> Use Zod schemas as the single source of truth for runtime validation and TypeScript types
Scanned 9/11/2026
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# TypeScript Zod Integration
> Use Zod schemas as the single source of truth for runtime validation and TypeScript types
## When to Use
- Validating API request bodies, query parameters, or form data
- Deriving TypeScript types from validation schemas (single source of truth)
- Parsing and transforming unknown data from external sources
- Building type-safe environment variable configuration
## Instructions
1. **Define a schema and infer the type:**
```typescript
import { z } from 'zod';
const UserSchema = z.object({
id: z.string().cuid(),
email: z.string().email(),
name: z.string().min(1).max(100),
role: z.enum(['user', 'admin']),
createdAt: z.coerce.date(),
});
type User = z.infer<typeof UserSchema>;
// { id: string; email: string; name: string; role: 'user' | 'admin'; createdAt: Date }
```
2. **Parse unknown data** — validates and returns typed result:
```typescript
const user = UserSchema.parse(untrustedData);
// Throws ZodError if validation fails
const result = UserSchema.safeParse(untrustedData);
if (result.success) {
console.log(result.data); // Type: User
} else {
console.log(result.error.issues); // Validation errors
}
```
3. **Compose schemas** with pick, omit, extend, and merge:
```typescript
const CreateUserSchema = UserSchema.omit({ id: true, createdAt: true });
const UpdateUserSchema = UserSchema.partial().required({ id: true });
const UserWithPostsSchema = UserSchema.extend({
posts: z.array(PostSchema),
});
```
4. **Transform data** during parsing:
```typescript
const InputSchema = z.object({
email: z
.string()
.email()
.transform((e) => e.toLowerCase().trim()),
tags: z.string().transform((s) => s.split(',').map((t) => t.trim())),
age: z.coerce.number().int().positive(),
});
```
5. **Validate environment variables:**
```typescript
const EnvSchema = z.object({
DATABASE_URL: z.string().url(),
PORT: z.coerce.number().default(3000),
NODE_ENV: z.enum(['development', 'production', 'test']).default('development'),
API_KEY: z.string().min(1),
});
export const env = EnvSchema.parse(process.env);
// Fails at startup if any required env var is missing or invalid
```
6. **Use with API route handlers:**
```typescript
// Next.js Route Handler
const QuerySchema = z.object({
page: z.coerce.number().int().positive().default(1),
limit: z.coerce.number().int().min(1).max(100).default(20),
search: z.string().optional(),
});
export async function GET(request: Request) {
const url = new URL(request.url);
const query = QuerySchema.parse(Object.fromEntries(url.searchParams));
// query is fully typed: { page: number; limit: number; search?: string }
}
```
7. **Discriminated union schemas:**
```typescript
const EventSchema = z.discriminatedUnion('type', [
z.object({ type: z.literal('click'), x: z.number(), y: z.number() }),
z.object({ type: z.literal('keypress'), key: z.string() }),
z.object({ type: z.literal('scroll'), offset: z.number() }),
]);
type Event = z.infer<typeof EventSchema>;
```
8. **Custom validation with `refine` and `superRefine`:**
```typescript
const PasswordSchema = z
.object({
password: z.string().min(8),
confirm: z.string(),
})
.refine((data) => data.password === data.confirm, {
message: 'Passwords do not match',
path: ['confirm'],
});
```
9. **Error formatting:**
```typescript
const result = UserSchema.safeParse(data);
if (!result.success) {
const formatted = result.error.flatten();
// { formErrors: string[], fieldErrors: { email?: string[], name?: string[] } }
}
```
## Details
Zod provides runtime validation that TypeScript's type system cannot. TypeScript types are erased at runtime — they cannot validate data from APIs, databases, or user input. Zod bridges this gap by generating both validation logic and TypeScript types from a single schema definition.
**Schema-first approach:** Define the Zod schema first, then derive the TypeScript type with `z.infer`. This eliminates the common problem of types and validation drifting apart.
**`parse` vs `safeParse`:**
- `parse` throws `ZodError` on failure — use in contexts where invalid data is an error (middleware, startup validation)
- `safeParse` returns a discriminated union `{ success: true, data: T } | { success: false, error: ZodError }` — use when you need to handle validation failure gracefully
**Performance:** Zod validation is faster than JSON Schema for most schemas. For very high-throughput paths (>10K validations/second), consider `valibot` or compile schemas with `@anatine/zod-openapi`.
**Zod with Prisma:** Libraries like `zod-prisma-types` auto-generate Zod schemas from Prisma models:
```prisma
generator zod {
provider = "zod-prisma-types"
}
```
**Trade-offs:**
- Zod schemas add runtime overhead — validate at system boundaries, not inside tight loops
- `z.infer` types can be complex in IDE tooltips — use type aliases for readability
- `transform` changes the output type — `z.infer` reflects the OUTPUT type, not the input
- Zod is synchronous by default — use `parseAsync` for schemas with async refinements
## Source
https://typescriptlang.org/docs/handbook/2/types-from-types.html
## Process
1. Read the instructions and examples in this document.
2. Apply the patterns to your implementation, adapting to your specific context.
3. Verify your implementation against the details and edge cases listed above.
## Harness Integration
- **Type:** knowledge — this skill is a reference document, not a procedural workflow.
- **No tools or state** — consumed as context by other skills and agents.
## Success Criteria
- The patterns described in this document are applied correctly in the implementation.
- Edge cases and anti-patterns listed in this document are avoided.
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