Skill rating

Use this skill whenever the user needs to operate or troubleshoot a MySQL 8.x or MariaDB 10.6+ server as a DBA — a one-shot server health overview (version + flavor, connection headroom, replica role)

Technical GDPR compliance audit — data mapping, encryption verification, access control review, data retention analysis, DPIA templates, and cross-border transfer assessment. Distinct from gdpr-checke

Hive 到阿里云 DLF Paimon 数据迁移工具，覆盖存量迁移与增量迁移全流程。存量迁移：Hive DDL 自动转换为 Paimon DDL 与 format-table 外表、rclone 同步 HDFS 到 OSS、Spark Thrift Server 执行 INSERT OVERWRITE，支持 orc/parquet/csv/json/text；提供 --auto-create-d

Build data pipelines for ETL (Extract, Transform, Load). Connect databases, APIs, files, and cloud storage. Transform and sync data automatically. Use when you need to move and transform data between

AI 全栈项目脚手架工厂 — 从需求描述到可运行项目，一键生成代码框架、Makefile、任务追踪和 Docker 部署配置

一体化发版兼容性检查工具。自动分析 Git diff 检测发版兼容性，通过代码智能识别推送中心/Gateway/配置变更，自动检测 SQL 脚本兼容性并生成多数据库版本，输出完整的 TODO 清单和 Markdown 报告。

Dokploy (dokploy.com). Use this skill for ANY Dokploy request — reading, creating, updating, and deleting data. Whenever a task involves Dokploy, use this skill instead of calling the API directly.

Use this skill when you develop, design, build, deploy, debug, migrate, or troubleshoot CloudBase (腾讯云开发, 云开发, TCB, 微信云开发) projects — Web, 微信小程序, 小程序, uni-app, mobile (iOS, Android, Flutter, React Nat

将 TRAE design 模式的设计稿、UI 截图、Figma 链接或手绘草图转换为可直接运行的本地应用代码。支持解析设计结构、提取样式参数、生成多端响应式代码、处理资源文件，并输出可立即启动的完整项目。

Analyze errors, stack traces, and logs to diagnose root causes and suggest fixes. Use when debugging Python, Node.js, Go, or Bash errors, interpreting Kubernetes events, diagnosing Docker issues, or r

PG-MCP助手免费版是一套基于 MCP工具协议的 `PostgreSQL` 数据库管理与优化知识库，帮助开发者在不离开 Agent 对话的前提下完成数据库健康检查、索引优化、查询计划分析、模式查询与

PG任务队列免费版是一套基于 `PostgreSQL` 的轻量任务队列知识库，帮助独立开发者在不引入 Redis 或 RabbitMQ 的前提下，用一张数据库表实现可靠的异步任务调度。核心能力：提供基于

Rewrite text to ASD-STE100 Simplified Technical English.

Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to

Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected automatically and compute that runs next to your data.

PostgreSQL interactive terminal (psql) reference and usage guide.

Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery, Snowflake, Redshift, and Postg

Zero-knowledge SSH ops CLI — server health checks, docker/systemd control, log tailing, Postgres introspection, and declarative deploys, without ever exposing credentials to the agent.

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Codebase Onboarding

MindsDB MCP服务器交互技能，用于通过自然语言查询和操作200+企业级数据源。当用户需要查询数据库、分析数据、创建AI模型、连接数据源（MySQL、PostgreSQL、MongoDB、Excel、CSV、Gmail、Slack等）、执行SQL查询、进行数据预测、构建知识库（RAG）、智能问答、文档检索或任何与数据库交互的任务时使用此技能。即使没有明确提到MindsDB，只要涉及数据库操作

Deploy and operate apps on Render (Blueprint + one-click Dashboard deeplink, same flow as Codex render-deploy). Use when the user wants to deploy, host, or publish an app; create or edit render.yaml;

Write a disaster recovery plan for a service or system — covering RPO/RTO targets, failure scenario runbooks, backup and restore procedures, DR testing cadence, and communication templates. Use when a

Build a complete, production-ready full-stack web application from PRD documents, prototype images, and resource files. Handles the entire pipeline: system design, database schema, seed data, backend

Datadog is a hosted observability platform for infrastructure monitoring, application performance monitoring (APM), log management, and alerting. Use when a user needs to set up Datadog agents, create

Zabbix is an open-source platform for enterprise infrastructure monitoring, configured here with templates, triggers, discovery rules, and the JSON-RPC API. Use when a user needs to set up Zabbix serv

PostgreSQL-specific development assistant focusing on unique PostgreSQL features, advanced data types, and PostgreSQL-exclusive capabilities. Covers JSONB operations, array types, custom types, range/

Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL in

Deploy and operate apps on Render (Blueprint + one-click Dashboard deeplink, same flow as Codex render-deploy). Use when the user wants to deploy, host, or publish an app; create or edit render.yaml;

Persistent memory and instant knowledge retrieval for your OpenClaw agent. Compile 60+ file formats into queryable .aura archives and give your agent a 3-tier memory that survives sessions, compact...

Master relational databases with SQL. Schema design, queries, performance, migrations for PostgreSQL, MySQL, SQLite, SQL Server.

A meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and prevents skill overuse for simple tasks.

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

List and test exposed PostgreSQL RPC functions for security issues and potential RLS bypass.

Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration

Exécute des requêtes SQL en lecture seule sur plusieurs bases de données PostgreSQL. À utiliser pour : (1) interroger des bases PostgreSQL, (2) explorer les schémas/tables, (3) exécuter des requêtes S

Use when working with LaminDB, the open-source lineage-native lakehouse for biological datasets and models. Covers setup, artifact registration, query/search, lineage tracking, validation, ontology-ba

Expert-level Docker containerization, image optimization, and container orchestration. Use this skill for building efficient Docker images, managing containers, and implementing Docker best practices.

Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL in

Expert guide for creating Docker Compose configurations, Dockerfiles, and container orchestration. Use when containerizing applications, setting up development environments, or configuring multi-conta

PRやコード変更の汎用コードレビューを実施します。コードの品質、セキュリティ、設計を共通基準で評価し、approve/rejectを判断します。「このPRをレビュー」「コードレビューして」「マージ前チェック」などの依頼や、gh pr viewコマンドの実行時に使用してください。

Guided onboarding and best practices for building applications with PowerSync — Cloud and self-hosted setup, sync configuration, client SDK usage, backend integration (Supabase, custom Postgres, Mongo

Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations.

Autonomous AI agent platform for building and deploying continuous agents. Use when creating visual workflow agents, deploying persistent autonomous agents, or building complex multi-step AI automatio

Langflow is a visual builder for AI agents and workflows that serves every flow as a REST API endpoint and as an MCP tool. Use when a user asks to install or run Langflow, deploy Langflow with Docker

Run, verify, reseed, and repair Paperclip isolated dev workspace services. Use when asked to start or fix a managed project/worktree service and prove health, login readiness, cloned data, runtime vis

Installs and configures HashiCorp Boundary as a default-deny, identity-aware proxy for infrastructure access, including controller/worker setup, Vault-backed credential brokering, session recording, a

Automates credential rotation for service accounts across Active Directory, cloud platforms, and application databases to eliminate stale secrets and reduce compromise risk. Use when rotating or autom

Identifies and exploits SQL injection vulnerabilities in web applications during authorized penetration tests using manual techniques and automated tools like sqlmap. The tester detects injection poin

Creates and manages Cloud SQL instances for MySQL, PostgreSQL, and SQL Server. Handles backups, high availability, and secure connectivity for relational database workloads on Google Cloud.