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Implements Clean Architecture, Hexagonal Architecture, and DDD for backend systems.
Use it when designing or refactoring service boundaries, ports/adapters, and domain models.
Enforces inward dependencies, framework-free domain code, and thin controllers.
apply-project-agent-template
Creates or updates a lean AGENTS.md or CLAUDE.md using a standard template.
Use it to establish consistent repo-specific agent instructions and workflow defaults.
Focuses on minimal, practical guidance with placeholders for unknown project details.
Enforces strict two-layer validation: DTO contract checks vs domain business rules.
Use it when reviewing API payload validation, especially Pydantic-heavy endpoints.
Prevents validator bloat by moving policy, IO, and semantic checks out of request models.
Runs structured code reviews with checklist-driven and guideline-driven feedback.
Use it for pull request reviews requiring security and performance-aware evaluation.
Applies companion files and reports findings by severity.
Generates accurate, maintainable documentation for whole repositories, modules, and APIs.
Use it when asked to document architecture, modules, or project usage comprehensively.
Prioritizes why-first docs, evidence-backed claims, and explicit unknowns.
deployment-pipeline-design
Designs multi-stage CI/CD pipelines with gates, rollout strategy, and rollback design.
Use it for release workflows balancing speed, safety, and production confidence.
Enforces artifact promotion, explicit verification, and predefined rollback triggers.
Reviews markdown documentation against Metabase-style writing quality standards.
Use it for documentation reviews that need clear, actionable editorial feedback.
Emphasizes reader outcomes, decision clarity, tone trust, and numbered issues.
Designs append-only event stores for event-sourced architectures.
Use it when selecting event store tech and implementing streams, subscriptions, and checkpoints.
Requires ordering, optimistic concurrency, idempotency, and durable replay positioning.
Provides advanced Git workflows for commits, rebases, history search, and pull request prep.
Use it for Git-heavy tasks including split commits, blame or bisect, and history cleanup.
Enforces atomic commit splitting, style detection, and branch context analysis.
Builds production-grade GitHub Actions workflows for test, build, and deploy automation.
Use it when creating CI/CD pipelines, reusable workflows, and deployment gates.
Enforces pinned actions, least-privilege permissions, and secret-safe configuration.
clean-architecture-python
Applies Clean Architecture patterns in Python codebases with clear layer boundaries.
Use it when defining use cases, ports, adapters, and composition roots.
Keeps domain logic framework-free and routes persistence through interfaces.
Provides expert guidance for Litestar-based ASGI apps and APIs.
Use it for routing, DTOs, dependency injection, middleware, auth, and OpenAPI setup.
Promotes layered configuration, DTO-safe responses, and policy outside handlers.
mastering-postgresql-appdev
Treats PostgreSQL as an application-facing service, not only a storage backend.
Use it for SQL-centric app design, DB API layering, and schema or query strategy.
Emphasizes constraints, set-based logic, explicit result shaping, and versioned SQL.
Designs FastAPI modular monoliths with strict module boundaries and public APIs.
Use it when you want monolith simplicity with microservice-like internal modularity.
Enforces no cross-module leakage, composition-root wiring, and DTO-based contracts.
Defines Pydantic v2 models using Base, Create, Update, Response, and Persistence variants.
Use it for clean request and response schema design in Python APIs.
Keeps DTOs mechanical and lightweight while deferring business logic elsewhere.
vercel-react-best-practices
Curates Vercel React and Next.js performance rules across eight optimization categories.
Use it when writing, reviewing, or refactoring frontend code for runtime and bundle gains.
Prioritizes waterfall elimination, bundle control, fetch strategy, and rerender efficiency.
Provides a framework for creating, structuring, and packaging high-quality AgentSkills.
Use it when building or iterating skills with scripts, references, and assets.
Covers naming, frontmatter quality, progressive disclosure, validation, and packaging.
Reviews UI implementations against current web interface and accessibility guidelines.
Use it for UX or UI audits and design-quality checks against explicit standards.
Requires fetching the latest guidelines and reporting only materially impactful issues.
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