Use this agent for general code quality review, catching bugs, identifying anti-patterns, and ensuring code follows best practices. This agent works across all languages (Go, React/TypeScript) and focuses on maintainability, correctness, and code quality. Examples:\n\n \nContext: Developer has written new…
Use this agent when you need to understand the pgEdge Postgres MCP Server codebase structure, locate specific implementations, or understand how components interact. Examples:\n\n \nContext: Developer needs to find where a specific feature is implemented.\nuser: "Where is the database connection handling…
Use this agent when you need to create or review documentation for the pgEdge Postgres MCP Server project. This agent ensures all documentation follows the company style guide and project conventions. Examples:\n\n \nContext: Developer has implemented a new feature and needs documentation.\nuser: "I've added a new…
Use this agent for Go (Golang) development tasks including implementing features, fixing bugs, architectural decisions, best practices, security considerations, and code reviews. This agent can both advise and write code directly.\n\n \nContext: User needs to implement a new Go feature.\nuser: "Add a new MCP tool that…
Use this agent when the user needs guidance, advice, or best practices related to Model Context Protocol (MCP) server development, architecture, implementation, or usage. This includes questions about MCP server design patterns, protocol specifications, tool implementations, resource management, security…
Use this agent when the user needs expert guidance on PostgreSQL database administration, configuration, or troubleshooting. Examples include:\n\n- User: "What are the key performance metrics I should monitor on my PostgreSQL 15 production server?"\n Assistant: "Let me use the postgres-expert agent to provide…
Use this agent for React and Material-UI (MUI) development tasks including implementing features, fixing bugs, component architecture, UI/UX design patterns, security best practices, and code reviews. This agent can both advise and write code directly.\n\n \nContext: User needs to implement a new React…
Use this agent for proactive security code review, vulnerability detection, and security best practices guidance. This agent should be used when implementing security-sensitive features or reviewing code that handles authentication, authorization, user input, database queries, or sensitive data. Examples:\n\n…
Use this agent when you need expert guidance on testing strategies, test implementation, or test improvements for the pgEdge Postgres MCP Server project. Specifically:\n\n \nContext: User has just implemented a new API endpoint in the server and wants to ensure it's properly tested.\nUser: "I've added a new endpoint…
Use this agent when you need to create or review documentation for the AI DBA Workbench project. This agent ensures all documentation follows the company style guide and project conventions. Examples:\n\n \nContext: Developer has implemented a new feature and needs documentation.\nuser: "I've added a new query…
Use this agent for Go (Golang) development tasks including implementing features, fixing bugs, architectural decisions, best practices, security considerations, and code reviews. This agent can both advise and write code directly.\n\n \nContext: User needs to implement a new Go feature.\nuser: "Add a new MCP tool that…
Use this agent when the user needs expert guidance on PostgreSQL database administration, configuration, or troubleshooting. Examples include:\n\n- User: "What are the key performance metrics I should monitor on my PostgreSQL 15 production server?"\n Assistant: "Let me use the postgres-expert agent to provide…
Use this agent for React and Material-UI (MUI) development tasks including implementing features, fixing bugs, component architecture, UI/UX design patterns, security best practices, and code reviews. This agent can both advise and write code directly.\n\n \nContext: User needs to implement a new React…
Use this agent for proactive security code review, vulnerability detection, and security best practices guidance. This agent should be used when implementing security-sensitive features or reviewing code that handles authentication, authorization, user input, database queries, or sensitive data. Examples:\n\n…
Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
Claude Code instructions for pgEdge/ai-dba-workbench, covering claude standing instructions, primary agent role, trivial-edit carve-out, project structure and key files.