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Databases

SQL, NoSQL, and database management tools.

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nosql-databases
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tm-generate-mongo

根据 MongoDB 集合信息生成 TM(表模型)文件。当用户需要为 MongoDB 集合创建数据模型、生成 mongo 类型的 .tm 文件时使用。

foggy-projects
foggy-projects
databases
open
nosql-databases
2

redis-caching-queues

Redis patterns, caching strategies, and Laravel Horizon / Python task queues.

sraloff
sraloff
databases
open
nosql-databases
2

mongodb

Expert guidance on MongoDB implementation for RAG, including aggregation pipelines and search patterns.

FullFran
FullFran
databases
open
nosql-databases
2

supabase

Expert guidance on Supabase/PostgreSQL implementation for RAG, including pgvector semantic search and full-text search.

FullFran
FullFran
databases
open
nosql-databases
2

redis-expert

Use when implementing redis functionality with production-grade patterns and safeguards.

0xharryriddle
0xharryriddle
databases
open
nosql-databases
2

redis-caching

Redis data structures, caching patterns, pub/sub, Lua scripting, and cluster configuration. Trigger for Redis usage patterns, caching strategies, or Redis-specific optimization.

candeploys
candeploys
databases
open
nosql-databases
2

myquota-repository

Patrones de FirestoreRepository: paths, subcolecciones, métodos CRUD, sanitización de timestamps. Trigger: Cuando se crea un repositorio, se trabaja con paths de Firestore, o se necesitan métodos custom.

cabrerojas
cabrerojas
databases
open
nosql-databases
2

redash

Redash reference tool. Use when working with redash in data contexts.

bytesagain
bytesagain
databases
open
nosql-databases
2

keydb

KeyDB multi-threaded Redis fork reference. 5x throughput vs Redis with full API compatibility. Covers multi-threading config, Active-Active multi-master replication, subkey expires, Flash storage tiering, MVCC, and migration from Redis.

bytesagain
bytesagain
databases
open
nosql-databases
2

couchdb

Apache CouchDB document database reference. Covers HTTP REST API, Mango queries, MapReduce views, multi-master replication, conflict resolution, PouchDB offline sync, clustering, and CouchDB vs MongoDB comparison.

bytesagain
bytesagain
databases
open
nosql-databases
2

index-folder

Index a folder's contents into the context system for fast retrieval and discovery. Activate when: "index this folder", "catalog these files", folder contents indexed, build file index, scan folder Do NOT activate for: saving decisions to context (/context-save), recalling context (/context-recall), plugin setup (/setup)

yohayetsion
yohayetsion
databases
open
nosql-databases
2

kubeblocks-create-cluster

Create a database cluster on KubeBlocks using the generic Cluster CR template. Supports all addons (MySQL, PostgreSQL, Redis, MongoDB, Kafka, Elasticsearch, Milvus, Qdrant, etc.) with various topologies. Use when the user wants to deploy, create, provision, or launch a new database cluster — especially for engines without a dedicated addon-* skill. For MySQL, PostgreSQL, Redis, MongoDB, or Kafka, prefer the engine-specific addon skill (kubeblocks-addon-mysql, kubeblocks-addon-postgresql, kubeblocks-addon-redis, kubeblocks-addon-mongodb, kubeblocks-addon-kafka) which provides topology guidance and tuned defaults. NOT for managing existing clusters (see Day-2 operation skills).

apecloud
apecloud
databases
open
nosql-databases
2

kubeblocks-addon-elasticsearch

Deploy and manage Elasticsearch clusters on KubeBlocks for full-text search, log analytics, and observability. Use when the user mentions Elasticsearch, ELK stack, search engine, log analytics, Kibana, full-text search, or explicitly wants to create an Elasticsearch cluster. Provides single-node (dev/test) and multi-node cluster creation with connection methods. No backup/restore support in KubeBlocks currently. For generic cluster creation across all engines, see kubeblocks-create-cluster. For Day-2 operations (scaling, volume expansion, etc.), use the corresponding operation skill.

apecloud
apecloud
databases
open
nosql-databases
2

schema-management

Schema Management is the discipline of defining, versioning, and evolving the structure of data. In a distributed system, a change in one service's schema can have a cascading "breaking" effect on doz

AmnadTaowsoam
AmnadTaowsoam
databases
open
nosql-databases
2

vector-search

Comprehensive guide for vector search implementation covering HNSW (Hierarchical Navigable Small World), IVF (Inverted File Index), Flat Index implementations, distance metrics (cosine, Euclidean, dot

AmnadTaowsoam
AmnadTaowsoam
databases
open
nosql-databases
2

redis-development

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.

mohdakil2426
mohdakil2426
databases
open
nosql-databases
2

redis-patterns

How the @repo/redis package works in this repo. ioredis wrapper with caching patterns. Use when: adding caching to controllers, building cache keys, invalidating cache, or debugging Redis issues.

princeshah01
princeshah01
databases
open
nosql-databases
2

dotnet-testing-advanced-testcontainers-nosql

Complete guide for Testcontainers NoSQL integration testing. Use when containerized integration testing for MongoDB or Redis. Covers MongoDB document operations, Redis five data structures, Collection Fixture pattern. Includes BSON serialization, index performance testing, data isolation strategy, and container lifecycle management. Keywords: testcontainers mongodb, testcontainers redis, mongodb integration test, redis integration test, nosql testing, MongoDbContainer, RedisContainer, IMongoDatabase, IConnectionMultiplexer, BSON serialization, BsonDocument, document model testing, cache testing, Collection Fixture

rudironsoni
rudironsoni
databases
open
nosql-databases
2

add-model

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

Tetra-Research
Tetra-Research
databases
open
sql-databases
1

data-analysis-sql

SQL for data analysis with exploratory analysis, advanced aggregations, statistical functions, outlier detection, and business insights. 50+ real-world analytics queries.

pluginagentmarketplace
pluginagentmarketplace
databases
open
sql-databases
1

data-wrangler

Transform and export data using DuckDB SQL. Read CSV/Parquet/JSON/Excel/databases, apply SQL transformations (joins, aggregations, PIVOT/UNPIVOT, sampling), and optionally write results to files. Use when the user wants to: (1) Clean, filter, or transform data, (2) Join multiple data sources, (3) Convert between formats (CSV→Parquet, etc.), (4) Create partitioned datasets, (5) Sample large datasets, (6) Export query results. Prefer this over in-context reasoning for datasets with thousands of rows or complex transformations.

richard-gyiko
richard-gyiko
databases
open
sql-databases
1

quick-query

Run ad-hoc MongoDB queries in natural language. Translates natural language queries into MongoDB queries and executes them. Use for quick data exploration, answering "how many" questions, finding specific records, or aggregating statistics.

harehimself
harehimself
databases
open
nosql-databases
1

databases

Master relational and NoSQL databases. Learn PostgreSQL, MySQL, MongoDB, Redis, and other technologies for data persistence, optimization, and scaling.

pluginagentmarketplace
pluginagentmarketplace
databases
open
sql-databases
1

sql-analysis

Master SQL for data analysis with complex queries, joins, aggregations, window functions, and query optimization.

spjoshis
spjoshis
databases
open
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