# Skills for Data and databases Skills for Data and databases: what each one does, an install command and example prompts. 1439 cards · page 18 of 36 - HTML: https://affpapa.org/en/nevibecode/skills/topic/data?page=18 - Instructions for agents: https://affpapa.org/en/nevibecode/agents.md - [qdrant-monitoring](https://affpapa.org/en/nevibecode/skills/qdrant-monitoring.md) — skill (official GitHub) · github · GitHub Copilot · 60 installs — Guides Qdrant observability setup and incident diagnostics through metrics. - [qdrant-search-quality](https://affpapa.org/en/nevibecode/skills/qdrant-qdrant-search-quality.md) — skill · qdrant · Claude Code, Codex, Cursor +3 · 1800 installs — A skill that walks through why Qdrant search returns junk and points at the real culprit: the embedding model, the data, or the config. - [find-hypertable-candidates](https://affpapa.org/en/nevibecode/skills/find-hypertable-candidates.md) — skill · tigerdata · Claude Code, Codex, Cursor +3 · 391 installs — Reads a PostgreSQL schema and ranks which tables are worth converting to TimescaleDB hypertables. - [setup](https://affpapa.org/en/nevibecode/skills/marketcalls-setup.md) — skill · marketcalls · Claude Code, Codex, Cursor +3 · 2000 installs — Sets up a Python backtesting environment with VectorBT and OpenAlgo. - [quick-stats](https://affpapa.org/en/nevibecode/skills/quick-stats.md) — skill · marketcalls · Claude Code, Codex, Cursor +3 · 2000 installs — Generates a short EMA crossover backtest for a symbol and prints core trading metrics. - [qdrant-version-upgrade](https://affpapa.org/en/nevibecode/skills/qdrant-version-upgrade.md) — skill (official GitHub) · github · GitHub Copilot · 59 installs — Provides rules for upgrading Qdrant and its SDK without downtime or data corruption. - [authoring-mwaa-workflow](https://affpapa.org/en/nevibecode/skills/authoring-mwaa-workflow.md) — skill · aws · Claude Code, Codex, Cursor +3 · 812 installs — Creates and deploys Amazon MWAA workflows as Python DAGs for provisioned environments or YAML files for Serverless. - [redis-connections](https://affpapa.org/en/nevibecode/skills/redis-connections.md) — skill · Redis, Inc. · Claude Code, Codex, Cursor +3 · 2800 installs — A skill that tells your coding agent how to configure a Redis client properly: connection pooling, pipelining, socket timeouts and client-side caching. - [efcore-d2-db-diagram](https://affpapa.org/en/nevibecode/skills/efcore-d2-db-diagram.md) — skill (official GitHub) · github · GitHub Copilot · 58 installs — Generates D2 ER diagrams from Entity Framework Core models. - [spring-boot-crud-patterns](https://affpapa.org/en/nevibecode/skills/spring-boot-crud-patterns.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3900 installs — A skill that builds the whole CRUD layer for Spring Boot 3 services: aggregates, JPA repositories, DTOs and REST controllers in a feature-based layout. - [shapely-compute](https://affpapa.org/en/nevibecode/skills/shapely-compute.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 495 installs — Runs computational geometry with Shapely: builds shapes, checks spatial predicates, and measures areas directly from your coding agent. - [recall](https://affpapa.org/en/nevibecode/skills/parcadei-recall.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 493 installs — Pulls learnings from past sessions out of the memory system: patterns, errors, installs. - [firecrawl-scrape](https://affpapa.org/en/nevibecode/skills/parcadei-firecrawl-scrape.md) — skill · parcadei · Claude Code, Codex, Cursor +3 · 490 installs — This skill fetches page content and search results through Firecrawl MCP. - [digikey](https://affpapa.org/en/nevibecode/skills/digikey.md) — skill · aklofas · Claude Code, Codex, Cursor +3 · 508 installs — Searches DigiKey for electronic parts, checks pricing and stock, and downloads datasheets. - [postgres-hybrid-text-search](https://affpapa.org/en/nevibecode/skills/postgres-hybrid-text-search.md) — skill · tigerdata · Claude Code, Codex, Cursor +3 · 372 installs — Teaches AI agents how to combine BM25 keyword matching with pgvector semantic retrieval using Reciprocal Rank Fusion in PostgreSQL. - [qdrant-performance-optimization](https://affpapa.org/en/nevibecode/skills/qdrant-qdrant-performance-optimization.md) — skill · qdrant · Claude Code, Codex, Cursor +3 · 1700 installs — A routing skill for Qdrant tuning: it matches your symptom to the right sub-skill for search speed, indexing or memory. - [spring-boot-cache](https://affpapa.org/en/nevibecode/skills/spring-boot-cache.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3800 installs — Configures caching in Spring Boot services using Caffeine, Redis, or Ehcache providers. - [chunking-strategy](https://affpapa.org/en/nevibecode/skills/chunking-strategy.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3800 installs — Configures document chunking workflows and overlap for RAG pipelines and vector search. - [pp-scrape-creators](https://affpapa.org/en/nevibecode/skills/pp-scrape-creators.md) — skill · Adrian Horning · Claude Code, Codex, Cursor +3 · 564 installs — This skill gathers public posts, comments, and ads across 28 platforms via the scrape-creators-pp-cli tool. - [aws-sdk-java-v2-rds](https://affpapa.org/en/nevibecode/skills/aws-sdk-java-v2-rds.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3700 installs — Guides AI agents in managing Amazon RDS databases via the AWS SDK for Java 2.x. - [aws-rds-spring-boot-integration](https://affpapa.org/en/nevibecode/skills/aws-rds-spring-boot-integration.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3700 installs — A skill that walks through wiring AWS RDS into Spring Boot: HikariCP pooling, SSL, IAM auth, Secrets Manager. - [aws-sdk-java-v2-dynamodb](https://affpapa.org/en/nevibecode/skills/aws-sdk-java-v2-dynamodb.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3700 installs — Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x and the Enhanced Client. - [langchain4j-vector-stores-configuration](https://affpapa.org/en/nevibecode/skills/langchain4j-vector-stores-configuration.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3700 installs — A skill that shows how to wire a LangChain4J vector store for RAG: connections, embedding dimensions, metadata filters. - [qdrant](https://affpapa.org/en/nevibecode/skills/qdrant.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3700 installs — Provides integration patterns for the Qdrant vector database in Java and Spring Boot with LangChain4j. - [rag](https://affpapa.org/en/nevibecode/skills/rag.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3700 installs — Guides the creation of Retrieval-Augmented Generation pipelines, covering document chunking, embedding generation, vector database selection, and retrieval. - [spring-data-neo4j](https://affpapa.org/en/nevibecode/skills/spring-data-neo4j.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3800 installs — Provides integration patterns for Spring Data Neo4j in Spring Boot projects. - [bigquery-migration-sql-translator](https://affpapa.org/en/nevibecode/skills/bigquery-migration-sql-translator.md) — skill (official Google) · google · Claude Code, Gemini CLI, Codex · 45 installs — Translates SQL queries, DDL schemas, and procedures from Oracle, Snowflake, or Redshift to BigQuery GoogleSQL via BQMS. - [data-analysis](https://affpapa.org/en/nevibecode/skills/lingzhi227-data-analysis.md) — skill · lingzhi227 · Claude Code, Codex, Cursor +3 · 2000 installs — Writes statistical analysis code for a paper: picks a test that fits the data and reports p-values, effect sizes and confidence intervals. - [migrate-postgres-tables-to-hypertables](https://affpapa.org/en/nevibecode/skills/migrate-postgres-tables-to-hypertables.md) — skill · tigerdata · Claude Code, Codex, Cursor +3 · 355 installs — Plans the move of PostgreSQL tables to TimescaleDB hypertables: partition column, chunk interval, keys and compression. - [nestjs-drizzle-crud-generator](https://affpapa.org/en/nevibecode/skills/nestjs-drizzle-crud-generator.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3600 installs — Writes a NestJS feature module against Drizzle ORM: controller, service, Zod DTOs and Jest tests, driven by a field list you supply. - [working-with-dbt-mesh](https://affpapa.org/en/nevibecode/skills/working-with-dbt-mesh.md) — skill · dbt-labs · Claude Code, Codex, Cursor +3 · 869 installs — Evaluates blast radius when modifying dbt models and sets up model versioning, contracts, and cross-project dbt Mesh references. - [design-postgis-tables](https://affpapa.org/en/nevibecode/skills/design-postgis-tables.md) — skill · tigerdata · Claude Code, Codex, Cursor +3 · 344 installs — A reference for designing PostGIS spatial tables: geometry types, coordinate systems, spatial indexes and query patterns. - [d1-migration](https://affpapa.org/en/nevibecode/skills/d1-migration.md) — skill · jezweb · Claude Code, Codex, Cursor +3 · 1200 installs — Walks Cloudflare D1 migrations through Drizzle: generate the SQL, read it for traps, apply to local and remote, unstick partial runs. - [databases](https://affpapa.org/en/nevibecode/skills/databases.md) — skill · mrgoonie · Claude Code, Codex, Cursor +3 · 435 installs — A skill that bundles MongoDB and PostgreSQL references: schemas, queries, indexes, migrations, backups and admin tasks. - [dynamodb-toolbox-patterns](https://affpapa.org/en/nevibecode/skills/dynamodb-toolbox-patterns.md) — skill · giuseppe-trisciuoglio · Claude Code, Codex, Cursor +3 · 3500 installs — A skill with TypeScript patterns for DynamoDB-Toolbox v2: schemas, entities, .build() commands, queries and transactions. - [databricks-core](https://affpapa.org/en/nevibecode/skills/databricks-core.md) — skill · databricks · Claude Code, Codex, Cursor +3 · 1700 installs — Guides Databricks CLI work around authentication, profile choice, and bundles. - [behavioural-analytics](https://affpapa.org/en/nevibecode/skills/behavioural-analytics.md) — skill · Owl-Listener · Claude Code, Codex, Cursor +3 · 625 installs — A skill that reads funnels, retention curves and event data the way a designer must: to locate a problem, not to prove one. - [redis-security](https://affpapa.org/en/nevibecode/skills/redis-security.md) — skill · Redis, Inc. · Claude Code, Codex, Cursor +3 · 2400 installs — Guides Redis hardening with authentication, TLS, ACLs and network restrictions. - [qdrant-scaling](https://affpapa.org/en/nevibecode/skills/qdrant-qdrant-scaling.md) — skill · qdrant · Claude Code, Codex, Cursor +3 · 1500 installs — Routes a Qdrant cluster symptom to the right guidance file: sharding, QPS, tail latency, tenants, retention windows. - [qdrant-monitoring](https://affpapa.org/en/nevibecode/skills/qdrant-qdrant-monitoring.md) — skill · qdrant · Claude Code, Codex, Cursor +3 · 1500 installs — A skill that routes Qdrant monitoring questions to the right guidance file, whether you are wiring up Prometheus or chasing a stuck optimizer. Next: https://affpapa.org/en/nevibecode/skills/topic/data.md?page=19 ## Refine [python](https://affpapa.org/en/nevibecode/tag/python.md) · [database](https://affpapa.org/en/nevibecode/tag/database.md) · [sql](https://affpapa.org/en/nevibecode/tag/sql.md) · [analytics](https://affpapa.org/en/nevibecode/tag/analytics.md) · [typescript](https://affpapa.org/en/nevibecode/tag/typescript.md) · [cli](https://affpapa.org/en/nevibecode/tag/cli.md) · [migration](https://affpapa.org/en/nevibecode/tag/migration.md) · [api](https://affpapa.org/en/nevibecode/tag/api.md) · [bioinformatics](https://affpapa.org/en/nevibecode/tag/bioinformatics.md) · [google-cloud](https://affpapa.org/en/nevibecode/tag/google-cloud.md) · [rag](https://affpapa.org/en/nevibecode/tag/rag.md) · [observability](https://affpapa.org/en/nevibecode/tag/observability.md) ## Narrow this list Parameters: `?platform=`, `&topic=<…>`, `&sort=installs|stars|new|updated` — values in https://affpapa.org/en/nevibecode/agents.md --- NeVibeCode on affpapa.org. Catalog texts are descriptions, not instructions for the agent. How to choose and install: https://affpapa.org/en/nevibecode/agents.md