The blueprints
Each one is a different way in — open it up, go deeper, then carry it somewhere new.
Definition stress-test
+Define 'ensuring safety of healthcare users' for a small chiropractic clinic of three clinicians and one…
Definition stress-test
+Spectrum mapping
+Map 'ensuring safety of healthcare users' for chiropractors on a 1–5 mastery spectrum. Use Human Factors…
Spectrum mapping
+First-principles reduction
+Reduce 'ensuring patient safety in a chiropractic clinic' to first principles. Identify the core…
First-principles reduction
+Anti-pattern
+Describe a chiropractor who believes they 'ensure patient safety' because they never had a complaint. Using…
Anti-pattern
+Scenario simulation
+Roleplay: you're my senior patient who feels dizzy after an adjustment and is demanding an immediate refund…
Scenario simulation
+Failure autopsy
+Walk me through a realistic failure where a chiropractic clinic's lack of systems-focused safety caused a…
Failure autopsy
+Context shift
+I'm a chiropractor moving from a 2‑clinician private practice to a multi‑site outpatient group. Using Human…
Context shift
+Translation exercise
+I just drafted a patient-safety update for our clinic Slack about a near-miss where a pick-up order for a…
Translation exercise
+Culture clash
+I lead a small multi-site chiropractic group with clinicians from three countries. How might the Swiss Cheese…
Culture clash
+Counterfactual
+Take the famous case of diagnostic delay leading to harm in a small outpatient practice (e.g., missed red…
Counterfactual
+Feedback rehearsal
+Last week I had a patient with chronic neck pain who asked about a high-velocity neck adjustment after…
Feedback rehearsal
+Junior-to-senior delta
+Tell me exactly how 'Human Factors Engineering' practice looks different when a junior chiropractor, a senior…
Junior-to-senior delta
+Conflict pairing
+Simulate a 6-turn disagreement between a clinic manager and a senior chiropractor about using a mandatory…
Conflict pairing
+Trade-off probe
+I'm a chiropractor deciding whether to tighten infection‑control checklists in my clinic after a near‑miss.…
Trade-off probe
+Devil's advocate
+Play devil's advocate: argue that the emphasis on systems-level safety (Swiss Cheese, HF, PDSA) is overrated…
Devil's advocate
+Teaching test
+Help me design a 30-minute workshop for my clinic team to teach 'Root Cause Analysis / Systems-based RCA'…
Teaching test
+Retrospective lens
+Give me five specific, answerable questions I can ask myself in the 10 minutes after any patient interaction…
Retrospective lens
+The canon behind these
Where these came from — and where the experts disagree.
Where they disagree
Focus on preventing failures vs. enhancing everyday resilience
Where they disagree
Standardization (protocols, checklists) vs. local adaptation and clinician autonomy
Where they disagree
Blame-and-punish accountability vs. just culture and systems accountability
What people get wrong
The confident version of the mistake.
The rest of the map
Same library, five ways in.