Medicine & Health Thinking Frameworks
Clinical thinking frameworks from the physicians and researchers who changed how medicine actually gets practiced, distilled into .md skill files for Claude, ChatGPT, and every LLM.
Medicine produces an unusual amount of documented thinking because the stakes of a missed step are immediate and the discipline has a long tradition of writing down what worked. Atul Gawande's checklist research found that a simple, boring list of steps prevented surgical complications that individual expertise alone had not. William Osler built modern clinical teaching around bedside observation rather than lecture-hall theory. Florence Nightingale used mortality statistics to force sanitation reform onto officials who would not engage with an anecdote. Peter Attia has built a public practice around longevity medicine, distinct from acute-care training, and sells that practice commercially, so his framework here is drawn strictly from his documented public reasoning, not a personal endorsement. This collection captures each person's documented method as downloadable .md skill files for Claude, ChatGPT, and any LLM. Use them when structuring a decision under real uncertainty, building a process that catches errors before they compound, or communicating a difficult outcome honestly.
How medicine & healths think
- The checklist effect: a simple, boring, standardized list catches the errors that individual expertise alone reliably misses under fatigue or pressure
- Bedside method: observe the patient directly and repeatedly before trusting a test result or a textbook pattern to override what you're actually seeing
- Data-driven care: make the scale of a preventable problem visually and statistically undeniable to the people with the power to fix it
- Accompaniment: solve the problem in front of you at the standard you'd want for your own family, not the standard the system says is sufficient for this population
- Systematizing the first minute: reduce a high-stakes, time-pressured judgment to a fast, repeatable score that any trained observer can apply consistently
Frameworks in this category
Atul Gawande
Checklists, Coaching & Being Mortal
William Osler
The Bedside Method & Equanimity
Florence Nightingale
Data, Sanitation & the Real Work Behind the Lamp
Paul Farmer
Accompaniment & Pragmatic Solidarity
Virginia Apgar
The Score & Systematizing the First Minute
Siddhartha Mukherjee
The Biography of Disease
Elisabeth Kubler-Ross
On Death & the Five Stages
Peter Attia
Longevity & Medicine 3.0
When to use these frameworks
- Designing a process that has to catch a rare but serious error before it compounds
- Communicating a difficult or uncertain outcome honestly without either false reassurance or unnecessary alarm
- Making the scale of a problem legible to decision-makers who won't engage with an anecdote
- Structuring a fast, high-stakes judgment call so it doesn't depend entirely on one person's memory in the moment
- Deciding how much to trust a test result or a pattern against direct, repeated observation
Start here
Atul Gawande
Checklists, Coaching & Being Mortal
Adjacent thinking
Frequently asked questions
Is this medical advice?
No. These frameworks describe how notable clinicians and researchers thought about their work. They are not diagnostic tools, treatment guidance, or a substitute for a qualified clinician. Health decisions belong with your doctor.
Is the Peter Attia framework the same as his paid programs or newsletter?
No, and it isn't affiliated with them. This framework is built from Attia's public interviews, writing, and talks about longevity medicine, distilled into a model of his documented reasoning. It is not licensed content from any course or subscription he sells.
Is the Elisabeth Kubler-Ross five-stages model scientifically settled?
No, and this is worth stating plainly. Kubler-Ross's stages of grief have faced substantial empirical critique since their introduction, including evidence that grief doesn't reliably move through the stages in order or at all. The framework here presents it as an influential, documented clinical model, not as settled science.
How is Gawande's checklist different from generic project management advice?
The checklist discipline is specifically about catching errors under time pressure and fatigue in a high-stakes, repeatable procedure, verified in Gawande's own published research showing measurable reductions in surgical complications across multiple hospitals, not a generic productivity technique.
Can these frameworks replace medical training or clinical judgment?
No. Clinical judgment is built through years of supervised practice, direct patient contact, and structured medical education that no framework file replicates. These describe documented clinical thinking useful for structuring your own reasoning; they aren't a substitute for training or a qualified clinician's judgment.
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