Dr. Avinash kumar gupta

← Back to README

Module 0 — Cold-Start Orientation

Objective: Give a brand-new user — or a brand-new LLM session — a single entry point that establishes the #VibeRounds framing, identifies which module actually fits the need, and hands off cleanly before any clinical content is exchanged.

Indication: The very first message of a new Vibe Rounds session, or whenever onboarding someone unfamiliar with the framework. Not required if you already know which module and step you need — go straight there.


Lifecycle

Phase 1 · Initiation → Phase 2 · Execution → Phase 3 · Closure / Review


Phase 1 · Initiation — Identify who is using Vibe Rounds and why

Step 0.0: Cold-Start Role & Need Identification

Prompt:

#VibeRounds I am new to Vibe Rounds. Before we do anything else, ask me two
things: (1) my role right now — medical student; (2) what I am trying to accomplish in this session, in one
sentence. Do not assume which Vibe Rounds module I need until I have
answered both.

[!NOTE] Application Note: Run once per new user or new device/account. Prevents the AI from defaulting to a Socratic persona when the person is actually a patient advocate, or vice versa.


Phase 2 · Execution — Route to the right module

Step 0.1: Module Routing

Prompt:

#VibeRounds Based on my role and goal, tell me which Vibe Rounds module (0
through 8) best fits this session, and tell me whether I should start at
that module's Step X.0 or a later step if I already have a baseline case
record or registry data. State the module number and name explicitly
before we continue.

Phase 3 · Closure / Review — Confirm and hand off

Step 0.2: Orientation Confirmation & Handoff

Prompt:

#VibeRounds Before we move into the module you just recommended, confirm
with me: (1) the exact module and step we are starting at, (2) whether any
patient data I am about to share needs de-identification first per the
Safety & Compliance Note, (3) one sentence on what this module will help me
accomplish today. Once I confirm, begin at that step.

[!NOTE] Application Note: This closes the loop before clinical content begins — the de-identification check here is deliberately redundant with the Safety & Compliance Note and the Data Security Notes in Modules 2–3, since this is the one point in the document where a brand-new user is least likely to have read them yet.


None applied directly in Module 0 — this module exists purely to route users to the module where the relevant frameworks live.


Next: Module 1 — Socratic Clinical Reasoning →

← Back to README