need a transcript with optional timestamps for summarization.
Download audio tracks from video links for transcription/summarization. Docker-first (no host Python): uses yt-dlp+ffmpeg for Bilibili and Playwright extraction for Xiaohongshu note pages. Use when a platform skill needs an audio file for STT (e.g. Bilibili “No subtitles found”, Xiaohongshu video notes), or when the user asks “把这个视频音频下载下来/做逐字稿”.
Expert guidance for Nixpacks, the build system created by Railway that automatically detects your application's language and framework, installs dependencies, and produces optimized Docker images — all without writing a Dockerfile. Helps developers configure Nixpacks for custom build steps, multi-language projects, and CI/CD integration.
Assists with managing JavaScript/TypeScript monorepos using Turborepo. Use when configuring build pipelines, setting up caching, pruning workspaces for Docker, or optimizing CI/CD for monorepo projects. Trigger words: turborepo, turbo, monorepo, pipeline, workspace, remote cache, turbo.json.
Setting up a Capsem development environment from scratch. Use when onboarding a new developer, setting up a new machine, or troubleshooting environment issues. Covers prerequisites, first-time setup, tool installation, VM asset builds, container runtime configuration (Colima/Docker memory and CPU requirements), and verification steps.
Building Capsem VM images with capsem-builder. Use when working with guest image configuration, Dockerfiles, kernel builds, rootfs builds, the builder CLI, or guest config TOML files. Covers the config-driven build system, guest config layout, Dockerfile templates, multi-arch support, the builder CLI commands, AND the internal architecture for modifying the builder itself (models, context flow, template variables, adding install managers).
Deploy web applications to any server with Kamal — zero-downtime Docker deployments without Kubernetes. Use when someone asks to "deploy to a VPS", "deploy without Kubernetes", "Kamal deploy", "simple Docker deployment", "deploy Rails/Node/Python to a server", "zero-downtime deployment to bare metal", or "replace Heroku with a VPS". Covers Docker-based deployment, zero downtime with Traefik, multi-server, secrets, and accessory services.
You are an expert in Cobra, the most popular Go library for building modern CLI applications. You help developers create command-line tools with subcommands, flags, argument validation, shell completions, and help generation — powering CLIs like kubectl, Hugo, GitHub CLI, and Docker.
Expert guidance for Dokploy, the open-source, self-hosted Platform as a Service alternative to Vercel, Netlify, and Heroku. Helps developers deploy applications, databases, and services on their own VPS with automatic SSL, Docker-based isolation, and a web dashboard for management.
DevOps and infrastructure specialist for Rails applications. Use when setting up Docker, CI/CD pipelines, deployment configurations, monitoring, logging, or production optimizations. Covers GitHub Actions, Docker, Kubernetes, and cloud platforms.