medical-soap-note-creation

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)