SuperAgent

When to use it

Use SuperAgent when the request naturally contains more than one job: understand a file, research a claim, create study material and decide what to do next. If you only want a single, well-defined output, opening the specialist directly is faster.

What happens after you send

1. Understand the brief. SuperAgent identifies the desired outputs, constraints, attached material and dependencies between steps.
2. Make a work plan. It decides whether the task can be answered directly or should be delegated.
3. Route specialist work. Notes, USMLE, Research, Deep Search, Labelling and Forgetting can be called as specialist runs, and a persistent commitment can be proposed as a Goal.
4. Track the outputs. Specialist progress and artifacts return to the parent conversation.
5. Close the loop. SuperAgent explains what is ready, what each card contains and where important uncertainty remains.

What it does not do

SuperAgent does not make every specialist interchangeable. Research uses literature workflows; Notes works from the supplied teaching material; Goals commit to an outcome and hand the scheduling to Planning. Routing preserves those differences.

Example

“Use these endocrine slides to make faithful notes. Check whether the treatment thresholds are current, then set a goal to pass the endocrine block and a short-answer test for Friday.”

The run should separate material transformation, evidence checking and planning rather than blend them into one untraceable answer.