Optimize AI Code Efficiency with Ponytail Gain Scoreboard

Optimize AI Code Efficiency with Ponytail Gain Scoreboard

The Ponytail Gain Scoreboard skill provides developers with a concise display of benchmarked efficiency metrics across different AI models and tasks. It showcases the impact of using Ponytail on code length, cost, and execution speed in an easy-to-understand scoreboard format.

What this skill does

• Displays an ASCII scoreboard measuring the impact of Ponytail across three AI models: Haiku, Sonnet, and Opus.
• Shows the median results of five tasks: email validator, debounce, CSV sum, countdown timer, and rate limiter.
• Highlights gains in terms of reduced code lines, lower cost, and increased execution speed.
• Presents data in a one-shot, immutable manner, ensuring no changes or persistent storage in active repos.
• Directs users to specific repositories for additional insights into code efficiencies and potential optimizations.

Who it is for

• Developers using AI coding agents like Claude Code, Cursor, and Codex.
• Engineering teams interested in optimizing code performance and cost efficiency.
• Technical leads and project managers evaluating AI agent efficacy across multiple projects.

Use cases

• Evaluating AI agent efficiency during development sprints.
• Identifying opportunities to reduce coding expenses and improve execution speeds.
• Supporting decision-making in code architecture by providing a clear impact assessment.

Technical details

• Works seamlessly with AI agent skills such as Claude Code, Cursor, and Codex.
• Utilizes static benchmark data sourced from the `benchmarks/` directory and README documentation.
• Operates as a one-shot display tool, maintaining the original state of the active environment.
• Offers plain ASCII bar visualizations for simplicity and clarity.

Source & Licence

This package is built on open-source work published by DietrichGebert (DietrichGebert/ponytail) 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.