The blueprints
Each one is a different way in — open it up, go deeper, then carry it somewhere new.
Definition stress-test
+Define “context-specific clinical competence” for an I-O psychologist advising a hospital’s clinician…
Definition stress-test
+Spectrum mapping
+Map ‘context-specific clinical competence’ for clinician roles across five mastery levels (1 novice–5…
Spectrum mapping
+First-principles reduction
+Reduce the ability to apply context-specific clinical competence to first principles: what about human…
First-principles reduction
+Anti-pattern
+Describe an I-O client (HR director) who proudly claims their clinicians are ‘competent’ because they passed…
Anti-pattern
+Scenario simulation
+Roleplay a tense 15-minute simulation: you are a senior ED physician (difficult counterpart) presenting a…
Scenario simulation
+Failure autopsy
+Walk me through a realistic failure where lack of context-specific clinical competence (not knowledge) caused…
Failure autopsy
+Context shift
+You're advising on clinician competence using 'Reflection-in-Action / Reflection-on-Action (Schon)' and…
Context shift
+Culture clash
+I consult across two hospitals—one in the Midwest US and one in Seoul. Using the Dual-Process distinction…
Culture clash
+Counterfactual
+Take the 2015 VA wait-time scandal (famous failure in clinical access). Argue how routine use of…
Counterfactual
+Feedback rehearsal
+I’ll describe a real clinical consult from this week where I felt I missed a contextual cue. Use the…
Feedback rehearsal
+Junior-to-senior delta
+I need a concrete delta: using the Dual-Process (Pattern Recognition vs Analytical Reasoning) and Benner’s…
Junior-to-senior delta
+Conflict pairing
+Simulate a 6‑turn disagreement between two colleagues on a single return‑to‑work recommendation. Use SOAP to…
Conflict pairing
+Trade-off probe
+I'm an I-O psychologist advising a hospital on clinician decision-support design. Use the 'Pattern…
Trade-off probe
+Measurement challenge
+Using the 'Hypothetico-Deductive Model' and 'SOAP', design a 45-minute interview exercise to assess a…
Measurement challenge
+Self-diagnosis
+I want a candid self-diagnosis of my context-specific clinical competence. Using 'From Novice to Expert' and…
Self-diagnosis
+Micro-habit design
+Design one 5-minute daily micro-practice that builds context-specific clinical competence for an I-O…
Micro-habit design
+Devil's advocate
+Play devil’s advocate: argue that emphasizing Reflection-in-Action and situated cognition is overrated for…
Devil's advocate
+Teaching test
+Design a 30‑minute workshop for occupational health clinicians teaching 'applying context‑specific clinical…
Teaching test
+Retrospective lens
+Give me five punchy after‑meeting questions to evaluate how well I applied 'context‑specific clinical…
Retrospective lens
+The canon behind these
Where these came from — and where the experts disagree.
Where they disagree
Role of pattern recognition (intuition) versus analytic reasoning in reliable context-specific decisions
Where they disagree
Standardization (protocols, checklists) versus situated adaptation
What people get wrong
The confident version of the mistake.
The rest of the map
Same library, five ways in.