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AI health synthesis.**\n\nAILIV is not a traditional health dashboard. It's a living visual system — a dark canvas with a central amber orb surrounded by 40 glowing biomarker nodes orbiting in real time. Each node represents a health marker. The whole thing breathes.\n\n**Live:** [grailorbital.creativekonsoles.com](https://grailorbital.creativekonsoles.com)\n\n---\n\n## What It Does\n\n- **40 biomarkers** tracked across 4 orbital rings — cardiovascular, hormonal, metabolic, recovery, and longevity markers\n- **AI synthesis** — sends your full biomarker panel to GPT-4, Claude, and Gemini simultaneously, returns a unified health verdict\n- **Live data ingest** — `/ingest` endpoint accepts real-time data from Apple Health, wearables, and manual entry\n- **Scoring engine** — composite health score computed dynamically across all 40 nodes, updates every 4–13 seconds\n- **Status system** — green / orange / red per marker with personalized diet, sleep, and exercise recommendations\n- **Report panels** — Body, Mind, and Spirit logging with symptom tracking and meal logging\n\n## Biomarker Rings\n\n| Ring | Markers |\n|------|---------|\n| Inner (8) | Resting HR, HRV, SpO₂, Sleep Duration, Respiratory Rate, VO₂ Max, Wrist Temp, Fasting Glucose |\n| Middle (12) | Active HR, Testosterone, CRP, Recovery Index, Cortisol, Vitamin D, Deep Sleep %, REM %, Steps, BP, Body Fat, Ferritin |\n| Outer (10) | Magnesium, Omega-3 Index, Insulin Sensitivity, Uric Acid, B12, Zinc, Hydration, Grip Strength, Lactate Threshold, Muscle Mass |\n| Outermost (10) | Albumin, ALT, DHEA-S, Free Testosterone, IGF-1, Homocysteine, ApoB, Fibrinogen, NAD+, TSH |\n\n## Stack\n\n```\nPython · Flask · Vanilla Canvas JS · Claude (Anthropic) · GPT-4 (OpenAI) · Gemini (Google)\nRailway · No external UI frameworks\n```\n\n## Run Locally\n\n```bash\npip install -r requirements.txt\npython app.py\n# → http://127.0.0.1:5566\n```\n\n## API Endpoints\n\n| Endpoint | Method | Purpose |\n|----------|--------|---------|\n| `/ingest` | POST | Push live health data |\n| `/api/data` | GET | Retrieve current biomarker state |\n| `/api/grail-guide` | POST | Trigger AI synthesis across all 3 models |\n| `/log/symptom` | POST | Log a body/mind/spirit symptom |\n| `/log/meal` | POST | Log a meal |\n\n---\n\n*A Creative Konsoles project. Built for people who take their biology seriously.*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpapjamzzz%2Fgrail","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpapjamzzz%2Fgrail","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpapjamzzz%2Fgrail/lists"}