data-collaboration-mcp

Analyze a project or workspace to identify repeated patterns and propose abstractions for improved code reuse and maintainability.

Review codebase changes and create well-structured conventional commits with Shortcut ticket links. Use when asked to commit, save changes, or prepare code for review.

Run linting checks and fix all issues idiomatically. Never disables rules or suppresses errors.

Migrate React components from Snowflake SQL queries to NQL using the useNqlQuery hook. Handles query design, case sensitivity, and React dependency optimization.

Create a new PR for the current branch or update an existing one. Follows team PR best practices for titles, descriptions, and checklists.

Analyze and improve a React/TypeScript code file following component composition, hooks, performance, and file organization best practices.

Create a new Shortcut ticket or rewrite an existing one with comprehensive specs including problem statement, requirements, SOC-2 compliance, and implementation plan.

Start development work on a Shortcut story. Creates a branch, analyzes requirements, sets up the environment, and plans implementation.

Test an MCP server feature (tool, resource, or prompt) using the MCP Inspector CLI mode. Validates response shapes, data correctness, and error handling.

Write tests for the specified code following AAA pattern, edge case coverage, and TypeScript best practices using bun test.

Generate comprehensive unit tests for React/TypeScript files using bun test runner with proper mocking, coverage targets, and organized test structure.