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clinical-note-summarization

Maintainer FreedomIntelligence · Last updated April 1, 2026

Summarize clinical notes into structured SOAP format with key findings.

OpenClawNanoClawAnalysisReproductionclinical-note-summarization🧠 bioos extended suiteclinical ai & healthcaresummarize

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/clinical-note-summarization

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • description (10-20 chars): SOAP builder.
  • keywords: clinical-notes, SOAP, guardrails, ICD10, gaps.
  • 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.
  • description (10-20 chars): SOAP builder keywords: clinical-notes, SOAP, guardrails, ICD10, gaps 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.
  • note_text (dictation, OCR, or EHR export) and optional patient_context metadata.

Source Doc

Excerpt From SKILL.md

Outputs

  1. Structured SOAP summary with Subjective/Objective/Assessment/Plan bulleting.
  2. Alerts plus missing-information checklist.
  3. Optional JSON payload using schema from README.

Workflow

  1. Load system prompt: prompt.md enforces no hallucinations + data gap surfacing.
  2. Normalize input: Pre-clean vitals, labs, and timeline context when available.
  3. Generate summary: Call preferred LLM (OpenAI, Anthropic, Gemini, OSS) using usage.py as a template.
  4. Validate: Cross-check extracted values vs. source text and ensure contradictions/missing data are spelled out.
  5. 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.

Use cases

  • Use clinical-note-summarization for clinical, translational, or medical research tasks.
  • Apply clinical-note-summarization when healthcare-specific guidance is required.

Not for

  • Do not rely on this catalog entry alone for installation or maintenance details.

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