Skip to main content Guidelines for building production-ready Convex apps covering function organization, query patterns, validation, TypeScript usage, error handling, and the Zen of Convex design philosophy
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Convex Best Practices
Build production-ready Convex applications by following established patterns for function organization, query optimization, validation, TypeScript usage, and error handling.
Code Quality
All patterns in this skill comply with @convex-dev/eslint-plugin. Install it for build-time validation:
npm i @convex-dev/eslint-plugin --save-dev
// eslint.config.js
import { defineConfig } from "eslint/config";
import convexPlugin from "@convex-dev/eslint-plugin";
export default defineConfig([
...convexPlugin.configs.recommended,
]);
The plugin enforces four rules:
Rule What it enforces no-old-registered-function-syntaxObject syntax with handler
require-argument-validators
args: {} on all functions
explicit-table-idsTable name in db operations
import-wrong-runtimeNo Node imports in Convex runtime
Documentation Sources Before implementing, do not assume; fetch the latest documentation:
Instructions
The Zen of Convex
Convex manages the hard parts - Let Convex handle caching, real-time sync, and consistency
Functions are the API - Design your functions as your application's interface
Schema is truth - Define your data model explicitly in schema.ts
TypeScript everywhere - Leverage end-to-end type safety
Queries are reactive - Think in terms of subscriptions, not requests
Function Organization Organize your Convex functions by domain:
// convex/users.ts - User-related functions
import { query, mutation } from "./_generated/server";
import { v } from "convex/values";
export const get = query({
args: { userId: v.id("users") },
returns: v.union(
v.object({
_id: v.id("users"),
_creationTime: v.number(),
name: v.string(),
email: v.string(),
}),
v.null(),
),
handler: async (ctx, args) => {
return await ctx.db.get("users", args.userId);
},
});
Argument and Return Validation Always define validators for arguments AND return types:
export const createTask = mutation({
args: {
title: v.string(),
description: v.optional(v.string()),
priority: v.union(v.literal("low"), v.literal("medium"), v.literal("high")),
},
returns: v.id("tasks"),
handler: async (ctx, args) => {
return await ctx.db.insert("tasks", {
title: args.title,
description: args.description,
priority: args.priority,
completed: false,
createdAt: Date.now(),
});
},
});
Query Patterns Use indexes instead of filters for efficient queries:
// Schema with index
export default defineSchema({
tasks: defineTable({
userId: v.id("users"),
status: v.string(),
createdAt: v.number(),
})
.index("by_user", ["userId"])
.index("by_user_and_status", ["userId", "status"]),
});
// Query using index
export const getTasksByUser = query({
args: { userId: v.id("users") },
returns: v.array(
v.object({
_id: v.id("tasks"),
_creationTime: v.number(),
userId: v.id("users"),
status: v.string(),
createdAt: v.number(),
}),
),
handler: async (ctx, args) => {
return await ctx.db
.query("tasks")
.withIndex("by_user", (q) => q.eq("userId", args.userId))
.order("desc")
.collect();
},
});
Error Handling Use ConvexError for user-facing errors:
import { ConvexError } from "convex/values";
export const updateTask = mutation({
args: {
taskId: v.id("tasks"),
title: v.string(),
},
returns: v.null(),
handler: async (ctx, args) => {
const task = await ctx.db.get("tasks", args.taskId);
if (!task) {
throw new ConvexError({
code: "NOT_FOUND",
message: "Task not found",
});
}
await ctx.db.patch("tasks", args.taskId, { title: args.title });
return null;
},
});
Avoiding Write Conflicts (Optimistic Concurrency Control) Convex uses OCC. Follow these patterns to minimize conflicts:
// GOOD: Make mutations idempotent
export const completeTask = mutation({
args: { taskId: v.id("tasks") },
returns: v.null(),
handler: async (ctx, args) => {
const task = await ctx.db.get("tasks", args.taskId);
// Early return if already complete (idempotent)
if (!task || task.status === "completed") {
return null;
}
await ctx.db.patch("tasks", args.taskId, {
status: "completed",
completedAt: Date.now(),
});
return null;
},
});
// GOOD: Patch directly without reading first when possible
export const updateNote = mutation({
args: { id: v.id("notes"), content: v.string() },
returns: v.null(),
handler: async (ctx, args) => {
// Patch directly - ctx.db.patch throws if document doesn't exist
await ctx.db.patch("notes", args.id, { content: args.content });
return null;
},
});
// GOOD: Use Promise.all for parallel independent updates
export const reorderItems = mutation({
args: { itemIds: v.array(v.id("items")) },
returns: v.null(),
handler: async (ctx, args) => {
const updates = args.itemIds.map((id, index) =>
ctx.db.patch("items", id, { order: index }),
);
await Promise.all(updates);
return null;
},
});
TypeScript Best Practices import { Id, Doc } from "./_generated/dataModel";
// Use Id type for document references
type UserId = Id<"users">;
// Use Doc type for full documents
type User = Doc<"users">;
// Define Record types properly
const userScores: Record<Id<"users">, number> = {};
Internal vs Public Functions // Public function - exposed to clients
export const getUser = query({
args: { userId: v.id("users") },
returns: v.union(
v.null(),
v.object({
/* ... */
}),
),
handler: async (ctx, args) => {
// ...
},
});
// Internal function - only callable from other Convex functions
export const _updateUserStats = internalMutation({
args: { userId: v.id("users") },
returns: v.null(),
handler: async (ctx, args) => {
// ...
},
});
Examples
Complete CRUD Pattern // convex/tasks.ts
import { query, mutation } from "./_generated/server";
import { v } from "convex/values";
import { ConvexError } from "convex/values";
const taskValidator = v.object({
_id: v.id("tasks"),
_creationTime: v.number(),
title: v.string(),
completed: v.boolean(),
userId: v.id("users"),
});
export const list = query({
args: { userId: v.id("users") },
returns: v.array(taskValidator),
handler: async (ctx, args) => {
return await ctx.db
.query("tasks")
.withIndex("by_user", (q) => q.eq("userId", args.userId))
.collect();
},
});
export const create = mutation({
args: {
title: v.string(),
userId: v.id("users"),
},
returns: v.id("tasks"),
handler: async (ctx, args) => {
return await ctx.db.insert("tasks", {
title: args.title,
completed: false,
userId: args.userId,
});
},
});
export const update = mutation({
args: {
taskId: v.id("tasks"),
title: v.optional(v.string()),
completed: v.optional(v.boolean()),
},
returns: v.null(),
handler: async (ctx, args) => {
const { taskId, ...updates } = args;
// Remove undefined values
const cleanUpdates = Object.fromEntries(
Object.entries(updates).filter(([_, v]) => v !== undefined),
);
if (Object.keys(cleanUpdates).length > 0) {
await ctx.db.patch("tasks", taskId, cleanUpdates);
}
return null;
},
});
export const remove = mutation({
args: { taskId: v.id("tasks") },
returns: v.null(),
handler: async (ctx, args) => {
await ctx.db.delete("tasks", args.taskId);
return null;
},
});
Best Practices
Never run npx convex deploy unless explicitly instructed
Never run any git commands unless explicitly instructed
Always define return validators for functions
Use indexes for all queries that filter data
Make mutations idempotent to handle retries gracefully
Use ConvexError for user-facing error messages
Organize functions by domain (users.ts, tasks.ts, etc.)
Use internal functions for sensitive operations
Leverage TypeScript's Id and Doc types
Common Pitfalls
Using filter instead of withIndex - Always define indexes and use withIndex
Missing return validators - Always specify the returns field
Non-idempotent mutations - Check current state before updating
Reading before patching unnecessarily - Patch directly when possible
Not handling null returns - Document IDs might not exist
References Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets.
Set up and use 1Password CLI (op). Use when installing the CLI, enabling desktop app integration, signing in (single or multi-account), or reading/injecting/running secrets via op.
CLI to manage emails via IMAP/SMTP. Use `himalaya` to list, read, write, reply, forward, search, and organize emails from the terminal. Supports multiple accounts and message composition with MML (MIME Meta Language).