Open-Source Sports Skill: Analyzes Trajectories and Auto-Generates 3D Visual Reports
歸藏的AI工具箱 · wechat · 2026-08-10
The author open-sourced an AI skill module called guizang-sports-skill, designed to provide in-depth data analysis and visual sharing for cycling, running, and hiking.
Core Features & Implementation:
- Deterministic Analysis + AI Explanation: A deterministic parser handles FIT/KML files to calculate hard metrics like distance, elevation, and gradient distribution. The LLM then translates these complex data relationships into readable performance summaries and training advice, effectively avoiding hallucinations common with raw data processing.
- 3D Reports & Multi-format Export: Upon completion, the tool auto-launches a browser to display a 3D route with real elevation profiles. Users can overlay photos along the trajectory and export optimized MP4 videos or PNG images tailored for platforms like Xiaohongshu and Reels.
Installation & Usage:
It supports quick installation via a single command and integrates seamlessly with AI coding agents like Codex and Claude Code that possess local file and shell execution capabilities.
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