fitness-learn

Teaches evidence-based strength training through a stateful 13-module curriculum with adaptive exercises.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? Beginners in strength training often follow flashy influencer programs, chase weight over form, or quit after plateaus because they lack a structured, evidence-based learning path and a coach who remembers their progress. ## Core Features & Use Cases - Stateful Personal Coaching: Reads and updates a learner-state file tracking mastery per module, weak spots, misconceptions, and a spaced-repetition review queue across 13 modules from novice to competent. - Evidence-Based Curriculum: Covers progressive overload, movement patterns, program selection, nutrition, recovery, plateau troubleshooting, and injury prevention, distilled from r/Fitness Wiki, Stronger By Science, Renaissance Periodization, and Barbell Medicine. - Honest Safety Boundaries: Explicitly states the AI cannot see your form, operationalizes a self-check protocol (film at 45 degrees, check 3 points, report, stop on red flags, escalate to an in-person coach), and defers medical and injury questions to doctors. - Use Case: A beginner who just got a gym membership asks to learn fitness; the coach diagnoses their starting point, helps them pick a full-body beginner program, reviews their weekly progression logs, and flags when their deadlift form concerns require video review or a live coach. ## Quick Start Ask the coach to teach you fitness from scratch and have it diagnose your current level to place you in the right module.

Frequently Asked Questions about fitness-learn

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

FAQPage Schema
How do I learn strength training with an AI coach?▼

Start by telling the coach your goal, training experience, and available equipment. It runs a placement diagnosis, then teaches one module at a time from a 13-module curriculum, adapting exercises to your mastery level and tracking progress in a learner-state file.

What workout program should a beginner choose for muscle building?▼

Beginners should pick a reputable full-body program run two to three times per week rather than flashy body-part splits. The curriculum teaches a red-flag checklist to evaluate influencer programs and includes a first-week milestone of completing three logged full-body sessions.

Can an AI coach correct my squat or deadlift form?▼

No, the AI cannot see your movements, which is stated as its central honest limitation. It provides a self-check protocol: film a full set from the side at 45 degrees, check three key points, report findings in text, and escalate to an in-person coach if problems persist.

How do I tell normal muscle soreness from an injury?▼

Normal delayed-onset soreness is diffuse and symmetric, while sharp pain, joint pain, persistent pain, numbness, or pain that wakes you at night are red flags. The injury-prevention module trains this distinction with scenario judgment exercises and directs red flags to a doctor.

What are the limitations of AI fitness coaching?▼

It is not medical advice or a personalized training prescription, and it cannot watch your form. People with cardiovascular disease, joint injuries, or pregnancy should get medical clearance first, and heavy compound lifts warrant video review or an in-person coach.