Automates Kaggle workflows including dataset management, competition submissions, and notebook execution via Rube MCP.
The Kaggle Automation skill integrates Claude Code with the Kaggle platform through Composio's Rube MCP, enabling data scientists to manage their entire workflow from the terminal. It provides automated capabilities for searching datasets, submitting to competitions, and checking execution statuses without manual browser intervention. By utilizing dynamic tool discovery, the skill ensures compatibility with the latest Kaggle API schemas, allowing for a robust, production-grade automation experience for machine learning projects.
主要功能
01Dynamic tool discovery for up-to-date Kaggle API schemas
02Automated competition submission and leaderboard tracking
03Secure connection management via Rube MCP and Composio
04Dataset discovery and metadata management
050 GitHub stars
06Support for multi-step data science workflow execution
使用场景
01Programmatically searching and downloading niche datasets for ML models
02Monitoring Kaggle notebook execution and output statuses
03Automating daily submissions for active Kaggle competitions
