Your Next.js project has an AI assistant. The question isn't whether to use AI — it's whether the code it generates follows your project's conventions.
This is a hands-on walkthrough. In under 30 minutes (10 via CLI, 20 manually), you'll install AI Dev OS into an existing Next.js project using Claude Code. By the end, your AI will consistently apply your naming conventions, security patterns, and architectural rules — without you reminding it every prompt.
All examples show before/after code so you can see exactly what changes.
What You're Installing (5 min)
AI Dev OS uses a 4-layer model. For a Next.js project, here's what goes where:
CLAUDE.md ← L1 + L2: Always loaded, project philosophy
.claude/guidelines/
nextjs.md ← L3: App Router, Server Actions, Middleware
typescript.md ← L3: Type conventions, naming rules
security.md ← L3: Auth patterns, input validation
.claude/commands/ ← L4: Reusable Skills for common tasks
The rules you care about most day-to-day live in guidelines/. They're loaded when relevant — not every single prompt — so they don't dilute Claude's attention on your actual task.
Prerequisites
Node.js >= 18
Next.js >= 14 (App Router)
Claude Code CLI installed
TypeScript (strict mode strongly recommended)
Already have a running Next.js project? Good — work from there. Starting fresh also works.
Option A: CLI Setup (10 min)
The fastest path:
npx ai-dev-os init --rules typescript --plugin claude-code
This generates:
-
CLAUDE.md— guidelines index (3 directive lines + file references) -
docs/ai-dev-os/— rule submodule with L1–L3 guidelines for TypeScript/Next.js -
.claude/plugins/ai-dev-os/— Skills, Agents, and Hooks (L4) - Pre-commit hooks for automated rule verification
After it runs, open CLAUDE.md and add your project-specific guideline files to the ## Project-Specific Guidelines section (3 files is the recommended starting point).
Verify the setup:
npx ai-dev-os doctor
Output should show all guideline files detected and no configuration conflicts.
Option B: Manual Setup (20 min)
Manual setup takes longer but gives you a clear mental model of what each file does. Recommended if you want to adapt the rules heavily.
Step 1: Add the rule submodule and copy the CLAUDE.md template
# Add L1–L3 rules for TypeScript/Next.js
git submodule add https://github.com/yunbow/ai-dev-os-rules-typescript.git docs/ai-dev-os
git submodule update --init
# Add Claude Code plugin (Skills, Agents, Hooks)
git submodule add https://github.com/yunbow/ai-dev-os-plugin-claude-code.git .claude/plugins/ai-dev-os
# Copy the CLAUDE.md template
cp docs/ai-dev-os/templates/nextjs/CLAUDE.md.template ./CLAUDE.md
CLAUDE.md is an index file — 3 directive lines followed by references to guideline files in the submodule. Open it and fill in your project name, then add project-specific guideline files in the ## Project-Specific Guidelines section:
## Project-Specific Guidelines
- docs/guidelines/your-business-rule.md
- docs/guidelines/your-external-api.md
- docs/guidelines/your-compliance.md
3 files is the recommended starting point. Create these files in docs/guidelines/ and document the rules specific to your project (auth provider choices, external service integrations, business constraints).
Step 2: Understand what the submodule provides
The docs/ai-dev-os/ submodule already contains comprehensive L3 guidelines. Key files for a Next.js project:
docs/ai-dev-os/03_guidelines/
frameworks/nextjs/
overview.md ← App Router conventions, tech stack overview
api.md ← API route patterns (auth check, field selection)
server-actions.md ← ActionResult<T> pattern, Zod validation
auth.md ← NextAuth integration
database.md ← Prisma usage, no raw SQL
common/
security.md ← Auth invariants, data exposure prevention
validation.md ← Zod schema placement and usage
error-handling.md ← Error patterns
naming.md ← Naming conventions
These files contain the concrete rules with examples — including the patterns shown in the Before/After section below. You don't write these; they come with the submodule.
Step 3: Create the ActionResult type
If you don't have it already:
// types/action.ts
export type ActionResult<T = void> =
| (T extends void ? { success: true } : { success: true; data: T })
| { success: false; error: string }
This conditional type handles the common void case — Server Actions that return no data can use return { success: true } without a data field, while actions that return data get a fully typed { success: true; data: T }.
Verification: Test Before/After
The best way to confirm your setup is working: ask Claude the same task twice — before applying guidelines, after.
Test prompt:
Create an API route at app/api/profile/route.ts that returns
the current user's profile data from the database.
Before (no guidelines, typical output):
import { prisma } from '@/lib/prisma'
export async function GET(request: Request) {
const userId = request.headers.get('x-user-id')
const user = await prisma.user.findUnique({ where: { id: userId } })
return Response.json(user)
}
Problems: takes user ID from a header (trivially spoofable), returns the entire user object including password hash and tokens, no error handling if user not found. Also note the import uses prisma from @/lib/prisma — in the conventions we're setting up, the db client is exposed as db from @/lib/db for consistency.
After (with guidelines loaded):
import { auth } from '@/lib/auth'
import { db } from '@/lib/db'
export async function GET(): Promise<Response> {
const session = await auth()
if (!session) {
return Response.json({ error: 'Unauthorized' }, { status: 401 })
}
const user = await db.user.findUnique({
where: { id: session.user.id },
select: {
id: true,
name: true,
email: true,
image: true,
createdAt: true,
},
})
if (!user) {
return Response.json({ error: 'Not found' }, { status: 404 })
}
return Response.json({ data: user })
}
Auth from session (not headers). Explicit field selection. Error cases handled. Consistent response shape.
Before / After: Server Action
Test prompt:
Create a Server Action to update the current user's display name.
Before:
'use server'
import { prisma } from '@/lib/prisma'
export async function updateDisplayName(name: string) {
await prisma.user.update({
where: { id: 'user_id_here' },
data: { name },
})
}
Problems: hardcoded placeholder ID, no validation, no auth, no return value.
After:
'use server'
import { z } from 'zod'
import type { ActionResult } from '@/types/action'
import { auth } from '@/lib/auth'
import { db } from '@/lib/db'
const UpdateNameSchema = z.object({
name: z.string().min(1, 'Name is required').max(100, 'Name too long'),
})
export async function updateDisplayName(
formData: FormData
): Promise<ActionResult<void>> {
const session = await auth()
if (!session) return { success: false, error: 'Unauthorized' }
const parsed = UpdateNameSchema.safeParse({ name: formData.get('name') })
if (!parsed.success) return { success: false, error: parsed.error.message }
await db.user.update({
where: { id: session.user.id },
data: { name: parsed.data.name },
})
return { success: true }
}
Loading Guidelines in Practice
The Skills bundled with ai-dev-os-plugin-claude-code handle contextual loading automatically. For example, the /api skill loads the relevant framework and security guidelines before generating code.
You can also reference guidelines directly in your prompt:
@docs/ai-dev-os/03_guidelines/frameworks/nextjs/server-actions.md
Create a Server Action to update the current user's display name.
Or add a project-specific skill in .claude/commands/api.md that loads your project-specific rules alongside the framework guidelines:
Load the API and security guidelines, then complete the task:
@docs/ai-dev-os/03_guidelines/frameworks/nextjs/api.md
@docs/ai-dev-os/03_guidelines/common/security.md
@docs/guidelines/your-business-rule.md
Task: $ARGUMENTS
Now in Claude Code: /api Create a route for updating user preferences
Next Steps
Add your project-specific rules. The submodule provides the framework-level rules. Create docs/guidelines/ files for your project's business logic, external API integrations, and compliance requirements — these go in the ## Project-Specific Guidelines section of CLAUDE.md.
Commit the submodule reference to git. Team members who clone the repo run git submodule update --init --recursive and get the full guideline set automatically.
Keep the submodule updated. Run git submodule update --remote docs/ai-dev-os to pull the latest rules, or pin to a specific version with git checkout v1.x.x inside the submodule.
The full ruleset (with Python/FastAPI support) is at github.com/yunbow/ai-dev-os.
What Next.js patterns does your team enforce that keep slipping through AI-generated code? I'm collecting edge cases to improve the default ruleset.
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