Detect new imports in modified files and auto-install missing dependencies. Works with npm, uv, pip, cargo, go mod, and other package managers. Triggers after code implementation to keep manifests in sync.

Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes dependency issues.

Designs deployment strategies and configurations for applications

'Step-by-step plan for deploying a Next.js app to Vercel'

Deploy containerized applications to AWS ECS/Fargate. Use when deploying containers to AWS, managing ECS services, or setting up Fargate tasks. Covers task definitions and ECR.

Deploy to Cloudflare edge platform. Use when deploying static sites to Pages, serverless functions to Workers, or configuring CDN/DNS. Covers Wrangler CLI.

Deploys a component (frontend, backend, or landing) using SST. Use when deploying to AWS, pushing to dev or prod environments.

Guide user through actual deployment steps for their application. This skill should be used when a project is ready to deploy to production. Walks through pre-deployment checks, deployment execution, and post-deployment verification. Supports VPS/Docker, Cloudflare Pages, fly.io, and Hostinger Shared Hosting.

Deploy the shot-client-next Next.js frontend application to Fly.io. Use this skill when deploying UI changes, updating environment variables, or releasing new versions to production.

Deploys multiple components to an environment. Use for coordinated deployments of backend, frontend, and landing.

Deployment patterns from Kubernetes to serverless and edge functions. Use when deploying applications, setting up CI/CD, or managing infrastructure. Covers Kubernetes (Helm, ArgoCD), serverless (Vercel, Lambda), edge (Cloudflare Workers, Deno), IaC (Pulumi, OpenTofu, SST), and GitOps patterns.

deploying-cloud-k8s

deploying-kafka-k8s

deploying-postgres-k8s

Choose deployment strategy and infrastructure. Use when deciding where to deploy applications, setting up CI/CD, or configuring production environments. Covers Vercel, Railway, AWS, Cloudflare Workers, and Docker.

Deploy and operate the vehicle insurance data analysis platform. Use when user asks about local development setup, production deployment, server configuration, build process, service management, or troubleshooting deployment issues. Focuses on the project's actual simple deployment model using start_server.sh, not complex enterprise setups.

Step-by-step guide for setting up AWS Lambda canary deployments with CDK, CloudWatch alarms, and automated rollback.

Step-by-step guide for setting up AWS serverless deployment with CDK, Lambda, and DynamoDB.

Docker and containerization guidelines. Use when deployment docker guidance is required.

Step-by-step guide for setting up GCP Cloud Run infrastructure with Terraform, Firestore, Pub/Sub, and Workflows.

Practical deployment strategies (rolling, blue-green, canary) for safe releases with rollback, health checks, and database compatibility guidance—without requiring full Kubernetes complexity

Deployment procedures, health checks, and rollback strategies. Use this skill when deploying applications, performing health checks, managing releases, or handling deployment failures. Provides systematic deployment workflows, verification scripts, and troubleshooting guides. Complements the devops-automation agent.

GitHub commits, Vercel deployments, PWA configuration, and rollback procedures.

Deploy applications ไปยังทุก platform อย่างมืออาชีพ

Deployments - rollback, feature flags, ops tooling. Use when shipping to production.

Deep multi-source research combining academic MCPs (arxiv, semantic-scholar, paper-search, deepwiki), Exa semantic search, and local ~/.topos knowledge base. Use for comprehensive research requiring multiple sources. NEVER fall back to web_search - ask user for help instead.

Use when writing essays, explanations, or blog posts. Applies a Cartesian writing style - clear, methodical, building logically from foundations.

Guides structured evaluation of design options with trade-off analysis. Use this skill when choosing architectures, selecting technologies, evaluating implementation approaches, or making design decisions.

Use when making architecture decisions, setting up CI/CD, managing technical debt, or choosing branching strategies - enforces ADR requirements and prevents resume-driven design

Use this skill when creating UI components, writing copy, designing layouts, or making any visual/brand decisions for the Planted website. Ensures consistency with Planted's challenger brand voice (inspired by Oatly's approach) and the established design system.

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Help users understand and build design engineering capabilities. Use when someone is creating a design engineering function, hiring design engineers, or bridging the gap between design and engineering teams.

Step-by-step guide for designing domain event schemas with JSON Schema, versioning, and implementation following patterns.

Expert-level system design, architecture patterns, scalability, and distributed systems

Think before coding - design the solution before implementing

design-fundamentals

Professional design methodology for building modern, premium interfaces with client branding. Use for ALL client work and non-AICA projects. Applies glassforium logic, cinematic polish, and intentional design principles while adapting to client colors and brand identity. For Kelvin's personal AICA brand (black glass + gold), use the 'aica' skill instead.

4-step framework for system design interviews. Use when preparing for technical interviews, practicing whiteboard design, or structuring architectural discussions. Covers requirements gathering, high-level design, deep dives, and wrap-up.

Design for the margins, benefit the center. If it works for someone with no stable phone, unstable housing, trauma history, and low digital literacy → it works better for everyone.

name: design-mastery

Historical design movements and their enduring influence. Understand Bauhaus, Swiss International Style, Art Deco, Memphis, and more. Use when choosing an aesthetic direction, understanding cultural context, or predicting trend cycles.

design-preferences

Use when applying or switching design styles across UI components - provides preset design systems with tokens, patterns, and guidelines for different aesthetic approaches from timeless classics to bleeding-edge experimental styles

design-responsive

Design complete database schemas with tables, relationships, constraints, and indexes for Supabase. Triggers when user describes data models, entities, or requests schema design.

Build scalable design systems with design tokens, component APIs, and documentation. Use when creating or evolving component libraries.

Mandatory design system guidelines for shadcn/ui with Tailwind v4. Enforces 4 font sizes, 2 weights, 8pt grid spacing, 60/30/10 color rule, OKLCH colors, and accessibility standards. Use when creating components, pages, or any UI elements. ALL agents MUST read and validate against design system before generating code.

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