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Structures comprehensive genomic profiling interpretation with actionable mutations and matched therapies. Use when reviewing genomic test results, identifying targeted therapy options, or interpreting NGS panels.
Navigate the veterinary textbook landscape with authority rankings. Know which textbooks are definitive for which topics. Use when citing veterinary references or resolving conflicting information.
Structures peripheral blood smear review with morphologic descriptions and differential correlation. Use when reading blood smears, describing cell morphology, or correlating with CBC findings.
Diagnostic ladder (cytology→scraping→DTM→biopsy), pruritus scoring, common differentials by species (atopy, flea allergy, food allergy, Demodex, Sarcoptes, Malassezia), treatment tiers.
Structures microbiology result interpretation with susceptibility patterns and resistance mechanisms. Use when reading culture results, interpreting susceptibility data, or identifying resistance patterns.
Structures molecular test interpretation including NGS panels, FISH, and PCR-based assays. Use when interpreting molecular results, reporting genetic variants, or documenting molecular findings.
Structures brain and spine imaging interpretation with stroke, mass, and degenerative disease assessment. Use when reading neuroimaging, evaluating stroke imaging, or documenting intracranial findings.
Structures MSK imaging interpretation with fracture classification and joint assessment protocols. Use when reading MSK imaging, classifying fractures, or documenting orthopedic findings.
Adapts imaging interpretation for pediatric anatomy with age-appropriate normal variants. Use when reading pediatric imaging, differentiating normal variants, or documenting pediatric-specific findings.
Structures genetic test result interpretation with variant classification (ACMG criteria) and clinical actionability. Use when interpreting genetic results, classifying variants, or documenting genetic findings.
Structures surgical pathology reports with diagnosis, staging, margins, and prognostic markers. Use when interpreting biopsies, creating pathology reports, or documenting tissue diagnoses.
Structures drug screen interpretation with confirmation testing and clinical correlation. Use when interpreting drug screens, managing confirmatory testing, or documenting toxicology results.
Guides AUB evaluation using PALM-COEIN classification with workup algorithms. Use when evaluating abnormal bleeding, applying PALM-COEIN classification, or managing AUB workup.
Extracts and reconciles medical provider, wage-loss, and insurance/lien data from personal injury plaintiff fact sheets and initial disclosures against builder draft responses. Use when the user mentions PFS analysis, medical provider reconciliation, wage loss audit, insurance lien tracking, PI d...
Generates structured pharmaceutical regulatory compliance summaries covering FDA approval pathways, patent/IP intersections (Orange Book, Hatch-Waxman), and marketing restrictions (off-label, DTC, Anti-Kickback). Use when preparing FDA compliance overviews, submission readiness assessments, or pr...
Structured species-specific physical examination workflows and normal vital parameter reference ranges. Use when documenting or interpreting physical exam findings in animals.
Search for relevant human medical research that may inform veterinary clinical decisions when veterinary-specific evidence is lacking. Use when no species-specific evidence exists and cross-species extrapolation is considered.
Drafts jurisdiction-specific Psychiatric Advance Directives (PADs) capturing treatment preferences, agent authority, and crisis plans for psychiatric incapacity. Trigger when the user mentions psychiatric advance directive, PAD, mental health advance directive, mental health treatment declaration...
Detect drugs and substances with extreme safety variance across species where a safe dose in one species is lethal in another. CRITICAL SAFETY SKILL. Use before returning any drug information.
Drug Target Identification Pipeline - Identify drug targets for a disease by querying OpenTargets for associated targets, then retrieve detailed target info from ChEMBL and protein data from UniProt. Use this skill for drug discovery tasks involving get associated targets by disease efoId get tar...
Drug-Target Structural Biology - Integrate drug and target structure: get drug from ChEMBL, target structure from PDB, dock them, and predict ADMET. Use this skill for structural pharmacology tasks involving get drug by name retrieve protein data by pdbcode quick molecule docking pred molecule ad...
Gene-Disease Association Analysis - Analyze gene-disease associations: NCBI gene metadata, OpenTargets disease associations, TCGA expression, and Monarch phenotypes. Use this skill for medical genetics tasks involving get gene metadata by gene name get associated targets by disease efoId get gene...
Disease Protein Profiling - Profile a disease protein: UniProt data, AlphaFold structure, InterPro domains, phenotype associations from Ensembl. Use this skill for medical proteomics tasks involving query uniprot download alphafold structure query interpro get phenotype gene. Combines 4 tools fro...
Enzyme Inhibitor Design - Design enzyme inhibitor: target structure, pocket prediction, compound screening, and ADMET assessment. Use this skill for enzyme pharmacology tasks involving retrieve protein data by pdbcode pred pocket prank quick molecule docking pred molecule admet calculate mol drug...
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