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Install in OpenClaw
/install shift-handover-summarizer
Description
Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff.
Usage Guidance
This package appears to be a self-contained local Python tool for summarizing EHR records. Before installing or running it: 1) Review the full scripts/main.py (you already have it) to confirm there are no hidden network calls or subprocess executions (the visible imports are local-only). 2) Run the script in a controlled environment (air-gapped or on de-identified/test data) to confirm behavior and avoid exposing real patient data. 3) Ensure compliance with your local data-protection policies (HIPAA/GDPR) — do not feed identifiable PHI to third-party systems. 4) Validate outputs on synthetic records to confirm thresholds/keywords match your clinical needs and adjust configuration if needed. If you want extra assurance, paste the remaining truncated portion of scripts/main.py for a full line-by-line review to confirm there are no late imports or hidden network behavior.
Capability Analysis
Type: OpenClaw Skill
Name: shift-handover-summarizer
Version: 1.0.0
The shift-handover-summarizer skill is a well-structured tool designed to process clinical EHR records and generate structured summaries for medical staff. The Python script (scripts/main.py) implements clear logic for analyzing vital signs, clinical events, and medications without any suspicious network activity, data exfiltration, or unauthorized execution. The SKILL.md instructions are focused on the stated clinical purpose and include appropriate safety disclaimers and scope boundaries.
Capability Assessment
Purpose & Capability
The name/description (generate structured handover summaries from EHR records) matches the included SKILL.md and the bundled Python script: it reads a JSON records file, analyzes events/vitals, and emits a summary. There are no requested external credentials, binaries, or config paths that would be disproportionate for this purpose.
Instruction Scope
SKILL.md instructs running the included script against a provided records file and specifies required parameters (records file, shift start/end). It explicitly states scope boundaries (does not access live hospital systems) and includes safety/error-handling rules. The instructions do not direct the agent to read unrelated system files, search shell history, or contact external endpoints.
Install Mechanism
No install spec and no external downloads are used; the skill is instruction + bundled Python script. requirements.txt lists only 'dataclasses' and 'enum' (both are standard-library or only needed for older Python versions), so nothing suspicious is pulled from external package hosts.
Credentials
The skill declares no required environment variables, credentials, or config paths. The SKILL.md and visible code do not reference environment secrets or external service tokens. This is proportionate for a tool that processes local EHR JSON files.
Persistence & Privilege
The skill is not always-included and does not request elevated or persistent privileges. There is no evidence it modifies other skills or system-wide settings. Autonomous model invocation is allowed by default but not combined with other concerning behaviors.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install shift-handover-summarizer - After installation, invoke the skill by name or use
/shift-handover-summarizer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of shift-handover-summarizer.
- Generates structured shift handover summaries from EHR records for clinical staff.
- Highlights critical events, vital sign changes, and pending tasks.
- Accepts shift time range, patient record input, and optional department filter.
- Provides explicit error handling, input validation, and detailed output structure.
- Includes clear clinical disclaimers and scope boundaries.
Metadata
Frequently Asked Questions
What is Shift Handover Summarizer?
Generate structured shift handover summaries from EHR records, highlighting critical events, vital sign changes, and pending tasks for incoming clinical staff. It is an AI Agent Skill for Claude Code / OpenClaw, with 105 downloads so far.
How do I install Shift Handover Summarizer?
Run "/install shift-handover-summarizer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Shift Handover Summarizer free?
Yes, Shift Handover Summarizer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Shift Handover Summarizer support?
Shift Handover Summarizer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Shift Handover Summarizer?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v1.0.0.
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