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NoSQL Databases

Browse agent skills for MongoDB, Redis, and NoSQL database systems. Work with document and key-value stores.

Redisデータ構造パターン、キャッシング戦略、分散ロック、レート制限、Pub/Sub、本番アプリケーション用コネクション管理。

RightNow-AI/openfang

Elasticsearch expert for queries, mappings, aggregations, index management, and cluster operations

RightNow-AI/openfang

Redis expert for data structures, caching patterns, Lua scripting, and cluster operations

abpframework/abp

ABP MongoDB patterns - AbpMongoDbContext, IMongoCollection, MongoDbRepository, no migrations, embedded documents vs references, manual UpdateAsync required. Use when working in MongoDB projects or implementing MongoDB repositories in ABP.

laravel-mongodb

mongodb/laravel-mongodb

Implementation specialist for the mongodb/laravel-mongodb package. Triggers on "Laravel MongoDB", "mongodb/laravel-mongodb", "Eloquent MongoDB", "MongoDB model", "_id", "ObjectId in Laravel", "MongoDB queue/cache/session driver", "Atlas Search Laravel", "Laravel Scout MongoDB", "embedsMany", "embedsOne", "withCount MongoDB", "distinct MongoDB", "distinct array MongoDB", "get unique values MongoDB", "Laravel aggregation pipeline", "cross-database relationship MongoDB". Corrects LLM mistakes when MySQL/Eloquent patterns are applied to MongoDB.

redis-development

midudev/autoskills

Redis performance optimization and best practices. Use this skill when working with Redis data structures, Redis Query Engine (RQE), vector search with RedisVL, semantic caching with LangCache, or optimizing Redis performance.

NomaDamas/k-skill

Search local KakaoTalk archives on Apple Silicon macOS through the katok CLI.

add-ci-platform

RediSearch/RediSearch

Add a new OS platform to RediSearch CI. Use when adding a new distro version, OS, or container target to the build/test matrix.

PurpleAILAB/Decepticon

NoSQL injection — MongoDB operator injection ($ne, $gt, $where, $regex), CouchDB / Firebase / Redis attack patterns, auth bypass, blind extraction.

Optional Sergo examples for cache formats and reporting templates.

Vercel storage expert guidance — Blob, Edge Config, and Marketplace storage (Neon Postgres, Upstash Redis). Use when choosing, configuring, or using data storage with Vercel applications.

index-at-creation

parcadei/Continuous-Claude-v3

Index at Creation Time

db-core-collection-setup

Creating typed collections with createCollection. Adapter selection: queryCollectionOptions (REST/TanStack Query), electricCollectionOptions (ElectricSQL real-time sync), powerSyncCollectionOptions (PowerSync SQLite), rxdbCollectionOptions (RxDB), trailbaseCollectionOptions (TrailBase), localOnlyCollectionOptions, localStorageCollectionOptions. CollectionConfig options: getKey, schema, sync, gcTime, autoIndex (default off), defaultIndexType, syncMode (eager/on-demand, plus progressive for Electric). StandardSchema validation with Zod/Valibot/ArkType. Collection lifecycle (idle/loading/ready/error). Adapter-specific sync patterns including Electric txid tracking, Query direct writes, and PowerSync query-driven sync with onLoad/onLoadSubset hooks.

upstash-redis-js

vn7n24fzkq/github-profile-summary-cards

Work with the Upstash Redis TypeScript/JavaScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating) with Upstash Redis Search (different from regular FT.SEARCH), and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types. Upstash Redis Search also available via @upstash/search-redis and @upstash/search-ioredis adapters for TCP clients.

serverpod-caching

serverpod/serverpod

Serverpod caching — local and Redis caches, cache keys, lifetime, CacheMissHandler. Use when caching data, optimizing queries, or working with session.caches.

elementalsouls/Claude-BugHunter

Hunt NoSQL Injection — MongoDB operator injection ($where, $regex, $gt, $ne), CouchDB, Redis command injection, auth bypass via NoSQLi, data dump. Use when target uses MongoDB/Mongoose, CouchDB, Redis, or shows NoSQL error messages.

eric-education-api

brycewang-stanford/Auto-Empirical-Research-Skills

Search 2M+ education research records via the ERIC database API

tanstack-ai-memory-redis

Use when wiring redis() from @tanstack/ai-memory/redis in production — covers client setup (ioredis or node-redis via fromNodeRedis), the storage model, client-side ranking limits, and troubleshooting.

managing-api-cache

jeremylongshore/claude-code-plugins-plus-skills

Implement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching. Trigger with phrases like "add caching", "optimize API performance", or "implement cache layer".

redis-cache-manager

jeremylongshore/claude-code-plugins-plus-skills

Manage redis cache manager operations. Auto-activating skill for Backend Development. Triggers on: redis cache manager, redis cache manager Part of the Backend Development skill category. Use when working with redis cache manager functionality. Trigger with phrases like "redis cache manager", "redis manager", "redis".

redis-memory-backend

a5c-ai/babysitter

Redis backend for conversation state persistence and caching

a5c-ai/babysitter

Redis caching patterns, pub/sub, sessions, rate limiting, and data structures.

start-elasticsearch

dadoonet/fscrawler

This skill can help to start Elasticsearch locally, using start-local project from Elastic.

dust-elasticsearch

Create, migrate, or query Elasticsearch indices in `front`. Use when adding a new front Elasticsearch index, changing mappings or settings, wiring indexing logic, or exposing Elasticsearch-backed analytics/search endpoints.

managing-api-cache

Dicklesworthstone/pi_agent_rust

Implement intelligent API response caching with Redis, Memcached, and CDN integration. Use when optimizing API performance with caching. Trigger with phrases like "add caching", "optimize API performance", or "implement cache layer".

redis-cache-manager

Dicklesworthstone/pi_agent_rust

Manage redis cache manager operations. Auto-activating skill for Backend Development. Triggers on: redis cache manager, redis cache manager Part of the Backend Development skill category. Use when working with redis cache manager functionality. Trigger with phrases like "redis cache manager", "redis manager", "redis".

cis-aws-storage-1-1

CyberStrikeus/CyberStrike

AWS Storage Backups

cis-aws-storage-4-1

CyberStrikeus/CyberStrike

FSX (AWS Elastic File Cache)

cis-aws-storage-4-2

CyberStrikeus/CyberStrike

Amazon Elastic File Cache

cis-aws-storage-4-4

CyberStrikeus/CyberStrike

Ensure the creation of Elastic File Cache

cis-azure-database-2-7

CyberStrikeus/CyberStrike

Ensure Azure Cache for Redis is Using a Private Link

cis-azure-database-2-8

CyberStrikeus/CyberStrike

Ensure that Azure Cache for Redis is Using Customer-Managed Keys

caching-strategy-selector

revfactory/harness-100

caching strategy(Cache Aside, Write Through, Write Behind etc.) optional and Redis/Memcached for, TTL , cache invalid-ize pattern guide. 'caching strategy', 'Redis', 'cache invalid-ize', 'TTL', 'Cache Aside', 'Write Through', 'CDN caching', 'cache ' etc. caching this for. optimization-engineerof caching -ize. , before performance profilingthis benchmark this of scope .

caching-strategy-selector

revfactory/harness-100

캐싱 전략(Cache Aside, Write Through, Write Behind 등) 선택 매트릭스와 Redis/Memcached 활용, TTL 설계, 캐시 무효화 패턴 가이드. '캐싱 전략', 'Redis', '캐시 무효화', 'TTL', 'Cache Aside', 'Write Through', 'CDN 캐싱', '캐시 스탬피드' 등 캐싱 설계 시 이 스킬을 사용한다. optimization-engineer의 캐싱 설계 역량을 강화한다. 단, 전체 성능 프로파일링이나 벤치마크는 이 스킬의 범위가 아니다.

uphiago/recon-skills

Hunt NoSQL Injection — MongoDB operator injection ($where, $regex, $gt, $ne), CouchDB, Redis command injection, auth bypass via NoSQLi, data dump. Use when target uses MongoDB/Mongoose, CouchDB, Redis, or shows NoSQL error messages.

upstash/redis-js

Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash/redis search extension), and all Redis data structures. Supports automatic serialization/deserialization of JavaScript types. Search also available via @upstash/search-redis and @upstash/search-ioredis adapters for TCP clients.

llama-farm/llamafarm

RAG-specific best practices for LlamaIndex, ChromaDB, and Celery workers. Covers ingestion, retrieval, embeddings, and performance.

caching-strategies

dadbodgeoff/drift

Implement multi-layer caching with Redis, in-memory, and HTTP caching. Covers cache invalidation, stampede prevention, and cache-aside patterns.

sipyourdrink-ltd/bernstein

Retrieval - vector DBs, embeddings, hybrid search, reranking.

azure-cache-redis

MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Cache for Redis development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when configuring Redis clustering/replication, VNet/Private Link access, TLS/auth, CLI automation, or ARM/Bicep deployments, and other Azure Cache for Redis related development tasks. Not for Azure Managed Redis (use azure-managed-redis), Azure Cosmos DB (use azure-cosmos-db), Azure Table Storage (use azure-table-storage).

azure-managed-redis

MicrosoftDocs/Agent-Skills

Expert knowledge for Azure Managed Redis development including troubleshooting, best practices, decision making, architecture & design patterns, security, configuration, integrations & coding patterns, and deployment. Use when using Entra-secured clients, clustering/sharding, persistence, geo-replication, or Private Link with Azure Managed Redis, and other Azure Managed Redis related development tasks. Not for Azure Cache for Redis (use azure-cache-redis).

imperugo/StackExchange.Redis.Extensions

Generate code patterns for StackExchange.Redis.Extensions — Streams, Geo, VectorSet, Hash, Pub/Sub, Sets, Compression

stacksjs/stacks

Use when implementing caching in Stacks — memory cache, Redis cache, cache-aside pattern (getOrSet), TTL management, cache stats, or cache configuration. Covers @stacksjs/cache and config/cache.ts.

popup-studio-ai/bkit-claude-code

bkend.ai file storage — upload (presigned URL), download (CDN), visibility levels, buckets. Triggers: bkend file, upload, download, presigned URL, storage, 파일 업로드, 스토리지.

HoangNguyen0403/agent-skills-standard

Implement multi-level caching, invalidation patterns, and stampede protection in NestJS. Use when adding Redis caching layers, configuring cache-manager interceptors, implementing stale-while-revalidate, or preventing cache stampedes in NestJS services.

HoangNguyen0403/agent-skills-standard

Integrate Elasticsearch and implement search index Sync patterns in NestJS. Use when integrating Elasticsearch or implementing search index sync in NestJS.

caching-patterns

vibeeval/vibecosystem

Redis caching strategies, cache invalidation, write-through/write-behind, TTL management, and cache stampede protection.

index-at-creation

vibeeval/vibecosystem

Index at Creation Time

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