An authentic, hand-engineered manual of 20 clinical prompts for modern veterinary practices. Streamlining documentation, math audits, patient care, and client correspondence.
VetLogic AI Publishing
Published: June 2026
Author: Clinical Engineering Team
Secure Medical Reference Document
Prompt engineering in animal medicine requires specific constraints. Large Language Models (LLMs) can generate grammatically sound but clinically dangerous dosing math errors. Always observe the following guidelines:
Always define the clinical role explicitly (e.g. "certified oncology specialist", "internal medicine pathology scribe"). This restricts the model's vocabulary and formatting.
Use negation to avoid hallucinations: "If a specific parameter (e.g. vital temp) is not mentioned in notes, output 'Not evaluated'. Do not make up values."
Always specify Markdown tags, headers, and bullet formats. This allows instant copying directly into your clinic's electronic health records (EHR).
The following workflow maps how raw dictations or unstructured triage parameters are parsed, processed using role-engineered system prompts, and converted into clinical records.
System prompt parameters enforce vitals checks (temp, pulse, respiration) and shock assessments.
Scribes routine checkup metrics, dental calculus, preventatives administered, and vaccines injection sites.
Ensures accurate tracking of metabolic variables (renal IRIS scores, blood glucose levels).
Logs tooth extractions, local bupivacaine nerve block dosing, and surgical socket closures.
Translates complex localized lesion checks, drawer tests, spinal paint triggers, and reflexes.
Converts VHS scores, cardiomegaly findings, and lung congestion logs into compassionate summaries.
Drafts tumor staging updates, explaining benign vs malignant tumor grades and surgical margin clearances.
Verifies calculations for IV infusions (mcg/kg/min to total bag addition mL) to guarantee safety.
Calculates dosing volumes, alternates pinna application sites, and defines PPE glove safety rules.
Drafts comforting guides for owners, explaining the HHHHHMM scale and detailing the procedure.
Explains anesthesia safety parameters (intubation, continuous ECG) based on patient health levels.
Drafts decline updates, explaining medication risks (NSAID liver check) if blood screen checks are delayed.
Creates duration plans to separate exit cues (shoes, keys) from actual departures.
Compiles patient files and referral questions into formal primary-to-specialist letters.
Establishes audits for anesthesia, controlled drugs, surgical sterility, and record logs.
Formats eye exam checks, Schirmer Tear Tests, fluorescein stain results, and IOP pressure levels.
Evaluates total T4 hormone blood panels and directs methimazole dose edits safely.
Calculates pain severity (PSS) and pain interference (PIS) averages from owner surveys.
Generates autoclaving, phone triage, surgical packing, and kennel sanitization protocols.
Generates HIPAA-compliant responses to online reviews, protecting medical details.
Verify formatting and margins before printing. Selecting 'Save to PDF' inside Chrome or Safari will render this book exactly across 13 pages with clean breaks.
End of VetLogic AI Veterinary Prompt Engineering E-Book.
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