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Ensures meal recommendations comply with specified dietary parameters.","intents":["I need a meal plan that fits my dietary restrictions","I want nutrition guidance that respects my food allergies","I need a vegan/keto/paleo meal plan for my fitness goals","I want to avoid certain foods while meeting my nutrition targets"],"best_for":["Users with dietary restrictions or allergies","People following specific diet philosophies","Users with food intolerances","Ethically or religiously motivated dietary choices"],"limitations":["Cannot diagnose allergies or intolerances","May have limited meal variety if restrictions are extensive","Cannot account for rare or niche dietary requirements","Requires accurate restriction specification"],"requires":["List of dietary restrictions or allergies","Food preferences and dislikes","Lifestyle or philosophical dietary choices"],"input_types":["text (restrictions, preferences)","categorical selections (diet type)"],"output_types":["compliant meal plans","food recommendations","macro targets within restrictions"],"categories":["nutrition","personalization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fitwizard__cap_6","uri":"capability://fitness.experience.level.based.plan.progression","name":"experience level-based plan progression","description":"Generates plans appropriate to user fitness experience level (beginner, intermediate, advanced) with appropriate exercise complexity, volume, and intensity. Provides progression pathways as fitness improves.","intents":["I'm new to fitness and need a beginner-friendly plan","I want a plan that matches my current fitness level","I need to know how to progress as I get stronger","I want to avoid exercises that are too advanced for me"],"best_for":["Fitness beginners","Users uncertain about their fitness level","People wanting appropriate challenge levels","Self-directed exercisers without coach guidance"],"limitations":["Relies on accurate self-assessment of fitness level","May not detect actual performance improvements without tracking","Cannot provide real-time form feedback to prevent injury","Progression may not adapt based on actual adherence"],"requires":["User self-assessment of fitness level","Exercise experience and history","Current strength and endurance baselines"],"input_types":["categorical selections (experience level)","text (fitness history)"],"output_types":["level-appropriate workout plan","progression guidelines","exercise difficulty scaling"],"categories":["fitness","personalization"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fitwizard__cap_7","uri":"capability://productivity.freemium.plan.access.and.paywall.management","name":"freemium plan access and paywall management","description":"Provides free access to core workout and nutrition plan generation capabilities while restricting advanced customization features to paid tiers. Manages feature access based on subscription status.","intents":["I want to try the app before paying","I need basic fitness plans without spending money","I want to test if AI-generated plans work for me","I want to upgrade to advanced features if the basics work"],"best_for":["Budget-conscious fitness enthusiasts","Users wanting to validate product value before purchase","Beginners testing AI fitness guidance","People unable to afford personal trainers"],"limitations":["Free tier may have limited customization options","Advanced features hidden behind paywall","May create friction for users wanting full functionality","Freemium model sustainability depends on conversion rates"],"requires":["User account creation","Subscription status tracking","Feature access control logic"],"input_types":["user account data","subscription status"],"output_types":["feature-limited plans (free tier)","full-featured plans (paid tier)","upgrade prompts and paywall"],"categories":["productivity","business-model"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"tool_fitwizard__cap_8","uri":"capability://fitness.anytime.on.demand.plan.generation","name":"anytime on-demand plan generation","description":"Enables users to generate, regenerate, or modify fitness and nutrition plans at any time without scheduling constraints. 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