
frontend-stack-selection
by 5dlabs
Cognitive Task Orchestrator - GitOps on Bare Metal or Cloud for AI Agents
SKILL.md
name: frontend-stack-selection description: Decision framework for choosing between shadcn (SSR/SEO) and TanStack (real-time/client-first) frontend stacks agents: [morgan] triggers: [frontend, stack, blaze, shadcn, tanstack, dashboard, marketing]
Frontend Stack Selection
The CTO platform supports two frontend stack philosophies. Use this skill to choose the appropriate stack when generating Blaze tasks.
Quick Reference
| Stack | Best For | Router | Data Layer | Tables | Forms |
|---|---|---|---|---|---|
| shadcn (Default) | Marketing, SEO, SSR, e-commerce | Next.js App Router | Server Actions + React Query | shadcn Table | React Hook Form |
| tanstack | Dashboards, real-time, local-first | TanStack Router | TanStack DB + Query | TanStack Table | TanStack Form |
Option A: shadcn Stack (Default)
Best for: Marketing sites, SEO-focused apps, content-heavy sites, e-commerce, SSR applications
Core Technologies:
- Router: Next.js App Router (SSR, file-based routing, RSC)
- Data: Server Actions + React Query for client-side caching
- UI: shadcn/ui components (Radix primitives + Tailwind)
- Forms: React Hook Form + Effect Schema validation
- Animation: anime.js for motion design
- Type System: Effect (type-safe errors, Schema, services)
Strengths:
- Excellent SEO with server-side rendering
- Built-in image optimization, fonts, and metadata
- Streaming and progressive enhancement
- Mature ecosystem with extensive documentation
Task XML Example:
<task id="1">
<meta>
<title>Build Marketing Landing Page</title>
<agent>blaze</agent>
<frontend_stack>shadcn</frontend_stack>
</meta>
<context>
<overview>Create SEO-optimized landing page with lead capture form</overview>
<stack_rationale>shadcn selected for SSR, SEO, and Server Actions</stack_rationale>
</context>
</task>
Option B: TanStack Stack
Best for: Dashboards, admin panels, real-time apps, collaborative tools, offline-first, local-first applications
Core Technologies:
- Router: TanStack Router (type-safe, client-first, search params)
- Data: TanStack DB (collections, live queries, optimistic updates)
- Query: TanStack Query (always included, server-state management)
- Tables: TanStack Table (sorting, filtering, pagination, virtualization)
- Forms: TanStack Form + Effect Schema validation
- Lists: TanStack Virtual (100k+ items at 60fps)
- Full-Stack: TanStack Start (optional, for greenfield projects)
- UI: shadcn/ui components (compatible with both stacks)
- Type System: Effect (type-safe errors, Schema, services)
Strengths:
- Sub-millisecond live queries (~0.7ms for 100k items)
- Optimistic mutations with automatic rollback
- Type-safe routing with search param validation
- Client-first architecture for instant UI feedback
- Normalized collections prevent data duplication
- Sync modes: eager, on-demand, progressive
Task XML Example:
<task id="2">
<meta>
<title>Build Analytics Dashboard</title>
<agent>blaze</agent>
<frontend_stack>tanstack</frontend_stack>
</meta>
<context>
<overview>Create real-time analytics dashboard with live data updates</overview>
<stack_rationale>TanStack selected for live queries and sub-millisecond reactivity</stack_rationale>
</context>
</task>
Stack Selection Keywords
Use these keyword patterns to determine the appropriate stack:
| PRD Keywords | Recommended Stack | Rationale |
|---|---|---|
| dashboard, admin panel, data grid, data-heavy | tanstack | TanStack Table + live queries excel at data-dense UIs |
| real-time, live updates, collaborative | tanstack | TanStack DB provides sub-ms live query reactivity |
| offline-first, local-first, sync | tanstack | TanStack DB collections support multiple sync strategies |
| optimistic UI, instant feedback | tanstack | Built-in optimistic mutations with rollback |
| marketing, landing page, brochure | shadcn | SSR and SEO optimization |
| SEO, search engine, metadata | shadcn | Next.js RSC with streaming |
| blog, content, CMS | shadcn | Server-side rendering for content |
| e-commerce, checkout, payment | shadcn | Server Actions for secure transactions |
| forms-heavy, wizard, multi-step | Either | Both have excellent form libraries |
Frontend Stack in Task XML
When generating tasks for Blaze, include the <frontend_stack> element in the task meta:
<task id="{{task_id}}" priority="high">
<meta>
<title>Task Title</title>
<agent>blaze</agent>
<job_type>coder</job_type>
<frontend_stack>tanstack</frontend_stack> <!-- or "shadcn" -->
</meta>
<context>
<overview>Task description</overview>
<stack_rationale>Why this stack was selected</stack_rationale>
</context>
<!-- ... rest of task -->
</task>
If frontend_stack is omitted, Blaze defaults to the shadcn stack.
Mixed Stack Projects
For projects requiring both stacks (e.g., marketing site with dashboard):
- Separate Next.js routes: Use Next.js for marketing (
/) and TanStack for dashboard (/app/*) - Micro-frontends: Separate deployments communicating via shared state
- Progressive migration: Start with shadcn, add TanStack for specific features
Document the approach in the task context when mixed stacks are needed.
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