Teaching AI Agents by Demonstration: A New Paradigm

How do humans learn new skills? We watch, we practice, we master. It's a natural process that has worked for millennia. So why do we force AI agents to learn through code? The Demonstration Gap Current AI agent development requires writing complex automation scripts, maintaining brittle selectors, and debugging when websites change. This is fundamentally unnatural. What if teaching an AI agent was as simple as showing it what to do? Learning by Example SkillForge introduces a new paradigm: teaching AI agents by demonstration. Instead of writing code, you simply record yourself performing a task: Navigate to a website Fill out a form Extract data Submit a request The AI observes your actions, understands the intent, and creates a reusable skill file. The SKILL.md Format The result is a structured SKILL.md file: # Submit Expense Report ## Goal Complete and submit an expense report ## Workflow 1. Navigate to expense portal 2. Upload receipt image 3. Fill amount and category 4. Add descrip