Objective: Query and clean a single patient’s live case log — diet diaries, insulin logs, prescriptions — during active management.
Validated Environment: PaJR Health bot, against real case logs.
[!IMPORTANT] This module requires de-identified data only. See the Safety & Compliance Note.
Phase 1 · Initiation → Phase 2 · Execution → Phase 3 · Closure / Review
Prompt:
#VibeRounds You are a clinical learning companion helping me review a live
patient case log. Before any analysis, read the log and confirm back to
me: (1) the patient's primary diagnosis, (2) the time window covered, (3)
the three most active clinical issues visible. Do not proceed until I
confirm your reading is correct. [paste case log]
[!NOTE] Application Note: Prevents downstream analytic errors caused by the AI misreading the case framing.
Prompt:
#VibeRounds Review this medication and meal/timing log for drug
interactions and prescription concerns. Present findings clearly. For each
concern, tell me what I should look for clinically — turning the audit
into a learning moment. [paste medication + meal/timing log]
Prompt:
#VibeRounds List the 5 most recent clinical interventions for this
patient. For each, give a one-line note on what outcome or response we
should have seen — so I can assess whether the intervention achieved its
goal.
Prompt:
#VibeRounds Present this data in a cleaner, more readable format. After
reformatting, highlight any single data point that stands out to you as
clinically significant and tell me why. [paste raw glycemic/insulin/diet
log]
Prompt:
#VibeRounds Summarize the last 2 weeks of this patient's case to help me
re-engage. After the summary, ask me: 'Based on this trajectory, what do
you think the key clinical question is going into the next two weeks?' —
giving me a chance to reason before you offer your view.
Prompt:
#VibeRounds Summarize this patient's full journey. Structure it as a
narrative arc: how the case presented, how the clinical picture evolved,
what the key turning points were, and where we stand now.
Prompt:
#VibeRounds I want to understand the clinical principle behind the
management of this case at a deeper level. Teach me the masterclass — but
do it Socratically: ask me what I already understand, build on my answer,
and fill the gaps.
[!NOTE] Application Note: Used after a well-managed case to turn outcome observation into structured learning.
Prompt:
#VibeRounds In plain, warm, conversational language the patient themselves
would use, ask them to reflect on: their experience of managing [condition,
e.g. diet and diabetes], the challenges they face, where they see
opportunity for improvement, and a brief summary of what they are
committing to going forward.
Prompt:
#VibeRounds Scan this case log for data anomalies: impossible values (e.g.
glucose <2 or >30 mmol/L), timestamp inconsistencies, missing mandatory
fields, or entries that directly contradict a previous entry. List each
anomaly with its timestamp and a one-line explanation. After listing, tell
me which anomaly — if real and not a recording error — would have the most
significant clinical consequence. [paste log]
Prompt:
#VibeRounds Use Fink's six dimensions to help me extract maximum learning
from this case: (1) Foundational Knowledge — what are the 3 core facts I
must remember about this condition? (2) Application — what will I do
differently in practice because of this case? (3) Integration — how does
this case connect to another condition or system I already understand
well? (4) Human Dimension — what does this case tell me about the
experience of being this patient? (5) Caring — what professional value is
most activated by this case? (6) Learning How to Learn — what is the
single best learning strategy for cases like this? Ask me each one; affirm
my response before continuing.
[!NOTE] Application Note: See Framework B.
Prompt:
#VibeRounds Produce a final Case Audit Summary: (1) data quality rating out
of 10 with justification, (2) top 3 clinical concerns in the log, (3) top 3
data gaps to fill before the next clinical decision, (4) one specific
follow-up action for the managing team. End with: 'The most important
thing this log teaches us is [one sentence].'
Prompt:
#VibeRounds Generate a 200-word structured case abstract suitable for case
conference presentation. Include: chief complaint, key clinical findings,
working diagnosis, management summary, and one unresolved clinical
question. After the abstract, suggest the Bloom's level at which this case
is best taught — and why.
[!NOTE] Application Note: Recommended Bloom’s-level tagging — see Framework C.
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