AI-Driven Trail Running Pace Chart Generator for Race Planning

AI-Driven Trail Running Pace Chart Generator for Race Planning

This AI-driven skill converts GPX/KML routes or recorded FIT tracks into even-effort trail running pace charts. It can also compare FIT activities with checkpoint plans and segment elapsed times, providing an effective tool for race pacing, pace tables in SVG format, and post-race actual-versus-plan analyses.

What this skill does

• Converts input GPX/KML routes or recorded FIT tracks into consistent-effort pace charts.
• Generates SVG formatted pace tables for visual pacing support.
• Facilitates comparing actual FIT activities to planned checkpoints and segment times for post-race analysis.
• Uses an independent implementation inspired by 耐力学社's even-effort pacing approach.
• Resolves script paths relative to the skill’s directory, ensuring consistent execution regardless of user working directory.

Who it is for

• Developers using AI coding agents such as Claude Code, Cursor, and Codex.
• Race planners and trail running enthusiasts aiming to optimise pace strategies.
• Teams seeking to integrate AI-driven pacing support into their trail running applications.

Use cases

• Race planning teams can use the skill to create and compare consistent-effort pace charts for varied trail routes.
• Trail runners can leverage the tool to assess their activity against planned routes and checkpoints, facilitating performance reviews.
• Software developers can embed the SVG formatted pace tables into their applications to offer enhanced planning tools for runners.

Technical details

• Requires Python 3.10+ for processing GPX/KML routes; FIT routes require an optional dependency as specified in the configuration reference.
• Includes a script for generating pace charts (`scripts/pace_chart.py`) and one for activity comparison (`scripts/compare_activity.py`).
• Employs an approach of current explicit request over selected configuration and script defaults to allow for flexible user specifications.
• The skill preserves data integrity by omitting unspecified fields while maintaining valid zeros and `false` values.

Source & Licence

This package is built on open-source work published by yihouzenmeban (yihouzenmeban/trail-running-pace) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.