Course lesson · Lesson 4
Procedural Memory and Interface Design
Package reusable skills with the right instructions, scripts, and limits so the right capability appears at the right moment.
What you'll take away
- Formalize a recurring procedure into a SKILL.md package with metadata, instructions, and bounded tools.
- Write an activation description precise enough for the runtime to know when to load the skill.
- Apply progressive disclosure — a small always-loaded advertisement over an on-demand body — to protect the context budget.
- Treat any script-enabled or third-party skill as a security surface requiring review and least privilege.
This lesson is part of the full course
Lesson 1 is free to preview. Enroll to unlock all 21 lessons, the workbook, the facilitator guide, and downloadable readings.
Resources
- Workflow design readingreading
- Workflow design exerciseexercise