ehr-fhir-integration

SkillDev tools

The EHR/FHIR Integration Skill enables AI agents to interact with FHIR servers to search, read, and analyze clinical data.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the ehr-fhir-integration skill

About this skill

The largest open-source medical AI skills library for OpenClaw🦞.

What this skill tells your AI

The instructions your AI receives, as published by freedomintelligence/openclaw-medical-skills in skills/ehr-fhir-integration/SKILL.md and read by ahel’s review.


name: 'ehr-fhir-integration' description: 'Provides comprehensive tools for working with Electronic Health Records (EHR) using the HL7 FHIR standard.' measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes. allowed-tools:

  • read_file
  • run_shell_command

EHR/FHIR Integration

The EHR/FHIR Integration Skill enables AI agents to interact with FHIR servers to search, read, and analyze clinical data.

When to Use This Skill

  • When you need to retrieve patient demographics, conditions, medications, or lab results from an EHR.
  • When performing population health analysis on a cohort of patients.
  • When validating clinical data against the FHIR R4 standard.

Core Capabilities

  1. Patient Search: Find patients by name, birthdate, or ID.
  2. Clinical Data Retrieval: Fetch Conditions, Observations, MedicationRequests, and Procedures.
  3. Data Export: Export clinical data to JSON or Pandas-ready formats.

Workflow

  1. Configure: Set up the FHIR server URL and authentication (if needed).
  2. Execute: Run the fhir_client.py script with the desired resource and parameters.

Example Usage

User: "Find patient John Smith born after 1980."

Agent Action:

python3 Skills/Clinical/EHR_FHIR_Integration/fhir_client.py \
    --server https://hapi.fhir.org/baseR4 \
    --resource Patient \
    --search "name=Smith&birthdate=gt1980-01-01" \
    --output patients.json

Signals

GitHub stars
3k
Forks
412
Last commit
Jul 2026

ahel review

  • K6low
    bundled executables the agent is told to run
  • K1binfo
    installs-packages (in fhir_client.py)
  • K1binfo
    installs-packages (in README.md)

Automated review, not a security audit. Ruleset v1+k2.

Advanced
Item type
skill
Key
ehr-fhir-integration
Source
github.com/freedomintelligence/openclaw-medical-skills