Agent Engineering

Skill: Getting Agents to the Destination Faster

Select a scenario, watch the auto-play demo, and compare the "bad loop" vs "good loop" execution approaches.

Skill = process description + tool call guidance

Keep the ReAct loop as short and efficient as possible

Ready to Start

ReAct without Skill

Essence: Skill is simply writing experience as documentation—nothing technically novel. Tell the AI in natural language: for this type of task, do this first, then this, call this tool. The AI thinks it through before heading out and gets everything done in one trip.

Corresponding SKILL.md file ↓ (the secret to the good loop)

📄 SKILL.md

Cursor / Claude Code / Copilot all support the Skill standard. The core is a single SKILL.md file that AI automatically loads when a matching task is detected. A well-written Skill = turning your experience into AI capability.