The blueprints
Each one is a different way in — open it up, go deeper, then carry it somewhere new.
Definition stress-test
+Define “pharmacology knowledge for dietitians” in a way that cleanly separates it from pharmacy practice. Use…
Definition stress-test
+Spectrum mapping
+Map pharmacology competence for dietitians on a 1–5 mastery spectrum using Pharmacodynamics (dose–response)…
Spectrum mapping
+First-principles reduction
+Break down, from first pharmacologic principles, why a small incremental increase in warfarin dose can…
First-principles reduction
+Anti-pattern
+Describe a dietitian who believes they’re competent in pharmacology but actually risks patient harm. Using…
Anti-pattern
+Scenario simulation
+Roleplay: I am the dietitian on service managing a 72‑yr old with CHF on warfarin, furosemide, and amiodarone…
Scenario simulation
+Failure autopsy
+Walk me through a realistic failure where inadequate pharmacology knowledge by the nutrition team caused a…
Failure autopsy
+Context shift
+I'm designing a nutrition-medication reconciliation workflow for dietitians. Using the Drug–drug interactions…
Context shift
+Translation exercise
+I drafted a short patient handout for a client with chronic kidney disease who needs to start lisinopril.…
Translation exercise
+Culture clash
+As a dietitian advising patients who are starting metformin, compare how you would explain metformin's GI…
Culture clash
+Counterfactual
+Take the 2006 Vioxx (rofecoxib) withdrawal as a familiar drug-safety failure. Argue — using 'Drug–drug…
Counterfactual
+Feedback rehearsal
+Last week a patient with type 2 diabetes asked whether their new SGLT2 inhibitor would affect their meal…
Feedback rehearsal
+Junior-to-senior delta
+I want to level up from junior dietitian to a senior clinical nutritionist in how I advise about medications…
Junior-to-senior delta
+Conflict pairing
+Simulate a realistic disagreement on rounds: I'm a clinical dietitian arguing that we should switch a patient…
Conflict pairing
+Trade-off probe
+I'm a registered dietitian counseling a 68-year-old with chronic kidney disease and uncontrolled…
Trade-off probe
+Measurement challenge
+I hire RDs and need to assess practical pharmacology judgment in a 45-minute interview without asking 'Do you…
Measurement challenge
+Self-diagnosis
+Assess my practical pharmacology competence for nutrition practice. Ask me 10 focused questions, one at a…
Self-diagnosis
+Micro-habit design
+Give me one 5‑minute daily micro‑habit that builds my everyday pharmacology judgment as a dietitian. State…
Micro-habit design
+Devil's advocate
+Play devil's advocate: argue that deep pharmacology knowledge (PK/PD, ADME, interaction mechanisms) is…
Devil's advocate
+Teaching test
+Design a 30-minute workshop for outpatient dietitians on 'Pharmacokinetics (ADME) for nutrition counseling'…
Teaching test
+Retrospective lens
+Give me five post-meeting self-review questions dietitians can use to evaluate how they applied drug…
Retrospective lens
+The canon behind these
Where these came from — and where the experts disagree.
Where they disagree
Mechanistic reductionism vs pragmatic, population-based prescribing
Where they disagree
Individualized dosing (precision pharmacology) vs standardized dosing guided by population averages
What people get wrong
The confident version of the mistake.
The rest of the map
Same library, five ways in.