NoSQL 數據庫

Rag Pipeline

RAG setup with Elasticsearch as the retrieval backend

patrykkopycinski6

Caching Strategist

Defines caching strategies with cache keys, TTL values, invalidation triggers, consistency patterns, and correctness checklist. Provides code examples for Redis, CDN, and application-level caching. Use when implementing "caching", "performance optimization", "cache strategy", or "Redis caching".

patricio0312rev6

Obsidian Repository

Sub-skill of obsidian: Repository.

Episodic Claw

Local episodic memory engine with Go sidecar for Gemini embeddings

YoshiaKefasu8

Product Roadmap Repository Count

Sub-skill of product-roadmap: Repository Count.

Repo Cleanup Common Hidden Folders

Sub-skill of repo-cleanup: Common Hidden Folders (+2).

Docusaurus Build Fails With Module Not Found

Sub-skill of docusaurus: Build Fails with Module Not Found (+6).

Rag System Builder 1 Cache Embeddings

Sub-skill of rag-system-builder: 1. Cache Embeddings (+2).

Prisma Database Setup Mongodb

MongoDB Setup. Reference when using this Prisma feature.

prisma7

Redis Schema Gen

Generate Redis key patterns and data structures. Use when designing Redis architecture.

Demerzels-lab7

Dexie Cache Sync

Dexie IndexedDB caching layer with Convex sync for local-first architecture. Covers sync hooks, optimistic updates (React state only), cascade deletes, orphan detection, SSR safety. Triggers on "cache", "dexie", "useCacheSync", "optimistic", "offline", "IndexedDB".

planetaryescape7

Couchbase

Couchbase distributed NoSQL database. Use for mobile and edge.

Memcached

Memcached distributed memory caching. Use for simple caching.

Azure Resource Manager Redis Dotnet

Azure Resource Manager SDK for Redis in .NET.

kursku7

Neo4j

Neo4j graph database with Cypher query language. Use for graph-based data.

Couchdb

CouchDB document database with sync. Use for offline-first apps.

Redis

Redis database management. Key-value operations, caching, pub/sub, and data structure commands.

Demerzels-lab7

React Query Patterns

TanStack Query (React Query) patterns for data fetching and caching

bradtaylorsf7

Dbcli Index

Manage database indexes (CREATE/DROP INDEX operations)

tteamtm7

Caching Utilities

Guide for using caching utilities in speedy_utils, including memory, disk, and hybrid caching strategies for sync and async functions.

anhvth7

Mongodb Query Patterns

Use when writing ANY Mongoose query (.find, .findOne, .findById, .aggregate, .populate), adding database operations to services or controllers, wiring data between services, building endpoints that read or write to MongoDB, or reviewing code that chains service calls. TRIGGER especially when about to write a new findById or pass an ID where a document could be passed instead.

9tykeshav7

Redis Gen

Generate Redis key patterns and data structure designs. Use when planning your Redis architecture.

Demerzels-lab7

Caching Strategies

Caching patterns. HTTP caching, Redis, CDN, browser cache, cache invalidation strategies.

skeletorflet6

Storage Sync

Synchronize memories between Turso (durable) and redb (cache) storage layers. Use when cache appears stale, after failures, or during periodic maintenance.

d-o-hub6

Add Model

Create a new Django model in a module. Use when adding models, database tables, or data classes.

Tetra-Research6

Index Design

Guide optimal index mapping and design for Elasticsearch

patrykkopycinski6