Overview
KoiSwarm is a workspace for medical study and research. It combines a general coordinator with task-specific agents, so a request can stay focused without losing the files, sources, and outputs that support it.
Choose where to begin
Section titled “Choose where to begin”SuperAgent
Section titled “SuperAgent”Start with SuperAgent when the request has more than one deliverable or needs several kinds of work. It interprets the brief, breaks the work into stages, calls the appropriate specialists, and returns their outputs in one conversation.
A request such as “turn this cardiology deck into notes, check the guideline-sensitive claims, and make a short exam” belongs here.
KoiClaw
Section titled “KoiClaw”Use KoiClaw when you want to continue KoiSwarm work from a supported chat surface. It is a conversational route into the same workspace rather than a separate specialist.
Specialist agents
Section titled “Specialist agents”Open a specialist directly when the job is already clear: create notes, generate practice, investigate evidence, plan revision, or recover material that is starting to fade. A narrower starting point makes the workflow easier to inspect and refine.
From request to result
Section titled “From request to result”- Define the outcome. State what you want produced, who it is for, and any deadline or exam context.
- Add the source material. Attach the slides, paper, image, or notes that should anchor the work.
- Follow the run. The conversation shows the active agent, its progress, and any specialist hand-offs.
- Review the output. Open the generated artifact, inspect its sources where available, and ask for revisions in the same conversation.
Choose a specialist
Section titled “Choose a specialist”Build from source material
Section titled “Build from source material”Notes turns lectures and PDFs into structured notes while preserving the source context.
Practise and test understanding
Section titled “Practise and test understanding”Labelling creates active-recall exercises from labelled diagrams embedded in a PowerPoint deck. USMLE, MCQ, and SAQ generate written practice in different formats. Oral Exam runs an adaptive spoken viva and returns feedback.
Investigate a question
Section titled “Investigate a question”Research finds, appraises, and synthesizes literature with citations. Deep Search investigates a question across the web and returns source-linked findings.
Plan and retain
Section titled “Plan and retain”Planning uses the stored exam date, due concepts, and current knowledge estimate to propose a seven-day study plan. Forgetting brings back concepts that are most likely to fade.
Workspace essentials
Section titled “Workspace essentials”Drive keeps uploaded sources and generated artifacts available beyond a single conversation.
Connectors
Section titled “Connectors”Connectors let supported external services provide context to the workspace. Each connection has its own permissions and scope.
Credits
Section titled “Credits”Credits are the usage allowance for metered agent work. The credits page explains what is included in each plan and where the current balance appears.
Use the output responsibly
Section titled “Use the output responsibly”KoiSwarm is an educational tool, not a medical service. Check important clinical conclusions against authoritative sources, current local guidance, and qualified professionals.