VibeRounds
Vibe Rounds·Learner Tools

Clinical reasoning tools, built on the Vibe Rounds paradigm

A set of AI-assisted learning tools for case-based Socratic learning, multi-angle critical thinking, shared decision-making practice, and debate-style reasoning — each one built to sharpen judgment through questions, not to hand you answers.
Project website Dr. Avinash — LinkedIn
Bring your own key. Every tool here runs entirely in your browser — your API key is stored only in local storage and sent directly from your browser to your chosen provider, never through any server of ours. These are educational reasoning aids, not diagnostic tools and not for real patient care.
New here? Watch the Videos tab for a quick walkthrough of each tool →
👍Pro tip: Upload your text output into any LLM and ask it to create an HTML or PDF file so you can save it as your notes. Enjoy AI-enhanced learning with Vibe Rounds.
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Tool HubFlagshipOpen →
All your common tools in one place — the combined workspace bringing them together into a single flow.
1
Case BenchOpen →
A tool for case-based Socratic learning, MCQs, and clinical reasoning analytics.
2
Case SimulatorOpen →
An interactive tool for running through simulated patient cases.
3
Clinical PracticeOpen →
A focused drill tool for practicing clinical cases.
4
Clinical PolemosOpen →
A debate-style exercise for discussion and reasoning.
5
Case LensOpen →
A tool for critical thinking around clinical cases from multiple analytical angles.
6
SDM LensOpen →
A tool focused on shared decision-making scenarios.
7
EBM Query GeneratorOpen →
Generate a structured set of critical-appraisal queries.
8
Clinical Cognition OS (CCOS) — Module Order BuilderOpen →
Build and order modules for the Clinical Cognition OS.
9
Case AnalyticsOpen →
Analytics tool for reviewing clinical reasoning performance.
10
Case ReadingOpen →
A tool for guided reading and analysis of clinical cases.
11
Critical Hub-Node NavigationOpen →
The Avinash Principle · find the handful of nodes that decide the outcome
12
Complex Flow BuilderOpen →
A tool for mapping and building out complex clinical decision flows.
Replace case placeholder with your case data or link, or mention attached file.
13
CQM RouterOpen →
Clinical query/module router for directing cases to the right tool or pathway.
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Case Question BankOpen →
A bank of clinical case questions for practice and review.
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Lesson BenchOpen →
Get a structured lesson, then keep the conversation going.
Courses
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CoursewareOpen →
Structured course material and modules for guided clinical learning.
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EBMOpen →
A course on evidence-based medicine — critically appraising and applying clinical evidence.
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Clinical CognitionOpen →
Course content on critical care reasoning and decision-making.
Tutor
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TutorOpen →
A set of interactive, drill-style tools for practicing clinical reasoning.
Article
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ArticleOpen →
Background reading on the Vibe Rounds paradigm and its approach to clinical reasoning.
Research
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ResearchOpen →
Run a Socratic learning session, then hit Submit at the end — it helps us gather data for research.

All video walkthroughs live on our YouTube channel. Explore the Tools tab for hands-on tools, and check the channel for lectures and information.

Visit the YouTube Channel →

Reading the framework gets you the "what." A live session with Dr. Avinash gets you the "how" — running an actual case, live, with a group asking the same questions you are.

Two ways to train
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Online — Zoom sessions with Avinash
Live, small-group walkthroughs run directly by Dr. Avinash. Bring a real (deidentified) case; leave with a pipeline you built yourself.
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Offline — on-site for departments
In-person sessions for a medical school, residency program, or department wanting the framework taught to a cohort.
Access to the builder community

Training seats also come with access to a small, ongoing group of educators, clinicians, and researchers who are building on the same framework — comparing modules they've written, pipelines they've tested on real cases, and what's worked (and hasn't) in their own teaching. It's a working group, not a broadcast channel.

Interested in a session? Email avi33tbtt@gmail.com or reach out on WhatsApp — +977 981 759 9973 / +91 731 851 0434 — mention online/offline, your group size, and (if you have one) the use case you want the session built around.

Connect for session (WhatsApp) →