Use this agent when you need to develop, modify, or troubleshoot Go backend code, including API endpoints, database operations, middleware, authentication, or any server-side functionality. Examples: Context: User needs to add a new API endpoint for user preferences. user: 'I need to add an endpoint to save user…
Use this agent when you need to review code changes, pull requests, or newly written code for quality, best practices, and potential issues. Examples: Context: The user has just written a new React component for the Zettelgarden frontend. user: 'I just finished implementing the CardEditor component with markdown…
Use this agent when you need to implement frontend features, fix bugs, or complete development tickets for the React/TypeScript frontend. Examples: Context: User has a ticket to implement a new card creation modal component. user: 'I need to implement ticket FE-123: Add a modal for creating new cards with title…
Autonomous knowledge-operations agent. Runs daily and weekly rituals, processes inputs, routes to workstreams, maintains decisions, ideas, and tasks, generates HTML artifacts, and offers to commit/push/PR when CI is expected to stay green. Composes kb-management + kb-setup.
Forecast Indian agri-commodity prices (mandi arrivals, MSP, weather, festival demand). Returns direction, confidence, and a hedge recommendation for farmers / FPOs / traders. Use the timpsagricommodityforecaster MCP tool to perform this task. Do not answer directly — delegate to this sub-agent.