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redis-gen skill

/skills/lxgicstudios/redis-gen

This skill helps you design optimal Redis key patterns and data structures, with TTLs and operation examples for fast, scalable caching.

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SKILL.md
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---
name: redis-gen
description: Generate Redis key patterns and data structure designs. Use when planning your Redis architecture.
---

# Redis Gen

Redis is fast but designing key patterns is an art. This tool helps you plan your Redis schema with proper key naming, TTLs, and data structures. Stop guessing whether to use a hash or a sorted set.

**One command. Zero config. Just works.**

## Quick Start

```bash
npx ai-redis-schema "user sessions with activity tracking"
```

## What It Does

- Generates optimal key patterns for your use case
- Recommends the right data structures (strings, hashes, sets, sorted sets, lists)
- Includes TTL recommendations for cache invalidation
- Provides example commands for common operations
- Documents memory considerations

## Usage Examples

```bash
# Design session storage
npx ai-redis-schema "user sessions with last active timestamp"

# Rate limiting schema
npx ai-redis-schema "api rate limiting per user per endpoint"

# Leaderboard design
npx ai-redis-schema "game leaderboard with weekly and all-time scores"

# Real-time features
npx ai-redis-schema "online presence tracking for chat app"
```

## Best Practices

- **Namespace your keys** - Use colons to separate: `user:123:sessions`
- **Include TTLs** - Most Redis data should expire. Don't fill memory forever.
- **Think about scans** - Avoid patterns that require KEYS in production
- **Consider memory** - Hashes are memory-efficient. Strings are not.

## When to Use This

- Starting a new feature that needs Redis caching
- Refactoring existing Redis usage that got messy
- Learning Redis and want to see idiomatic patterns
- Need to document your Redis schema for the team

## Part of the LXGIC Dev Toolkit

This is one of 110+ free developer tools built by LXGIC Studios. No paywalls, no sign-ups, no API keys on free tiers. Just tools that work.

**Find more:**
- GitHub: https://github.com/LXGIC-Studios
- Twitter: https://x.com/lxgicstudios
- Substack: https://lxgicstudios.substack.com
- Website: https://lxgic.dev

## Requirements

No install needed. Just run with npx. Node.js 18+ recommended. Requires OPENAI_API_KEY environment variable.

```bash
export OPENAI_API_KEY=sk-...
npx ai-redis-schema --help
```

## How It Works

Takes your use case description and applies Redis best practices to design an appropriate schema. Considers data access patterns, memory efficiency, and common pitfalls. Outputs a complete schema document with key patterns, data types, and example operations.

## License

MIT. Free forever. Use it however you want.

Overview

This skill generates Redis key patterns and data structure designs to help you plan efficient Redis schemas. It provides concrete key naming, TTL recommendations, and data structure suggestions so you can avoid common pitfalls. Use it to reduce guesswork and document a consistent Redis architecture for your team.

How this skill works

Provide a short description of the feature or access pattern and the skill analyzes it against Redis best practices. It outputs key naming conventions, recommended data types (strings, hashes, lists, sets, sorted sets), TTL guidance, example commands for common operations, and memory considerations. The generator factors in access patterns, eviction needs, and scanning costs to produce a practical, production-ready schema.

When to use it

  • Designing session storage, caching, or ephemeral data structures
  • Refactoring messy or inconsistent Redis key usage
  • Planning rate limiter or leaderboard implementations
  • Documenting Redis schema for team handoff or onboarding
  • Learning idiomatic Redis patterns from practical examples

Best practices

  • Namespace keys using consistent separators (for example, colons) to enable predictable patterns
  • Attach TTLs for cache and ephemeral structures to avoid unbounded memory growth
  • Prefer hashes for many small fields per object to save memory and reduce key counts
  • Avoid KEYS or full scans in production; design patterns that allow scoped SCAN or indexed sets
  • Choose sorted sets for score or time-ordered queries and lists for simple FIFO queues

Example use cases

  • User session store with last-active timestamp, TTLs, and quick lookup by session ID
  • Per-user per-endpoint rate limiter using leaky-bucket or fixed-window patterns with TTL
  • Game leaderboard with weekly and all-time sorted sets and efficient aggregate updates
  • Online presence tracking for chat apps using sets and TTLs to reflect transient connectivity
  • Caching API responses with versioned key patterns and eviction TTLs

FAQ

Do I need to install anything to run this generator?

No install is required; run via npx with Node.js 18+ and an OPENAI_API_KEY environment variable.

Will it produce commands I can run directly?

Yes. Outputs include example Redis commands for CRUD, TTL management, and common queries tailored to the schema.