Generate optimized Dockerfiles and docker-compose.yml with best practices and multi-stage builds
Comprehensive Docker containerization workflow covering multi-stage builds, docker-compose orchestration, image optimization, debugging, and production best practices.
Comprehensive Docker containerization workflow covering multi-stage builds, docker-compose orchestration, image optimization, debugging, and production best practices.
Create Dockerfiles, docker-compose configurations, and container workflows for Python projects with UV.
Create Dockerfiles, docker-compose configurations, and container workflows for Python projects with UV.
Learn Dockerfile fundamentals and best practices for building production-ready container images
Create and optimize Dockerfiles with BuildKit, multi-stage builds, advanced caching, and security. Use when: (1) Creating new Dockerfile, (2) Optimizing existing Dockerfile, (3)…
Use when optimizing Docker builds with BuildKit, designing multi-stage Dockerfiles, leveraging cache mounts, building multi-arch images, choosing distroless vs alpine, or signing…
Generate optimized, production-ready Dockerfiles with multi-stage builds, security best practices, and proper layer caching for various application types.
Use when when deploying a Shiny application with mixed R and Python dependencies
트리거: "dockerfile 만들어줘", "도커 설정", "docker 설정해줘", "컨테이너화", "dockerize" 수행: 프로젝트 구조 분석 → 멀티스테이지 Dockerfile + docker-compose.yml 생성.
Harden a container image before it ships: a bundled script flags a Dockerfile that runs as root, uses unpinned or latest base images, puts secrets in ENV or ARG, pipes remote…
Dockerfile の作成・改善を支援する。「Dockerfile を作って」「Dockerfile 作成」「Dockerfile をレビュー」「Dockerfile 改善」「Dockerfile 最適化」「マルチステージビルド」「alpine 化」「イメージサイズ削減」「Dockerfile のベストプラクティス」などで起動。 — from…
Dockerfile Opt skill for automated devops workflows. Provides tools and templates for dockerfile, dockerfiles,
Authors and optimizes Dockerfiles for small, secure, fast-building container images: multi-stage builds, minimal/distroless bases, layer caching, non-root users, and…
Optimizes Dockerfiles for smaller images, faster builds, better caching, and security hardening using multi-stage builds and best practices.
Core Dockerfile best practices including multi-stage builds, layer caching, security hardening, base image selection, and language-specific patterns for Python, Node, Rust, R, Go,…
Review Dockerfiles for best practices, security, and optimization. Use when the user says "review Dockerfile", "optimize image", "Dockerfile best practices", "reduce image size",…
Scan a Dockerfile for insecure build patterns — running as root, unpinned or :latest base images, ADD from remote URLs, piping curl/wget into a shell, hardcoded secrets in…
Generate production-ready Dockerfile for any GitHub project. Supports monorepo, multi-stage builds, workspace detection, and iterative build-fix cycles.
Reduce container image size and build time with multi-stage builds and ordered layer caching.
Generar Dockerfile optimizado. Activar cuando el usuario quiera crear contenedor, generar imagen Docker, configurar Docker Compose, contenerizar aplicacion o crear un Dockerfile…
Create a Dockerized-service release contract with clean GitHub Actions builds, main-anchored tags, immutable digest manifests, published-release deployments, production approval,…
Dockge is a self-hosted Docker Compose stack manager with a reactive web UI for managing compose.yaml files.
Python document processing library for parsing PDF, DOCX, and 10+ formats with advanced layout understanding, unified document representation, and AI ecosystem integrations…
Create and maintain lightweight Architecture Decision Records as agent-readable decision memory: what was decided, why, and what was rejected.
Create and maintain Architecture Decision Records — context, decision, consequences, alternatives, status — with periodic review.
Align docs with code. Detect drift and update ADRs, specs, README, AGENTS. Use after implementation or for docs drift reviews. Not for code review fixes or platform architecture.
Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals…
아키텍처 문서 생성/갱신 — ARCHITECTURE.md(코드맵), 아키텍처 구성도(C4 mermaid), ADR(MADR), 데이터 모델 ERD. 아키텍처 문서/구성도 작성·갱신, ADR 기록, ERD/데이터 모델 문서화, 구조적 리팩토링 후 문서 반영이 필요할 때.
Treat documentation like code: in the repo, in pull requests, CI-checked, with preview builds. Use when docs drift from reality or the docs workflow is separate from the code…
Automatically update repository documentation whenever code changes (add/edit/refactor) occur. Use when modifying source code, public APIs/contracts,…
Bootstraps documentation structure for projects. Creates initial README, architecture docs, and API documentation with project-aware templates.
Render a documentation-style Cursor Canvas that organizes architecture notes, API references, walkthroughs, and how-tos into a navigable layout with sections, tables of c — from…
docs-as-code CI/CD 파이프라인 스캐폴딩 + 문서 드리프트 감지 — 링크 체크, OpenAPI lint/breaking 게이트, mermaid 검증, 문서 신선도 검사, CHANGELOG 자동화, docs.yaml 매니페스트.
Technical writing patterns for README files, API documentation, architecture decision records (ADRs), changelogs, contributing guides, code comments, and docs-as-code workflows.
Audit a repo's documentation for internal contradictions, stale claims, orphans and bloat after it has accumulated commits, then report findings for the user to disposition.
Technical documentation specialist for API docs, tutorials, architecture docs, and developer experienceUse when "documentation, docs, readme, tutorial, api docs, guide, changelog,…
Generate Excalidraw JSON format diagrams for documentation, architecture diagrams, flowcharts, entity relationships, and visual explanations.
Audit, rewrite, and validate repository documentation when README, runbook, code-doc, config-doc, or public trust-surface claims must match live repo evidence.
Fetch and read the upstream official documentation of any engine, model or third-party tool BEFORE testing, debugging, upgrading or adopting it - upstream repo docs/ directories,…
Generates and updates README.md and API reference docs by reading your codebase's functions, routes, types, schemas, and architecture.
Autonomously capture the *why* behind a work session into a project's docs: the human decisions, tradeoffs, connections, and steering points that can't be inferred from the code.
Use when a document, paper, poster, or README needs a scientific schematic, flowchart, block diagram, or architecture figure GENERATED as an image from a text description via an…
Documentation-grounded plan interrogation. Before asking you anything, it extracts every third-party dependency your plan touches, fetches and reads their real documentation…
General reference documents by domain. Use when creating architecture docs, strategy documents, specs, or guides.
Incrementally update Mintlify documentation (.mdx) from Python source changes only. Use when: (1) Python files referenced in doc_code_map frontmatter have changed, (2) a PR…
Organize documentation with the Diataxis four-quadrant model, navigable structure, and searchability. Use when structuring a docs site or when readers cannot find what they need.
인터페이스/API 문서 생성 — OpenAPI 3.1/AsyncAPI 3.0 명세, API 구성도, 인터페이스 흐름도(시퀀스), API 변경 이력. API 문서/명세(OpenAPI, swagger, AsyncAPI) 작성, 인터페이스·API 구성도, 엔드포인트 문서, API changelog가 필요할 때.
通过 Context7 MCP 获取库和框架的实时最新文档，而非依赖训练数据，防止 API 幻觉。适用于查询任何库或框架的用法、配置、示例代码。触发词：怎么用、怎么配置、API参考、文档、示例代码、用法、接口、库文档、框架文档、documentation、docs、how to use、API…
사용자 매뉴얼(Diátaxis)과 운영자 매뉴얼(런북, 배포 가이드, 설정 레퍼런스, 인시던트 플레이북) 생성. 사용자 매뉴얼/유저 가이드/튜토리얼, 운영자 매뉴얼, 런북(runbook), 배포 가이드, 온콜/인시던트 대응 문서가 필요할 때.
Look up CE.SDK Next.js reference docs, guides, and configuration pages.
Retrieve documentation context from local ai-docs. Check here first when implementing features, debugging errors, or needing library information.
Search technical documentation using executable scripts to detect query type, fetch from llms.txt sources (context7.com), and analyze results.
Scaffold a Markdown-based documentation site using Eleventy. Generates a complete docs setup with base layout, data files, GitHub Pages deployment workflow, and passthrough copy…
Look up CE.SDK Svelte reference docs, guides, and configuration pages.
Look up CE.SDK SvelteKit reference docs, guides, and configuration pages.
Expert assistant for keeping documentation synchronized with code changes in the KR92 Bible Voice project.
Validates software engineering documentation separation between OSE Platform style guides (docs/explanation/) and AyoKoding educational content (apps/ayokoding-web/).
Google-style docstring conventions for Python code. Apply when writing functions, classes, or modules that need documentation.