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Chatehr Clinician Assistant — measured AI agent skill | DecimalAI

Chatehr Clinician Assistant

SkillScore100Maintained

chatehr-clinician-assistant

EHR Chat Assistant

AI/MLby FreedomIntelligence

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

Clinical / Healthcare pack

decimalai skills pull chatehr-clinician-assistant

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/chatehr-clinician-assistant/SKILL.md

Raw file: /s/chatehr-clinician-assistant/SKILL.md ↗ · machine-readable summary at /s/chatehr-clinician-assistant.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

25 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 7d ago

Yes — +84% lift+12% tokens0% turns100% of whole cases pass with skill (25/25)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-02	✗→✓	▲ Improved	134%	0%
case-01	✗→✓	▲ Improved	65%	0%
case-03	✗→✓	▲ Improved	164%	0%
case-04	✗→✓	▲ Improved	-56%	0%
case-05	✗→✓	▲ Improved	65%	0%

Showing 5 of 25 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/1/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

FreedomIntelligence / OpenClaw-Medical-Skills

skills/chatehr-clinician-assistant/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/1/2026Version v2

Skill contents

SKILL.md

<!--

COPYRIGHT NOTICE

This file is part of the "Universal Biomedical Skills" project.

Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>

All Rights Reserved.

#

This code is proprietary and confidential.

Unauthorized copying of this file, via any medium is strictly prohibited.

#

Provenance: Authenticated by MD BABU MIA

-->

ChatEHR

AI software for clinicians to interact with patient medical records via natural language queries and automatic chart summarization.

When to Use

Rapid Review: "Summarize the patient's cardiology history."
Data Extraction: "What was the last creatinine level?"
Documentation: Generating draft notes or discharge summaries.

Core Capabilities

Chart Summarization: Condense complex history into readable notes.
QA: Answer specific questions about the patient's data.
FHIR Integration: Works with standard FHIR resources.

Workflow

Connect: Authenticate with the EHR system (sandbox or secure instance).
Select Patient: Load patient context.
Query: Submit natural language questions.

Example Usage

User: "Summarize the last 3 oncology visits."

Agent Action:

bash
python -m chatehr.query --patient_id 12345 --prompt "Summarize last 3 oncology visits"

Want to see if chatehr-clinician-assistant would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.