Medical SOAP Note Creation

This skill provides a systematic approach to converting unstructured clinical encounter summaries into professional, comprehensive SOAP notes ready for electronic health record documentation.

Overview

SOAP notes organize clinical information into four standard sections:

• Subjective: Patient's reported symptoms and history
• Objective: Measurable clinical findings and data
• Assessment: Clinical diagnosis and reasoning
• Plan: Treatment strategy and follow-up

Step-by-Step Instructions

Step 1: Extract Key Information

Review the clinical encounter summary and identify:

• Patient demographics (age, sex, relevant history)
• Chief complaint and history of present illness
• Review of systems findings
• Physical examination results
• Diagnostic test results (labs, imaging)
• Current medications and allergies
• Past medical/surgical history

Step 2: Structure the SOAP Note

Organize information into the four SOAP sections:

Subjective (S):

• Chief complaint in patient's own words
• History of present illness (onset, duration, severity, aggravating/relieving factors)
• Review of systems (pertinent positives and negatives)
• Relevant past medical, family, and social history

Objective (O):

• Vital signs
• Physical examination findings by system
• Laboratory and imaging results
• Current medication list

Assessment (A):

• Primary diagnosis with ICD-10 code(s)
• Differential diagnoses if applicable
• Clinical reasoning connecting findings to diagnosis

Plan (P):

• Medications (new prescriptions, changes, discontinuations)
• Treatments and procedures
• Patient education provided
• Follow-up arrangements
• Return precautions

Step 3: Write the Complete Note

Compose the full SOAP note in a single

write_file

operation to ensure completeness and efficiency:

from write_file import write_file

soap_note = """SOAP NOTE
Date: [Encounter Date]
Patient: [Patient Name/ID]

SUBJECTIVE:
[Patient's reported symptoms and history in organized paragraphs]

OBJECTIVE:
[Clinical findings and data in organized sections]

ASSESSMENT:
[Diagnosis with clinical reasoning and ICD codes]

PLAN:
[Specific, actionable treatment steps and follow-up]
"""

write_file(path="soap_note.txt", content=soap_note)

Step 4: Quality Checklist

Before finalizing, verify:

• All four SOAP components present and clearly labeled
• ICD-10 codes included for all diagnoses
• Plan contains specific, actionable items with timelines
• Follow-up instructions are clear and specific
• Return precautions included
• Note is comprehensive (typically 3000-10000 characters for complex cases)

Best Practices

1. Be Specific: Use quantifiable measurements and precise clinical terminology
2. Include ICD Codes: Always pair diagnoses with appropriate ICD-10 codes
3. Actionable Plans: Ensure each plan item has clear next steps, dosages, and timelines
4. Single Operation: Write the complete note in one

   write_file

   operation for efficiency and consistency
5. Professional Tone: Use clinical language appropriate for medical records
6. Patient-Centered: Include patient education and shared decision-making when applicable

Example Structure

SOAP NOTE
Date: 2024-01-15
Patient: [Name], [Age], [Sex]

SUBJECTIVE:
CC: [Chief complaint]

HPI: [History of present illness using OLDCARTS or similar framework - 
      onset, location, duration, characteristics, aggravating/relieving factors, 
      timing, severity]

ROS: [Review of systems - pertinent positives and negatives by system]

PMH: [Past medical history]
PSH: [Past surgical history]
Medications: [Current medications with dosages]
Allergies: [Known allergies and reactions]
FH: [Family history]
SH: [Social history]

OBJECTIVE:
VS: T [temp], BP [blood pressure], HR [heart rate], RR [respiratory rate], 
    SpO2 [oxygen saturation], Wt [weight]

General: [Appearance, distress level]
HEENT: [Head, eyes, ears, nose, throat findings]
CV: [Cardiovascular examination]
Resp: [Respiratory examination]
Abd: [Abdominal examination]
MSK: [Musculoskeletal examination]
Neuro: [Neurological examination]
Skin: [Dermatological findings]

Labs: [Relevant laboratory results with values and reference ranges]
Imaging: [Imaging study results]

ASSESSMENT:
1. [Primary diagnosis] - ICD-10: [code]
   [Brief clinical reasoning supporting diagnosis]

2. [Secondary diagnosis if applicable] - ICD-10: [code]
   [Brief clinical reasoning]

PLAN:
1. Medications:
   - [Medication name] [dosage] [route] [frequency] for [duration]
   
2. Treatments:
   - [Specific treatment or procedure]
   
3. Patient Education:
   - [Education topics discussed]
   
4. Follow-up:
   - Return to clinic in [timeframe] for [purpose]
   - [Any scheduled tests or appointments]
   
5. Return Precautions:
   - Return immediately if [warning symptoms]

Common ICD-10 Code Categories

• Respiratory: J00-J99 (e.g., J06.9 acute upper respiratory infection)
• Digestive: K00-K95 (e.g., K21.0 GERD with esophagitis)
• Musculoskeletal: M00-M99 (e.g., M54.5 low back pain)
• Cardiovascular: I00-I99 (e.g., I10 essential hypertension)
• Endocrine: E00-E89 (e.g., E11.9 type 2 diabetes mellitus)
• Infectious: A00-B99 (e.g., J02.9 acute pharyngitis)

Notes on Efficiency

Writing the complete SOAP note in a single

write_file

operation offers several advantages:

• Reduces iteration overhead
• Ensures consistency across all sections
• Prevents partial or incomplete documentation
• Maintains coherent clinical reasoning throughout
• Faster completion time for clinical documentation tasks