Teaching AI New Skills Simplified

In a video titled “I Gave Claude New Skills – Teach, Don’t Prompt,” released on October 24, 2025, by the Prompt Engineering YouTube channel, viewers get a fascinating demonstration of enhancing Claude’s capabilities through Anthropic’s New Agent Skill. The creator skillfully blends real documentation to equip Claude with the ability to build a comprehensive full-stack application, showcasing a seamless integration from front-end development with Next.js to user authentication using Clerk. The narrative walks through the hands-on process of not just feeding information to Claude but teaching it to apply skills for unseen packages. The progression from downloading the necessary ADK documentation to crafting agentic systems shows the game-changing capacity of this approach. Although promising, the video highlights some complexities, like issues with API configurations, which were addressed with model updates, specifically using Gemini 2.5. Clerk’s role in the demonstration stands out, emphasizing its ease of integration for authentication and user management, beneficial for customer support frameworks. Despite minor challenges, the end implementation reflects a promising step towards enhancing AI-driven processes with robust documentation and system configuration assistance.