convex-realtime
Patterns for building reactive apps including subscription management, optimistic updates, cache behavior, and paginated queries with cursor-based loading
Best use case
convex-realtime is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
Patterns for building reactive apps including subscription management, optimistic updates, cache behavior, and paginated queries with cursor-based loading
Teams using convex-realtime should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/convex-realtime/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How convex-realtime Compares
| Feature / Agent | convex-realtime | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
Patterns for building reactive apps including subscription management, optimistic updates, cache behavior, and paginated queries with cursor-based loading
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
SKILL.md Source
# Convex Realtime
Build reactive applications with Convex's real-time subscriptions, optimistic updates, intelligent caching, and cursor-based pagination.
## Documentation Sources
Before implementing, do not assume; fetch the latest documentation:
- Primary: https://docs.convex.dev/client/react
- Optimistic Updates: https://docs.convex.dev/client/react/optimistic-updates
- Pagination: https://docs.convex.dev/database/pagination
- For broader context: https://docs.convex.dev/llms.txt
## Instructions
### How Convex Realtime Works
1. **Automatic Subscriptions** - useQuery creates a subscription that updates automatically
2. **Smart Caching** - Query results are cached and shared across components
3. **Consistency** - All subscriptions see a consistent view of the database
4. **Efficient Updates** - Only re-renders when relevant data changes
### Basic Subscriptions
```typescript
// React component with real-time data
import { useQuery } from "convex/react";
import { api } from "../convex/_generated/api";
function TaskList({ userId }: { userId: Id<"users"> }) {
// Automatically subscribes and updates in real-time
const tasks = useQuery(api.tasks.list, { userId });
if (tasks === undefined) {
return <div>Loading...</div>;
}
return (
<ul>
{tasks.map((task) => (
<li key={task._id}>{task.title}</li>
))}
</ul>
);
}
```
### Conditional Queries
```typescript
import { useQuery } from "convex/react";
import { api } from "../convex/_generated/api";
function UserProfile({ userId }: { userId: Id<"users"> | null }) {
// Skip query when userId is null
const user = useQuery(
api.users.get,
userId ? { userId } : "skip"
);
if (userId === null) {
return <div>Select a user</div>;
}
if (user === undefined) {
return <div>Loading...</div>;
}
return <div>{user.name}</div>;
}
```
### Mutations with Real-time Updates
```typescript
import { useMutation, useQuery } from "convex/react";
import { api } from "../convex/_generated/api";
function TaskManager({ userId }: { userId: Id<"users"> }) {
const tasks = useQuery(api.tasks.list, { userId });
const createTask = useMutation(api.tasks.create);
const toggleTask = useMutation(api.tasks.toggle);
const handleCreate = async (title: string) => {
// Mutation triggers automatic re-render when data changes
await createTask({ title, userId });
};
const handleToggle = async (taskId: Id<"tasks">) => {
await toggleTask({ taskId });
};
return (
<div>
<button onClick={() => handleCreate("New Task")}>Add Task</button>
<ul>
{tasks?.map((task) => (
<li key={task._id} onClick={() => handleToggle(task._id)}>
{task.completed ? "✓" : "○"} {task.title}
</li>
))}
</ul>
</div>
);
}
```
### Optimistic Updates
Show changes immediately before server confirmation:
```typescript
import { useMutation, useQuery } from "convex/react";
import { api } from "../convex/_generated/api";
import { Id } from "../convex/_generated/dataModel";
function TaskItem({ task }: { task: Task }) {
const toggleTask = useMutation(api.tasks.toggle).withOptimisticUpdate(
(localStore, args) => {
const { taskId } = args;
const currentValue = localStore.getQuery(api.tasks.get, { taskId });
if (currentValue !== undefined) {
localStore.setQuery(api.tasks.get, { taskId }, {
...currentValue,
completed: !currentValue.completed,
});
}
}
);
return (
<div onClick={() => toggleTask({ taskId: task._id })}>
{task.completed ? "✓" : "○"} {task.title}
</div>
);
}
```
### Optimistic Updates for Lists
```typescript
import { useMutation } from "convex/react";
import { api } from "../convex/_generated/api";
function useCreateTask(userId: Id<"users">) {
return useMutation(api.tasks.create).withOptimisticUpdate(
(localStore, args) => {
const { title, userId } = args;
const currentTasks = localStore.getQuery(api.tasks.list, { userId });
if (currentTasks !== undefined) {
// Add optimistic task to the list
const optimisticTask = {
_id: crypto.randomUUID() as Id<"tasks">,
_creationTime: Date.now(),
title,
userId,
completed: false,
};
localStore.setQuery(api.tasks.list, { userId }, [
optimisticTask,
...currentTasks,
]);
}
}
);
}
```
### Cursor-Based Pagination
```typescript
// convex/messages.ts
import { query } from "./_generated/server";
import { v } from "convex/values";
import { paginationOptsValidator } from "convex/server";
export const listPaginated = query({
args: {
channelId: v.id("channels"),
paginationOpts: paginationOptsValidator,
},
handler: async (ctx, args) => {
return await ctx.db
.query("messages")
.withIndex("by_channel", (q) => q.eq("channelId", args.channelId))
.order("desc")
.paginate(args.paginationOpts);
},
});
```
```typescript
// React component with pagination
import { usePaginatedQuery } from "convex/react";
import { api } from "../convex/_generated/api";
function MessageList({ channelId }: { channelId: Id<"channels"> }) {
const { results, status, loadMore } = usePaginatedQuery(
api.messages.listPaginated,
{ channelId },
{ initialNumItems: 20 }
);
return (
<div>
{results.map((message) => (
<div key={message._id}>{message.content}</div>
))}
{status === "CanLoadMore" && (
<button onClick={() => loadMore(20)}>Load More</button>
)}
{status === "LoadingMore" && <div>Loading...</div>}
{status === "Exhausted" && <div>No more messages</div>}
</div>
);
}
```
### Infinite Scroll Pattern
```typescript
import { usePaginatedQuery } from "convex/react";
import { useEffect, useRef } from "react";
import { api } from "../convex/_generated/api";
function InfiniteMessageList({ channelId }: { channelId: Id<"channels"> }) {
const { results, status, loadMore } = usePaginatedQuery(
api.messages.listPaginated,
{ channelId },
{ initialNumItems: 20 }
);
const observerRef = useRef<IntersectionObserver>();
const loadMoreRef = useRef<HTMLDivElement>(null);
useEffect(() => {
if (observerRef.current) {
observerRef.current.disconnect();
}
observerRef.current = new IntersectionObserver((entries) => {
if (entries[0].isIntersecting && status === "CanLoadMore") {
loadMore(20);
}
});
if (loadMoreRef.current) {
observerRef.current.observe(loadMoreRef.current);
}
return () => observerRef.current?.disconnect();
}, [status, loadMore]);
return (
<div>
{results.map((message) => (
<div key={message._id}>{message.content}</div>
))}
<div ref={loadMoreRef} style={{ height: 1 }} />
{status === "LoadingMore" && <div>Loading...</div>}
</div>
);
}
```
### Multiple Subscriptions
```typescript
import { useQuery } from "convex/react";
import { api } from "../convex/_generated/api";
function Dashboard({ userId }: { userId: Id<"users"> }) {
// Multiple subscriptions update independently
const user = useQuery(api.users.get, { userId });
const tasks = useQuery(api.tasks.list, { userId });
const notifications = useQuery(api.notifications.unread, { userId });
const isLoading = user === undefined ||
tasks === undefined ||
notifications === undefined;
if (isLoading) {
return <div>Loading...</div>;
}
return (
<div>
<h1>Welcome, {user.name}</h1>
<p>You have {tasks.length} tasks</p>
<p>{notifications.length} unread notifications</p>
</div>
);
}
```
## Examples
### Real-time Chat Application
```typescript
// convex/messages.ts
import { query, mutation } from "./_generated/server";
import { v } from "convex/values";
export const list = query({
args: { channelId: v.id("channels") },
returns: v.array(v.object({
_id: v.id("messages"),
_creationTime: v.number(),
content: v.string(),
authorId: v.id("users"),
authorName: v.string(),
})),
handler: async (ctx, args) => {
const messages = await ctx.db
.query("messages")
.withIndex("by_channel", (q) => q.eq("channelId", args.channelId))
.order("desc")
.take(100);
// Enrich with author names
return Promise.all(
messages.map(async (msg) => {
const author = await ctx.db.get(msg.authorId);
return {
...msg,
authorName: author?.name ?? "Unknown",
};
})
);
},
});
export const send = mutation({
args: {
channelId: v.id("channels"),
authorId: v.id("users"),
content: v.string(),
},
returns: v.id("messages"),
handler: async (ctx, args) => {
return await ctx.db.insert("messages", {
channelId: args.channelId,
authorId: args.authorId,
content: args.content,
});
},
});
```
```typescript
// ChatRoom.tsx
import { useQuery, useMutation } from "convex/react";
import { api } from "../convex/_generated/api";
import { useState, useRef, useEffect } from "react";
function ChatRoom({ channelId, userId }: Props) {
const messages = useQuery(api.messages.list, { channelId });
const sendMessage = useMutation(api.messages.send);
const [input, setInput] = useState("");
const messagesEndRef = useRef<HTMLDivElement>(null);
// Auto-scroll to bottom on new messages
useEffect(() => {
messagesEndRef.current?.scrollIntoView({ behavior: "smooth" });
}, [messages]);
const handleSend = async (e: React.FormEvent) => {
e.preventDefault();
if (!input.trim()) return;
await sendMessage({
channelId,
authorId: userId,
content: input.trim(),
});
setInput("");
};
return (
<div className="chat-room">
<div className="messages">
{messages?.map((msg) => (
<div key={msg._id} className="message">
<strong>{msg.authorName}:</strong> {msg.content}
</div>
))}
<div ref={messagesEndRef} />
</div>
<form onSubmit={handleSend}>
<input
value={input}
onChange={(e) => setInput(e.target.value)}
placeholder="Type a message..."
/>
<button type="submit">Send</button>
</form>
</div>
);
}
```
## Best Practices
- Never run `npx convex deploy` unless explicitly instructed
- Never run any git commands unless explicitly instructed
- Use "skip" for conditional queries instead of conditionally calling hooks
- Implement optimistic updates for better perceived performance
- Use usePaginatedQuery for large datasets
- Handle undefined state (loading) explicitly
- Avoid unnecessary re-renders by memoizing derived data
## Common Pitfalls
1. **Conditional hook calls** - Use "skip" instead of if statements
2. **Not handling loading state** - Always check for undefined
3. **Missing optimistic update rollback** - Optimistic updates auto-rollback on error
4. **Over-fetching with pagination** - Use appropriate page sizes
5. **Ignoring subscription cleanup** - React handles this automatically
## References
- Convex Documentation: https://docs.convex.dev/
- Convex LLMs.txt: https://docs.convex.dev/llms.txt
- React Client: https://docs.convex.dev/client/react
- Optimistic Updates: https://docs.convex.dev/client/react/optimistic-updates
- Pagination: https://docs.convex.dev/database/paginationRelated Skills
convex
Routing skill for Convex work in this repo. Use when the user explicitly invokes the `convex` skill, asks which Convex workflow or skill to use, or says they are working on a Convex app without naming a specific task yet. Do not prefer this skill when the request is clearly about setting up Convex, authentication, components, migrations, or performance.
convex-setup-auth
Sets up Convex authentication with user management, identity mapping, and access control. Use this skill when adding login or signup to a Convex app, configuring Convex Auth, Clerk, WorkOS AuthKit, Auth0, or custom JWT providers, wiring auth.config.ts, protecting queries and mutations with ctx.auth.getUserIdentity(), creating a users table with identity mapping, or setting up role-based access control, even if the user just says "add auth" or "make it require login."
convex-security-check
Quick security audit checklist covering authentication, function exposure, argument validation, row-level access control, and environment variable handling
convex-security-audit
Deep security review patterns for authorization logic, data access boundaries, action isolation, rate limiting, and protecting sensitive operations
convex-schema-validator
Defining and validating database schemas with proper typing, index configuration, optional fields, unions, and migration strategies for schema changes
convex-quickstart
Initializes a new Convex project from scratch or adds Convex to an existing app. Use this skill when starting a new project with Convex, scaffolding with npm create convex@latest, adding Convex to an existing React, Next.js, Vue, Svelte, or other frontend, wiring up ConvexProvider, configuring environment variables for the deployment URL, or running npx convex dev for the first time, even if the user just says "set up Convex" or "add a backend."
convex-performance-patterns
Guide for Convex performance optimization including denormalization, index design, avoiding N+1 queries, OCC (Optimistic Concurrency Control), and handling hot spots. Use when optimizing query performance, designing data models, handling high-contention writes, or troubleshooting OCC errors. Activates for performance issues, index optimization, denormalization patterns, or concurrency control tasks.
convex-performance-audit
Audits and optimizes Convex application performance across hot-path reads, write contention, subscription cost, and function limits. Use this skill when a Convex feature is slow or expensive, npx convex insights shows high bytes or documents read, OCC conflict errors or mutation retries appear, subscriptions or UI updates are costly, functions hit execution or transaction limits, or the user mentions performance, latency, read amplification, or invalidation problems in a Convex app.
convex-migrations
Schema migration strategies for evolving applications including adding new fields, backfilling data, removing deprecated fields, index migrations, and zero-downtime migration patterns
convex-migration-helper
Plans and executes safe Convex schema and data migrations using the widen-migrate-narrow workflow and the @convex-dev/migrations component. Use this skill when a deployment fails schema validation, existing documents need backfilling, fields need adding or removing or changing type, tables need splitting or merging, or a zero-downtime migration strategy is needed. Also use when the user mentions breaking schema changes, multi-deploy rollouts, or data transformations on existing Convex tables.
convex-http-actions
External API integration and webhook handling including HTTP endpoint routing, request/response handling, authentication, CORS configuration, and webhook signature validation
convex-helpers-patterns
Guide for convex-helpers library patterns including Triggers, Row-Level Security (RLS), Relationship helpers, Custom Functions, Rate Limiting, and Workpool. Use when implementing automatic side effects, access control, relationship traversal, auth wrappers, or concurrency management. Activates for triggers setup, RLS implementation, custom function wrappers, or convex-helpers integration tasks.