An AI-driven documentation tool that systematically guides clinicians through gathering clinical data to assemble fully structured, AOA-aligned comprehensive eye exam draft reports.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install comprehensive-eye-exam-report
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install comprehensive-eye-exam-report using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Comprehensive Eye Exam Report?
The Comprehensive Eye Exam Report skill is a specialized clinical documentation assistant designed to streamline the workflow of Doctors of Optometry (OD), optometric residents, and clinical documentation specialists. By leveraging structured AI-driven prompts, the skill guides the clinician or scribe systematically through eleven clinical phases—from initial patient intake and visual acuity to refraction, anterior/posterior segment examinations, and treatment plans. This structured clinical automation represents the next wave of healthcare efficiency built on Openclaw Skills.
Operating with strict adherence to the American Optometric Association (AOA) guidelines, this tool prioritizes patient safety and clinical integrity. It enforces strict patient privacy compliance rules (capturing only patient initials and year of birth) and automatically injects critical safety flags for abnormal findings like elevated IOP or reduced visual acuity. Every output remains a secure draft, requiring final verification, licensing, and signature by a qualified optometrist before entering any electronic medical record (EMR).
Comprehensive Eye Exam Report Use Cases
- Optometric Practice Efficiency: Quickly convert raw patient encounter notes, visual field tests, and slit-lamp findings into a polished, structured draft report ready for review.
- Scribing and Clinical Documentation Support: Assist clinical documentation specialists and ophthalmic technicians in organizing complex patient histories and examination details without missing key clinical parameters.
- Academic and Residency Training: Provide optometric residents with a structured framework for documenting comprehensive exams, reinforcing systematic evaluation standards during training.
- Standardized Referrals and Audit Prep: Generate highly legible clinical draft summaries that clearly flag critical medical indicators for specialist referrals or compliance reviews.
How Comprehensive Eye Exam Report Works
- Encounter Identification & History: The agent gathers minimal PII (initials and year of birth) and flags any critical patient history gaps.
- Visual Acuity & Refraction Collection: Entering visual acuity and manifest refraction are entered; the system automatically triggers warnings if best-corrected visual acuity (BCVA) falls below 20/20.
- Binocular Vision & Structural Anatomy Review: Scribes input binocular status, intraocular pressure (IOP), and multi-point anterior and posterior segment findings.
- Ancillary Testing & Diagnosis Correlation: Incorporates optional OCT or visual field data and requests primary/secondary ICD-10 diagnostic codes, prompting clinical review for any inconsistencies.
- Draft Generation & Verification: Outputs a complete, structured draft formatted for easy review, highlighting all clinical flags and requiring signature and license information before medical record entry.
Comprehensive Eye Exam Report Setup
To run and integrate this skill into your local agent environment using the command line tool, use the following commands:
# Install the skill from the Openclaw Skills directory
clawdbot skill install comprehensive-eye-exam-report
# Run the skill locally in your terminal or with your preferred AI coding agent
clawdbot skill run comprehensive-eye-exam-report --interactive
Alternatively, you can copy the raw markdown structure into your AI agent's system prompt or local system skills folder.
Comprehensive Eye Exam Report Data Schema & Taxonomy
This skill structures eye exam encounters across specific clinical schema arrays:
| Phase | Section Title | Schema Description |
|---|---|---|
| Phase 1 | Encounter Identification | Initials, Year of Birth, Exam Date, Chief Complaint, Pertinent History |
| Phase 2 & 3 | Visual Acuity & Refraction | OD/OS/OU metrics, Dist/Near, BCVA, Sphere, Cylinder, Axis, Add, Prism |
| Phase 4 | Binocular Vision & Motility | Cover test, NPC (break/recovery), EOM, Stereopsis |
| Phase 5 & 7 | Slit-Lamp & Fundus | Lids, Conjunctiva, Cornea, AC, Lens, Optic Disc, C/D ratio, Vessels, Macula, Retina |
| Phase 6 | Intraocular Pressure | Instrument, OD/OS mmHg, Time, Central Corneal Thickness |
| Phase 8 | Ancillary Testing | OCT findings, Humphrey Visual Field (24-2/10-2), Fundus Photos, Topography |
| Phases 9-11 | Plan & Assessment | Primary/Secondary ICD-10 codes, Spectacle/CL status, Medical Tx, Referrals, Recall interval |
All structured data fields are mapped directly into an AOA-compliant clinical text layout ready for copy-pasting into your EHR/EMR.
Comprehensive Eye Exam Report Advanced Features
- Immediate Clinical Flagging: Instantly raises urgent flags (e.g., corneal abrasions, active uveitis, severe IOP spikes) at the top of the interface so crucial care interventions are never buried in deep reports.
- Automated PII Safeguarding: Actively monitors user input and instantly blocks/clears any forbidden patient identifiers like full names, medical record numbers (MRNs), or date of birth details.
- Integrates with Openclaw Skills Ecosystem: This script easily chains with other productivity-tasks and medical dictation modules to provide an end-to-end hands-free dictation workflow.
- Diagnostic Safeguard System: Validates that any physiological anomalies flagged in the eye examination segments (Phases 2-7) automatically have corresponding clinical responses populated in the diagnostic plan block.
SKILL.md
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