SweatSensei is an intelligent fitness agent that provides personalized workout programming, nutrition calculations, and performance tracking.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install fitness-agent
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install fitness-agent using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is SweatSensei: AI Personal Fitness Agent?
SweatSensei is a specialized AI agent designed to act as a dedicated personal trainer and nutrition consultant. By utilizing the framework of Openclaw Skills, this agent offers a technical and data-driven approach to health management, allowing users to automate the complex task of workout programming and macronutrient tracking through natural language. It focuses on delivering actionable fitness advice that adapts to the user's specific environment, whether they are training in a high-end gym or a home setup with limited equipment.
This skill bridges the gap between generic fitness apps and human coaching by providing safety-first guidance and dynamic adjustments. As part of the broader ecosystem of Openclaw Skills, SweatSensei ensures that your physical progress is tracked with precision, making it an essential tool for developers and power users who want to optimize their physical health alongside their technical workflows.
SweatSensei: AI Personal Fitness Agent Use Cases
- Creating hyper-personalized hypertrophy or strength programs based on specific equipment like dumbbells or kettlebells.
- Calculating precise Total Daily Energy Expenditure (TDEE) and custom macronutrient splits for weight loss or muscle gain.
- Logging complex workout sessions and body metrics through simple text-based interactions.
- Finding biomechanically sound exercise alternatives when dealing with specific injuries or equipment shortages.
- Generating automated weekly summaries to analyze performance trends and physiological changes.
How SweatSensei: AI Personal Fitness Agent Works
- The user initializes the SweatSensei agent and provides baseline physical data and fitness objectives.
- The skill processes these inputs to generate a tailored training and nutrition roadmap.
- Daily interactions allow the user to log workouts and nutrition data in real-time using natural language.
- The agent analyzes the logged data against the established goals to provide motivational feedback or plan adjustments.
- Weekly reports are automatically compiled to provide a high-level view of consistency and physical progress.
SweatSensei: AI Personal Fitness Agent Setup
To deploy SweatSensei within your environment, use the following commands to integrate it with your existing Openclaw Skills:
# Install the fitness agent skill
openclaw install fitness-agent-skill
# Initialize your fitness profile and goals
openclaw run sweat-sensei --setup
SweatSensei: AI Personal Fitness Agent Data Schema & Taxonomy
The skill manages several data structures to ensure accurate tracking and reporting within the Openclaw Skills architecture:
| Data Point | Description | Format |
|---|---|---|
| User Profile | Age, weight, height, and activity level | JSON Object |
| Workout Logs | Records of exercises, sets, reps, and RPE | Relational Table |
| Macro Targets | Daily protein, carb, and fat goals in grams | Key-Value Pair |
| Performance | Historical PRs and volume tracking | Time-series Data |
SweatSensei: AI Personal Fitness Agent Advanced Features
- Intelligent injury-mitigation logic that suggests low-impact alternatives for squats or presses.
- Multi-equipment flexibility, allowing users to switch between 'Gym' and 'Home' modes instantly.
- Automated daily check-in prompts designed to increase adherence and consistency.
- Seamless integration with other Openclaw Skills for comprehensive data analysis and life-automation.
SKILL.md
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