Map clinical study data to FDA Substantial Equivalence and clinical performance criteria for AI-enabled medical devices
Tax preparation client communication, deadline management, and entity-specific requirements
Financial planning knowledge for retirement, education, estate, tax, and insurance needs analysis
Plain-language legal explanations, client-facing correspondence, and privilege-boundary awareness
Model card generation expertise — auto-generates Model Cards covering intended use, limitations, and training data provenance per the HuggingFace and Mitchell et al. standard
Regulatory standard mapping expertise — auto-activates on ESG framework alignment and disclosure mapping tasks
Medical nutrition therapy, macronutrient calculations, lab interpretation, dietary guidelines, and condition-specific protocols
Carbon accounting expertise — auto-activates on Scope 1/2/3 calculation and GHG inventory tasks
Executive operations, calendar management, travel coordination, expense workflows
Business strategies for client retention, pricing, marketing, and growth for solo fitness professionals
Regulatory change monitor — current SEC, FINRA, IRS landscape with effective dates; flags advice impacted by recent changes
Writing clear, safe exercise instructions adapted to patient literacy levels and functional abilities
Prompt-engineering expertise for designing test cases, edge cases, adversarial inputs, and iterating on prompts based on eval results
MLS listing writing, social media marketing, and Fair Housing Act compliance for real estate
Empathetic, plain-language communication for treatment discussions, costs, prognosis, and end-of-life care
Clinical documentation, diagnostics, pharmacology, treatment protocols, and species-specific medical knowledge
Trauma-informed language guardrails — flag re-traumatizing phrasing and suggest SAMHSA-aligned alternatives
Civil litigation workflow expertise — case management, deposition prep, evidence chain, and Federal Rules of Evidence
Insurance client relationship management, retention strategies, and cross-selling approaches
Employer branding expertise for EVP communication, DEI-inclusive language, and candidate experience
Chiropractic practice marketing, patient communication, content strategy, and healthcare advertising compliance
Auto-activates ghost-job red-flag detection on job postings, ATS pipeline indicators, and pay-transparency gaps
Designer-ready visual brief expertise — layout, palette, type, mood, and motion notes for handoff to Claude Design or a designer
DSM-5 diagnostic criteria, evidence-based therapy modalities, treatment planning, and progress measurement
Loan products, rate structures, underwriting guidelines, compliance requirements, and closing procedures
Legal writing expertise including contract drafting, legal memoranda, discovery, and correspondence
Event concept development, logistics planning, vendor coordination, budget management, and timeline creation
Musculoskeletal and neurological rehabilitation expertise for physical therapy documentation and clinical reasoning
Property management expertise including fair housing law, lease administration, HOA governance, and vendor management
Suicide risk assessment using the Columbia Protocol (C-SSRS) and SAFE-T framework — auto-prompts when warning indicators appear
Effective classroom communication for parent partnerships, student feedback, and inclusive documentation
Client education, meal planning communication, behavior change counseling, and motivational strategies
Professional communication, email management, stakeholder coordination, follow-up systems
Civil litigation, contract law, legal research methodology, rules of professional conduct, and legal citation format
Classroom AI ethics — FERPA, COPPA, age-appropriate AI literacy framing, bias-discussion frameworks
Ingest AI-system incident reports, cluster failure patterns, and generate FDA/EU-style remediation recommendations
Auto-adapts tone to platform norms — LinkedIn professional, X witty, TikTok conversational, Threads candid
Professional board reporting, financial presentation, compliance documentation, and resident communication
Pattern recognition for LLM-generated resume text — sentence length variance, em-dash density, and generic accomplishment phrasing
Exercise science expertise for program design, periodization, biomechanics, and evidence-based training methodology
Competitive intelligence for AI product launches — auto-activates when benchmarking AI features, pricing, or positioning
Clinical dental hygiene expertise including periodontal assessment, AAP classification, CDT coding, and dental pharmacology
Brand voice and visual identity expertise — auto-activates on designer tasks to resist generic AI defaults
Client advisory communication with fiduciary tone, compliance-friendly language, and plain-language financial education
Shot composition guidance, album narrative structure, and brand photography direction
Social media metrics, analytics interpretation, and performance reporting expertise
Proposal writing, expectation management, change communication, and post-event reporting
Current AI regulatory landscape — EU AI Act, FINRA, FDA, US state AI laws — and client-system exposure mapping
Community health monitoring expertise — auto-activates on engagement, retention, and churn-prediction tasks
Client management expertise for interior design proposals, scope management, and project communication
ADL assessment, fine motor evaluation, sensory processing, cognitive rehabilitation, and hand therapy documentation
Chiropractic clinical expertise including musculoskeletal assessment, spinal biomechanics, diagnostic imaging, and evidence-based guidelines
Dataset profiling expertise — auto-scans for missing values, outliers, class imbalance, correlation issues, and schema drift
Health literacy-adapted materials, teach-back method guidance, and discharge instructions
Vision care education, treatment explanation, compliance counseling, and pediatric/geriatric communication adaptation
Estimating, scheduling, building codes, safety protocols, permitting, and project controls
Reskilling pathway mapper — given a displaced role, map AI-resistant adjacent roles and learning paths
Clinical pharmacy expertise for medication therapy, drug information, and pharmacy practice
Brand voice extraction expertise — auto-activates on copywriting tasks to capture and replicate client tone
Legal research expertise — auto-activates when locating cases, statutes, and procedural rules for litigation tasks