SCI Skills

EN Index
Data & ReproClinical MedicineFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
ME

medical-entity-extractor

Maintainer FreedomIntelligence · Last updated April 1, 2026

Extract medical entities (symptoms, medications, lab values, diagnoses) from patient messages.

OpenClawNanoClawAnalysisReproductionmedical-entity-extractor🏥 medical & clinicalmedical toolsextract

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/medical-entity-extractor

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • Extract structured medical information from unstructured patient messages.
  • 1. Symptom Extraction: Identifies symptoms, severity, duration, and progression 2. Medication Extraction: Finds medication names, dosages, frequencies, and side effects 3. Lab Value Extraction: Parses lab results, vital signs, and measurements 4. Diagnosis Extraction: Identifies mentioned diagnoses and conditions 5. Temporal Extraction: Captures when symptoms started, how long they've lasted 6. Action Items: Identifies requested actions (appointments, refills, questions).

Source Doc

Excerpt From SKILL.md

Symptoms

  • Name, severity (mild/moderate/severe), duration, onset, progression (improving/stable/worsening)

Medications

  • Name, dosage, frequency, route, context (new/existing/stopped)

Lab Values

  • Type (BP, glucose, cholesterol, etc.), value, unit, timestamp, normal range

Use cases

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

Not for

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

Related skills

Related skills

Back to directory
AR
Data & ReproClinical Medicine

armored-cart-design-agent

Design armored CAR-T cells with cytokine payloads and resistance mechanisms.

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView
AR
Data & ReproClinical Medicine

arxiv-search

Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView
AU
Data & ReproClinical Medicine

autonomous-oncology-agent

Autonomous oncology research agent: literature mining, trial matching, biomarker analysis, and treatment hypothesis generation.

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView
BI
Data & ReproClinical Medicine

bio-cfdna-preprocessing

Preprocesses cell-free DNA sequencing data including adapter trimming, alignment optimized for short fragments, and UMI-aware duplicate remo…

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView