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

Home opens with SuperAgent for written questions and file-based work. Select Live Talk above the same composer when you want to practise out loud. The switch keeps your text and attachments; the heading, background and options follow the mode you choose.

Live Talk

Start with Live Talk when you want to explain today’s material and be questioned on it. Name a topic, attach your slides or choose material from Drive. A deck opens a page picker before the call, and past sessions remain in the Sessions panel.

SuperAgent

Use SuperAgent for a written question or a request with more than one deliverable. It can answer directly, break the work into stages, call the appropriate specialists, and return their outputs in one conversation. Choose a specialist under + → Agents when you want to direct the work yourself.

A request such as “turn this cardiology deck into notes, check the guideline-sensitive claims, and make a short exam” belongs here.

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

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

1. Define the outcome. State what you want produced, who it is for, and any deadline or exam context.
2. Add the source material. Attach the slides, paper, image, or notes that should anchor the work.
3. Follow the run. The conversation shows the active agent, its progress, and any specialist hand-offs.
4. Review the output. Open the generated artifact, inspect its sources where available, and ask for revisions in the same conversation.

Choose a specialist

Build from source material

Notes turns lectures and PDFs into structured notes while preserving the source context.

Practise and test understanding

Live Talk is the flagship: you talk through the material out loud, explain it back, and get questioned on the gaps. Labelling creates active-recall exercises from labelled diagrams embedded in a PowerPoint deck. USMLE, MCQ, and SAQ generate written practice in different formats.

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

Goals turn a persistent study commitment — an exam, a topic, a skill — into a feasible plan of daily tasks, with progress measured from the practice you actually do.

Forgetting schedules the questions you have already practised for the day you are most likely to be losing them, grading each review from your normal practice rather than asking you to rate yourself.

Workspace essentials

Drive

Drive keeps uploaded sources and generated artifacts available beyond a single conversation.

Connectors

Connectors let supported external services provide context to the workspace. Each connection has its own permissions and scope.

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.

Invite friends

Invite friends to KoiSwarm and both of you receive 500 bonus credits.

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.