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game-analytics-platform-computer-vision — Claude Code skill

Guides the setup of a local fitness platform using computer vision, a Spring Boot backend, and a React dashboard for webcam workout tracking.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓ 
npx skills add reason-machines/data-skills --skill game-analytics-platform-computer-vision -a claude-code
Open on GitHub

What game-analytics-platform-computer-vision does

This skill walks through building a three-tier workout tracker driven by webcam video. Python scripts handle local processing, pairing YOLO v8 with MediaPipe to validate posture across 16 exercises. The vision engine records movement metrics directly to CSV files, while pyttsx3 handles spoken feedback.

A Java 17 Spring Boot backend controls the lifecycle of these Python sub-processes via REST endpoints and serves a React frontend at http://localhost:8080. Without Java 17 and Python 3.10+ configured in your path, the build pipeline fails before any video capture begins.

What it helps with

  • combine MediaPipe skeletal estimation with YOLO detection in Python
  • manage vision sub-processes through a Spring Boot REST API
  • trigger automated voice coaching during workouts via pyttsx3
  • export exercise repetition data into CSV files

Example prompts for the agent

  • Help me configure the local fitness tracking game platform
  • Combine YOLO tracking with MediaPipe pose estimation for webcam workouts
  • Configure a Spring Boot service to manage vision sub-processes

How to install game-analytics-platform-computer-vision

1Skills CLI (Vercel)

npx skills add reason-machines/data-skills --skill game-analytics-platform-computer-vision -a claude-code

2Manually: put the files in place

~/.claude/skills/game-analytics-platform-computer-vision/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/game-analytics-platform-computer-vision/

Step by step, with commands for each platform: How to install skills in Claude Code: five ways

Questions about game-analytics-platform-computer-vision

How to install game-analytics-platform-computer-vision in Claude Code?

Run npx skills add reason-machines/data-skills --skill game-analytics-platform-computer-vision -a claude-code.

What does game-analytics-platform-computer-vision do?

It provides architecture blueprints and code patterns for a fitness game that monitors exercises locally via webcam, YOLO, MediaPipe, and Spring Boot.

What tools must be installed before running this project?

You need Java 17, Node.js LTS, Python 3.10+ on the system path, and a functional webcam.

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