I intelligently route your deployment to the optimal platform based on project analysis, **including repository visibility** (private vs public).

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

Selecting and implementing AWS services and architectural patterns. Use when designing AWS cloud architectures, choosing compute/storage/database services, implementing serverless or container patterns, or applying AWS Well-Architected Framework principles.

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.

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.

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.

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.

Ticket system overview, schema, and workflows

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

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.

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

Converge on a single recommended solution after brainstorming options. Use when you have multiple candidate approaches and need to analyze trade-offs, select one, and define decision criteria before planning.

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.

Documentation et accessibilité concernant le Design System Français (DSFR), un ensemble de composants et de bonnes pratiques pour créer des interfaces utilisateur conformes aux standards du gouvernement français. Use when user wants to implement DSFR components, needs DSFR documentation, asks about French government design system, requires RGAA accessibility guidelines, works with French government websites, or needs HTML/CSS examples for accessible components.

Detect and track design token drift between Figma design systems and code implementations - report-only skill that identifies inconsistencies and creates wrangler issues for resolution

design-theme

Unified design token automation for Northcote Curio. Build, validate, and sync design tokens across CSS, Tailwind, and theme systems. Ensures compliance with Northcote palette and Victorian aesthetic principles.

Keep design tokens synchronized between Figma and your codebase automatically. Detect drift, resolve conflicts, and maintain a single source of truth for your design system.

Ensures CSS and components only use approved design tokens. Use when the user asks about design system enforcement, hardcoded colors, spacing values, or wants to validate token usage across files.

Help choose the right design tool based on your current task. Use when unsure whether to use frontend-design, ui-ux-designer, visual-validator, or ui-code-auditor.

UI/UX design workflow guidelines. Activate when working with design systems, accessibility (WCAG), user interface patterns, or design tokens.

Auto-activates when user mentions UI design, design systems, or component design. Expert in design principles, accessibility, and component architecture.

Phylax Credible Layer assertions design. Designs invariants and trigger mapping for phylax/credible layer assertions.

Design growth loops (viral/referral/acquisition loops, flywheels) and produce a Growth Loop Design Pack (loop map, loop scorecard, channel fit + paid-loop feasibility, experiment backlog, measurement plan). Use for growth teams creating new growth loops or innovating beyond incremental optimization.

Guides the design and analysis of hexagonal architecture (Ports & Adapters) for backend systems. Use when structuring modular applications with clean separation between business logic and infrastructure.

Design production-ready SDKs with retry logic, error handling, pagination, and multi-language support. Use when building client libraries for APIs or creating developer-facing SDK interfaces.

Design scalable, reliable software systems. Use when planning new systems, major features, or architecture changes. Covers C4 diagrams, trade-off analysis, and system decomposition.

Design intuitive desktop interfaces following platform conventions with proper layouts, keyboard shortcuts, and native widgets

以 14 日指數平滑 ATR 偵測市場是否從秩序型趨勢轉為波動主導的擠壓（squeeze）行情，並輸出對技術位、停損、交易持有期的可行性評估。

Comprehensive detection of competing and conflicting systems in Vue 3 + TypeScript + Pinia projects. Identifies duplicate implementations, architectural conflicts, and competing logic patterns before they cause technical debt.

把多個股票估值指標統一轉成在過去百年歷史中的分位數，再合成一個總分，判斷目前是否處於歷史極端高估區間，並用歷史類比（如 1929、1965、1999）給出風險解讀。

Detects privilege escalation vulnerabilities including setuid/setgid abuse, permission check bypasses, and unsafe privilege management. Use when analyzing setuid binaries, permission checks, or investigating privilege escalation paths.

Detects suspicious use of assertions for security checks that can be disabled in production builds. Use when analyzing assertion usage, security checks, or investigating assert-related vulnerabilities.

Master side-effect design under StrictMode and concurrent rendering, ensuring deterministic behavior.

REQUIRED Phase 1 of /dev workflow. Uses Socratic questioning to understand requirements before exploration.

REQUIRED Phase 3 of /dev workflow. Asks targeted questions based on codebase exploration findings.

Guide for developing AIDB dev-cli commands and services. Covers Click

Manage local development environment, database resets, health checks, deployment validation, production data sync, and Vercel environment variables; use when setting up dev environment, resetting databases, running pre-deployment checks, syncing production data to staging/local, or fixing Vercel env vars with trailing newlines