Detect when a task is being repeated often enough to be worth automating, then propose the right automation — a PROGRAM (deterministic script) or a SKILL (reusable judgment procedure). Analyzes the current session, the memory/ record, or an observation log; classifies program-vs-skill; estimates payoff; drafts the automation. Proposes, never auto-builds. Use when you catch yourself or the user repeating a multi-step task, or to mine an observation log periodically.
