Individual skill

shift-handover-summarizer

Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff.

scientific-skills/Other/shift-handover-summarizer/SKILL.md

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Observed behavior: Local scripts
Last checked: Nov 9, 2026

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Repository stars (not skill ratings): 2,042
Repository last updated: Sep 17, 2026
License: MIT

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bioinformatics Repository topic
computational-biology Repository topic
data-analysis Repository topic
ai Repository topic
biology Repository topic
cancer-genomics Repository topic
data-visualization Repository topic
differential-expression Repository topic
genomics Repository topic
medical Repository topic
engineering Derived category

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POLISH_CHANGELOG.mddoc · 745 bytes
SKILL.mdcore · 5,104 bytes
SKILL.mdcore · 5,104 bytes
requirements.txtdoc · 17 bytes
scripts/main.pyruns · 19,870 bytes
shift-handover-summarizer_audit_result_v2.jsonasset · 12,755 bytes

Read excerpt

> **Source**: [https://github.com/aipoch/medical-research-skills](https://github.com/aipoch/medical-research-skills)

# Shift Handover Summarizer

Generate structured shift handover summaries from EHR updates, highlighting critical events that occurred during the shift.

> **Clinical Disclaimer:** This tool generates summaries for handover support only. All clinical decisions must be verified by qualified medical staff. Patient data must comply with applicable data protection regulations (e.g., HIPAA).

## Quick Check

```bash
python -m py_compile scripts/main.py
python scripts/main.py --help
```