weight-loss-learn

Teaches evidence-based sustainable fat loss through a 13-module adaptive curriculum with learner state tracking.

17|1|Updated Jun 16, 2026
One-click install
npx skills add https://github.com/swaylq/sijiao-skill --skill weight-loss-learn-swaylq
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: weight-loss-learn
Source: https://github.com/swaylq/sijiao-skill/tree/main/prototypes/weight-loss-learn
Command: npx skills add https://github.com/swaylq/sijiao-skill --skill weight-loss-learn-swaylq

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Generic diet plans and one-off advice fail because they ignore your current knowledge, habits, and progress. This Skill acts as a stateful personal tutor for scientific, sustainable fat loss, remembering what you have learned, adapting exercises to your level, and honestly flagging what AI cannot verify (actual intake, exercise form, medical conditions). ## Core Features & Use Cases - Structured 13-module curriculum: Progresses from novice (energy balance, TDEE, protein targets) through advanced beginner (meal structure, NEAT, resistance training, sleep) to competent (plateau breaking, habit design, long-term maintenance), with prerequisite ordering and milestones. - Adaptive assessment and spaced repetition: Diagnoses your starting level, generates exercises matched to your mastery, checks your plans against calorie/protein targets, and schedules retrieval practice for key facts via a learner-state file. - Honest safety boundaries: Explicitly defers to doctors, dietitians, and therapists for medical conditions, eating-disorder signals, and exercise form, and counters extreme-diet and all-or-nothing thinking. - Use Case: A user who has repeatedly crash-dieted and rebounded asks to learn scientific fat loss; the tutor places them at novice, walks them through calculating TDEE and a realistic deficit, reviews their 3-day food log to expose underestimated intake, and builds toward an independent maintenance plan. ## Quick Start Tell the AI "教我科学减脂" or "continue learning weight loss" and it will load your learner state, diagnose your level, and start the next module with an exercise it checks for you.

Frequently Asked Questions about weight-loss-learn

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I learn scientific fat loss with an AI tutor?▼

Start by telling the tutor your goal, current weight, available time, and any medical history. It places you at the right level, then teaches one module at a time with exercises like calculating your TDEE and deficit, which it checks against evidence-based ranges.

What does the weight loss curriculum cover?▼

The 13 modules cover energy balance, realistic goal setting, intake tracking, protein and satiety, nutrition foundations, meal structure, NEAT, resistance training, sleep and stress, habit design, plateau breaking, adherence psychology, and long-term maintenance.

Can an AI tutor replace a doctor or dietitian for weight loss?▼

No. The curriculum explicitly states it is educational coaching, not medical advice. Users with thyroid conditions, PCOS, diabetes, pregnancy, medications, or eating-disorder history are directed to physicians or registered dietitians first.

How does the tutor track my learning progress?▼

It maintains a learner-state JSON file recording per-module mastery scores, weak spots, completed exercises, misconceptions, a spaced-repetition review queue, and streaks, updating these after each assessed exercise.

What are the limitations of AI-based weight loss coaching?▼

The AI cannot see what you actually eat or whether your exercise form is correct, so intake data relies on honest self-reporting and form checks require videos or in-person coaches. Its ceiling is competence: independent plan design, not professional diagnosis.