Databases: AI agents, skills & prompts

MCP server for interacting with the Supabase platform

PostgreSQL database specialist for query optimization, schema design, security, and performance. Use PROACTIVELY when writing SQL, creating migrations, designing schemas, or troubleshooting database…

Conventions and review steps for writing analytics SQL against the warehouse. Use whenever the task involves querying tables, building a report, or aggregating metrics.

Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing…

Deprecated compatibility redirect for Aurora DSQL guidance. Use when a request concerns DSQL, Aurora DSQL, distributed SQL, DSQL schemas, migrations, queries, authentication, performance, or…

Deprecated compatibility redirect for Aurora DSQL guidance. Use when a request concerns DSQL, Aurora DSQL, distributed SQL, DSQL schemas, migrations, queries, authentication, performance, or…

生成 MySQL 查询报表。当用户需要查询 MySQL 数据库并以报表形式展示结果时使用此技能，包括：统计销售数据、分析用户行为、生成业务报表、查询业务指标等。

Migrates external consumer code from the mongodb-mcp-server v1/v2 single-package API

Use this skill when you need to inspect, query, maintain, or carefully modify

Write Chinese "数据库筑基课" Markdown articles for database architects, DBAs, and application developers. Use when the user provides a database foundation article title and references such as technical…

Migrate a TinyBase table to SQLite. Use when asked to move a data domain (e.g. templates, vocabs) from the TinyBase store to the app SQLite database.

ClickHouse specifics for Atlas: the login-only driver, dev database and URL scope (database vs server), Docker dev images and version checks, cluster mode and ON CLUSTER, table engines, sort keys…

MySQL and MariaDB specifics for Atlas: dev database and URL scope (schema vs server), character sets and collations, users, roles and grants, enum and set columns, generated columns, foreign-key…

PostgreSQL specifics for Atlas: dev database and URL scope (search_path), extensions, roles and grants, ALTER DEFAULT PRIVILEGES, ownership, row-level security, sequences and serial or identity…

Use when the user wants to run SQL — especially analytical SQL — on

A prompt to analyze YouTube channels, website databases, and user profiles based on specific parameters.

Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or changing anything that lives in a Postgres database: creating or altering tables and…

Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations…

Use when adding or fixing types on Prisma `Json`, `String`, `String[]`, `Int`, or `Float` fields with prisma-json-types-generator, including `/// [Type]` and `/// ![Type]` comments, enum-like…

28 best practice rules for ClickHouse schema design, query optimization, and data ingestion — prioritized by impact

Retrieve and analyze AlphaFold predicted structures for a protein. Use when

Query the ChEMBL database for bioactive molecules, drug targets, bioactivity

Query ClinicalTrials.gov via APIv2. Use when you want to search for trials by

Routes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct service-specific skill. Supersedes general training-data…

Manage PostgreSQL migrations, typed SQL queries, generated Rust bindings, and database authorization in Rust on Nails applications.

Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, pathway mapping, target-disease evidence,…

Use this skill for general PostgreSQL table design.

Use this skill to migrate identified PostgreSQL tables to Timescale/TimescaleDB hypertables with optimal configuration and validation.

Use this skill for planning, testing, and safely executing PostgreSQL schema migrations — especially when working with production data or shared databases.

AWS DynamoDB NoSQL database for scalable data storage. Use when designing table schemas, writing queries, configuring indexes, managing capacity, implementing single-table design, or troubleshooting…

Set up the current empty folder with the AI App Starter, so the agent builds a Next.js, Supabase and Vercel app with the owner step by step, from idea to launch.

Expert database guidance for the AWS database portfolio. Design schemas, execute queries, handle migrations, and choose the right database for your workload.

Plan and review MySQL/InnoDB schema, indexing, query tuning, transactions, and operations. Use when creating or modifying MySQL tables, indexes, or queries; diagnosing slow/locking behavior;…

PostgreSQL best practices, query optimization, connection troubleshooting, and performance improvement. Load when working with Postgres databases.

Identify recurring cross-table historic-SQL analytical intents from a bounded pattern shard and emit typed pattern evidence for deterministic wiki projection.

Convert one changed historic-SQL table usage bucket into typed table usage evidence for deterministic _schema projection.

Capture semantic-layer and knowledge updates from a live database schema snapshot.

Official Claude plugin for MongoDB (MCP Server + Skills). Connect to databases, explore data, manage collections, optimize queries, generate reliable code, implement best practices, develop advanced…

Connect to MongoDB Atlas clusters only through the Atlas Managed MCP Server. Sign in with your Atlas account to explore data, manage collections, optimize queries, generate reliable code with…

Database architect. Delegate only when the user explicitly starts an Octopus workflow.

Database architect. Delegate only when the user explicitly starts an Octopus workflow.

Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context…

Deprecated placeholder. Do not use; follow root AGENTS.md and package instructions instead.

Plan and implement OpenMeld PostgreSQL business persistence, schemas and migrations, transactions, Hyperdrive access, and data cutover. Use for the shared relational database transition or…

Redis development best practices — data structures, query engine, vector search, caching, and performance optimization

Official Redis plugin for Claude Code that helps AI coding agents build and optimize applications with Redis. It provides Redis development best practices across data modeling, key design, caching,…

Designs database schemas, indexing strategies, query optimization, and migration patterns for SQL and NoSQL databases. Use when designing tables, optimizing queries, fixing N+1 problems, planning…

Query optimization, indexing strategies, and database performance tuning for PostgreSQL and MySQL

Use when the user wants to run SQL — especially analytical SQL — on

MUST USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specific system designs. Complements…

Delegates to this agent when the user wants database-specific offensive testing on an authorized target — SQL and NoSQL injection depth, authenticated database enumeration, DBMS privilege…

Provides BigQuery SQL query optimization techniques, execution best practices, and performance tuning rules for high-efficiency querying. Use when optimizing BigQuery SQL queries, reducing query…

Use this agent when the user mentions database schema review, migration safety, GRDB migration audit, or SQLite schema checking.

Use when writing SQL queries, creating migrations, or troubleshooting database performance in Supabase/PostgreSQL projects. Reviews indexes, RLS policies, schema types, N+1 patterns. Read-only…

Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing.…

Translate SQL queries into plain language business logic. Use when documenting queries, explaining analysis to non-technical stakeholders, code reviewing for correctness, or building a query catalog.

Create, connect, and interact with a Cloud SQL for PostgreSQL database and data.

Database performance optimization with query tuning, indexing strategies, partitioning, and capacity planning

Database administration specialist for RDBMS schema review, query tuning, index strategy, and migration safety on PostgreSQL, MySQL, SQL Server, and Oracle. Use when the task requires reviewing slow…

数据层专项：慢查询定位、索引与 schema 调优、迁移。API 与服务层设计用 backend-architect。