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数据与复现
CL
clinical-note-summarization
维护者 FreedomIntelligence · 最近更新 2026年4月1日
Summarize clinical notes into structured SOAP format with key findings.
原始来源
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/clinical-note-summarization
- 维护者
- FreedomIntelligence
- 许可
- MIT
- 最近更新
- 2026年4月1日
技能摘要
来自 SKILL.md 的关键信息
核心说明
- 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 ，支持 ≥95% note coverage 、 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 ，支持 ≥95% note coverage 、 explicit missing info in ≤2 minutes per note。
- note_text (dictation，OCR，或 EHR export) 、 optional patient_context metadata。
原始文档
SKILL.md 摘录
Outputs
- Structured SOAP summary with Subjective/Objective/Assessment/Plan bulleting.
- Alerts plus missing-information checklist.
- Optional JSON payload using schema from README.
Workflow
- Load system prompt:
prompt.mdenforces 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.pyas 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.
适用场景
- Use clinical-note-summarization ，用于 clinical，translational，或 medical research tasks。
- Apply clinical-note-summarization when healthcare-specific guidance is required。
不适用场景
- Do not rely on this catalog entry alone ，用于 installation 或 maintenance details。
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