Optimize AI: Run-Eval Skill for Claude & Codex Agents
Optimize AI: Run-Eval Skill for Claude & Codex Agents
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Optimize AI: Run-Eval Skill for Claude & Codex Agents
Optimize AI: Run-Eval Skill for Claude & Codex Agents
The Optimize AI: Run-Eval Skill for Claude & Codex Agents facilitates the evaluation of AI models by running pre-defined evaluation sets and scoring their results on arm servers. It is designed for AI coding agents such as Claude Code, Cursor, and Codex to assist in the performance assessment and comparison of different models or arms.
What this skill does
- Runs the evaluation set found in evals/questions.json against specified arm servers.
- Scores the results to help determine the effectiveness and accuracy of the models.
- Ensures that the necessary MCP TOOLS, including
mcp__eval-__get_building_profile, are properly connected before initiating evaluations. - Reports comparisons of different arms or models using the building-profile eval tool.
- Works within sessions to detect and adopt newly available agents while ensuring they are equipped with the required tools to perform evaluations.
Who it is for
This skill benefits developers and software teams that utilise AI coding agents like Claude Code, Cursor, and Codex. It is particularly useful for those involved in AI model development, testing, and evaluation.
Use cases
- AI development teams assessing the performance of new AI models by running standardized evaluation sets.
- Developers in need of a reliable method to compare the efficiency of different AI models under similar conditions.
- Research units that require the reproduction of performance metrics for presentations or reports.
Technical details
- Utilizes agent-skills, aiapplication, and run-eval tools within specified AI coding platforms.
- Requires connection to MCP TOOLS and confirmation of availability in the session configuration.
- Compatible with Claude Code, Cursor, and Codex AI coding agents, integrating into existing workflows with ease.
Source & Licence
This package is built on open-source work published by DaveGold (DaveGold/mcp-metadata-demo) 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.
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