{"id":"a3067258-1637-4761-bece-01c7fca42c68","shortId":"mFsbKW","kind":"skill","title":"convex","tagline":"Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.","description":"# Convex\n\nYou are an expert in Convex — the open-source, reactive backend platform where queries are TypeScript code. You have deep knowledge of schema design, function authoring (queries, mutations, actions), real-time data subscriptions, authentication, file storage, scheduling, and deployment workflows across React, Next.js, Angular, Vue, Svelte, React Native, and server-side environments.\n\n## When to Use\n- Use when building a new project with Convex as the backend\n- Use when adding Convex to an existing React, Next.js, Angular, Vue, Svelte, or React Native app\n- Use when designing schemas for a Convex document-relational database\n- Use when writing or debugging Convex functions (queries, mutations, actions)\n- Use when implementing real-time/reactive data patterns\n- Use when setting up authentication with Convex Auth or third-party providers (Clerk, Auth0, etc.)\n- Use when working with Convex file storage, scheduled functions, or cron jobs\n- Use when deploying or managing Convex projects\n\n## Core Concepts\n\nConvex is a **document-relational** database with a fully managed backend. Key differentiators:\n\n- **Reactive by default**: Queries automatically re-run and push updates to all connected clients when underlying data changes\n- **TypeScript-first**: All backend logic — queries, mutations, actions, schemas — is written in TypeScript\n- **ACID transactions**: Serializable isolation with optimistic concurrency control\n- **No infrastructure to manage**: Serverless, scales automatically, zero config\n- **End-to-end type safety**: Types flow from schema → backend functions → client hooks\n\n### Function Types\n\n| Type | Purpose | Can Read DB | Can Write DB | Can Call External APIs | Cached/Reactive |\n| :-------------- | :------------------------ | :------------- | :---------------- | :--------------------- | :-------------- |\n| **Query** | Read data | ✅ | ❌ | ❌ | ✅ |\n| **Mutation** | Write data | ✅ | ✅ | ❌ | ❌ |\n| **Action** | Side effects | via `runQuery` | via `runMutation` | ✅ | ❌ |\n| **HTTP Action** | Webhooks/custom endpoints | via `runQuery` | via `runMutation` | ✅ | ❌ |\n\n## Project Setup\n\n### New Project (Next.js)\n\n```bash\nnpx create-next-app@latest my-app\ncd my-app && npm install convex\nnpx convex dev\n```\n\n### Add to Existing Project\n\n```bash\nnpm install convex\nnpx convex dev\n```\n\nThe `npx convex dev` command:\n\n1. Prompts you to log in (GitHub)\n2. Creates a project and deployment\n3. Generates `convex/` folder for backend functions\n4. Syncs functions to your dev deployment in real-time\n5. Creates `.env.local` with `CONVEX_DEPLOYMENT` and `NEXT_PUBLIC_CONVEX_URL`\n\n### Folder Structure\n\n```\nmy-app/\n├── convex/\n│ ├── _generated/ ← Auto-generated (DO NOT EDIT)\n│ │ ├── api.d.ts\n│ │ ├── dataModel.d.ts\n│ │ └── server.d.ts\n│ ├── schema.ts ← Database schema definition\n│ ├── tasks.ts ← Query/mutation functions\n│ └── http.ts ← HTTP actions (optional)\n├── .env.local ← CONVEX_DEPLOYMENT, NEXT_PUBLIC_CONVEX_URL\n└── convex.json ← Project config (optional)\n```\n\n## Schema Design\n\nDefine your schema in `convex/schema.ts` using the validator library:\n\n```typescript\nimport { defineSchema, defineTable } from \"convex/server\";\nimport { v } from \"convex/values\";\n\nexport default defineSchema({\n users: defineTable({\n name: v.string(),\n email: v.string(),\n avatarUrl: v.optional(v.string()),\n tokenIdentifier: v.string(),\n })\n .index(\"by_token\", [\"tokenIdentifier\"])\n .index(\"by_email\", [\"email\"]),\n\n messages: defineTable({\n authorId: v.id(\"users\"),\n channelId: v.id(\"channels\"),\n body: v.string(),\n attachmentId: v.optional(v.id(\"_storage\")),\n })\n .index(\"by_channel\", [\"channelId\"])\n .searchIndex(\"search_body\", { searchField: \"body\" }),\n\n channels: defineTable({\n name: v.string(),\n description: v.optional(v.string()),\n isPrivate: v.boolean(),\n }),\n});\n```\n\n### Validator Types\n\n| Validator | TypeScript Type | Notes |\n| :-------------------------------- | :-------------------- | :--------------------------------------------- |\n| `v.string()` | `string` | |\n| `v.number()` | `number` | IEEE 754 float |\n| `v.bigint()` | `bigint` | |\n| `v.boolean()` | `boolean` | |\n| `v.null()` | `null` | |\n| `v.id(\"tableName\")` | `Id<\"tableName\">` | Document reference |\n| `v.array(v.string())` | `string[]` | |\n| `v.object({...})` | `{...}` | Nested objects |\n| `v.optional(v.string())` | `string \\| undefined` | |\n| `v.union(v.string(), v.number())` | `string \\| number` | |\n| `v.literal(\"active\")` | `\"active\"` | Literal types |\n| `v.bytes()` | `ArrayBuffer` | Binary data |\n| `v.float64()` | `number` | Explicit 64-bit float (used in vector indexes) |\n| `v.any()` | `any` | Escape hatch |\n\n### Indexes\n\n```typescript\n// Single-field index\ndefineTable({ email: v.string() }).index(\"by_email\", [\"email\"]);\n\n// Compound index (order matters for range queries)\ndefineTable({\n orgId: v.string(),\n createdAt: v.number(),\n}).index(\"by_org_and_date\", [\"orgId\", \"createdAt\"]);\n\n// Full-text search index\ndefineTable({ body: v.string(), channelId: v.id(\"channels\") }).searchIndex(\n \"search_body\",\n {\n searchField: \"body\",\n filterFields: [\"channelId\"],\n },\n);\n\n// Vector search index (for AI/embeddings)\ndefineTable({ embedding: v.array(v.float64()), text: v.string() }).vectorIndex(\n \"by_embedding\",\n {\n vectorField: \"embedding\",\n dimensions: 1536,\n },\n);\n```\n\n## Writing Functions\n\n### Queries (Read Data)\n\nQueries are reactive — clients automatically get updates when data changes.\n\n````typescript\nimport { query } from \"./_generated/server\";\nimport { v } from \"convex/values\";\n\n// Simple query — list all tasks\nexport const list = query({\n args: {},\n handler: async (ctx) => {\n return await ctx.db.query(\"tasks\").collect();\n },\n});\n\n// Query with arguments and filtering\nexport const getByChannel = query({\n args: { channelId: v.id(\"channels\") },\n handler: async (ctx, args) => {\n return await ctx.db\n .query(\"messages\")\n .withIndex(\"by_channel\", (q) => q.eq(\"channelId\", args.channelId))\n .order(\"desc\")\n .take(50);\n },\n});\n\n// Query with auth check\nexport const getMyProfile = query({\n args: {},\n handler: async (ctx) => {\n const identity = await ctx.auth.getUserIdentity();\n if (!identity) return null;\n\n return await ctx.db\n .query(\"users\")\n .withIndex(\"by_token\", (q) =>\n q.eq(\"tokenIdentifier\", identity.tokenIdentifier),\n )\n .unique();\n },\n});\n\n### Paginated Queries\n\nUse cursor-based pagination for lists or infinite scroll UIs.\n\n```typescript\nimport { query } from \"./_generated/server\";\nimport { paginationOptsValidator } from \"convex/server\";\n\nexport const listPaginated = query({\n args: {\n paginationOpts: paginationOptsValidator\n },\n handler: async (ctx, args) => {\n return await ctx.db\n .query(\"messages\")\n .order(\"desc\")\n .paginate(args.paginationOpts);\n },\n});\n```\n\n### Mutations (Write Data)\n\nMutations run as ACID transactions with serializable isolation.\n\n```typescript\nimport { mutation } from \"./_generated/server\";\nimport { v } from \"convex/values\";\n\n// Insert a document\nexport const create = mutation({\n args: { text: v.string(), isCompleted: v.boolean() },\n handler: async (ctx, args) => {\n const taskId = await ctx.db.insert(\"tasks\", {\n text: args.text,\n isCompleted: args.isCompleted,\n });\n return taskId;\n },\n});\n\n// Update a document\nexport const update = mutation({\n args: { id: v.id(\"tasks\"), isCompleted: v.boolean() },\n handler: async (ctx, args) => {\n await ctx.db.patch(args.id, { isCompleted: args.isCompleted });\n },\n});\n\n// Delete a document\nexport const remove = mutation({\n args: { id: v.id(\"tasks\") },\n handler: async (ctx, args) => {\n await ctx.db.delete(args.id);\n },\n});\n\n// Multi-document transaction (automatically atomic)\nexport const transferCredits = mutation({\n args: {\n fromUserId: v.id(\"users\"),\n toUserId: v.id(\"users\"),\n amount: v.number(),\n },\n handler: async (ctx, args) => {\n const fromUser = await ctx.db.get(args.fromUserId);\n const toUser = await ctx.db.get(args.toUserId);\n if (!fromUser || !toUser) throw new Error(\"User not found\");\n if (fromUser.credits < args.amount) throw new Error(\"Insufficient credits\");\n\n await ctx.db.patch(args.fromUserId, {\n credits: fromUser.credits - args.amount,\n });\n await ctx.db.patch(args.toUserId, {\n credits: toUser.credits + args.amount,\n });\n },\n});\n````\n\n### Actions (External APIs & Side Effects)\n\nActions can call third-party services but cannot directly access the database — they must use `ctx.runQuery` and `ctx.runMutation`.\n\n```typescript\nimport { action } from \"./_generated/server\";\nimport { v } from \"convex/values\";\nimport { api } from \"./_generated/api\";\n\nexport const sendEmail = action({\n args: { to: v.string(), subject: v.string(), body: v.string() },\n handler: async (ctx, args) => {\n // Call external API\n const response = await fetch(\"https://api.sendgrid.com/v3/mail/send\", {\n method: \"POST\",\n headers: {\n Authorization: `Bearer ${process.env.SENDGRID_API_KEY}`,\n \"Content-Type\": \"application/json\",\n },\n body: JSON.stringify({\n personalizations: [{ to: [{ email: args.to }] }],\n from: { email: \"noreply@example.com\" },\n subject: args.subject,\n content: [{ type: \"text/plain\", value: args.body }],\n }),\n });\n\n if (!response.ok) throw new Error(\"Failed to send email\");\n\n // Write result back to database via mutation\n await ctx.runMutation(api.emails.recordSent, {\n to: args.to,\n subject: args.subject,\n sentAt: Date.now(),\n });\n },\n});\n\n// Generate AI embeddings\nexport const generateEmbedding = action({\n args: { text: v.string(), documentId: v.id(\"documents\") },\n handler: async (ctx, args) => {\n const response = await fetch(\"https://api.openai.com/v1/embeddings\", {\n method: \"POST\",\n headers: {\n Authorization: `Bearer ${process.env.OPENAI_API_KEY}`,\n \"Content-Type\": \"application/json\",\n },\n body: JSON.stringify({\n model: \"text-embedding-3-small\",\n input: args.text,\n }),\n });\n\n const { data } = await response.json();\n await ctx.runMutation(api.documents.saveEmbedding, {\n documentId: args.documentId,\n embedding: data[0].embedding,\n });\n },\n});\n```\n\n### HTTP Actions (Webhooks)\n\n```typescript\nimport { httpRouter } from \"convex/server\";\nimport { httpAction } from \"./_generated/server\";\nimport { api } from \"./_generated/api\";\n\nconst http = httpRouter();\n\nhttp.route({\n path: \"/webhooks/stripe\",\n method: \"POST\",\n handler: httpAction(async (ctx, request) => {\n const body = await request.text();\n const signature = request.headers.get(\"stripe-signature\");\n\n // Verify webhook signature here...\n\n const event = JSON.parse(body);\n await ctx.runMutation(api.payments.handleWebhook, { event });\n\n return new Response(\"OK\", { status: 200 });\n }),\n});\n\nexport default http;\n```\n\n## Client-Side Integration\n\n### React / Next.js\n\n```typescript\n// app/ConvexClientProvider.tsx\n\"use client\";\nimport { ConvexProvider, ConvexReactClient } from \"convex/react\";\nimport { ReactNode } from \"react\";\n\nconst convex = new ConvexReactClient(process.env.NEXT_PUBLIC_CONVEX_URL!);\n\nexport function ConvexClientProvider({ children }: { children: ReactNode }) {\n return {children};\n}\n```\n\n```typescript\n// app/layout.tsx — wrap children\nimport { ConvexClientProvider } from \"./ConvexClientProvider\";\n\nexport default function RootLayout({ children }: { children: React.ReactNode }) {\n return (\n \n \n {children}\n \n \n );\n}\n```\n\n```typescript\n// Component using Convex hooks\n\"use client\";\nimport { useQuery, useMutation } from \"convex/react\";\nimport { api } from \"@/convex/_generated/api\";\n\nexport function TaskList() {\n // Reactive query — auto-updates when data changes\n const tasks = useQuery(api.tasks.list);\n const addTask = useMutation(api.tasks.create);\n const toggleTask = useMutation(api.tasks.update);\n\n if (tasks === undefined) return

Loading...

;\n\n return (\n
\n {tasks.map((task) => (\n
\n \n toggleTask({ id: task._id, isCompleted: !task.isCompleted })\n }\n />\n {task.text}\n
\n ))}\n \n
\n );\n}\n```\n\n```typescript\n// Component using Paginated Queries\n\"use client\";\nimport { usePaginatedQuery } from \"convex/react\";\nimport { api } from \"@/convex/_generated/api\";\n\nexport function MessageLog() {\n const { results, status, loadMore } = usePaginatedQuery(\n api.messages.listPaginated,\n {}, // args\n { initialNumItems: 20 }\n );\n\n return (\n
\n {results.map((msg) => (\n
{msg.body}
\n ))}\n\n {status === \"LoadingFirstPage\" &&

Loading...

}\n\n {status === \"CanLoadMore\" && (\n \n )}\n
\n );\n}\n```\n\n### With Auth (First-Party Convex Auth)\n\nConvex provides a robust, native authentication library (`@convex-dev/auth`) featuring Magic Links, Passwords, and 80+ OAuth providers without needing a third-party service.\n\n```typescript\n// app/ConvexClientProvider.tsx\n\"use client\";\nimport { ConvexAuthProvider } from \"@convex-dev/auth/react\";\nimport { ConvexReactClient } from \"convex/react\";\nimport { ReactNode } from \"react\";\n\nconst convex = new ConvexReactClient(process.env.NEXT_PUBLIC_CONVEX_URL!);\n\nexport function ConvexClientProvider({ children }: { children: ReactNode }) {\n return (\n \n {children}\n \n );\n}\n```\n\n```typescript\n// Client-side sign in\nimport { useAuthActions } from \"@convex-dev/auth/react\";\n\nexport function Login() {\n const { signIn } = useAuthActions();\n return ;\n}\n```\n\n### With Auth (Third-Party Clerk Example)\n\nIf you prefer a hosted third-party solution like Clerk:\n\n```typescript\n// app/ConvexClientProvider.tsx\n\"use client\";\nimport { ConvexProviderWithClerk } from \"convex/react-clerk\";\nimport { ClerkProvider, useAuth } from \"@clerk/nextjs\";\nimport { ConvexReactClient } from \"convex/react\";\n\nconst convex = new ConvexReactClient(process.env.NEXT_PUBLIC_CONVEX_URL!);\n\nexport function ConvexClientProvider({ children }: { children: ReactNode }) {\n return (\n \n \n {children}\n \n \n );\n}\n```\n\n### With Auth (Better Auth Component)\n\nConvex also has a community component (`@convex-dev/better-auth`) that integrates the Better Auth library directly into the Convex backend. This is currently in **early alpha**.\n\n```bash\nnpm install better-auth @convex-dev/better-auth\nnpx convex env set BETTER_AUTH_SECRET your-secret-here\nnpx convex env set SITE_URL http://localhost:3000\n```\n\nBetter Auth provides email/password, social logins, two-factor authentication, and session management — all running inside Convex functions rather than an external auth server.\n\n### Angular Integration\n\nConvex does not have an official Angular client library, but Angular apps can use the core `convex` package directly with Angular's Dependency Injection and Signals.\n\n```typescript\n// services/convex.service.ts\nimport { Injectable, signal, effect, OnDestroy } from \"@angular/core\";\nimport { ConvexClient } from \"convex/browser\";\nimport { api } from \"../../convex/_generated/api\";\nimport { FunctionReturnType } from \"convex/server\";\n\n@Injectable({ providedIn: \"root\" })\nexport class ConvexService implements OnDestroy {\n private client = new ConvexClient(environment.convexUrl);\n\n // Reactive signal — updates automatically when data changes\n tasks = signal | undefined>(\n undefined,\n );\n\n constructor() {\n // Subscribe to a reactive query\n this.client.onUpdate(api.tasks.list, {}, (result) => {\n this.tasks.set(result);\n });\n }\n\n async addTask(text: string) {\n await this.client.mutation(api.tasks.create, {\n text,\n isCompleted: false,\n });\n }\n\n ngOnDestroy() {\n this.client.close();\n }\n}\n```\n\n```typescript\n// Component usage\nimport { Component, inject } from \"@angular/core\";\nimport { ConvexService } from \"./services/convex.service\";\n\n@Component({\n selector: \"app-task-list\",\n template: `\n @if (convex.tasks(); as tasks) {\n @for (task of tasks; track task._id) {\n
{{ task.text }}
\n }\n } @else {\n

Loading...

\n }\n \n `,\n})\nexport class TaskListComponent {\n convex = inject(ConvexService);\n}\n```\n\n> **Note:** The community library `@robmanganelly/ngx-convex` provides a more Angular-native experience with React-like hooks adapted for Angular DI and Signals.\n\n## Scheduling & Cron Jobs\n\n### One-off Scheduled Functions\n\n```typescript\nimport { mutation } from \"./_generated/server\";\nimport { api } from \"./_generated/api\";\n\nexport const sendReminder = mutation({\n args: { userId: v.id(\"users\"), message: v.string(), delayMs: v.number() },\n handler: async (ctx, args) => {\n await ctx.scheduler.runAfter(args.delayMs, api.notifications.send, {\n userId: args.userId,\n message: args.message,\n });\n },\n});\n```\n\n### Cron Jobs\n\n```typescript\n// convex/crons.ts\nimport { cronJobs } from \"convex/server\";\nimport { api } from \"./_generated/api\";\n\nconst crons = cronJobs();\n\ncrons.interval(\"clear old logs\", { hours: 24 }, api.logs.clearOld);\n\ncrons.cron(\n \"weekly digest\",\n \"0 9 * * 1\", // Every Monday at 9 AM\n api.emails.sendWeeklyDigest,\n);\n\nexport default crons;\n```\n\n## File Storage\n\n```typescript\n// Generate an upload URL (mutation)\nexport const generateUploadUrl = mutation({\n args: {},\n handler: async (ctx) => {\n return await ctx.storage.generateUploadUrl();\n },\n});\n\n// Save file reference after upload (mutation)\nexport const saveFile = mutation({\n args: { storageId: v.id(\"_storage\"), name: v.string() },\n handler: async (ctx, args) => {\n await ctx.db.insert(\"files\", {\n storageId: args.storageId,\n name: args.name,\n });\n },\n});\n\n// Get a URL to serve a file (query)\nexport const getFileUrl = query({\n args: { storageId: v.id(\"_storage\") },\n handler: async (ctx, args) => {\n return await ctx.storage.getUrl(args.storageId);\n },\n});\n```\n\n## Environment Variables\n\n```bash\n# Set environment variables for your deployment\nnpx convex env set OPENAI_API_KEY sk-...\nnpx convex env set SENDGRID_API_KEY SG...\n\n# List current env vars\nnpx convex env list\n\n# Remove an env var\nnpx convex env unset OPENAI_API_KEY\n```\n\nAccess in actions (NOT in queries or mutations):\n\n```typescript\n// Only available in actions\nconst apiKey = process.env.OPENAI_API_KEY;\n```\n\n## Deployment & CLI\n\n```bash\n# Development (watches for changes, syncs to dev deployment)\nnpx convex dev\n\n# Deploy to production\nnpx convex deploy\n\n# Import data\nnpx convex import --table tasks data.jsonl\n\n# Export data\nnpx convex export --path ./backup\n\n# Open Convex dashboard\nnpx convex dashboard\n\n# Run a function from CLI\nnpx convex run tasks:list\n\n# View logs\nnpx convex logs\n```\n\n## Best Practices\n\n- ✅ Define schemas — adds type safety across your entire stack\n- ✅ Use indexes for queries — avoids full table scans\n- ✅ Use compound indexes with equality filters first, range filter last\n- ✅ Rely on native determinism — `Date.now()` and `Math.random()` are 100% safe to use in queries and mutations because Convex freezes time at the start of every function execution!\n- ✅ Use `v.id(\"tableName\")` for document references instead of plain strings\n- ✅ Use actions for external API calls (never call external APIs from queries or mutations)\n- ✅ Use `ctx.runQuery` / `ctx.runMutation` from actions — never access `ctx.db` directly in actions\n- ✅ Add argument validators to all functions — they enforce runtime type safety\n- ✅ Return `null` when a document isn't found instead of throwing an error unless missing is exceptional\n- ✅ Prefer `withIndex` over `.filter()` for query performance\n\n## Anti-Patterns to Avoid\n\n1. **❌ External API calls in queries/mutations**: Only actions can call external services. Queries and mutations run in the Convex transaction engine.\n2. **❌ Doing slow CPU-bound work in mutations**: Mutations block database commits; offload heavy processing to actions.\n3. **❌ Using `.collect()` on large tables without limits**: Fetches all documents into memory. Use `.take(N)` or `.paginate()`.\n4. **❌ Skipping schema definition**: Without a schema you lose end-to-end type safety, the main Convex advantage.\n5. **❌ Using `.filter()` instead of indexes**: `.filter()` does a full table scan. Define an index and use `.withIndex()`.\n6. **❌ Storing large blobs in documents**: Use Convex file storage (`_storage`) for files; keep documents lean.\n7. **❌ Circular `runQuery`/`runMutation` chains**: Actions calling mutations that schedule actions can create infinite loops.\n\n## Common Pitfalls\n\n- **Problem:** \"Query returns `undefined` on first render\"\n **Solution:** This is expected — Convex queries are async. Check for `undefined` before rendering (this means loading, not empty).\n\n- **Problem:** \"Mutation throws `Document not found`\"\n **Solution:** Documents may have been deleted between your read and write due to optimistic concurrency. Re-read inside the mutation.\n\n- **Problem:** \"`process.env` is undefined in query/mutation\"\n **Solution:** Environment variables are only accessible in **actions** (not queries or mutations) because queries/mutations run in the deterministic transaction engine.\n\n- **Problem:** \"Function handler is too slow\"\n **Solution:** Add indexes for your query patterns. Use `withIndex()` instead of `.filter()`. For complex operations, break into smaller mutations.\n\n- **Problem:** \"Schema push fails with existing data\"\n **Solution:** Convex validates existing data against new schemas. Either migrate existing documents first, or use `v.optional()` for new fields.\n\n## Limitations\n\n- Queries and mutations cannot call external HTTP APIs (use actions instead)\n- No raw SQL — you work with the Convex query builder API\n- Environment variables only available in actions, not in queries or mutations\n- Document size limit of 1MB\n- Maximum function execution time limits apply\n- No server-side rendering of Convex data without specific SSR patterns (use preloading)\n- Schemas are enforced at write-time; changing schemas requires data migration for existing documents\n\n## Related Skills\n\n- `@firebase` — Alternative BaaS with Firestore (compare: Convex is TypeScript-first with ACID transactions)\n- `@supabase-automation` — Alternative with PostgreSQL backend (compare: Convex is document-relational with built-in reactivity)\n- `@prisma-expert` — ORM for traditional databases (Convex replaces both ORM and database)\n- `@react-patterns` — Frontend patterns that pair well with Convex React hooks\n- `@nextjs-app-router` — Next.js App Router integration patterns\n- `@authentication-oauth` — Auth patterns (Convex supports Clerk, Auth0, Convex Auth)\n- `@stripe` — Payment integration via Convex actions and HTTP webhooks\n\n## Resources\n\n- [Official Docs](https://docs.convex.dev)\n- [Convex Stack (Blog)](https://stack.convex.dev)\n- [GitHub](https://github.com/get-convex/convex-backend)\n- [Discord Community](https://convex.dev/community)\n- [Convex Chef (AI 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