Why Use This This skill provides specialized capabilities for aiskillstore's codebase.
Use Cases Developing new features in the aiskillstore repository Refactoring existing code to follow aiskillstore standards Understanding and working with aiskillstore's codebase structure
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Updated At Jan 19, 2026, 04:39 AM
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---
name: remix-cache
description: A type-safe, Redis-backed caching library for Remix applications with SSE-based real-time invalidation, stale-while-revalidate, pattern matching, and automatic React revalidation. Use when working with Remix caching, Redis, cache invalidation, implementing caching strategies, or real-time data synchronization in Remix apps.
---
# Remix Cache Skill
Expert guidance for using remix-cache, a production-ready caching library for Remix applications.
## When to use this skill
Use this skill when the user asks about:
- Implementing caching in Remix applications
- Redis-backed caching strategies
- Cache invalidation (by key, tag, or pattern)
- Real-time cache synchronization with SSE
- Stale-while-revalidate patterns
- Type-safe cache definitions
- React hooks for automatic revalidation
- Performance optimization with caching
- Server vs serverless caching modes
- Circuit breaker patterns for cache failures
## Quick reference
### Basic setup
```typescript
// app/cache.server.ts
import { createCache } from 'remix-cache/server'
export const cache = createCache({
redis: { host: process.env.REDIS_HOST, port: 6379 },
prefix: 'myapp',
})
export const userCache = cache.define({
name: 'user',
key: (userId: string) => userId,
fetch: async (userId: string) => db.user.findUnique({ where: { id: userId } }),
ttl: 300,
})
```
### Use in loaders
```typescript
export async function loader({ params }: LoaderFunctionArgs) {
const user = await userCache.get(params.userId)
return json({ user })
}
```
### Invalidation
```typescript
// By key
await cache.invalidate({ key: 'myapp:user:123' })
// By tag
await cache.invalidateByTag('product')
// By pattern
await cache.invalidateByPattern('user:*')
```
### Real-time React revalidation
```typescript
// app/root.tsx
<CacheProvider endpoint="/api/cache-events">
<Outlet />
</CacheProvider>
// Component
useCache({ tags: ['user'], debounce: 200 })
```
## Detailed documentation
For comprehensive guidance on specific topics, see:
- **[GETTING_STARTED.md](GETTING_STARTED.md)** - Installation, setup, and first cache definition
- **[API_REFERENCE.md](API_REFERENCE.md)** - Complete API documentation for all methods and options
- **[PATTERNS.md](PATTERNS.md)** - Common caching patterns and best practices
- **[REACT_INTEGRATION.md](REACT_INTEGRATION.md)** - SSE setup and React hooks for real-time invalidation
- **[EXAMPLES.md](EXAMPLES.md)** - Real-world examples (e-commerce, sessions, API caching)
- **[TROUBLESHOOTING.md](TROUBLESHOOTING.md)** - Common issues and solutions
- **[TESTING.md](TESTING.md)** - Testing strategies and patterns
## Key capabilities
### 1. Type-safe cache definitions
Perfect TypeScript inference for cache keys and values. See [API_REFERENCE.md](API_REFERENCE.md#cache-definitions).
### 2. Advanced TTL strategies
- **Stale-while-revalidate**: Serve stale data while fetching fresh
- **Sliding window**: Reset TTL on each access
- **Conditional TTL**: Dynamic TTL based on data
See [PATTERNS.md](PATTERNS.md#ttl-strategies).
### 3. Multi-level invalidation
- **By key**: Invalidate specific entries
- **By tag**: Invalidate groups of related entries
- **By pattern**: Invalidate using glob patterns
- **Cascading**: Automatic dependent invalidation
See [API_REFERENCE.md](API_REFERENCE.md#invalidation).
### 4. Real-time synchronization
- **SSE endpoint**: Stream invalidation events to clients
- **React hooks**: Automatic revalidation on cache changes
- **Filtering**: Revalidate only for specific keys/tags/patterns
See [REACT_INTEGRATION.md](REACT_INTEGRATION.md).
### 5. Resilience features
- **Circuit breaker**: Graceful degradation when Redis fails
- **Request deduplication**: Prevent cache stampede
- **Error events**: Monitor and track failures
See [PATTERNS.md](PATTERNS.md#resilience).
### 6. Deployment flexibility
- **Server mode**: Two-tier caching (local LRU + Redis)
- **Serverless mode**: Redis-only with versioned keys
See [API_REFERENCE.md](API_REFERENCE.md#deployment-modes).
## File structure in this repository
The remix-cache library is organized as:
```
src/
├── server/ # Server-side cache implementation
│ ├── cache.ts # Main cache class
│ ├── definition.ts # Cache definition implementation
│ ├── sse-handler.ts # SSE endpoint generator
│ ├── local-cache.ts # In-memory LRU cache
│ ├── circuit-breaker.ts # Circuit breaker pattern
│ └── deduplicator.ts # Request deduplication
├── react/ # React integration
│ ├── provider.tsx # CacheProvider component
│ ├── use-cache.ts # useCache hook
│ └── context.tsx # React context
├── types/ # TypeScript type definitions
│ ├── cache.ts
│ ├── definition.ts
│ └── events.ts
└── utils/ # Utility functions
├── key-builder.ts # Cache key generation
├── pattern-match.ts # Glob pattern matching
└── env-detect.ts # Environment detection
```
## Common workflows
### Setting up a new cache
1. Read [GETTING_STARTED.md](GETTING_STARTED.md) for basic setup
2. Create cache instance in `app/cache.server.ts`
3. Define cache definitions for your data types
4. Use in loaders/actions
5. Set up SSE endpoint for real-time invalidation (see [REACT_INTEGRATION.md](REACT_INTEGRATION.md))
6. Add React hooks to components that need auto-revalidation
### Implementing cache invalidation
1. Identify invalidation strategy (key/tag/pattern)
2. Add tags to cache definitions if needed
3. Call invalidation methods in actions
4. Verify invalidation events are fired
5. Test React components revalidate correctly
### Debugging cache issues
1. Check [TROUBLESHOOTING.md](TROUBLESHOOTING.md) for common issues
2. Enable event listeners to monitor cache behavior
3. Verify Redis connection and configuration
4. Check circuit breaker state
5. Inspect SSE connection in browser DevTools
### Writing tests
See [TESTING.md](TESTING.md) for:
- Unit testing cache definitions
- Integration testing with Redis
- Mocking cache in tests
- Testing invalidation logic
- Testing React components with cache
## Environment variables
```bash
REDIS_HOST=localhost
REDIS_PORT=6379
REDIS_PASSWORD=your-password
CACHE_PREFIX=myapp
CACHE_DEFAULT_TTL=300
NODE_ENV=production
```
## Implementation notes
When helping users implement remix-cache:
1. **Always ensure type safety**: The library provides perfect TypeScript inference
2. **Consider deployment mode**: Ask if serverless or server-based
3. **Plan invalidation strategy**: Tags are more flexible than keys
4. **Set appropriate TTLs**: Balance freshness with performance
5. **Monitor errors**: Always set up error event listeners
6. **Test thoroughly**: Cache bugs can be subtle, see [TESTING.md](TESTING.md)
7. **Close connections**: Especially important in tests
## Getting help
For specific topics:
- New to the library? → [GETTING_STARTED.md](GETTING_STARTED.md)
- Looking for API details? → [API_REFERENCE.md](API_REFERENCE.md)
- Need implementation patterns? → [PATTERNS.md](PATTERNS.md) and [EXAMPLES.md](EXAMPLES.md)
- Setting up React integration? → [REACT_INTEGRATION.md](REACT_INTEGRATION.md)
- Encountering issues? → [TROUBLESHOOTING.md](TROUBLESHOOTING.md)
- Writing tests? → [TESTING.md](TESTING.md)
## Version
This skill covers remix-cache v0.1.0 with complete implementation of Phases 1-5:
- ✅ Core caching with Redis backend
- ✅ Type-safe cache definitions
- ✅ Stale-while-revalidate
- ✅ Sliding window TTL
- ✅ Pattern & tag-based invalidation
- ✅ Circuit breaker pattern
- ✅ Request deduplication
- ✅ Server/serverless modes
- ✅ SSE real-time invalidation
- ✅ React hooks for auto-revalidation