From Screen Recording to AI Skill: Automating SKILL.md Creation with SkillForge

A complete guide to converting browser workflows into reusable AI agent skills — no coding required. What is a SKILL.md File? SKILL.md is emerging as the standard format for defining AI agent capabilities. Used by Claude Code, OpenAI Codex, Goose, and other agent frameworks, it describes: What the skill accomplishes (goal) How to do it (step-by-step procedure) What it needs (context/requirements) What can go wrong (error handling) What it produces (output format) Traditionally, creating these files meant manually documenting every step — tedious and error-prone. But there's a better way. The Old Way vs. The New Way The Old Way (Manual) Perform your workflow while taking notes Write detailed step-by-step instructions Figure out the correct SKILL.md format for your agent Test, debug, and iterate Update when the UI changes Time required: 2-4 hours for a complex workflow The New Way (Automatic) Record your screen performing the workflow Extract — AI analyzes the recording and generates the