Structure raw clinical notes into SOAP-format summaries with explicit contradictions, missing data, and ICD-linked assessments using the provided prompt + usage script.
measurable_outcome: Produce SOAP markdown + JSON (when requested) covering all four sections with ≥95% note coverage and explicit missing info in ≤2 minutes per note.
Inputs
note_text (dictation, OCR, or EHR export) and optional patient_context metadata.
output_format (markdown default, json when downstream validators need schema).
Outputs
Structured SOAP summary with Subjective/Objective/Assessment/Plan bulleting.
Alerts plus missing-information checklist.
Optional JSON payload using schema from README.
Workflow
관련 스킬
Load system prompt:prompt.md enforces no hallucinations + data gap surfacing.
Normalize input: Pre-clean vitals, labs, and timeline context when available.
Generate summary: Call preferred LLM (OpenAI, Anthropic, Gemini, OSS) using usage.py as a template.
Validate: Cross-check extracted values vs. source text and ensure contradictions/missing data are spelled out.
Deliver output: Provide markdown + JSON as required and log PHI handling steps.
Guardrails
Never invent findings; state "not provided" explicitly.
Mark outputs as documentation support only—not clinical decisions.
Strip/re-mask PHI before storing prompts/responses.
References
For detailed schema, guardrails, and integration snippets see README.md, prompt.md, and usage.py.