Imported from Jicate-Solutions/arts_tally_roja (.claude/skills/nextjs16-web-development/SKILL.md). Install upstream with npx skills add Jicate-Solutions/arts_tally_roja --skill nextjs16-web-development. Copyright stays with the author.

Next.js 16 Web Development

Complete production-ready workflow for building modern Next.js 16 applications with optimal performance, security, and developer experience.

🚨 CRITICAL: Read Error Prevention Guide First

BEFORE implementing ANY features, read the Error Prevention Guide to avoid the THREE MOST COMMON ERRORS that occur repeatedly in Next.js 16:

1. Uncached data accessed outside of - Blocks entire page render
2. cookies()/headers() inside 'use cache' - Architectural violation
3. searchParams accessed without await - Promise must be unwrapped

These are NOT bugs - they're architectural requirements. The Error Prevention Guide shows exactly what NOT to do and the correct patterns to use.

Core Paradigm Shift

Next.js 15: Static by default → opt into dynamic Next.js 16: Dynamic by default → opt into caching with use cache

This fundamental shift provides fine-grained control over caching at the function level rather than page level.

When to Use This Skill

Use this skill when:

• Starting a new Next.js 16 project with proper configuration and structure
• Building CRUD modules with optimal caching and Server Actions
• Implementing forms with validation, error handling, and optimistic updates
• Optimizing performance with Cache Components and PPR
• Designing database schemas with Supabase and Row Level Security
• Migrating from Next.js 15 to Next.js 16 architecture
• Standardizing team workflows for consistent Next.js 16 development
• Creating real-time features with appropriate cache strategies

Quick Decision Framework

Caching Strategy

Is the data user-specific?
├─ YES → Is it personalized but cacheable?
│  ├─ YES → 'use cache: private' + appropriate cacheLife
│  └─ NO → Don't cache (use runtime APIs like cookies)
└─ NO → How often does it change?
   ├─ Real-time → No cache
   ├─ Seconds → 'use cache' + cacheLife('realtime' or 'seconds')
   ├─ Minutes → 'use cache' + cacheLife('frequent' or 'minutes')
   ├─ Hours → 'use cache' + cacheLife('moderate' or 'hours')
   ├─ Days → 'use cache' + cacheLife('days')
   └─ Rarely → 'use cache' + cacheLife('weeks' or 'static')

Cache Invalidation Strategy

User expects instant update?
├─ YES → updateTag() - Instant invalidation
└─ NO → revalidateTag() - Background refresh

• updateTag: Use for INSTANT updates when users expect immediate feedback (save, delete, update)
• revalidateTag: Use for BACKGROUND updates where slight delays are acceptable (periodic syncs)

Server Actions vs Route Handlers

Need to handle form submission?
├─ YES → Server Action
└─ NO → Building API for external use?
   ├─ YES → Route Handler
   └─ NO → Server Action

Use Server Actions for:

• Form submissions
• CRUD operations (create/update/delete)
• Mutations with CSRF protection
• Progressive enhancement

Use Route Handlers for:

• External webhooks
• REST/GraphQL APIs for external consumers
• File downloads
• Specific HTTP method requirements

Project Initialization Workflow

1. Create Next.js 16 Project

# Initialize with Turbopack
npx create-next-app@latest project-name --typescript --tailwind --app --turbopack

# Install core dependencies
npm install @supabase/supabase-js @supabase/ssr
npm install zod react-hook-form @hookform/resolvers
npm install date-fns clsx tailwind-merge lucide-react

2. Configure Next.js 16 (Critical)

Enable Cache Components in next.config.ts:

import type { NextConfig } from 'next'

const nextConfig: NextConfig = {
  cacheComponents: true, // Enable PPR and use cache

  cacheLife: {
    // Predefined profiles with stale, revalidate, expire
    default: {
      stale: 300,       // 5 minutes - Client considers data stale
      revalidate: 900,  // 15 minutes - Server background refresh
      expire: 3600      // 1 hour - Hard expiration
    },

    // Production-grade cache profiles (based on MyJKKN patterns)
    hot: {
      stale: 60,        // 1 minute - Real-time data (payments, sessions)
      revalidate: 300,  // 5 minutes - Background refresh
      expire: 600       // 10 minutes - Hard expiration
    },
    warm: {
      stale: 300,       // 5 minutes - Moderate freshness (invoices, profiles)
      revalidate: 900,  // 15 minutes - Background refresh
      expire: 1800      // 30 minutes - Hard expiration
    },
    cold: {
      stale: 3600,      // 1 hour - Master data (institutions, departments)
      revalidate: 7200, // 2 hours - Background refresh
      expire: 14400     // 4 hours - Hard expiration
    },
    static: {
      stale: 86400,     // 1 day - Configuration data
      revalidate: 172800, // 2 days - Background refresh
      expire: 604800    // 7 days - Hard expiration
    },

    // Short-hand profiles (for simple cases)
    seconds: { stale: 5, revalidate: 15, expire: 30 },
    minutes: { stale: 60, revalidate: 180, expire: 300 },
    hours: { stale: 3600, revalidate: 7200, expire: 14400 },
    days: { stale: 86400, revalidate: 172800, expire: 604800 },
    weeks: { stale: 604800, revalidate: 1209600, expire: 2592000 },
    max: {
      stale: Number.MAX_SAFE_INTEGER,
      revalidate: Number.MAX_SAFE_INTEGER,
      expire: Number.MAX_SAFE_INTEGER
    },
  },
}

export default nextConfig

Understanding cacheLife parameters:

• stale: Client-side cache duration (minimum 30s enforced by Next.js)
• revalidate: Server-side background refresh interval
• expire: Hard expiration - data MUST be refetched after this time

3. Standard Project Structure

app/
├── (auth)/              # Auth routes group
├── (dashboard)/         # Protected routes group
├── actions/             # Server Actions by module
├── api/                 # API routes (webhooks only)
lib/
├── supabase/           # Supabase clients (server.ts, client.ts)
├── data/               # Cached data fetching functions
├── validations/        # Zod schemas
├── utils/              # Utilities (cn.ts, format.ts)
components/
├── ui/                 # Shadcn/UI components
├── shared/             # Shared components
├── forms/              # Form components
types/                  # TypeScript types
config/                 # App configuration

Core Patterns

Pattern 0: Deferring to Request Time with connection()

For non-deterministic operations that should NOT be cached (random values, timestamps, UUIDs):

import { connection } from 'next/server'

export default async function Page() {
  // Explicitly defer to request time
  await connection()

  // Now safe to use non-deterministic operations
  const random = Math.random()
  const timestamp = Date.now()
  const uuid = crypto.randomUUID()
  const randomBytes = crypto.getRandomValues(new Uint8Array(16))

  return (
    <div>
      <p>Random: {random}</p>
      <p>Time: {timestamp}</p>
      <p>UUID: {uuid}</p>
    </div>
  )
}

When to use connection():

• Math.random() or crypto.getRandomValues()
• Date.now() or new Date()
• crypto.randomUUID()
• Any operation that should produce different results per request
• When you need dynamic rendering without accessing cookies/headers

Note: connection() replaces unstable_noStore from Next.js 14/15.

Pattern 1: Cached Data Fetching

// lib/data/products.ts
import { cacheTag, cacheLife } from 'next/cache'
import { createServerSupabaseClient } from '@/lib/supabase/server'

export async function getProducts(filters?: ProductFilters) {
  'use cache'
  cacheLife('hours')  // or 'minutes', 'days', 'weeks'
  cacheTag('products') // for invalidation

  const supabase = await createServerSupabaseClient()

  let query = supabase
    .from('products')
    .select('*, category:categories(name)', { count: 'exact' })

  // Apply filters
  if (filters?.search) {
    query = query.textSearch('name', filters.search)
  }

  const { data, error, count } = await query
  if (error) throw error

  return { data: data || [], total: count || 0 }
}

Pattern 2: Server Actions for Mutations

// app/actions/products.ts
'use server'

import { updateTag } from 'next/cache'
import { redirect } from 'next/navigation'
import { createServerSupabaseClient } from '@/lib/supabase/server'
import { CreateProductSchema } from '@/types/product'

export async function createProduct(
  prevState: FormState,
  formData: FormData
): Promise<FormState> {
  // Validate input
  const validation = CreateProductSchema.safeParse({
    name: formData.get('name'),
    price: formData.get('price'),
    stock_quantity: formData.get('stock_quantity'),
  })

  if (!validation.success) {
    return {
      errors: validation.error.flatten().fieldErrors,
      message: 'Invalid fields. Please check the form.',
    }
  }

  const supabase = await createServerSupabaseClient()

  const { data, error } = await supabase
    .from('products')
    .insert([validation.data])
    .select()
    .single()

  if (error) {
    return { message: 'Database error: Failed to create product.' }
  }

  // Instant cache invalidation
  updateTag('products')

  redirect(`/products/${data.id}`)
}

Pattern 3: Streaming with Suspense

// app/(dashboard)/dashboard/page.tsx
import { Suspense } from 'react'

export default async function DashboardPage() {
  return (
    <div>
      {/* Static shell - instant */}
      <DashboardHeader />

      {/* Long-lived cache */}
      <Suspense fallback={<StatsSkeleton />}>
        <StaticStats />
      </Suspense>

      {/* Medium cache */}
      <Suspense fallback={<ChartsSkeleton />}>
        <AnalyticsCharts />
      </Suspense>

      {/* No cache - real-time */}
      <Suspense fallback={<LiveSkeleton />}>
        <LiveMetrics />
      </Suspense>
    </div>
  )
}

async function StaticStats() {
  'use cache'
  cacheLife('days')
  cacheTag('static-stats')

  const stats = await getStaticStatistics()
  return <StatsGrid data={stats} />
}

Pattern 4: Form with Validation & Error Handling

// components/forms/product-form.tsx
'use client'

import { useActionState } from 'react'
import { useFormStatus } from 'react-dom'
import { createProduct } from '@/app/actions/products'

export function ProductForm({ product, categories }) {
  const action = product
    ? updateProduct.bind(null, product.id)
    : createProduct

  const [state, formAction] = useActionState(action, {})

  return (
    <form action={formAction} className="space-y-6">
      {state.message && (
        <div className={state.success ? 'alert-success' : 'alert-error'}>
          {state.message}
        </div>
      )}

      <div>
        <label htmlFor="name">Product Name *</label>
        <input
          id="name"
          name="name"
          type="text"
          defaultValue={product?.name}
          required
          aria-invalid={!!state.errors?.name}
        />
        {state.errors?.name && (
          <p className="error">{state.errors.name[0]}</p>
        )}
      </div>

      <SubmitButton />
    </form>
  )
}

function SubmitButton() {
  const { pending } = useFormStatus()
  return (
    <button type="submit" disabled={pending}>
      {pending ? 'Saving...' : 'Save Product'}
    </button>
  )
}

Pattern 5: Optimistic Updates

// components/optimistic-todo-list.tsx
'use client'

import { useOptimistic, startTransition } from 'react'
import { toggleTodo, deleteTodo } from '@/app/actions/todos'

export function OptimisticTodoList({ todos }) {
  const [optimisticTodos, updateOptimisticTodos] = useOptimistic(
    todos,
    (state, action) => {
      switch (action.type) {
        case 'toggle':
          return state.map(todo =>
            todo.id === action.id
              ? { ...todo, completed: !todo.completed }
              : todo
          )
        case 'delete':
          return state.filter(todo => todo.id !== action.id)
        default:
          return state
      }
    }
  )

  const handleToggle = async (id) => {
    startTransition(() => {
      updateOptimisticTodos({ type: 'toggle', id })
    })
    await toggleTodo(id)
  }

  return (
    <ul>
      {optimisticTodos.map(todo => (
        <li key={todo.id}>
          <input
            type="checkbox"
            checked={todo.completed}
            onChange={() => handleToggle(todo.id)}
          />
          <span>{todo.title}</span>
        </li>
      ))}
    </ul>
  )
}

Pattern 6: Cache Key Optimization (Production Critical)

Golden Rule: Cache on dimensions with FEW unique values, not MANY.

❌ BAD - Low cache utilization:

// Creates 1000s of cache entries (one per user)
async function getUserDashboard(userId: string) {
  'use cache: remote'
  cacheTag(`user-${userId}`)

  // Every user gets their own cache entry = low hit rate
  return await fetchUserData(userId)
}

✅ GOOD - High cache utilization:

// Extract user preference, cache by language (10-50 values)
async function WelcomeMessage() {
  const language = (await cookies()).get('language')?.value || 'en'

  // All English users share the same cache entry
  const content = await getCMSContent(language)
  return <div>{content.welcome}</div>
}

async function getCMSContent(language: string) {
  'use cache: remote'
  cacheTag(`cms-${language}`)
  cacheLife({ expire: 3600 })

  // Creates ~10-50 cache entries (one per language)
  // NOT thousands (one per user)
  return cms.getContent(language)
}

Real-world optimization example:

// ✅ Cache by category, filter price in memory
async function ProductsPage({ searchParams }) {
  const { category, minPrice } = await searchParams

  return (
    <Suspense fallback={<Loading />}>
      <ProductList category={category} minPrice={minPrice} />
    </Suspense>
  )
}

async function ProductList({ category, minPrice }) {
  // Cache only on category (few unique values: electronics, clothing, etc.)
  const products = await getCachedProducts(category)

  // Filter price in memory instead of creating cache entries
  // for every possible price value
  const filtered = minPrice
    ? products.filter(p => p.price >= parseFloat(minPrice))
    : products

  return <div>{/* render filtered products */}</div>
}

async function getCachedProducts(category: string) {
  'use cache: remote'
  cacheTag('products', `category-${category}`)
  cacheLife({ expire: 3600 })

  // High cache utilization: ~10-20 categories vs thousands of price filters
  return db.products.findByCategory(category)
}

Cache utilization comparison:

• ❌ Cache by (category + price): 20 categories × 100 price ranges = 2,000 entries
• ✅ Cache by category only: 20 entries (100x better utilization)

Pattern 7: Production Cache Profile System (MyJKKN Pattern)

Standardize cache durations across your team with reusable profiles:

// lib/cache/cache-profiles.ts
export const cacheProfiles = {
  hot: {
    stale: 60,        // 1 minute
    revalidate: 300,  // 5 minutes
    expire: 600       // 10 minutes
  },
  warm: {
    stale: 300,       // 5 minutes
    revalidate: 900,  // 15 minutes
    expire: 1800      // 30 minutes
  },
  cold: {
    stale: 3600,      // 1 hour
    revalidate: 7200, // 2 hours
    expire: 14400     // 4 hours
  },
  static: {
    stale: 86400,     // 1 day
    revalidate: 172800, // 2 days
    expire: 604800    // 7 days
  }
} as const

export function getCacheProfile(profile: keyof typeof cacheProfiles) {
  return cacheProfiles[profile]
}

Usage in data layer:

// app/(routes)/billing/invoices/_data/get-invoices.ts
'use cache'

import { getCacheProfile } from '@/lib/cache'
import { cacheLife, cacheTag } from 'next/cache'

export async function getInvoices(filters) {
  // Use warm profile (5-minute freshness)
  cacheLife(getCacheProfile('warm'))
  cacheTag('invoices')

  const supabase = await createClient()
  const { data } = await supabase.from('billing_invoices').select('*')

  return data
}

Profile selection guide:

• hot (1 min): Payment status, active sessions, real-time notifications
• warm (5 min): Invoices, bills, receipts, student profiles, staff records
• cold (1 hour): Institutions, departments, degrees, master data
• static (1 day): Academic years, semesters, regulations, system config

Pattern 8: Hierarchical Cache Tag System

Organize cache tags by module for easy invalidation:

// lib/cache/cache-tags.ts
export const cacheTags = {
  billing: {
    invoices: {
      list: () => 'invoices',
      byId: (id: string) => `invoices-${id}`,
      byStudent: (studentId: string) => `invoices-student-${studentId}`,
      byInstitution: (institutionId: string) => `invoices-institution-${institutionId}`
    },
    receipts: {
      list: () => 'receipts',
      byId: (id: string) => `receipts-${id}`,
      byStudent: (studentId: string) => `receipts-student-${studentId}`
    }
  },
  learners: {
    profiles: {
      list: () => 'learner-profiles',
      byId: (id: string) => `learner-profiles-${id}`,
      bySection: (sectionId: string) => `learner-profiles-section-${sectionId}`,
      byStatus: (status: string) => `learner-profiles-status-${status}`
    }
  }
}

// Cache invalidation helpers
export const cacheInvalidation = {
  // Invalidate all student-related caches at once
  student: (studentId: string) => [
    cacheTags.learners.profiles.byId(studentId),
    cacheTags.billing.invoices.byStudent(studentId),
    cacheTags.billing.receipts.byStudent(studentId)
  ]
}

Usage:

'use cache'

import { cacheTags } from '@/lib/cache'
import { cacheTag, cacheLife } from 'next/cache'

export async function getLearnerProfiles(params) {
  cacheLife(getCacheProfile('warm'))

  // Apply granular cache tags
  cacheTag(cacheTags.learners.profiles.list())
  if (params.section_id) {
    cacheTag(cacheTags.learners.profiles.bySection(params.section_id))
  }
  if (params.lifecycle_status) {
    cacheTag(cacheTags.learners.profiles.byStatus(params.lifecycle_status))
  }

  // ... fetch data
}

Server Action invalidation:

'use server'

import { updateTag } from 'next/cache'
import { cacheInvalidation } from '@/lib/cache'

export async function updateStudent(studentId: string, data) {
  await db.students.update(data)

  // Invalidate all related caches instantly
  cacheInvalidation.student(studentId).forEach(tag => updateTag(tag))
}

Pattern 9: "Extract and Pass" for Dynamic APIs

The pattern: Read cookies/headers/searchParams OUTSIDE cached scope, pass values as arguments.

// ❌ WRONG - Build timeout or runtime error
async function Dashboard() {
  'use cache'

  const cookieStore = await cookies() // ERROR!
  const userId = cookieStore.get('userId')?.value

  return await fetchDashboard(userId)
}

// ✅ CORRECT - Extract outside, pass to cached function
import { cookies } from 'next/headers'
import { Suspense } from 'react'

export default function DashboardPage() {
  return (
    <Suspense fallback={<Loading />}>
      <Dashboard />
    </Suspense>
  )
}

// Wrapper: Reads cookies OUTSIDE cache
async function Dashboard() {
  const cookieStore = await cookies()
  const userId = cookieStore.get('userId')?.value

  if (!userId) return <div>Please log in</div>

  // Pass userId to cached function
  return <CachedDashboard userId={userId} />
}

// Cached: Receives data as argument
async function CachedDashboard({ userId }: { userId: string }) {
  'use cache'
  cacheLife(getCacheProfile('hot'))
  cacheTag(cacheTags.users.byId(userId))

  // userId is now part of the cache key
  const data = await fetchUserData(userId)
  return <DashboardView data={data} />
}

Why it works: When you pass values as arguments, they become part of the cache key. Different users automatically get different cache entries.

Pattern 10: Cache Nesting Rules

Understanding which cache directives can nest inside others:

Valid nesting example:

// ✅ Valid: Remote inside remote
async function outerRemote() {
  'use cache: remote'
  cacheLife({ expire: 3600 })

  const result = await innerRemote()
  return result
}

async function innerRemote() {
  'use cache: remote'
  cacheLife({ expire: 600 })
  return getData()
}

Invalid nesting example:

// ❌ Invalid: Private inside remote
async function outerRemote() {
  'use cache: remote'

  const result = await innerPrivate() // Error!
  return result
}

async function innerPrivate() {
  'use cache: private'
  return getData()
}

Type Safety with Zod

// types/product.ts
import { z } from 'zod'

export const CreateProductSchema = z.object({
  name: z.string()
    .min(1, 'Name is required')
    .max(255, 'Name is too long'),
  price: z.coerce
    .number({ invalid_type_error: 'Price must be a number' })
    .positive('Price must be positive'),
  stock_quantity: z.coerce
    .number()
    .int('Stock must be a whole number')
    .min(0, 'Stock cannot be negative'),
})

export const UpdateProductSchema = CreateProductSchema.partial()

export type CreateProductInput = z.infer<typeof CreateProductSchema>

Supabase Setup

Server Client

// lib/supabase/server.ts
import { createServerClient } from '@supabase/ssr'
import { cookies } from 'next/headers'

export async function createServerSupabaseClient() {
  const cookieStore = await cookies()

  return createServerClient(
    process.env.NEXT_PUBLIC_SUPABASE_URL!,
    process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!,
    {
      cookies: {
        getAll() {
          return cookieStore.getAll()
        },
        setAll(cookiesToSet) {
          cookiesToSet.forEach(({ name, value, options }) =>
            cookieStore.set(name, value, options)
          )
        },
      },
    }
  )
}

Authentication Utilities

// lib/auth.ts
import { createServerSupabaseClient } from '@/lib/supabase/server'
import { redirect } from 'next/navigation'
import { cache } from 'react'

export const getCurrentUser = cache(async () => {
  const supabase = await createServerSupabaseClient()
  const { data: { user } } = await supabase.auth.getUser()
  return user
})

export async function requireAuth() {
  const user = await getCurrentUser()
  if (!user) redirect('/login')
  return user
}

export async function requireRole(allowedRoles: string[]) {
  const user = await requireAuth()
  const supabase = await createServerSupabaseClient()

  const { data: profile } = await supabase
    .from('profiles')
    .select('role')
    .eq('id', user.id)
    .single()

  if (!profile || !allowedRoles.includes(profile.role)) {
    redirect('/unauthorized')
  }

  return { user, role: profile.role }
}

Module Development Workflow

When building a new feature module (e.g., Products, Orders):

1. Database Schema - Create table with RLS policies (see references/database-patterns.md)
2. Types - Define interfaces and Zod schemas (types/module.ts)
3. Data Layer - Create cached data fetching functions (lib/data/module.ts)
4. Server Actions - Implement CRUD operations (app/actions/module.ts)
5. UI Components - Build forms and lists (components/module/)
6. Pages - Create routes with Suspense boundaries (app/(dashboard)/module/)

Best Practices

DO:

• ✅ Enable cacheComponents in next.config.ts
• ✅ Use Server Actions for all mutations
• ✅ Apply use cache to data fetching functions
• ✅ Wrap dynamic content in Suspense boundaries
• ✅ Validate all inputs on server with Zod
• ✅ Use optimistic updates for better UX
• ✅ Implement proper RLS policies
• ✅ Use updateTag for instant cache updates
• ✅ Use TypeScript strict mode
• ✅ Handle errors gracefully
• ✅ Add multiple cache tags for granular invalidation
• ✅ Stream UI progressively with PPR

DON'T:

• ❌ NEVER use cookies(), headers(), or access searchParams inside 'use cache' scopes
• ❌ NEVER access searchParams or params without await/React.use()
• ❌ NEVER fetch data without Suspense boundary OR 'use cache' directive
• ❌ NEVER nest 'use cache: private' inside 'use cache: remote' (or vice versa)
• ❌ NEVER cache on high-cardinality dimensions (userId, sessionId, timestamps)
• ❌ NEVER pass Promises to cached functions (causes build timeouts)
• ❌ Over-cache frequently changing data
• ❌ Forget Suspense boundaries for streaming
• ❌ Use Route Handlers for simple mutations
• ❌ Trust client-side validation alone
• ❌ Expose sensitive data in error messages
• ❌ Mix cached and uncached data without Suspense
• ❌ Use edge runtime with Cache Components
• ❌ Hardcode cache durations everywhere (use cache profiles)

See Error Prevention Guide for detailed explanations and correct patterns.

See Production Patterns for real-world MyJKKN examples.

Performance Targets

• First Contentful Paint (FCP): < 1.2s
• Largest Contentful Paint (LCP): < 2.5s
• First Input Delay (FID): < 100ms
• Cumulative Layout Shift (CLS): < 0.1
• Time to First Byte (TTFB): < 600ms

Migration from Next.js 15

Replace Route Segment Config

// BEFORE (Next.js 15)
export const dynamic = 'force-static'
export const revalidate = 3600

// AFTER (Next.js 16)
async function getCachedData() {
  'use cache'
  cacheLife('hours')
  cacheTag('data')
  return await fetchData()
}

Update Async Params

// BEFORE (Next.js 15)
export default function Page({ params, searchParams }) {
  const id = params.id
}

// AFTER (Next.js 16)
export default async function Page({ params, searchParams }) {
  const { id } = await params
}

See references/migration-guide.md for complete migration patterns.

Resources

This skill includes comprehensive reference documentation and automation tools:

references/

Detailed patterns and examples loaded as needed:

• error-prevention-guide.md - 🚨 READ THIS FIRST - The three critical errors and how to prevent them
• production-patterns.md - 🏆 NEW - Real-world patterns from MyJKKN production app (cache profiles, hierarchical tags, "extract and pass" pattern)
• cache-components-patterns.md - Advanced caching strategies, PPR, cache key optimization, invalidation patterns
• server-actions-forms.md - Form handling, validation, file uploads, multi-step forms
• module-builder-patterns.md - Complete CRUD module development workflows
• migration-guide.md - Step-by-step Next.js 15 to 16 migration
• database-patterns.md - Supabase schemas, RLS policies, indexes, functions

scripts/

Automation tools for common tasks:

• init_project.sh - Initialize Next.js 16 project with standard structure
• generate_module.py - Generate CRUD module boilerplate
• validate_structure.py - Validate project follows team standards

assets/

Templates and boilerplate code:

• next.config.ts - Optimized Next.js 16 configuration
• module-template/ - Complete CRUD module boilerplate
• supabase-schema/ - Database schema templates

Follow these patterns to build production-ready Next.js 16 applications with optimal performance, security, and developer experience. Reference the detailed documentation in references/ for specific use cases and advanced patterns.