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fitness-analyzer

Analyze fitness data to identify trends, milestones, and personalized training recommendations.

26|3|Updated Feb 21, 2026
Search Tags:#fitness#data-analysis#progress-tracking#correlation#trend-analysis#health-data#personalized-guidance
One-click install
npx skills add https://github.com/frxiaobei/frxiaobei-skills --skill fitness-analyzer-frxiaobei
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fitness-analyzer
Source: https://github.com/frxiaobei/frxiaobei-skills/tree/main/skills/youyou-health/references/fitness-analyzer
Command: npx skills add https://github.com/frxiaobei/frxiaobei-skills --skill fitness-analyzer-frxiaobei

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Analyzes fitness data to identify trends, measure progress, and generate actionable training guidance, saving time and improving outcomes.

Core Features & Use Cases

  • Trend analysis across duration, frequency, and intensity to reveal direction and significance.
  • Progress tracking for running, strength, endurance, and flexibility to quantify milestones.
  • Habit and correlation analysis to understand how activity relates to weight, blood pressure, or sleep.
  • Personalized recommendations tailored to goals and health data, guided by established fitness guidelines.

Quick Start

Ask it to analyze your last three months of fitness data and report trends, progress, and personalized training recommendations.

Frequently Asked Questions about fitness-analyzer

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

FAQPage Schema
How do I analyze fitness data to identify trends and track progress?▼

Fitness trend analysis evaluates duration, frequency, and intensity metrics over time to reveal performance direction and statistical significance. It helps quantify progress milestones for running, strength, endurance, and flexibility training.

Can I use correlation analysis to see how my workouts affect my sleep and weight?▼

Yes, correlation analysis calculates coefficients between fitness activities and health indicators like sleep, weight, and blood pressure. This reveals how your workouts influence overall physiological metrics and recovery.

What is the best way to get personalized guidance from my running and strength metrics?▼

The best way to get personalized guidance is analyzing running and strength metrics using trend analysis and progression tracking. This generates clear, tailored recommendations based on your established fitness guidelines and goals.

Does progress tracking work for both endurance and flexibility metrics over a three month period?▼

Progress tracking works effectively for endurance and flexibility metrics over a defined three month period. It quantifies milestones, evaluates progression, and tracks trend direction to measure improvement accurately.

What are the limitations of using standard statistical methods for fitness data analysis?▼

Standard statistical methods for fitness data analysis require structured duration, frequency, and intensity inputs over defined periods. Limitations include needing consistent health data tracking to accurately calculate correlation coefficients and generate reliable personalized recommendations.

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