Master AI Hockey Analytics: Claude & MCP Skill Set

Master AI Hockey Analytics: Claude & MCP Skill Set

The Master AI Hockey Analytics skill set is designed to assist users in effectively utilizing Claude and MCP tools for comprehensive hockey analytics. It facilitates exploratory analysis, hypothesis testing, model iteration, and report generation in the context of AI-supported sports workflows.

What this skill does

• Guides users on structuring analysis sessions involving team or player performance.
• Teaches systematic hypothesis testing methods for sports data.
• Assists in improving predictive models through iterative refinement.
• Supports the generation of detailed performance reports.
• Educates users on structuring queries using PuckAPI skills, rather than direct data querying.

Who it is for

Designed for developers and analytical teams familiar with AI coding agents (Claude Code, Cursor, Codex), this skill set is ideal for professionals seeking to employ AI to enhance sports analytics, particularly within hockey domains.

Use cases

• Structuring analytical sessions for comprehensive understanding of player or team dynamics.
• Testing various hypotheses about performance trends and anomalies in hockey data.
• Working with iterative model improvements to refine predictions and insights.
• Crafting detailed analytical reports that reflect data-driven evaluations.

Technical details

• Utilizes the PuckAPI tool (`puckapi-tool`) as the default data interface.
• Requires skill setup for query structuring, with credit costs varying by query type.
• Knowledge sharing through `prompt-patterns.md` for practical skill application.
• Integrates AI skills such as ai-application, and ai-hockey-workflow for optimal performance.

Source & Licence

This package is built on open-source work published by PuckAPI (PuckAPI/claude-sports-analytics) 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.