Skill rating

PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.

Master database schema and data migrations across ORMs (Sequelize, TypeORM, Prisma), including rollback strategies and zero-downtime deployments.

Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features

Search and deploy services from Railway's template marketplace. Use when user wants to add a service from a template, find templates for a specific use case, or deploy tools like Ghost, Strapi, n8n, M

Required reference for Prisma ORM 7 SQL driver adapter work. Use when implementing or modifying adapters, adding database drivers, or touching SqlDriverAdapter, Transaction, savepoint, result mapping,

Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM applications with detailed traces, running evaluations on datasets, or monitoring production A

Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to s

Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment stra

Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.

Quarkus Dev Services and testing: zero-config containers, @QuarkusTest, @QuarkusIntegrationTest, test resources, RestAssured, @InjectMock, profiles and continuous testing. Use when writing or fixing t

Create a new Quarkus project (Maven or Gradle) with the Quarkus CLI, code.quarkus.io API or Maven plugin, choose extensions, and run it in dev mode. Use when asked to scaffold, bootstrap or start a Qu

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 co

Configure Better Auth server and client, set up database adapters, manage sessions, add plugins, and handle environment variables. Use when users mention Better Auth, betterauth, auth.ts, or need to s

Provide CI/CD best practices and pipeline templates for GitHub Actions and GitLab CI, recommending configurations based on project type (frontend, backend, fullstack, library, monorepo, mobile). Trigg

Only use when the user explicitly invokes this skill by name.

AI-powered cross-border data compliance review agent. Automatically analyzes documents, matches regulations (GDPR/CCPA/PIPL), identifies risks, and generates actionable compliance reports in minutes.

MCP Database Server 是一个为AI助手和基于LLM的工具提供安全数据库访问的服务，支持SQLite、PostgreSQL、MySQL和MariaDB，具有查询验证、审计日志和安全控制功能。

Reviews sqlx database code for compile-time query checking, connection pool management, migration patterns, and PostgreSQL-specific usage. Use when reviewing Rust code that uses sqlx, database queries

WSL Ubuntu 服务一键部署。通过 wsl.exe + su -c root + aptitude，无需 SSH 即可在 Windows 宿主机上安全、快速地安装和管理后端服务。 覆盖 MySQL、Redis、Nginx、PostgreSQL、MongoDB 等任意 aptitude 可搜到的包。适用场景：WSL 运维、服务安装、环境搭建。

新项目建表拍脑袋，上线后慢查询满天飞？从需求到ER图到DDL到迁移策略，设计生产级数据库架构。覆盖规范化建模、索引策略、多租户设计、分库分表、向量数据库集成。支持MySQL/PostgreSQL/MongoDB/Redis/Milvus。 触发词：数据库设计、表结构设计、schema设计、ER图、建表、数据库建模、索引优化、数据库架构、数据模型、范式、反范式、分库分表、数据库迁移、DDL、数据库审

基于 LanceDB 与纯 JavaScript Embedding 的本地向量记忆系统，无需外部 API 或原生模块. 通过 Ollama 本地运行 nomic-embed-text 模型生成向量，所有数据完全留在本地，隐私至上. 提供五层记忆架构：热内存（SESSION-STATE.md）、温存储（LanceDB 向量）、冷存储（Git-Notes）、 精选归档（MEMORY.md + dai

Operate remote servers with the `sshx` CLI — inspect hosts, dissect remote logs with `sshx text`, run commands over SSH, transfer files over SFTP, apply a single remote file, manage named hosts, store

「在我电脑上明明能跑」——因为少了Docker。帮你写Dockerfile、构建镜像、配置多环境、编排docker-compose，从本地开发到服务器部署一条龙。支持Node.js/Python/Go/Java/前端全栈，覆盖CI/CD集成、安全加固、监控告警，告别环境不一致的噩梦。 触发词：Docker部署、容器化、镜像构建、Dockerfile编写、写Docker、docker-compose

基于 Tushare Pro A 股 daily 日线数据生成盘后市场研报的方法论 skill。当用户要求做每日盘面趋势、上证/创业板指数趋势、情绪指数趋势、赚钱效应与上涨主线分析、爆量下跌识别、容量上涨/科创板月线突破/10:30前涨停等特征分组分析、历史某日复盘、基于 daily/daily_basic/涨跌停/指数数据做量化选股观察时，必须优先使用本 skill。本 skill 先生成确定性

SQL query performance analyzer. Paste any slow query + EXPLAIN ANALYZE output and get an instant diagnosis: which nodes are bottlenecks, why row estimates are off, which indexes to add (B-tree, GIN, p

面向独立开发者与AI Agent的SQL全栈工具免费版。覆盖SQLite、`PostgreSQL`、MySQL三大数据库的Schema设计、查询模式、索引策略、迁移脚本与备份恢复等核心能力，内置JSONB查询、CTE递归、窗口函数等高级查询模式示例，帮助用户在命令行下完成数据库开发与运维的绝大多数任务

The Agent SaaS Factory: Build, Deploy, and Monetize Software Products with Autonomous AI Agents. Complete guide to using AI agents to autonomously build, deploy, and monetize micro-SaaS products: GitH

Replit Agent 助手，精通云端 AI 编程、自动部署、数据库集成、全栈应用开发

Automated integration testing with external services using testcontainers, wiremock, localstack. Use when developer needs to set up integration tests for testing with real services in Docker container

Provision SaaS services + sync creds via Stripe Projects.

Decision framework and patterns for architecting applications across AWS, Azure, and GCP.

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 work

S3-compatible object storage that branches with your Neon project, so files and the database stay in sync across every branch.

Provision instant temporary Postgres databases via Claimable Postgres by Neon (neon.new) with no login, signup, or credit card. Supports REST API, CLI, and SDK.

Guides and best practices for working with Neon Serverless Postgres. Covers setup, connection methods, branching, autoscaling, scale-to-zero, read replicas, connection pooling, Neon Auth, and the Neon

Use when doing ANY task involving Supabase.

Set up and orchestrate multi-container Docker applications using docker-compose, including service configuration, networking, volumes, and environment management. Use when the user requests docker com

Activepieces is an open-source workflow automation platform with a visual builder, 400+ integrations ("pieces"), code steps, branching, loops, and webhooks. Use when a user asks to self-host a Zapier

Actix Web is a high-performance async web framework for Rust. It provides type-safe extractors, routing, middleware and a built-in test harness for building fast, memory-safe HTTP APIs. Use when a use

Plausible is a privacy-first, cookie-free web analytics service that you can self-host (Community Edition) or use as Plausible Cloud. Covers the tracking snippet, custom event goals, the Next.js integ

Self-hosted AI accounting tool that analyzes receipts, invoices, and bank transactions using LLMs. Use when: automating personal/business bookkeeping, categorizing expenses with AI, preparing tax docu

Appsmith is an open-source low-code platform for building internal tools, admin panels, and dashboards. Use when a user asks to create CRUD interfaces, connect to databases or APIs with drag-and-drop

Deploys and integrates Chatwoot, an open-source customer support platform with live chat and a shared multi-channel inbox. Use when a user asks to set up open-source customer support, add live chat wi

Build backends and APIs with Directus headless CMS. Use when a user asks to create a headless CMS, build a content API without coding, set up a backend admin panel, create REST or GraphQL APIs from a

Open SWE is LangChain's open-source asynchronous coding agent: a self-hosted service that takes tasks from a dashboard, GitHub, Slack or Linear, works in an isolated sandbox and opens pull requests. U

Configure Telegraf as a metrics collection agent for infrastructure and application monitoring. Use when a user needs to collect system metrics, set up input plugins for databases and services, config

Windmill is an open-source platform for turning scripts into internal tools, workflows and webhooks, with auto-generated UIs, a flow editor and an app builder. Use when a user asks to build internal t

Apache Airflow is a platform for authoring, scheduling and monitoring workflows as Python DAGs. Use when the user wants to write a DAG, schedule an ETL or data pipeline, use the TaskFlow API, add conn

Hasura GraphQL Engine v2 generates a real-time GraphQL API (queries, mutations, subscriptions) over PostgreSQL and other databases, with row-level permissions per role. Use when a user asks to set up

NestJS is a TypeScript framework for building server-side Node.js applications with modules, dependency injection, controllers, guards and pipes. Use when creating a NestJS REST API, adding validation