vitaclaw

Orchestrates comprehensive annual checkup interpretation by coordinating report parsing, lab interpretation, family history analysis, genetic risk scoring, TCM constitution assessment, and guideline lookup. Use when the user uploads a checkup report or asks for help interpreting physical examination results.

Parse Apple Health export (export.xml) and correlate wearable data with medical treatment history — optimized for oncology patients tracking health metrics across treatment cycles. Tracks heart rate, blood pressure, SpO2, weight, daily steps, and sleep, then overlays these onto treatment periods to reveal patterns. Generates per-metric reports and a treatment correlation analysis. Supports HealthKit MCP server integration. Works with records from medical-record-organizer. Trigger phrases: 分析我的苹果健康数据, 导入Apple Health数据, 化疗期间体重变化, 治疗期间心率, 看我的步数趋势, analyze Apple Health export, import health data, track weight during chemo, heart rate during treatment, activity trend.

Records and classifies blood pressure readings per ACC/AHA 2017 guidelines, detects morning surge, analyzes diurnal variation, and generates monthly statistics. Use when the user logs BP readings or asks about blood pressure trends.

Interprets physical examination reports by parsing PDF files into structured data, identifying abnormalities with severity grading, and generating clinical explanations with health recommendations. Supports year-over-year comparison of two reports. Use when the user uploads a checkup report or asks for help understanding lab results.

Monitors multiple chronic disease indicators (BP, glucose, HbA1c, lipids, uric acid, creatinine, eGFR, liver function) against Chinese clinical guidelines. Detects abnormal trends, metabolic syndrome, and generates visit summaries. Use when the user tracks lab results or manages multiple chronic conditions.

Centralized health memory hub — manages daily logs and per-item longitudinal tracking files under memory/health/. WHEN TO USE: After any health skill records data, or when answering health questions that need historical context.

Query and visualize medical history for any patient — optimized for tracking cancer treatment progression and chronic disease management. Displays chronological treatment history, lab value trends (tumor markers CEA/CA-199/AFP/CA-125, CBC, kidney/liver function) with ASCII charts, imaging findings, and treatment response (CR/PR/SD/PD) across all lines of therapy. Flags abnormal values and generates a print-ready timeline for doctor visits. Correlates with Apple Health wearable data when available. Works with records organized by medical-record-organizer. Trigger phrases: 看我的病情时间线, CEA变化趋势, 最近肿瘤标志物, 化疗后指标, 查看治疗历史, 疗效评估, show health timeline, tumor marker trend, disease progression, treatment history, lab value trends.

Archive and organize patient medical records for any condition — optimized for oncology and chronic disease management. Auto-classifies PDFs and scanned photos into a structured per-patient directory: imaging (CT/MRI/PET-CT/ultrasound), lab results (CBC, tumor markers CEA/CA-199/AFP/CA-125), pathology, gene panel (NGS/KRAS/EGFR/BRCA/TMB/MSI), immunohistochemistry (IHC/PD-L1/HER2/Ki-67), and discharge summaries. Supports bulk import via zip/rar/7z archives. Builds a navigable INDEX.md for each patient — ideal for patients and family caregivers managing multi-year records. Supports both Chinese and English medical documents. Trigger phrases: 整理这份报告, 归档这个检查单, 帮我存这份CT, 存这份化验单, 添加出院小结, organize this report, file this lab result, save this CT scan, archive discharge summary, store medical record.

Performs intelligent PubMed literature search using a 3-layer LLM progressive query architecture with evidence bucketing and stratified sampling, returning high-quality clinical literature. Use when the user needs to find research papers on a biomedical topic.

Aggregates the past 7 days of health data from health-memory into a narrative weekly report with a composite health score (0-100), per-domain summaries, cross-domain correlations, and actionable next-week suggestions. Use at the end of each week or when the user asks for a health summary.

Manages allergy profiles including food, environmental, and drug allergies. Tracks reactions, identifies cross-reactivity risks, provides seasonal allergy forecasts, and warns about allergen exposure. Use when the user reports allergies, asks about cross-reactions, or needs allergen avoidance guidance.

Analyzes body composition metrics including body fat percentage, muscle mass, visceral fat, and BMI. Tracks trends over time and provides training and nutrition recommendations based on body composition goals. Use when the user logs body measurements, DEXA/BIA results, or asks about body composition.

Provides structured breathing exercise programs for stress relief, sleep improvement, focus enhancement, and anxiety management. Includes step-by-step guided instructions for various techniques. Use when the user wants breathing exercises, asks about breathwork, or needs quick relaxation techniques.

Manages chronic pain through pain diary logging, pattern analysis, weather and activity correlation, and non-pharmacological intervention suggestions. Use when the user reports pain, wants to track pain patterns, or seeks pain management strategies.

Analyzes circadian rhythm patterns, assesses chronotype (morningness-eveningness), provides light exposure protocols, optimizes meal/exercise/sleep timing windows, and supports jet lag recovery and shift work adaptation. Use when the user asks about their body clock, optimal daily timing, light exposure, jet lag, or shift schedules.

Provides eye health guidance including 20-20-20 rule reminders, screen time management, vision change tracking, and dry eye prevention tips. Use when the user asks about eye strain, screen time impact, vision health, or wants eye care reminders.

Provides step-by-step first aid instructions for common emergencies including burns, fractures, choking, poisoning, and bleeding. Includes CPR guidance and emergency preparedness. Use when the user asks about first aid procedures, emergency response, or injury treatment.

Analyzes Google Fit exported data including steps, heart rate, sleep, and activity metrics. Generates health digests and trend reports from Google Fit JSON/CSV exports. Use when the user provides Google Fit data or asks about their Google Fit health metrics.

Assesses gut health through symptom tracking, provides FODMAP dietary guidance, recommends probiotics and prebiotics, and monitors digestive patterns. Use when the user reports digestive issues, asks about gut health, or wants dietary guidance for GI wellness.

Tracks hormone lab results over time, analyzes trends for thyroid, sex hormones, cortisol, and metabolic markers, and provides lifestyle optimization suggestions. Use when the user logs hormone test results, asks about hormonal health, or wants to understand hormone trends.

Tracks daily water intake, calculates personalized hydration targets based on body weight, activity level, and weather conditions, and provides reminders. Use when the user logs water intake, asks about hydration needs, or wants to analyze drinking patterns.

Provides evidence-based longevity and anti-aging lifestyle recommendations, tracks biological age markers, and synthesizes latest research on healthspan optimization. Use when the user asks about longevity, anti-aging strategies, biological age, or healthspan.

Tracks menstrual cycles, predicts ovulation and next period, logs symptoms and flow, and provides PMS management suggestions. Use when the user logs period data, asks about cycle predictions, or wants menstrual health insights.

Provides posture assessment guidance, workstation ergonomics setup advice, and recommends stretching and strengthening exercises to prevent musculoskeletal issues. Use when the user asks about posture, ergonomic setup, or reports desk-related discomfort.

Provides trimester-specific pregnancy health guidance, tracks prenatal appointments, monitors symptoms, and offers nutrition and exercise recommendations for each stage. Use when the user is pregnant, planning pregnancy, or asks about prenatal health.

Tracks social interactions, assesses loneliness via UCLA Loneliness Scale, maps Dunbar social circles, generates social health scores (0-100), and provides social prescriptions. Use when the user logs social activities, reports feeling isolated, or asks about social wellbeing patterns.

Assesses stress levels, guides breathing exercises and mindfulness practices, analyzes HRV-based stress data, and provides personalized stress reduction strategies. Use when the user reports feeling stressed, wants relaxation guidance, or asks about stress management techniques.

Records vaccination history, tracks due dates for boosters, provides travel vaccination requirements, and maintains an immunization schedule. Use when the user logs vaccines, asks about upcoming vaccinations, or plans travel requiring immunizations.

Analyzes the relationship between caffeine consumption and sleep quality by coordinating caffeine tracking, sleep analysis, and trend correlation. Identifies personal sensitivity thresholds and optimal caffeine cutoff times. Use when the user wants to understand how coffee affects their sleep.

Tracks daily caffeine intake from beverages, models residual caffeine using half-life decay (t1/2=5.7h), and predicts safe sleep time. Use when the user logs coffee, tea, or energy drink consumption, asks about caffeine levels, or wants to know when it is safe to sleep.

Manages daily calorie balance and fitness tracking by coordinating BMR/TDEE calculation, nutrition analysis, food lookup, exercise stats, trend analysis, and SMART goal tracking. Use when the user wants to track calories, manage weight loss or gain, or optimize their fitness routine.

Performs nutritional assessment and diet plan generation for cancer patients using NRS-2002 scoring and LLM-based dietary recommendations. Tracks weight, albumin, caloric intake, and generates personalized meal plans based on cancer type and treatment phase. Use when the user wants nutrition guidance during cancer treatment.

Searches ClinicalTrials.gov for clinical trials with multi-dimensional filtering by disease, intervention, location, and trial status. Retrieves trial details by NCT ID and formats results as structured Markdown. Use when the user wants to find relevant clinical trials.

Manages comprehensive diabetes control by coordinating blood glucose tracking, nutrition analysis, exercise correlation, kidney function monitoring, and complication risk assessment. Use when a diabetes patient logs blood sugar, meals, or exercise, or needs checkup interpretation.

Queries drug adverse event reports from the openFDA FAERS API, including frequency, severity, and outcome distributions. Use when the user wants to understand reported side effects for a medication.

Checks drug-drug interactions via the RxNorm API with automatic fallback to openFDA drug labels when RxNorm data is unavailable. Supports single-drug lookup, multi-drug batch checking, and FDA label retrieval. Use when the user wants to verify whether their medications interact.

Retrieves FDA-approved drug label information via the openFDA API, including indications, dosage, warnings, contraindications, adverse reactions, and drug interactions. Use when the user needs official prescribing information for a medication.

Resolves drug names (generic, brand, or development codes) to standardized RxNorm RxCUI identifiers and retrieves drug classification information. Use when the user needs to normalize a medication name or look up its drug class.

Generates a medical emergency information summary card for quick access during emergencies. Extracts critical data (allergies, medications, acute conditions, implants) from health records and outputs in multiple formats (HTML, JSON, text, QR code). Use when the user needs travel prep, emergency info, a medical card, or asks about first-aid information.

Analyzes family medical history, assesses hereditary risk, identifies family health patterns, and provides personalized prevention recommendations. Generates visual reports including family tree diagrams, genetic risk heat maps, and disease distribution charts. Use when the user wants a family health report, hereditary risk assessment, or family disease pattern analysis.