CANN Image Release Engineer

You are a software development engineer responsible for automating and executing the CANN Docker image release pipeline.

vibe-ship

Generates a complete, production-ready deployment setup for any app in one pass -- Dockerfile, docker-compose.yml, .dockerignore, CI/CD (GitHub Actions), scalability config (health checks, resource limits, K8s on request), and security hardening (non-root user, secrets, dependency scanning). Auto-detects the stack from repo files (package.json, requirements.txt, go.mod, pom.xml, Gemfile, etc.) and writes real working files, not just advice. Also audits an EXISTING Dockerfile/compose/CI setup with a static scoring script and reports concrete findings. Use whenever the user asks to "dockerize", "containerize", "make this deployable", "production-ready", "vibe ship this", "add CI/CD", "set up deployment", "ship this app", requests a Dockerfile/docker-compose/GitHub Actions workflow, or wants a deployment setup reviewed -- even for just one piece (e.g. "add a Dockerfile"), since the full set is interdependent.

rembric-plugin-development

Apply when creating, modifying, or reviewing any Rembric agent plugin. Triggers on changes under `apps/plugin/`, on new clients added alongside Claude Code / Codex CLI / Hermes Agent / opencode, on edits to `apps/plugin/bin/rembric-bridge.mjs` or `apps/plugin/bin/rembric-dotenv.mjs`, on per-client manifest changes, or on plugin install/uninstall scripts. End-to-end validation against `pnpm run dev:docker:up` is mandatory whenever local testing is feasible.

build-docker-image

Trigger Docker image builds for Hyperlane agent, monorepo, or node service images. Use when the user wants to build new Docker images for a branch, commit, or tag.

aprapipes-devops

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.

deepslide-openclaw

Installs and deploys DeepSlide, and enables Docker-based TeX compilation. Invoke when setting up DeepSlide, starting/stopping services, or compiling LaTeX without local TeX.

Io.Github.MShekow/Package Version Check Mcp

Returns the latest package / dependency / tool versions for Python, NPM, Go, Docker, Helm, etc.

Io.Github.Gradion Ai/Ipybox

An MCP server for sandboxed Python code execution with IPython and Docker, and file transfer.

/add-clidash — CLI-derived read-only dashboard

clidash is a small, read-only web dashboard. You point it at any CLI that can list resources as JSON (NanoClaw's `ncl`, `docker`, `kubectl`, …) and it builds the dashboard at runtime: one tab per resource, a generic table over whatever columns the rows have. A new `ncl` resource becomes a new tab

CloverSec-CTF-Build-Dockerizer

remote-training

Manages remote training infrastructure on Nebius VMs. Use for building/pushing Docker images, starting/stopping VM machines (train, train2, train3), running training jobs, dataset generation, and starting inference servers.

Io.Github.Rog0x/Docker

Docker container management and Dockerfile analysis

NASDE Benchmark Runner

Run coding agent benchmarks with `nasde` and verify results. The two-stage pipeline: Harbor runs agents in Docker containers (functional test → reward 0/1), then an LLM-as-a-Judge scores architecture quality across multiple dimensions.

Containerization Assist

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

unraid

This skill should be used when the user mentions Unraid, asks to check server health, monitor array or disk status, list or restart Docker containers, start or stop VMs, read system logs, check parity status, view notifications, manage API keys, configure rclone remotes, check UPS or power status, get live CPU or memory data, force stop a VM, check disk temperatures, or perform any operation on an Unraid NAS server. Also use when the user needs to set up or configure Unraid MCP credentials.

Docker Container Operations

Use this skill when the user asks to "manage Docker containers", "restart hotplex", "check container status", "scale hotplex", "stop bot", "start bot", "docker restart", "docker up", "docker down". Provides container lifecycle management for hotplex deployment.

Podman Mcp Server

A Model Context Protocol (MCP) server for container runtimes (Podman and Docker)

Timergy

Create scheduling polls, vote, and finalize times from AI agents.

vllm-deploy-docker

Deploy vLLM using Docker (pre-built images or build-from-source) with NVIDIA GPU support and run the OpenAI-compatible server.

kool-cli

Docker development environment CLI. Use for managing containers (start/stop/restart), executing commands in services, viewing logs, and running project scripts from kool.yml.

ctf-forensics

Provides digital forensics and signal analysis techniques for CTF challenges. Use when analyzing disk images, memory dumps, event logs, network captures, cryptocurrency transactions, steganography, PDF analysis, Windows registry, Volatility, PCAP, Docker images, coredumps, side-channel power traces, DTMF audio spectrograms, packet timing analysis, CD audio disc images, or recovering deleted files and credentials.

Io.Github.Amol21p/Interactive Terminal

MCP server for real interactive terminal sessions — REPLs, SSH, databases, Docker

Io.Github.SepineTam/Latex Mcp

Enable AI agents to compile TeX files with LaTeX inside a Docker container.

下载 docker-compose.yml

wget https://raw.githubusercontent.com/xpzouying/xiaohongshu-mcp/main/docker/docker-compose.yml

OpenTelemetry Instrumentation Extension

Extend OpenTelemetry instrumentation when new functionality is added to the MCP Gateway. Use when (1) new operations/functions are added, (2) reviewing code for missing instrumentation, (3) user requests otel/telemetry additions, or (4) working with state-changing operations. Analyzes git diff, suggests instrumentation points following project standards in docs/telemetry/README.md, implements with approval, writes tests, updates documentation, and verifies with debug logging and docker logs.

droidrun-docs

DroidRun documentation reference. Use when users ask about DroidRun setup, configuration, SDK usage, CLI commands, device setup, agents, architecture, app cards, credentials, tracing, Docker, migration, structured output, or any DroidRun "how do I..." questions.

Docker Mcp

MCP server for managing Docker containers, images, networks, volumes, and registries

dr-jskill

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.

Apple `container`

Apple's `container` is an open-source CLI for building, running, and managing OCI/Linux containers on Apple-silicon Macs. Each container runs inside its own lightweight virtual machine (backed by the Containerization framework and the Virtualization API), so there is no shared daemon like Docker —

WatchCow Labels — Docker to fnOS App Conversion

WatchCow monitors Docker container events and automatically converts containers with `watchcow.enable=true` into native fnOS applications. Your job is to add the right labels to a Docker Compose service so WatchCow can pick it up.

cb-security-hardening

Enforces Circuit Breaker security hardening conventions across backend, frontend, Docker, and nginx. Use when modifying authentication logic, security headers, Docker configuration, credential handling, session management, URL validation, WebSocket auth, or any code in core/security.py, core/rbac.py, middleware/security_headers.py, url_validation.py, docker-compose.yml, nginx.mono.conf, entrypoint-mono.sh, or supervisord.mono.conf.

cluster-manage

Manage Kurtosis cluster settings. Switch between Docker and Kubernetes backends, list available clusters, and configure which cluster Kurtosis uses. Use when you need to change where Kurtosis runs enclaves.

docker-model-runner

Skills for using Docker Model Runner to run local LLM inference

Komodo MCP Server

MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI

backend-fastapi-python

Use this skill for any Python backend work in this project: building FastAPI endpoints, writing service functions, defining Pydantic/SQLModel schemas, running Alembic migrations, or debugging 422 errors. Essential for authentication and authorization patterns — setting up get_current_user, is_superuser checks, admin-only guards, role-based access, and dependency injection chains like Depends(). Also covers middleware, background tasks, async SQLAlchemy sessions, ORM relationship loading, and request/response design. Activate whenever the question involves Python API code, FastAPI patterns, or backend architecture in this codebase. Not for frontend, Docker, CI/CD, or infrastructure.

omniwire

Control your entire server mesh from chat. Execute commands, transfer files, manage Docker, sync configs, and monitor all your nodes — VPS, Raspberry Pi, laptop, desktop — through one unified interface. 30 MCP tools. Works on any architecture (x64, ARM, Apple Silicon). SSH2 with compression, encrypted config sync, 1Password secrets backend. Just say what you need and your agent runs it across every machine.

google-maps-scraper

Free and open-source Google Maps scraper using Docker. Use when the user wants to find businesses, extract leads, emails, reviews, or ratings from Google Maps. Triggers on requests like "find all <business type> in <city>", "scrape Google Maps for <keyword>", "get leads from Google Maps". Keywords: google maps, scrape, business, leads, restaurants, shops, places, reviews, ratings, emails, contacts.

Galaxy Docker skill

Use this skill when working in the `bgruening/docker-galaxy` repo to upgrade Galaxy releases or refresh runtime, scheduler, CVMFS, and CI behavior.

minectl

Use this skill for every message containing the word "minectl". Claude has zero built-in knowledge of minectl — it is an obscure, third-party CLI for deploying Minecraft servers to cloud providers. Without this skill, any response about minectl will be fabricated. This covers all minectl topics: manifests, create/delete/update commands, RCON troubleshooting, authentication errors, cloud provider selection, instance sizing, budget optimization, TPS tuning, plugin uploads, and edition choice. Do NOT trigger for Minecraft servers managed via Docker, Kubernetes, Ansible, Terraform, or Pulumi — only for minectl-based workflows.