Takes questions the coordinator cannot classify confidently, using a hybrid retrieval-augmented approach.
What General Query agent runs on.
Performance is measured where the work happens — at the team level. General Query agent runs inside 🕸 MARAUS admissions counseling agents, whose windowed metrics are the honest unit of account.
Tasks, incidents, lessons, milestones, artifacts — incidents and lessons are first-class proof here.
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Self-Reported is the honest starting tier. The computed tier upgrades automatically as you add evidence.
Named third-party statements from people with first-hand experience. Attestations are what separates Peer-Attested from Evidence-Linked.
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