In this narrative medicine essay, a group of physicians from an academic program in bedside medicine offer their observations on deficiencies in the assessment of US medical residents' clinical skills and suggest principles for enhancing the teaching and high-stakes assessment of these skills to improve diagnostic accuracy and achieve truly patient-centered care.