apple-health-skillTalk to your Apple Health data — ask questions about your workouts, heart rate, activity rings, and fitness trends using AI.
Install via ClawdBot CLI:
clawdbot install nftechie/apple-health-skillChat with your Apple Health data using AI. Ask about your workouts, heart rate trends, activity rings, VO2 Max, and more. Powered by Transition, which syncs with Apple Health to give AI agents access to your fitness data.
export TRANSITION_API_KEY="tr_live_xxxxxxxxxxxxxxxxxxxxx"Generate a random structured workout — no account needed.
curl "https://api.transition.fun/api/v1/wod?sport=run&duration=45"Parameters:
sport — run, bike, swim, or strength (default: run)duration — minutes, 10-300 (default: 45)Base URL: https://api.transition.fun
Auth: Pass X-API-Key header on every request.
Ask questions about your Apple Health data. The AI coach has full context on your workouts and health metrics.
curl -X POST -H "X-API-Key: $TRANSITION_API_KEY" \
-H "Content-Type: application/json" \
-d '{"message": "How has my resting heart rate changed over the last month?"}' \
"https://api.transition.fun/api/v1/coach/chat"Example questions:
Retrieve scheduled workouts for a date range.
curl -H "X-API-Key: $TRANSITION_API_KEY" \
"https://api.transition.fun/api/v1/workouts?start=2026-02-09&end=2026-02-15"Parameters:
start — Start date (YYYY-MM-DD, required)end — End date (YYYY-MM-DD, required)start and end is 90 days.Get CTL (fitness), ATL (fatigue), and TSB (form) calculated from your Apple Health workouts.
curl -H "X-API-Key: $TRANSITION_API_KEY" \
"https://api.transition.fun/api/v1/performance/pmc"Get FTP, threshold paces, heart rate zones, and other metrics derived from your Apple Health data.
curl -H "X-API-Key: $TRANSITION_API_KEY" \
"https://api.transition.fun/api/v1/performance/stats"curl -H "X-API-Key: $TRANSITION_API_KEY" \
"https://api.transition.fun/api/v1/profile"curl -H "X-API-Key: $TRANSITION_API_KEY" \
"https://api.transition.fun/api/v1/coach/history"| Tier | Read Endpoints | AI Endpoints |
|------|---------------|-------------|
| Free | 100/day | 3/day |
| Paid | 10,000/day | 100/day |
GET /api/v1/performance/pmc and look at TSB. If TSB is below -20, the athlete is fatigued.Generated Mar 1, 2026
An AI fitness coach uses the skill to analyze a user's Apple Health data, providing personalized workout recommendations and recovery advice based on trends in heart rate, VO2 Max, and activity levels. It helps users optimize training schedules and avoid overtraining by monitoring fatigue metrics like TSB from the PMC endpoint.
Companies integrate this skill into employee wellness platforms to offer AI-driven health insights, encouraging physical activity through workout suggestions and tracking progress via activity rings. It supports team challenges and personalized feedback to improve overall workforce health and productivity.
Healthcare providers use the skill to remotely monitor patients' fitness data, such as heart rate trends and workout consistency, aiding in chronic disease management or post-rehabilitation. The AI coach chat allows for natural language queries to assess patient adherence and provide motivational support.
Coaches and trainers leverage the skill to track athletes' performance metrics, including FTP and threshold paces, from Apple Health data. It helps in planning training cycles, managing fatigue with PMC insights, and tailoring workouts to individual athlete needs for peak competition readiness.
Developers embed this skill into existing fitness apps to enhance user experience with AI-powered health analytics, offering features like workout generation and performance stats. It enables apps to provide deeper insights without building complex data analysis tools from scratch.
Offer free tier with limited daily requests (e.g., 100 reads, 3 AI chats) to attract users, then charge for higher tiers with increased limits (e.g., 10,000 reads, 100 AI chats). Revenue comes from subscription fees for developers or businesses needing scalable access to Apple Health data insights.
License the skill as a white-label service for fitness apps, telehealth platforms, or corporate wellness programs, allowing partners to rebrand and integrate it seamlessly. Revenue is generated through licensing fees or revenue-sharing agreements based on user engagement and data processing volume.
Provide advanced analytics and custom reports derived from aggregated, anonymized Apple Health data, sold to research institutions, insurance companies, or fitness brands. Revenue streams include one-time report fees or ongoing subscriptions for access to trend analyses and market insights.
💬 Integration Tip
Start by using the free WOD endpoint for quick workout suggestions without authentication, then integrate the AI coach chat as the primary interface for natural language queries about user data.
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