Procedural Memory (Skill Library)

Procedural memory stores "how to do things" — reusable sequences of actions that succeeded. Think of it as a library of mini-recipes the agent can replay.

Examples:

• "To file an expense report, do A, then B, then C."
• "To deploy the staging build, run X, wait for Y, then Z."

Without it, the agent re-derives the same plan from scratch every time — slow, expensive, and inconsistent. With a skill library, recurring tasks are solved instantly.