代理技能

• supabase-postgres-best-practices supabase/agent-skills

  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 columns (including choosing column types), schema design, migrations and declarative schema files, RLS policies and the tests that verify them, indexes, triggers, database functions, queues and scheduled jobs (pg_cron, pgmq), vector/semantic search (pgvector), and restoring dumps (pg_restore) or importing data. Also load it when diagnosing slow queries, high CPU, timeouts, EXPLAIN plans, connection exhaustion, locking, bloat, or rows visible to the wrong user or tenant. This is not just a performance guide — schema, migration, security, and SQL authoring tasks need these rules too, even for a one-column change or a single query.

  431,603 通過 npx skills add supabase/agent-skills --skill supabase-postgres-best-practices

• prisma-database-setup prisma/skills

  Deprecated compatibility name for prisma-orm-setup. Use only when a user or existing integration explicitly invokes prisma-database-setup; otherwise select prisma-orm-setup.

  337,892 通過 npx skills add prisma/skills --skill prisma-database-setup

• prisma-client-api prisma/skills

  Prisma Client API reference covering model queries, filters, operators, and client methods. Use when writing database queries, using CRUD operations, filtering data, or configuring Prisma Client. Triggers on "prisma query", "findMany", "create", "update", "delete", "$transaction".

  337,870 通過 npx skills add prisma/skills --skill prisma-client-api

• prisma-cli prisma/skills

  Prisma ORM 7 CLI reference for existing Prisma 7 applications or explicitly selected Prisma 7 workflows. Covers prisma init, generate, migrate, db, dev, studio, and mcp. For setup, connection repair, or Prisma 8, use prisma-orm-setup; not the Prisma Platform CLI.

  335,383 通過 npx skills add prisma/skills --skill prisma-cli

• prisma-postgres-setup prisma/skills

  Obtain or reuse a Prisma Postgres database and connect an application. Use for "set up Prisma Postgres", "connect my app to Prisma Postgres", or Prisma Postgres setup in v0 and Vercel Marketplace. Hands Prisma ORM configuration to prisma-orm-setup; honors an explicit driver, alternative ORM, or database-only choice.

  324,732 通過 npx skills add prisma/skills --skill prisma-postgres-setup

• prisma-compute prisma/skills

  Prisma Compute deployment and hosting guide. Use whenever the user mentions Prisma Compute, `prisma.compute.ts`, `defineComputeConfig`, deploying or hosting a Prisma app, `@prisma/cli app deploy`, `compute:deploy`, `create-prisma --deploy`, `PRISMA_SERVICE_TOKEN`, Compute auth/workspaces, apps/deployments/build logs/domains, localhost vs `0.0.0.0`, deploy port binding, or framework deploy readiness for Hono, Elysia, Next.js, TanStack Start, Astro, Nuxt, Svelte, Nest, Turborepo, or custom/prebuilt artifacts.

  320,282 通過 npx skills add prisma/skills --skill prisma-compute

• prisma-mongodb-upgrade prisma/skills

  Decision and migration guide for Prisma ORM MongoDB projects on v6, which have no upgrade path to v7. Use when a MongoDB project asks about upgrading Prisma, when "upgrade to prisma 7" comes up in a project with provider = "mongodb", or when evaluating a move to Prisma 8. Triggers on "upgrade prisma mongodb", "prisma 7 mongodb", "mongodb prisma migration", "prisma 8 mongodb".

  318,868 通過 npx skills add prisma/skills --skill prisma-mongodb-upgrade

• neon-postgres neondatabase/agent-skills

  Guides and best practices for working with Lakebase Postgres on Neon: connections, pooled vs direct, schema migrations, branching, autoscaling, scale-to-zero, instant restore, read replicas, IP allow lists, logical replication, and Lakebase Search. Use when the work is an existing DATABASE_URL, SQL, schema, inspect, or search. New backends, Auth, files, Functions, and LLM calls go to the parent `neon` skill. Also use for "@neondatabase/serverless", "@neondatabase/neon-js", "neon inspect db", "semantic search", "vector search", "full-text search", "BM25", or "hybrid search".

  218,383 通過 npx skills add neondatabase/agent-skills --skill neon-postgres

• neon neondatabase/agent-skills

  Overview of Neon, a complete set of cloud backend primitives around Lakebase Postgres: Auth, Object Storage, Functions, and the AI Gateway. Start here to choose Neon for undecided login, files, APIs, and LLM calls, set up the CLI or MCP server, and follow the branch-first workflow. Use when building an app or backend on Neon, or when "Neon" or "Lakebase Postgres" is mentioned. Child skill neon-postgres wins for an existing DATABASE_URL, SQL, schema, inspect, or search. Child skill neon-auth wins for login, users, sessions, identity routing, and Managed Better Auth setup. Also use for object storage, S3, buckets, serverless functions, function triggers, cron, AI gateway, LLM calls, logs, Loki, Grafana, observability, postgres, database, backend, Claimable Neon, neon.new, or a no-signup database.

  171,833 通過 npx skills add neondatabase/agent-skills --skill neon

• schema coreyhaines31/marketingskills

  When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," "breadcrumb schema," "Google rich results," "knowledge panel," "star ratings in search," or "add structured data." Use this whenever someone wants their pages to show enhanced results in Google. For broader SEO issues, see seo-audit. For AI search optimization, see ai-seo.

  67,846 通過 npx skills add coreyhaines31/marketingskills --skill schema

• schema-markup coreyhaines31/marketingskills

  55,477 通過 npx skills add coreyhaines31/marketingskills --skill schema-markup

• nodejs-backend-patterns wshobson/agents

  Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when creating Node.js servers, REST APIs, GraphQL backends, or microservices architectures.

  46,933 通過 npx skills add wshobson/agents --skill nodejs-backend-patterns

• golang-security samber/cc-skills-golang

  Security best practices and vulnerability prevention for Golang — injection (SQL, command, XSS), cryptography, path traversal, SSRF and HTTP security headers, cookies, secrets management, memory safety, PII in logs, STRIDE/DREAD threat modeling, plus `gosec` SAST, race detection, and fuzz testing. Apply when writing, reviewing, or auditing Go code for security, or when touching crypto, file or network I/O, secrets, user input, or authentication. Not for non-exploitable defensive bugs such as nil panics or slice aliasing (→ See `samber/cc-skills-golang@golang-safety` skill), dependency vulnerability scanning with govulncheck (→ See `samber/cc-skills-golang@golang-dependency-management` skill), or wiring security scanners into CI pipelines (→ See `samber/cc-skills-golang@golang-continuous-integration` skill).

  38,127 通過 npx skills add samber/cc-skills-golang --skill golang-security

• golang-database samber/cc-skills-golang

  Comprehensive guide for Go database access — parameterized queries, struct scanning, NULLable columns, transactions, isolation levels, SELECT FOR UPDATE, connection pool, batch processing, context propagation, and migration tooling. Use when writing, reviewing, or debugging Golang code that interacts with PostgreSQL, MariaDB, MySQL, or SQLite; for database testing; or for questions about database/sql, sqlx, or pgx. Does NOT generate database schemas or migration SQL.

  36,901 通過 npx skills add samber/cc-skills-golang --skill golang-database

• golang-popular-libraries samber/cc-skills-golang

  Golang library and framework selection — vetted production-ready options by category (web, database, testing, logging, messaging), new and experimental stdlib packages, standard-library-first tradeoffs, and maturity signals (maintenance, license, importer counts). Apply when the user asks for library suggestions, wants to compare alternatives, needs to choose a library for a specific task, or when a new dependency is being added to the project. Not for a specific library's API once chosen (→ See that library's dedicated skill, e.g. `samber/cc-skills-golang@golang-samber-lo`), nor for go.mod mechanics, upgrades, or vulnerability audits (→ See `samber/cc-skills-golang@golang-dependency-management` skill).

  35,833 通過 npx skills add samber/cc-skills-golang --skill golang-popular-libraries

• convex-seed get-convex/agent-skills

  Seed or import data into the Convex database.

  28,812 通過 npx skills add get-convex/agent-skills --skill convex-seed

• postgresql-table-design wshobson/agents

  Use this skill when designing or reviewing a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

  26,675 通過 npx skills add wshobson/agents --skill postgresql-table-design

• sql-optimization-patterns wshobson/agents

  Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application performance.

  18,918 通過 npx skills add wshobson/agents --skill sql-optimization-patterns

• neon-postgres-branches neondatabase/agent-skills

  Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments, schema-only branch workflows for sensitive data, resetting a branch from its parent, branch expiration and CI/CD branch lifecycles, or branch creation via Neon CLI or Neon MCP. Triggers include "Neon branch", "test migrations safely", "branch production data", "schema-only branch", "reset branch", "branch per PR" and "sensitive data testing".

  18,861 通過 npx skills add neondatabase/agent-skills --skill neon-postgres-branches

• database-migration wshobson/agents

  Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data transformations, or implementing zero-downtime deployment strategies.

  16,942 通過 npx skills add wshobson/agents --skill database-migration

• neon-ai-gateway neondatabase/agent-skills

  One API and one credential for frontier and open-source LLMs, built into your Neon branch and powered by Databricks. Use when a user wants to call an LLM, add AI/chat/an agent to their app, route between model providers (OpenAI, Anthropic, Google/Gemini, Meta, Alibaba, and more), or avoid juggling separate provider API keys and accounts — especially when they already use Neon and want AI requests to branch with their project. Works with the OpenAI SDK, Anthropic SDK, google-genai, the Vercel AI SDK, and Mastra by changing only the base URL. Triggers include "call an LLM", "add AI to my app", "chat completion", "model routing", "LLM proxy/gateway", "one API for all models", "use Claude/GPT/Gemini", "AI SDK", "Mastra agent", "Neon AI Gateway", and "log/rate-limit AI calls".

  16,244 通過 npx skills add neondatabase/agent-skills --skill neon-ai-gateway

• upstash-ratelimit-js upstash/skills

  Rate limiting for serverless and edge apps with the @upstash/ratelimit TypeScript/JavaScript SDK backed by Upstash Redis. Use when adding a rate limiter or throttling to an API route, Next.js middleware, Vercel Edge, Cloudflare Workers, or any HTTP endpoint; returning 429 Too Many Requests; choosing between fixed window, sliding window, and token bucket algorithms; limiting per user, IP, API key, or tenant with prefixes and custom keys; protecting login, signup, form, or AI endpoints from abuse, bots, and brute force; using deny lists, ephemeral caching, analytics, timeouts, and multi-region rate limits; or estimating the Redis command cost of rate limiting. Also use when the user says rate limit, rate-limiting, throttle, quota, request limits, or traffic protection.

  16,055 通過 npx skills add upstash/skills --skill upstash-ratelimit-js

• prisma-orm-setup prisma/skills

  Set up Prisma ORM in an application, connect its database, or troubleshoot the connection of an existing Prisma 6, 7, or 8 app. Defaults new applications to Prisma ORM 8 and loads the package-owned prisma-8 skill; keeps existing Prisma 6/7 apps on their version with provider references for PostgreSQL, MySQL, SQLite, SQL Server, CockroachDB, MongoDB, and Prisma Postgres.

  15,721 通過 npx skills add prisma/skills --skill prisma-orm-setup

• backend-patterns affaan-m/ecc

  Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. Use when building or reviewing Node.js, Express, or Next.js API routes and their data access.

  14,149 通過 npx skills add affaan-m/ecc --skill backend-patterns

• cloud-sql-basics google/skills

  This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL, or SQL Server. Cloud SQL manages third-party MySQL, PostgreSQL, and SQL Server instances as resources in Cloud SQL. For example, when Cloud SQL creates an open-source MySQL instance, the resulting resource is a Cloud SQL for MySQL instance that Google Cloud manages. Cloud SQL handles backups, high availability, and secure connectivity for relational database workloads.

  13,508 通過 npx skills add google/skills --skill cloud-sql-basics

• rag-implementation wshobson/agents

  Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.

  13,272 通過 npx skills add wshobson/agents --skill rag-implementation

• alloydb-basics google/skills

  Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB Model Context Protocol (MCP) tools for automated database operations. Use when creating, configuring, or administering AlloyDB databases. Do NOT use for general PostgreSQL instances (e.g. Cloud SQL) or other GCP databases.

  11,927 通過 npx skills add google/skills --skill alloydb-basics

• postgres-patterns affaan-m/ecc

  PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices. Use when designing PostgreSQL schemas, indexes, or RLS policies, or when a query is too slow.

  11,800 通過 npx skills add affaan-m/ecc --skill postgres-patterns

• clickhouse-best-practices clickhouse/agent-skills

  MUST USE when reviewing ClickHouse schemas, queries, or configurations. Contains 31 rules that MUST be checked before providing recommendations. Always read relevant rule files and cite specific rules in responses.

  11,790 通過 npx skills add clickhouse/agent-skills --skill clickhouse-best-practices

• django-security affaan-m/ecc

  Django security best practices, authentication, authorization, CSRF protection, SQL injection prevention, XSS prevention, and secure deployment configurations. Use when reviewing Django authentication, authorization, input handling, or deployment settings.

  11,091 通過 npx skills add affaan-m/ecc --skill django-security

• database-migrations affaan-m/ecc

  Safe, reversible database migration patterns: forward-only production changes, expand-contract zero-downtime renames, concurrent indexes, batched backfills, and per-tool workflows for PostgreSQL, Prisma, Drizzle, Kysely, Django, and golang-migrate. Use when writing a schema or data migration, adding a column or index to a large table, planning a rollback, or preparing a zero-downtime deploy.

  10,521 通過 npx skills add affaan-m/ecc --skill database-migrations

• laravel-patterns affaan-m/ecc

  Laravel architecture patterns, routing/controllers, Eloquent ORM, service layers, queues, events, caching, and API resources for production apps. Use when building or reviewing Laravel apps — controllers, Eloquent, service layers, queues, or API resources.

  10,466 通過 npx skills add affaan-m/ecc --skill laravel-patterns

• similarity-search-patterns wshobson/agents

  Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.

  10,169 通過 npx skills add wshobson/agents --skill similarity-search-patterns

• clickhouse-io affaan-m/ecc

  ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads. Use when writing ClickHouse schemas or queries, or when an analytical query is too slow.

  9,743 通過 npx skills add affaan-m/ecc --skill clickhouse-io

• neon-auth neondatabase/agent-skills

  Add authentication to a new app. Use for "add auth", "add login", Neon Auth (Managed Better Auth), identity routing, sign-up, sign-in, password reset, email OTP, magic links, organizations, phone OTP, OAuth, passkeys, MFA, trusted domains, invalid domain, and @neondatabase/auth. No existing identity: default to Managed Better Auth. Keep working Better Auth, Clerk, Supabase Auth, or another IdP. User asked to migrate from Supabase Auth: Managed Better Auth. A required plugin outside Managed support: self-managed Better Auth on a Neon Function or the existing app host. Also use for auth APIs in @neondatabase/neon-js.

  8,795 通過 npx skills add neondatabase/agent-skills --skill neon-auth

• clickhouse-architecture-advisor clickhouse/agent-skills

  MUST USE when designing ClickHouse architectures, selecting between ingestion or modeling patterns, or translating best practices into workload-specific system designs. Complements clickhouse-best-practices with decision frameworks and explicit provenance labels.

  8,691 通過 npx skills add clickhouse/agent-skills --skill clickhouse-architecture-advisor

• kotlin-exposed-patterns affaan-m/ecc

  JetBrains Exposed ORM patterns including DSL queries, DAO pattern, transactions, HikariCP connection pooling, Flyway migrations, and repository pattern. Use when working with the Exposed ORM — DSL or DAO queries, transactions, pooling, or migrations.

  8,613 通過 npx skills add affaan-m/ecc --skill kotlin-exposed-patterns

• flutter-working-with-databases flutter/agent-plugins

  8,434 通過 npx skills add flutter/agent-plugins --skill flutter-working-with-databases

• apify-generate-output-schema apify/agent-skills

  Deprecated. Output schema generation moved to the apify-actor-development skill; prefer that skill whenever it is available.

  7,665 通過 npx skills add apify/agent-skills --skill apify-generate-output-schema

• clickhouse-js-node-troubleshooting clickhouse/agent-skills

  Troubleshoot and resolve common issues with the ClickHouse Node.js client (@clickhouse/client). Use this skill whenever a user reports errors, unexpected behavior, or configuration questions involving the Node.js client specifically — including socket hang-up errors, Keep-Alive problems, stream handling issues, data type mismatches, read-only user restrictions, proxy/TLS setup problems, or long-running query timeouts. Trigger even when the user hasn't precisely named the issue; vague symptoms like "my inserts keep failing" or "connection drops randomly" in a Node.js context are strong signals to use this skill. Do NOT use for browser/Web client issues.

  7,247 通過 npx skills add clickhouse/agent-skills --skill clickhouse-js-node-troubleshooting

• clickhouse-js-node-coding clickhouse/agent-skills

  Write idiomatic application code with the ClickHouse Node.js client (`@clickhouse/client`). Use this skill whenever a user is *building* against the Node.js client — configuring the client, pinging, inserting rows in JSON or raw formats, selecting and parsing results, binding query parameters, managing sessions and temporary tables, working with data types or customizing JSON parsing. Do NOT use for browser/Web client code.

  6,687 通過 npx skills add clickhouse/agent-skills --skill clickhouse-js-node-coding

• nextjs-supabase-auth sickn33/agentic-awesome-skills

  Expert integration of Supabase Auth with Next.js App Router

  6,499 通過 npx skills add sickn33/agentic-awesome-skills --skill nextjs-supabase-auth

• connecting-to-data-source aws/agent-toolkit-for-aws

  Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers connection hints from user, discovers existing connections and RDS/Redshift candidates, registers credentials in Secrets Manager or IAM DB auth, configures VPC, and tests. Triggers on: connect to database, set up Glue connection, register data source, connect to Snowflake/BigQuery/RDS, connection timeout, test connection, troubleshoot connection. Do NOT use for moving data (use ingesting-into-data-lake), creating tables (use creating-data-lake-table), queries (use querying-data-lake), catalog exploration (use exploring-data-catalog), or SaaS (Salesforce, ServiceNow, SAP, MongoDB, Kafka).

  6,121 通過 npx skills add aws/agent-toolkit-for-aws --skill connecting-to-data-source

• clickhouse-js-node-rowbinary clickhouse/agent-skills

  Generate TypeScript/JavaScript code that reads/decodes AND writes/encodes ClickHouse RowBinary streams for the ClickHouse HTTP server. Use this skill whenever a user wants to parse or produce `RowBinary`, `RowBinaryWithNames`, or `RowBinaryWithNamesAndTypes`. Node.js only, doesn't cover browsers.

  6,113 通過 npx skills add clickhouse/agent-skills --skill clickhouse-js-node-rowbinary

• redis-patterns affaan-m/ecc

  Redis data structure patterns, caching strategies, distributed locks, rate limiting, pub/sub, and connection management for production applications. Use when adding caching, a distributed lock, rate limiting, or pub/sub with Redis, or when key design needs review.

  5,983 通過 npx skills add affaan-m/ecc --skill redis-patterns

• mysql-patterns affaan-m/ecc

  MySQL and MariaDB schema, query, indexing, transaction, replication, and connection-pool patterns for production backends. Use when designing MySQL or MariaDB schemas and indexes, or when a query, transaction, or replica lags.

  5,979 通過 npx skills add affaan-m/ecc --skill mysql-patterns

• querying-data-lake aws/agent-toolkit-for-aws

  Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on phrases like: query data, run SQL, athena query, analyze table, SQL query, workgroup status, profile table, query Redshift catalog, query S3 Tables. Do NOT use for finding specific data assets (use finding-data-lake-assets), full catalog audits (use exploring-data-catalog), importing data (use ingesting-into-data-lake).

  5,946 通過 npx skills add aws/agent-toolkit-for-aws --skill querying-data-lake

• airtable-automation claude-office-skills/skills

  Airtable database automation - views, automations, integrations, and workflow triggers

  5,705 通過 npx skills add claude-office-skills/skills --skill airtable-automation

• prisma-patterns affaan-m/ecc

  Prisma ORM patterns for TypeScript backends — schema design, query optimization, transactions, pagination, and critical traps like updateMany returning count not records, $transaction timeouts, migrate dev resetting the DB, @updatedAt skipped on bulk writes, and serverless connection exhaustion. Use when writing a Prisma schema or query, or debugging transactions, migrations, or serverless connection limits.

  5,538 通過 npx skills add affaan-m/ecc --skill prisma-patterns

• exporting-rds-to-s3 aws/agent-toolkit-for-aws

  Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data migration. Handles snapshot selection or creation, IAM role setup, KMS encryption, S3 bucket preparation, export task execution, progress monitoring, and data verification. Use when exporting RDS/Aurora data to S3 for Athena, Glue, or Redshift Spectrum consumption.

  5,408 通過 npx skills add aws/agent-toolkit-for-aws --skill exporting-rds-to-s3

• creating-amazon-aurora-db-cluster-with-instances aws/agent-toolkit-for-aws

  Creates a complete Amazon Aurora database cluster with instances, handling cluster creation, instance provisioning, and Secrets Manager password management in the proper sequence. Use when setting up new Aurora MySQL or PostgreSQL clusters with production-ready configuration.

  5,351 通過 npx skills add aws/agent-toolkit-for-aws --skill creating-amazon-aurora-db-cluster-with-instances

• drizzle lobehub/lobehub

  Use for Drizzle schemas and queries: tables, indexes, relations, joins and inferred types. Rollout belongs to db-migrations.

  5,259 通過 npx skills add lobehub/lobehub --skill drizzle

• mongodb-search-and-ai mongodb/agent-skills

  Guides MongoDB users through implementing and optimizing Atlas Search (full-text), Vector Search (semantic), and Hybrid Search solutions. Use this skill when users need to build search functionality for text-based queries (autocomplete, fuzzy matching, faceted search), semantic similarity (embeddings, RAG applications), or combined approaches. Also use when users need text containment, substring matching ('contains', 'includes', 'appears in'), case-insensitive or multi-field text search, or filtering across many fields with variable combinations. Provides workflows for selecting the right search type, creating indexes, constructing queries, and optimizing performance using the MongoDB MCP server.

  4,972 通過 npx skills add mongodb/agent-skills --skill mongodb-search-and-ai

• data360-schema-get forcedotcom/sf-skills

  Retrieve Data Lake Object (DLO) and Data Model Object (DMO) schema information from Salesforce Data Cloud using REST APIs. Use this skill when you need to inspect DLO or DMO field definitions, data types, or metadata. Takes org alias and optional DLO/DMO name as parameters.

  4,888 通過 npx skills add forcedotcom/sf-skills --skill data360-schema-get

• amazon-aurora-postgresql aws/agent-toolkit-for-aws

  Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express configuration, pgvector, Babelfish). Trigger for Aurora PostgreSQL cluster operations, express-configuration quick-start, ACU sizing, I/O-Optimized storage, commitment pricing, or PostgreSQL upgrade planning. For Aurora MySQL, use amazon-aurora-mysql instead. Contains safety guardrails, express-first routing, and response templates that override defaults.

  4,881 通過 npx skills add aws/agent-toolkit-for-aws --skill amazon-aurora-postgresql

• querying-aws-s3 aws/agent-toolkit-for-aws

  Queries S3 object metadata, tracks bucket activity, audits object changes, searches annotations, and analyzes storage metrics using S3 Metadata system tables (journal, inventory, annotation) and S3 Storage Lens tables via Athena SQL. Applies when counting objects, finding recent uploads or deletions, identifying who wrote to a prefix, breaking down storage classes, finding objects by tag, searching annotation content, analyzing storage lens metrics, or enabling S3 Metadata tracking. Prefers system tables over raw S3 APIs (list-objects-v2, head-object) at scale. Trigger phrases: bucket activity, object count, who uploaded, track deletions, storage class breakdown, find by tag, search annotations, storage lens metrics, audit bucket changes.

  4,841 通過 npx skills add aws/agent-toolkit-for-aws --skill querying-aws-s3

• amazon-elasticache aws/agent-toolkit-for-aws

  Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling pressure, Bedrock latency or cost, or adding a cache; activate when working with Redis, Valkey, Memcached, or any in-memory data store, cache-aside patterns, session stores, rate limiting, leaderboards, counters, streams, queues, pub/sub, distributed locks, feature flags, shopping carts, or other caching strategies. Activate for GenAI and ML retrieval: vector similarity search for low-latency retrieval, semantic caching, RAG, LLM response caching, embedding stores, AI agent memory, recommendation, personalization. Activate for ElastiCache lifecycle: provisioning (serverless or node-based), engine selection, CloudFormation/CDK/Terraform IaC, VPC connectivity, TLS, RBAC, IAM auth, Global Datastore, monitoring, troubleshooting, cost optimization, and migration from self-managed Redis. Do not trigger for browser caches, CDN/CloudFront, HTTP Cache-Control, CPU caches.

  4,755 通過 npx skills add aws/agent-toolkit-for-aws --skill amazon-elasticache

• mongodb-connection mongodb/agent-skills

  Optimize MongoDB client connection configuration (pools, timeouts, patterns) for any supported driver language. Use this skill when working/updating/reviewing on functions that instantiate or configure a MongoDB client (eg, when calling `connect()`), configuring connection pools, troubleshooting connection errors (ECONNREFUSED, timeouts, pool exhaustion), optimizing performance issues related to connections. This includes scenarios like building serverless functions with MongoDB, creating API endpoints that use MongoDB, optimizing high-traffic MongoDB applications, creating long-running tasks and concurrency, or debugging connection-related failures.

  4,741 通過 npx skills add mongodb/agent-skills --skill mongodb-connection

• cargo-observability getcargohq/cargo-skills

  Watch a Cargo workspace and get told when something breaks — scheduled threshold alerts over workflow telemetry (spans, runs, records), a storage model freshness or row count, or any SQL query, firing a connector, tool, or agent when a metric breaches. Triggers: "alert me when", "notify me if", "let me know when the error rate", "monitor this workflow", "tell me if the sync stops", "warn me before I run out of credits", "dead man’s switch", "is this still running", "set up monitoring", plus listing, previewing, editing, and reviewing an alert firing history. Skip when: diagnosing something that already went wrong — use cargo-diagnostics.

  4,481 通過 npx skills add getcargohq/cargo-skills --skill cargo-observability

• optimizing-ef-core-queries dotnet/skills

  Optimize and improve the performance of slow Entity Framework Core (EF Core) queries: make them generate less SQL, make fewer database round-trips, and return results faster. Use whenever an EF Core or DbContext query or data-access path is slow or should be made faster — whether or not EF Core owns the database schema. For EF Core, not Dapper or raw ADO.NET.

  4,440 通過 npx skills add dotnet/skills --skill optimizing-ef-core-queries

• cloud-monitoring-metric-selection google/skills

  Retrieve, query, and identify relevant Google Cloud Monitoring metric descriptors for a GCP service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud Storage, etc.). Use when asked to find, list, search, or discover GCP metric types, names, kind/value schemas, or descriptors.

  4,397 通過 npx skills add google/skills --skill cloud-monitoring-metric-selection

• rds-oss aws/agent-toolkit-for-aws

  Advises on Amazon RDS open-source engines (MySQL, MariaDB, PostgreSQL) for instance creation, upgrade planning, commitment pricing, proxy evaluation, and Blue/Green deployments. Handles any RDS MySQL, MariaDB, or PostgreSQL question, including create a production-ready RDS MySQL instance, provision an RDS PostgreSQL database, run the RDS upgrade advisor for my RDS MySQL instance, what are my upgrade options, upgrade RDS MariaDB from 10.6 to the latest version, should I buy reserved instances or a savings plan for db.r7g.2xlarge RDS MySQL, change a VARCHAR to INT column on RDS MySQL 8.0 with Blue/Green, and does RDS Proxy help when PgBouncer already runs in transaction mode. Covers instance creation with production best practices, describe-db-instances and describe-db-engine-versions upgrade-target workflow, live prechecks via SSM or direct connection, RI versus DSP commitment pricing, RDS Proxy versus PgBouncer, and Blue/Green lifecycle with binlog replay compatibility.

  4,342 通過 npx skills add aws/agent-toolkit-for-aws --skill rds-oss

• drizzle-orm bobmatnyc/claude-mpm-skills

  4,298 通過 npx skills add bobmatnyc/claude-mpm-skills --skill drizzle-orm

• database-schema-designer softaworks/agent-toolkit

  Design robust, scalable database schemas for SQL and NoSQL databases. Provides normalization guidelines, indexing strategies, migration patterns, constraint design, and performance optimization. Ensures data integrity, query performance, and maintainable data models.

  4,266 通過 npx skills add softaworks/agent-toolkit --skill database-schema-designer

• mongodb-natural-language-querying mongodb/agent-skills

  Generate read-only MongoDB queries (find) or aggregation pipelines using natural language, with collection schema context and sample documents. Use this skill whenever the user asks to write, create, or generate MongoDB queries, wants to filter/query/aggregate data in MongoDB, asks "how do I query...", needs help with query syntax, or discusses finding/filtering/grouping MongoDB documents. Also use for translating SQL-like requests to MongoDB syntax. Does NOT handle Atlas Search ($search operator), vector/semantic search ($vectorSearch operator), fuzzy matching, autocomplete indexes, or relevance scoring - use search-and-ai for those. Does NOT analyze or optimize existing queries - use mongodb-query-optimizer for that. Does NOT handle aggregation pipelines that involve write operations. Requires MongoDB MCP server.

  4,252 通過 npx skills add mongodb/agent-skills --skill mongodb-natural-language-querying

• sql-queries anthropics/knowledge-work-plugins

  Write correct, performant SQL across all major data warehouse dialects (Snowflake, BigQuery, Databricks, PostgreSQL, etc.). Use when writing queries, optimizing slow SQL, translating between dialects, or building complex analytical queries with CTEs, window functions, or aggregations.

  4,246 通過 npx skills add anthropics/knowledge-work-plugins --skill sql-queries

• querying-aws-sagemaker-catalog aws/agent-toolkit-for-aws

  Runs SQL analytics on SageMaker Catalog asset metadata tables exported as Apache Iceberg in S3 Tables. Covers governance queries, asset growth tracking, ownership audits, time-travel over catalog state, and metadata quality analysis. Applies when querying catalog inventory, finding assets without descriptions, comparing catalog snapshots, or auditing data ownership. Trigger phrases: catalog inventory SQL, how many assets, assets without descriptions, asset growth over time, who owns this data, catalog governance, data quality audit, catalog analytics.

  4,225 通過 npx skills add aws/agent-toolkit-for-aws --skill querying-aws-sagemaker-catalog

• prisma-expert sickn33/agentic-awesome-skills

  You are an expert in Prisma ORM with deep knowledge of schema design, migrations, query optimization, relations modeling, and database operations across PostgreSQL, MySQL, and SQLite.

  4,156 通過 npx skills add sickn33/agentic-awesome-skills --skill prisma-expert

• database sync claude-office-skills/skills

  Automate database synchronization, replication, migration, and cross-platform data integration

  4,083 通過 npx skills add claude-office-skills/skills --skill database-sync

• basin cloudflare/skills

  Build and troubleshoot Cloudflare Basin analytics workflows with Basin Pipelines, Basin Catalog, and Basin SQL. Use for streaming data into R2 Iceberg tables, managing catalogs, or querying those tables; also use for requests using the former Data Platform, Pipelines, R2 Data Catalog, or R2 SQL names.

  4,033 通過 npx skills add cloudflare/skills --skill basin

• rds-sqlserver aws/agent-toolkit-for-aws

  Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server. Applicable when users ask about SSMS times out connecting from EC2, Cannot generate SSPI context with Windows auth, connect RDS SQL Server from Lambda with pymssql, auth_scheme shows NTLM instead of KERBEROS on ECS Fargate, SSM tunnel to RDS SQL Server from laptop, port 1433 security group, TrustServerCertificate=True for localhost tunnels, SPN MSSQLSvc, AWS Managed Microsoft AD, CNAME not RDS endpoint for Kerberos, tds_version='7.4', encryption='require', port-as-string for pymssql, Secrets Manager credential caching in Lambda, error 18456 login failed. Covers Python (pymssql, pyodbc), .NET (Microsoft.Data.SqlClient), Java (JDBC mssql-jdbc), Node.js (tedious), IAM auth via RDS Proxy, and VPC/ECS/EKS/Lambda deployment.

  3,948 通過 npx skills add aws/agent-toolkit-for-aws --skill rds-sqlserver

• database-observability grafana/skills

  Set up Grafana Cloud Database Observability for MySQL and PostgreSQL — enables `pg_stat_statements` / Performance Schema, creates a least-privilege monitoring user, configures the `database_observability.postgres` / `database_observability.mysql` Alloy components, ships query samples + visual explain plans + RED metrics + schema details to Grafana Cloud, and correlates slow queries with application traces via `db.statement` / `db.system` OTel attributes. Use when monitoring database performance, diagnosing slow queries, setting up DB observability for RDS / Aurora / Cloud SQL / Azure Database / self-managed instances, correlating DB metrics with APM, or alerting on query latency — even when the user says "my database is slow", "find the slow queries", or "monitor RDS" without saying "observability".

  3,732 通過 npx skills add grafana/skills --skill database-observability

• mongodb-mcp-setup mongodb/agent-skills

  Guide users through configuring key MongoDB MCP server options. Use this skill when a user has the MongoDB MCP server installed but hasn't configured the required environment variables, or when they ask about connecting to MongoDB/Atlas and don't have the credentials set up.

  3,721 通過 npx skills add mongodb/agent-skills --skill mongodb-mcp-setup

• graphql-schema apollographql/skills

  Guide for designing and changing GraphQL schemas following industry best practices. Use this skill whenever you create or edit GraphQL SDL, such as a `schema.graphql` file or `typeDefs`, including when: (1) designing a new GraphQL schema or API, (2) adding or changing types, fields, arguments, mutations, or descriptions in an existing schema, (3) reviewing existing schema for improvements, (4) deciding on type structures or nullability, (5) implementing pagination or error patterns, (6) ensuring security in schema design.

  3,685 通過 npx skills add apollographql/skills --skill graphql-schema

• nestjs-best-practices giuseppe-trisciuoglio/developer-kit

  Provides comprehensive NestJS best practices including modular architecture, dependency injection scoping, exception filters, DTO validation with class-validator, and Drizzle ORM integration. Use when designing NestJS modules, implementing providers, creating exception filters, validating DTOs, or integrating Drizzle ORM within NestJS applications.

  3,652 通過 npx skills add giuseppe-trisciuoglio/developer-kit --skill nestjs-best-practices

• nestjs-code-review giuseppe-trisciuoglio/developer-kit

  Provides comprehensive code review capability for NestJS applications, analyzing controllers, services, modules, guards, interceptors, pipes, dependency injection, and database integration patterns. Use when reviewing NestJS code changes, before merging pull requests, after implementing new features, or for architecture validation. Triggers on "review NestJS code", "NestJS code review", "check my NestJS controller/service".

  3,608 通過 npx skills add giuseppe-trisciuoglio/developer-kit --skill nestjs-code-review

• spanner-basics google/skills

  Assists in provisioning instances and databases, designing performant schemas, and querying data in Spanner. Use when designing primary keys, writing SQL queries or client library code, or diagnosing performance issues.

  3,583 通過 npx skills add google/skills --skill spanner-basics

• redis-core redis/agent-skills

  Core Redis modeling guidance — choose the right data structure (String, Hash, List, Set, Sorted Set, JSON, Stream, Vector Set) and use consistent colon-separated key names. Use when designing a Redis data model, caching objects, deciding between Hash and JSON, building counters, leaderboards, membership sets, or session stores, or when reviewing/cleaning up Redis key naming.

  3,405 通過 npx skills add redis/agent-skills --skill redis-core

• spring-boot-project-creator giuseppe-trisciuoglio/developer-kit

  Creates and scaffolds a new Spring Boot project (3.x or 4.x) by downloading from Spring Initializr, generating package structure (DDD or Layered architecture), configuring JPA, SpringDoc OpenAPI, and Docker Compose services (PostgreSQL, Redis, MongoDB). Use when creating a new Java Spring Boot project from scratch, bootstrapping a microservice, or initializing a backend application.

  3,373 通過 npx skills add giuseppe-trisciuoglio/developer-kit --skill spring-boot-project-creator

• pp-movie-goat mvanhorn/printing-press-library

  The movie CLI that combines TMDb's discovery engine with OMDb's multi-source ratings — and ships a SQLite watchlist that flags what's streaming on your services right now. Trigger phrases: `what should I watch tonight`, `where can I stream <title>`, `rate <title>`, `compare <title> and <title>`, `what's <person>'s filmography`, `plan a <franchise> marathon`, `use movie-goat`, `run movie-goat`.

  3,358 通過 npx skills add mvanhorn/printing-press-library --skill pp-movie-goat

• migrating-to-amazon-redshift aws/agent-toolkit-for-aws

  Guides an end-to-end data-warehouse migration to Amazon Redshift — discovery, schema/SQL/stored-procedure/macro/script conversion, data migration, validation, performance comparison, and reporting. Source-routed via `references/<source>/`; Teradata (Vantage) is the supported source; additional sources are added as their own `references/<source>/` sets. Text-only knowledge (no executable code) — the AI generates all execution at runtime. Applies when a user wants to migrate Teradata to Amazon Redshift, convert Teradata DDL/SQL/stored procedures/macros/BTEQ to Redshift/RSQL, or assess Teradata-to-Redshift migration complexity. Applies only to migrations targeting Amazon Redshift; migrations to other platforms (Snowflake, BigQuery, Databricks, etc.) are out of scope regardless of source. Does not cover general Redshift administration, performance tuning, or troubleshooting of existing Redshift clusters (no migration involved), or sources not listed under references/.

  3,241 通過 npx skills add aws/agent-toolkit-for-aws --skill migrating-to-amazon-redshift

• mongodb-atlas-stream-processing mongodb/agent-skills

  Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports Kafka, Atlas clusters, S3, HTTPS, and Lambda integrations for streaming data workloads and event processing. NOT for general MongoDB queries or Atlas cluster management. Requires MongoDB MCP Server with Atlas API credentials.

  3,124 通過 npx skills add mongodb/agent-skills --skill mongodb-atlas-stream-processing

• effect-ts paulrberg/agent-skills

  Use for nontrivial Effect 3 work including services/layers, typed errors, Schema/JSONSchema, Config, runtime/concurrency, @effect/vitest, @effect/ai, @effect/sql, Effect Atom, or @prb/effect-next.

  3,076 通過 npx skills add paulrberg/agent-skills --skill effect-ts

• convex-schema-validator waynesutton/builder-skills

  Designs convex/schema.ts tables, validators, indexes, and relationships, and keeps the schema honest as data evolves. Use when creating tables, adding fields, choosing index fields, modeling relationships, or when a validator error appears at deploy time.

  2,972 通過 npx skills add waynesutton/builder-skills --skill convex-schema-validator

• write-query anthropics/knowledge-work-plugins

  Write optimized SQL for your dialect with best practices. Use when translating a natural-language data need into SQL, building a multi-CTE query with joins and aggregations, optimizing a query against a large partitioned table, or getting dialect-specific syntax for Snowflake, BigQuery, Postgres, etc.

  2,836 通過 npx skills add anthropics/knowledge-work-plugins --skill write-query

• senior-backend davila7/claude-code-templates

  Comprehensive backend development skill for building scalable backend systems using NodeJS, Express, Go, Python, Postgres, GraphQL, REST APIs. Includes API scaffolding, database optimization, security implementation, and performance tuning. Use when designing APIs, optimizing database queries, implementing business logic, handling authentication/authorization, or reviewing backend code.

  2,683 通過 npx skills add davila7/claude-code-templates --skill senior-backend

• cloud-databases-onboarding google/skills

  Guides users through discovering their database requirements, recommends a Google Cloud database based on a recommendation matrix, and assists in database creation. Use when a user asks 'What database service should I use?', 'Help me pick a database', or when a user wants to create a new database on Google Cloud. Don't use for general Google Cloud maintenance, managing existing databases, or database migrations.

  2,632 通過 npx skills add google/skills --skill cloud-databases-onboarding

• nestjs-expert sickn33/agentic-awesome-skills

  You are an expert in Nest.js with deep knowledge of enterprise-grade Node.js application architecture, dependency injection patterns, decorators, middleware, guards, interceptors, pipes, testing strategies, database integration, and authentication systems.

  2,624 通過 npx skills add sickn33/agentic-awesome-skills --skill nestjs-expert

• sql-queries phuryn/pm-skills

  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 SQL, building data reports, exploring databases, or translating business questions into queries.

  2,615 通過 npx skills add phuryn/pm-skills --skill sql-queries

• digits-fintech-swiss-template nexu-io/open-design

  Swiss-grid fintech deck template in black / warm paper / neon-lime contrast. Use when users ask for premium data-story slides with strict modular layout, bold numeric cards, restrained motion, and keyboard/click navigation in one HTML file.

  2,605 通過 npx skills add nexu-io/open-design --skill digits-fintech-swiss-template

• getting-datacloud-schema forcedotcom/sf-skills

  2,566 通過 npx skills add forcedotcom/sf-skills --skill getting-datacloud-schema

• dummy-dataset phuryn/pm-skills

  Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and demos.

  2,562 通過 npx skills add phuryn/pm-skills --skill dummy-dataset

• netlify-database netlify/context-and-tools

  Zero-config Postgres for Netlify apps via @netlify/database — querying data from Functions/Edge Functions, writing schema migrations, setting up Drizzle ORM, local dev with netlify dev, database branches for deploy previews, and migrating an existing Postgres project onto Netlify. Use when adding a database, building a contact form or CRUD API, writing SQL migrations, wiring up Drizzle, running netlify database commands, testing with a local Postgres, or switching from Neon/Supabase/RDS to Netlify Database.

  2,542 通過 npx skills add netlify/context-and-tools --skill netlify-database

• redshift-guide aws/agent-toolkit-for-aws

  Amazon Redshift is NOT PostgreSQL — corrects PostgreSQL-derived LLM mistakes; covers Redshift-specific SQL, DDL, COPY/UNLOAD, system views, metadata discovery, and operational patterns. Applies ONLY when the task is about Redshift itself (cluster, Serverless workgroup, or Redshift SQL). Pushes back on: CREATE INDEX, string_agg, pg_catalog, text type, SERIAL, stl_query, LATERAL, RETURNING. Triggers on: Redshift SQL, Redshift CREATE TABLE, Redshift COPY/UNLOAD, slow Redshift query, Redshift permission denied, Redshift disk full, Redshift system views, QUALIFY, PIVOT, MERGE, Redshift Data API, Redshift WLM, concurrency scaling, Redshift resize, Redshift Spectrum external tables. Does NOT apply to (defer to that service's own skill): Amazon S3 storage/bucket policies, Athena or Glue queries/catalogs, data-lake or Iceberg work outside Redshift, Aurora, RDS, or DynamoDB — but S3/Glue ARE in scope for Redshift COPY, UNLOAD, or data-lake queries (external schemas/tables on S3).

  2,495 通過 npx skills add aws/agent-toolkit-for-aws --skill redshift-guide

• redis-connections redis/agent-skills

  Redis client and connection guidance covering connection pooling, multiplexing, pipelining, client-side caching with RESP3, avoiding slow commands (KEYS, SMEMBERS, HGETALL), and tuning socket timeouts. Use when configuring a Redis client (redis-py, Jedis, Lettuce, NRedisStack), batching commands for throughput, eliminating per-request connection creation, iterating large keyspaces with SCAN, enabling client-side caching for read-heavy workloads, or setting connect and read timeouts.

  2,429 通過 npx skills add redis/agent-skills --skill redis-connections

• wecomcli-manage-smartsheet-schema wecomteam/wecom-cli

  2,413 通過 npx skills add wecomteam/wecom-cli --skill wecomcli-manage-smartsheet-schema

• mem runablehq/memory

  Store and retrieve memories (notes, facts, decisions, snippets, images) using a local SQLite database with full-text search. Use when you need to remember information across sessions, recall previous decisions, store code snippets, or search your knowledge base.

  2,381 通過 npx skills add runablehq/memory --skill mem

• blog-schema agricidaniel/claude-blog

  Generate complete JSON-LD schema markup for blog posts with Article/BlogPosting, Person, Organization, BreadcrumbList, ImageObject, and optional FAQPage. Validates against Google requirements and warns about deprecated types. Use when user says "schema", "blog schema", "json-ld", "structured data", "schema markup", "generate schema".

  2,347 通過 npx skills add agricidaniel/claude-blog --skill blog-schema

• turso-cloud tursodatabase/agent-skills

  Turso Cloud — fully managed SQLite-compatible database platform, accessed over the network. Use when connecting an application to a Turso Cloud database, creating or scoping auth tokens (JWT, fine-grained permissions, JWKS/external auth providers), or provisioning and managing cloud databases. Covers per-language SDKs (JavaScript/TypeScript, Python, Go, Rust), authentication & authorization, and marketplace integrations (Vercel).

  2,317 通過 npx skills add tursodatabase/agent-skills --skill turso-cloud

• odoo-development mindrally/skills

  Expert guidance for Odoo ERP development including Python ORM, XML views, and module architecture

  2,250 通過 npx skills add mindrally/skills --skill odoo-development

說明文字由作者本人以英文撰寫。安裝前請先到儲存庫閱讀技能的程式碼。