cyberneticlibrary

Summarize clinical notes

clinical-note-summarizationskillsetup L12,619
FreedomIntelligence/OpenClaw-Medical-Skills
What it does

Convert raw clinical notes into SOAP-format summaries

Best for

Standardizing unstructured medical documentation into queryable SOAP format with explicit gap surfacing.

Inputs
  • · note_text (dictation/OCR/EHR)
  • · optional patient_context metadata
  • · output_format (markdown/json)
Outputs
  • · Structured SOAP markdown + JSON
  • · Alerts + missing-information checklist
Requires
  • · LLM (OpenAI, Anthropic, Gemini, or OSS)
  • · file I/O
Preconditions

Raw clinical note text available; LLM configured

Failure modes
  • · Hallucinated findings (mitigated by prompt)
  • · Incomplete note coverage (<95%)
  • · PHI not stripped before storage
Trust signals
  • · README.md with schema
  • · prompt.md enforces no-hallucination guardrails
  • · usage.py template
  • · Authored by MD BABU MIA (verified)