Use esta skill quando a tarefa exigir organizar ou implementar regra de negócio em services e acesso a dados em repositories dentro do padrão views -> services -> repositories.
Используй этот навык всегда при проектировании или ревью бизнес-логики в Django проекте. Учит разделению кода на слои services и selectors, держит модели тонкими, view/endpoint…
Initialize Django projects for HTTPS development with virtual environments and mkcert SSL certificates
Simplify overly complex Django code and detect Django-specific anti-patterns. Use when user asks to simplify, refactor, or improve Django code, find N+1 queries, detect Django…
Django cloud storage - S3, Azure, Google Cloud, Boto3, cloud file storage backends
Django testing strategies with pytest-django, TDD methodology, factory_boy, mocking, coverage, and testing Django REST Framework APIs.
Modern Django admin theme - Unfold - customization, settings, components, actions, filters, integrations
Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.
Django framework workflow guidelines. Activate when working with Django projects, manage.py, django-admin, or Django-specific patterns. — from engineering/backend
Master Django-FixiPlug integration workflows. Learn how to build full-stack CRUD applications by orchestrating table, form, state, and fx-attribute plugins together.
Deep DL-training operational intuition — initialization, optimizer choice (AdamW/Muon/Schedule-Free), decoupled weight decay, LR schedules (cosine/WSD), μP transfer, mixed…
An open-source Python library that makes loading data from APIs, databases, and files into structured datasets simple and Pythonic.
DNA memory system for AI agents: three-layer architecture (working/short-term/long-term) with active forgetting, pattern summarization, reflection loops, and memory associations.
DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and — from…
DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and — from…
Configurez correctement vos zones DNS pour l'email deliverability (SPF, DKIM, DMARC), la sécurité (DNSSEC, CAA), et l'automatisation (OVH API, Cloudflare, Terraform), basé sur les…
Routes DigitalOcean App Platform tasks to specialized sub-skills. Use when working with App Platform deployments, migrations, database configuration, networking, or…
Kotlin 2.0+ 개발 전문가 - Ktor, coroutines, Compose Multiplatform, Kotlin-idiomatic 패턴涵盖. Kotlin 서버 앱, Android 앱, 멀티플랫폼 프로젝트 구축 시 사용하세요.
Use when merging a pull request that has cleared the SDLC pipeline. Runs the deterministic verify-then-merge gate — confirms the PR is OPEN, mergeable, CI-green, REVIEW-approved,…
Audit Python classes and OOP code for structural anti-patterns, naming inconsistencies, and data modeling issues.
Neon serverless PostgreSQL 전문가 - auto-scaling, database branching, PITR, connection pooling 지원. serverless 앱에서 PostgreSQL 필요시 사용
Use the do-wdr (Web Documentation Resolver) CLI binary to resolve URLs and queries into markdown documentation.
Python implementation for resolving URLs and queries into compact, LLM-ready markdown documentation. Use when you need the Python resolver with full cascade support, quality…
Internal — updates/refines a PBI, Bug, or Feature in Azure DevOps. Invoked by dobby-update-pbi after backend resolution. Do not invoke directly unless forcing the ADO backend.
Update DESIGN.md with architecture decisions — the single source of truth for project design
Create Architecture Decision Records (ADR) - Layer 5 artifact documenting architectural decisions with Context-Decision-Consequences format
Periodieke audit van het kennissysteem — los van het taakproces. Voert systeem-checks uit (CLAUDE.md, verwijzingen, drift, verouderde docs) plus brede checks die doc-review niet…
Generate Architecture Decision Records (ADRs) to document significant architectural decisions. Use when making important technical decisions that need documentation.
Generate and update AI-friendly documentation for services following RFC-37 templates. Produces concepts/, features/, getting-started/ content with Mermaid diagrams and C4…
Stress-test a plan, feature, or design against the repo's existing docs, domain language, ADRs, and context files.
Gera e mantém documentação técnica completa de projetos de software: README, architecture.md, flows.md, conventions.md, contributing.md, ADRs e diagramas Mermaid (C4, ERD,…
Generic web scraper for extracting and organizing Snowflake documentation with intelligent caching
Token-efficient documentation search using Serena Document Index. 90%+ token savings vs reading full files. Use BEFORE reading README.md or docs/ files.
Synchronizes CLAUDE.md navigation indexes and README.md architecture docs across a repository. Use when asked to "sync docs", "update CLAUDE.md files", "ensure documentation is in…
Documentation and codemap specialist for Next.js/Supabase projects. Use PROACTIVELY after feature implementations to update CLAUDE.md, architecture maps, and guides.
Render an architecture-review film — a whole system, or one named subsystem, at depth (components, how control and data flow, the idioms, the failure modes, and the trade-offs).
Use when user invokes /docgen to generate or update documentation. Also triggers on "generate docs", "update the README", "write the changelog".
Gérer les conteneurs Docker du projet. Utiliser quand on build, debug ou optimise les services docker-compose.
Latest Docker 2025 features including AI Assistant, Enhanced Container Isolation, and Moby 25
SOTA Docker/Compose architecture, implementation, refactor, and security hardening. Use when working on containerization tasks such as creating or rewriting Dockerfiles,…
Dockerizes backend projects with auto-detection, latest base images via web search, Dockerfile generation, and Makefile with port override support.
Docker containerization patterns for Node.js applications. Use when containerizing backend services.
Apply when containerizing applications: writing Dockerfiles, docker-compose configurations, and multi-stage builds.
Create optimized Dockerfiles with multi-stage builds, security hardening, layer caching, and health checks.
Build and manage Docker containers via OrbStack. Use this to build images, run containers, check service health, and manage docker-compose services.
Optimizes Docker build performance using BuildKit cache mount analysis, docker history layer inspection, and Dockerfile linting via hadolint.
Use when user wants to containerize a project, set up Docker CI/CD with GitHub Actions, push images to GHCR or Docker Hub, deploy containers to a remote server, or generate…
Docker build and test workflow with mandatory pre-push validation checklist to prevent CI/CD failures
Docker integration with CI/CD pipelines for automated builds, testing, and deployments
Container-based development for isolated, reproducible environments. Use when running npm commands, installing packages, executing code, or managing project dependencies.
ICJC Docker 서비스 관리 및 Make 명령어. Use when: (1) docker, make, 컨테이너, 서비스, 재시작, 로그 관련 요청, (2) 백엔드/프론트엔드/에이전트 재시작, (3) 빌드, 컨테이너 접속, 로그 확인, 서비스 상태 확인 필요시.
Multi-service orchestration with Docker Compose, focusing on network isolation, environment-specific profiles, and service discovery.
Use when defining and running multi-container Docker applications with Docker Compose YAML configuration.
Docker Compose Creator - Auto-activating skill for DevOps Basics. Triggers on: docker compose creator, docker compose creator Part of the DevOps Basics skill category.
Run mjr.wtf locally using Docker Compose (SQLite), including migrations, logs, and teardown. — from engineering/devops
Run mjr.wtf locally using Docker Compose (SQLite), including migrations, logs, and teardown. — from majiayu000/claude-skill-registry
Validates docker-compose.yml files against the Compose Specification, checks image vulnerability status via Docker Scout API, and verifies healthcheck configurations.
Monitors Docker Compose service health using the Docker Engine API (/containers/{id}/json) and docker-compose ps parsing.
Use when configuring networks and service communication in Docker Compose including bridge networks, overlay networks, service discovery, and inter-service communication.
Operations for local container stacks defined in docker-compose.yaml or docker-compose/ directory. Handles AI/ML services (Ollama, ComfyUI), standalone databases, and local…