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+# AI Agent Instructions for Thoth
+
+This file contains the instructions for AI agents working on the Thoth codebase.
+
+## Project Overview
+
+Thoth is a Next.js 15 application using React 19, Mantine UI 8, and TypeScript. It's managed with pnpm.
+
+**Tech Stack:**
+
+- Next.js 15 with App Router
+- React 19
+- Mantine UI 8
+- TypeScript
+- pnpm
+
+**Architecture:**
+
+- Atomic Design Methodology for UI components
+- App Router for routing
+- API routes in `src/app/api/`
+- Use TypeScript types over interfaces
+
+## Creating API Routes
+
+API routes follow this pattern:
+
+### 1. Type Definitions (`src/types/`)
+
+Create Zod schemas for request/response validation:
+
+```typescript
+import { z } from 'zod';
+
+export const getPagesTreeQuerySchema = z.object({
+  parentId: z.string().min(1).optional(),
+});
+
+export const getPagesTreeResponseSchema = z.object({
+  branches: z.array(
+    z.object({
+      page: z.object({
+        id: z.string(),
+        title: z.string(),
+      }),
+    })
+  ),
+});
+
+export type GetPagesTreeQuery = z.infer<typeof getPagesTreeQuerySchema>;
+export type GetPagesTreeResponse = z.infer<typeof getPagesTreeResponseSchema>;
+```
+
+### 2. Route Implementation (`src/app/api/{route}/route.ts`)
+
+Use the `apiRoute` wrapper with typed parameters:
+
+```typescript
+export const GET = apiRoute<GetPagesTreeResponse, GetPagesTreeQueryVariables, {}>(
+  {
+    expectedQuerySchema: getPagesTreeQueryVariablesSchema,
+  },
+  async ({ query }, session) => {
+    const containerRepository = await getContainerRepository();
+    const databaseQuery = addUserIdToQuery(containerRepository.createQuery(), session.user.id).sort(
+      'lastUpdated',
+      'desc'
+    );
+
+    if (query?.parentId) {
+      databaseQuery.eq('parentId', query.parentId);
+    }
+
+    const containers = (await containerRepository.getByQuery(databaseQuery)).filter(
+      (container) => query?.parentId || !container.parentId
+    );
+
+    return {
+      branches: containers.map((container) => ({
+        page: {
+          id: container.id,
+          name: container.name,
+        },
+      })),
+    };
+  }
+);
+```
+
+### API Route Structure
+
+```
+src/app/api/
+├── pages/
+│   └── tree/
+│       └── route.ts          # Handles /api/pages/tree
+├── users/
+│   └── route.ts              # Handles /api/users
+└── auth/
+    └── login/
+        └── route.ts          # Handles /api/auth/login
+```
+
+### Key Points for API Routes
+
+- Use Zod schemas for request/response validation
+- Implement proper error handling with appropriate HTTP status codes
+- Integrate with authentication system (better-auth)
+- Use NextRequest/NextResponse objects
+- Export functions named after HTTP methods (GET, POST, PUT, DELETE, etc.)
+
+## React/TSX Component Guidelines
+
+### Styling
+
+- Always use CSS modules (`.module.css` files) for component-specific styles
+- Never use inline `<style>` tags
+- Name CSS module files after their component: `component-name.module.css` for `component-name.tsx`
+
+### Error Handling
+
+- Never use `console.log()`, `console.error()`, or `console.warn()` for user-facing errors
+- Always use the notification system via `useNotification()` hook from `@/lib/hooks/use-notification.tsx`
+- The hook provides: `showError`, `showSuccess`, `showWarning`, `showInfo`
+- Notifications auto-display in top-right corner and dismiss after 5 seconds
+- Usage: `showError(message: string, title?: string)`
+- For child components: pass an `onError` callback prop to the parent, which handles the notification
+- Error notifications should be triggered in parent components, not where errors occur
+
+## General TypeScript Rules
+
+- Use types instead of interfaces: `type MyType = { ... }` over `interface MyType { ... }`
+- All API endpoints should have typed request/response schemas
+- Use Zod for runtime validation
+
+## File Structure
+
+```
+src/
+├── app/                      # Next.js App Router
+│   ├── api/                 # API routes
+│   └── (routes)/            # Page routes
+├── components/
+│   ├── atoms/               # Atomic Design: atoms
+│   ├── molecules/           # Atomic Design: molecules
+│   ├── organisms/           # Atomic Design: organisms
+│   └── templates/           # Atomic Design: templates
+├── lib/
+│   ├── hooks/              # Custom React hooks
+│   ├── database/           # Database entities and repositories
+│   └── auth.ts             # Authentication utilities
+└── types/                   # TypeScript type definitions
+```
+
+## Testing & Quality
+
+Before completing tasks, run available lint and typecheck commands:
+
+- Check package.json for scripts like `npm run lint`, `npm run typecheck`, `npm run test`
+- Fix any issues found
+- Only commit changes when explicitly requested by the user