digital-twin-clinical-agent
AI-powered patient digital twin creation for clinical trial simulation, treatment outcome prediction, and personalized medicine using real-world data and multi-omics integration.
AI-powered patient digital twin creation for clinical trial simulation, treatment outcome prediction, and personalized medicine using real-world data and multi-omics integration.
Implements validated mental health screening tools (PHQ-9, GAD-7, AUDIT-C, C-SSRS, MDQ, PC-PTSD-5) with scoring, interpretation, and safety planning. Use when user asks to "screen for depression", "anxiety screening", "PHQ-9 score", "GAD-7", "suicide risk assessment", "AUDIT-C", "bipolar screening", "PTSD screen", "mental health assessment", or needs behavioral health screening documentation. Do NOT use for psychiatric medication management, therapy notes, or detailed psychiatric evaluations.
Assesses pediatric growth using WHO and CDC growth charts with percentile and z-score calculations. Use when user asks to "plot growth", "check growth chart", "growth assessment", "growth percentiles", "is the child growing normally", "failure to thrive", "FTT workup", "pediatric BMI", mentions "growth velocity", "weight for age", "height for age", or needs growth trend analysis for a child. Do NOT use for adult BMI, adult weight management, or prenatal growth (use prenatal-visit-workflow).
Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart rate variability analysis, event-related potentials, complexity measures, autonomic nervous system assessment, psychophysiology research, and multi-modal physiological signal integration.
Fintech engineering expertise — payment processing (Stripe, Plaid), PCI DSS compliance, financial data modeling (double-entry bookkeeping), fraud detection patterns, bank-grade security (encryption, tokenization), open banking APIs, cryptocurrency/blockchain integration, regulatory compliance (KYC/AML), and idempotent financial transaction design. Use for payment systems, banking apps, trading platforms, and fintech infrastructure.
Manage Pendle Finance limit orders — view the order book, generate EIP-712 order data for PT/YT buys and sells, submit signed orders, and cancel. Activate when the user asks about limit orders, buy PT at a target APY, sell YT if yield drops, or set a yield target.
Retrieves and analyzes FHIR Coverage and Organization resources to produce a structured insurance summary with coordination of benefits analysis. Use when user asks to "check insurance", "coverage details", "verify coverage", "insurance summary", "what plan is the patient on", "primary vs secondary insurance", or "coverage status". Do NOT use for clinical data, demographics beyond insurance, or billing claim submission.
Independent LLM judge evaluates task completion separately from the executing agent, catching false success claims by reviewing task goal, actions taken, final state, and evidence. Produces PASS/FAIL with confidence score and reasoning.
Ask the minimum clarifying questions before implementation when requirements are ambiguous or missing crucial details
Use when reviewing or redlining contracts against a legal playbook, fallback positions, or commercial norms, especially for clause-by-clause risk assessment, severity triage, and negotiation-ready redlines.
Validate planned changes against local framework rules and policy guardrails before implementation or creation.
Rules pertaining to Composer dependency management, promoting best practices for declaring and updating dependencies.
Generates comprehensive discharge summaries per CMS and Joint Commission requirements from FHIR data including admission and discharge diagnoses, hospital course, procedures, discharge medications with changes, follow-up, and patient instructions. Use when user asks to "write a discharge summary", "create DC summary", "discharge documentation", mentions "discharge paperwork", "transition of care document", or needs discharge documentation. Do NOT use for admission H&P, daily progress notes, outpatient visit notes, or transfer summaries.
Validate systems and processes against GDPR/CCPA privacy regulations, privacy-by-design principles, ADA/WCAG accessibility standards, data processing agreements (DPAs), and provide compliance checklists with regulatory change monitoring guidance.
Toolkit for creating animated GIFs optimized for Slack, with validators for size constraints and composable animation primitives. This skill applies when users request animated GIFs or emoji animations for Slack from descriptions like "make me a GIF for Slack of X doing Y".
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.
Google Imagen image generation via Vertex AI — text-to-image, image editing, inpainting, and upscaling using ImageGenerationModel
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.
Generate or edit images using AI models (FLUX, Gemini). Use for general-purpose image generation including photos, illustrations, artwork, visual assets, concept art, and any image that is not a technical diagram or schematic. For flowcharts, circuits, pathways, and technical diagrams, use the scientific-schematics skill instead.
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.