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Validate and deploy Kubernetes, Terraform, Helm, Kustomize, GitHub Actions, and Docker configs. Use when user says "deploy", "deploy to staging", "apply changes", "terraform apply", "helm upgrade", "kubectl apply", "rollout", "deploy check", "validate deployment", "validate infrastructure", or wants to verify or apply infrastructure changes.
Expert guidance for deploying FeatBit with Docker Compose across three tiers - Standalone (PostgreSQL only), Standard (PostgreSQL/MongoDB + Redis), and Professional (+ ClickHouse + Kafka). Use when user mentions "docker-compose", "deploy with Docker", "standalone vs standard vs pro", works with docker-compose.yml files, or asks about container configuration, environment variables, or production Docker setup.
Bash Automated Testing System (BATS) for TDD-style testing of shell scripts. Use when: (1) Writing unit or integration tests for Bash scripts, (2) Testing CLI tools or shell functions, (3) Setting up test infrastructure with setup/teardown hooks, (4) Mocking external commands (curl, git, docker), (5) Generating JUnit reports for CI/CD, (6) Debugging test failures or flaky tests, (7) Implementing test-driven development for shell scripts.
Docker Bench for Security is an open-source script that checks dozens of common best practices around deploying Docker containers in production. Based on the CIS Docker Benchmark, it audits host confi
Complete Docker operations via CLI - containers, images, networks, volumes, and compose When user mentions Docker, containers, docker commands, Dockerfile, images, docker-compose, or container registry
This skill covers hardening container images by minimizing attack surface, removing unnecessary packages, implementing multi-stage builds, configuring non-root users, and applying CIS Docker Benchmark recommendations to produce secure production-ready images.
Reset the local Docker Compose development environment to a clean state (rebuild images, drop volumes).
Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.
Railway container deployment specialist covering Docker, multi-service architectures, persistent volumes, and auto-scaling. Use when deploying containerized full-stack applications, configuring multi-region deployments, or setting up persistent storage.
Guide for developing AIDB dev-cli commands and services. Covers Click framework patterns, service architecture, command development, decorators, error handling, CommandExecutor, CliOutput, BaseService, BaseManager patterns. Use when working with src/aidb_cli/, adding CLI commands, creating services, or integrating with Docker/test/adapter systems.
Use for Dockerfiles, multi-stage builds, image optimization, Compose, container security, and runtime debugging. Not for Kubernetes/Helm or cloud-specific container services.
Domain context for Three-layer defense system — permission enforcement (deny-first tool access control), input sanitization (prompt injection detection, risk scoring), path validation (traversal prevention, symlink rejection, Unicode homograph detection), sandbox isolation (Docker with full hardening, bubblewrap via Nix), credential scrubbing in audit logs, and curated subprocess environments.
Docker container orchestration for CFN Loop - spawning, coordination, logging, wave execution. Use when running CFN Loop agents in Docker containers, executing waves of parallel agents, coordinating containerized agents via Redis, or managing Docker-based agent lifecycle.
Start, stop, or check Dev Graph services on this machine. Use when the user asks to start Dev Graph, start backend only, start full stack, restart, stop, or check Docker, Neo4j, API, or UI status, or to provide a specific Dev Graph page URL.
Orchestrate Docker container execution across parallel agent waves with memory-aware spawning
Expert helper for Docker containers, Docker Compose, and container optimization
Complete TinaCMS skill for building content-heavy sites with Git-backed CMS. Use this skill when setting up blogs, documentation sites, or marketing sites that require visual editing and content management for non-technical users. Supports Next.js (App Router + Pages Router), Vite + React, Astro, and framework-agnostic setups. Prevents 9+ common errors including ESbuild compilation issues, module resolution problems, schema configuration errors, Docker binding issues, and deployment problems. Self-hosting options for Cloudflare Workers, Vercel Functions, and Netlify Functions included. Keywords: TinaCMS, Tina CMS, Git-backed CMS, visual editing CMS, content management, Next.js CMS, App Router TinaCMS, Pages Router TinaCMS, Vite React TinaCMS, Astro TinaCMS, framework-agnostic CMS, TinaCloud, self-hosted TinaCMS, blog CMS, documentation site CMS, marketing site CMS, GraphQL CMS, tina schema, tina collections, tina templates, tinacli, @tinacms/cli, ESbuild compilation error, module resolution tina, schema conf
Start, stop, or check Pixel Detective services on this machine. Use when the user asks to start Pixel Detective, start backend only, start full stack, restart, stop, or check Docker, Qdrant, ML, UMAP, or frontend status, or to provide a specific Pixel Detective page URL.
Point at any repo (GitHub, GitLab, Bitbucket, Azure DevOps, self-hosted, or local) and get eval tasks that compare baseline coding agents vs MCP-augmented agents. Mines merged PRs/MRs for real code-change tasks, auto-generates ground truth from patches, produces runnable Docker environments for both configs. Works with private repos on any host. Triggers on mine tasks, propose tasks, discover tasks, find tasks, analyze repo for tasks, eval my repo, benchmark my repo.
