SkillsLib.ai

Differential Diagnosis Clinical Reasoner for Primary Care

Generates prioritized differential diagnoses with red-flag filtering for primary care

3.7(31 reviews)
500+ downloads
Updated Nov 2026
Verified SafeSecurity VerifiedThis skill was analyzed by our AI security scanner for harmful content including data exfiltration, system manipulation, credential theft, and prompt injection. No threats were detected.

What You Can Do

You construct methodical differential diagnoses using a validated three-tier framework that separates don't-miss conditions from high-probability and lower-probability diagnoses. Claude integrates patient context, vital data, and epidemiologic patterns specific to primary care settings to generate actionable diagnostic branches with targeted next steps for confirmation or exclusion of each condition.

Features

Red-flag filtering

automatically identifies and prioritizes life-threatening or serious conditions that require immediate action or urgent workup

Likelihood stratification

organizes diagnoses by probability based on patient demographics, presentation pattern, and epidemiologic prevalence in primary care

Cognitive bias reduction

systematic framework counters diagnostic anchoring and premature closure by forcing comprehensive consideration of alternatives

Context integration

incorporates comorbidities, medication effects, social factors, and vital signs to personalize the differential for individual patients

Actionable next steps

provides targeted history questions, physical exam findings, and diagnostic tests needed to confirm or exclude each diagnosis branch

Handoff-ready synthesis

generates concise, organized differentials suitable for team communication, consultations, and trainee education

Atypical presentation support

structured reasoning for ambiguous, complex, or overlapping symptom patterns where bias risk is highest

Example Output

Clinical Scenario: 58-year-old male with 3 days of substernal chest pain, mild dyspnea, and hypertension history.

Red-Flag Diagnoses:

  • Acute coronary syndrome (STEMI/NSTEMI) — chest pain with dyspnea, age, risk factors; ECG and troponin required urgently
  • Aortic dissection — sudden onset, substernal, can radiate; check BP differential, consider CTA chest
  • Pulmonary embolism — dyspnea with chest discomfort; assess D-dimer, VTE risk factors

High-Probability Diagnoses:

  • Unstable angina — exertional pattern, multiple CAD risk factors; serial troponins, stress testing
  • Musculoskeletal chest pain — reproducible with palpation, pleuritic component; normal ECG/biomarkers support

Lower-Probability Diagnoses:

  • Gastroesophageal reflux disease — atypical for 3-day duration; trial of antacid, upper endoscopy if refractory
  • Anxiety — rule out cardiac causes first given age and risk profile

What's Included

  • SKILL.md instruction file with the three-tier diagnostic reasoning framework and clinical decision rules:
  • Differential diagnosis template with red-flag, high-probability, and lower-probability categories:
  • Red-flag conditions checklist for common primary care presentations (chest pain, dyspnea, abdominal pain, headache, dizziness):
  • Clinical reasoning workflow for integrating patient context, vital signs, and epidemiologic data into prioritization logic:
  • Diagnostic confirmation/exclusion guide with targeted history, exam, and testing branches for each condition tier:

Who It's For

  • Primary care physicians (MD/DO) managing undifferentiated presenting complaints
  • Resident physicians and medical students seeking structured diagnostic reasoning practice
  • Urgent care and walk-in clinic providers evaluating acute presentations under time pressure
  • Hospitalists conducting patient handoffs or curbside consultations with primary care teams
  • Physician assistants and nurse practitioners in primary care settings building clinical decision-making skills

Best For

  • Chest pain, dyspnea, and abdominal pain evaluation in the primary care setting
  • Complex patients with multiple comorbidities and overlapping symptom patterns
  • Atypical or ambiguous presentations where cognitive biases risk premature diagnostic closure
  • Educational discussions and trainee supervision on diagnostic reasoning methodology
  • Systematic confirmation of working diagnosis to ensure no dangerous alternatives are missed

You might also like

Primary Care Differential Diagnosis Builder
$35
Primary Care Differential Diagnosis Builder

You can systematically generate ranked differential diagnoses for presenting complaints (chest pain, dyspnea, abdominal pain, headache, joint pain, fatigue) by applying evidence-based clinical decision rules and risk stratification. The skill helps you identify red flags that change management priority, justify test selection to supervising physicians, and document diagnostic reasoning in the medical record while reducing anchoring bias and ensuring comprehensive consideration of serious diagnoses.

Pre-operative Risk Stratification & Patient Optimization for Surgical PAs
$40
Surgery3.8(18)
Pre-operative Risk Stratification & Patient Optimization for Surgical PAs

You conduct comprehensive pre-operative risk stratification using ASA classification, Revised Cardiac Risk Index (RCRI), and procedure-specific risk tools to quantify operative risk across physiologic systems. You systematically identify modifiable risk factors—anemia, hypertension, glucose dyscontrol, cardiac dysfunction—and implement targeted optimization protocols to reduce preventable complications. You generate objective, evidence-backed assessments that strengthen informed consent discussions, support case selection decisions, and create defensible documentation for shared decision-making with patients and surgical teams.

Anesthesia Perioperative Risk Assessment & Plan Development
$25
General4.2(18)
Anesthesia Perioperative Risk Assessment & Plan Development

You'll systematically evaluate patient risk factors, stratify perioperative risk using evidence-based frameworks, and generate detailed anesthesia plans that address specific comorbidities and procedural requirements. This skill helps you synthesize complex patient data—medical history, physical exam findings, lab work, imaging, and medication profiles—into actionable risk mitigation strategies that optimize patient safety and guide technique selection, drug choices, and monitoring protocols.

Clinical Protocol Development Advisor
$40
Clinical Protocol Development Advisor

You synthesize current clinical evidence into structured protocols tailored to your specialty and institutional context. This skill helps you build physician-nurse collaborative decision frameworks, identify implementation barriers before rollout, and create adoption guides that account for resource constraints and stakeholder buy-in. You'll develop protocols ready for medical staff committees and bedside teams—not generic templates, but specialty-specific standards that bridge research and practice.

Low Vision Refraction Protocol & Prescription Optimization
$40
Low Vision4.2(34)
Low Vision Refraction Protocol & Prescription Optimization

You can systematically document refraction findings for low vision patients and generate prescriptions optimized for specific functional tasks like reading, mobility, and facial recognition. The skill calculates appropriate magnification ratios, predicts realistic visual outcomes, and creates comprehensive documentation that prioritizes quality of life over distance acuity—transforming conventional refraction into patient-centered, task-driven prescriptions.

Contact Lens Fitting Protocol Optimizer
$45
Contact Lens Fitting Protocol Optimizer

Organize and validate patient parameters against clinical thresholds to generate customized contact lens fitting protocols. The skill systematizes complex fitting decisions for diverse refractive errors and corneal conditions, ensures regulatory compliance through built-in safety checks, and creates documented follow-up timelines based on individual risk factors. You get clinically justified lens parameter recommendations with transparent decision-making rationale suitable for patient records and staff training.

Contact Lens Fitting Protocol Assistant
$40
Contact Lens Fitting Protocol Assistant

You can systematize contact lens fitting using structured clinical decision frameworks that accelerate patient selection, lens recommendations, and troubleshooting. This skill provides real-time access to candidacy assessment tools, lens selection logic for complex cases (keratoconus, post-refractive surgery, presbyopia, dry eye), and complaint resolution protocols—reducing chair time while maintaining clinical rigor and defensible documentation.

Complex Foot & Ankle Surgical Case Review
$40
Surgery3.7(33)
Complex Foot & Ankle Surgical Case Review

You can rapidly analyze multifaceted surgical presentations—including revision cases, comorbidities, and combined pathology—to develop defensible pre-operative plans and detailed operative notes. The skill synthesizes clinical findings with imaging data, stratifies surgical risk, selects technique-specific approaches, and produces documentation that withstands peer review and quality audits.

$35.00