Optimize AI Agents with Harness Audit for Claude & Codex

Optimize AI Agents with Harness Audit for Claude & Codex

This AI agent skill audits and restructures a project's AI agent harness files, ensuring each agent session begins with a concise, stable map while finding additional resources on demand. It installs necessary guardrails for consistent performance. Enhanced speed and consistency are prioritized over token usage.

What this skill does

• The diagnose command sets up an initial interview, inventories the harness, and generates reports with a baseline, scorecard, and change plan.
• The apply command executes an approved plan, installing a maintenance layer on a new Git branch.
• The verify command re-measures the project, locks budgets, and generates a final report.
• The check command performs a fast maintenance lint for periodic reviews without writing changes.

Who it is for

This skill is designed for developers and development teams utilizing Claude Code, Cursor, or Codex AI agents. It benefits those managing complex AI agent harnesses, seeking to streamline processes and maintain long-term efficiency.

Use cases

• Regularly auditing and restructuring AI agent harness documentation to prevent instruction bloat and to improve adherence to project goals.
• Implementing and verifying consistent strategies and guardrails in AI agent projects to ensure optimized operation over time.
• Conducting fast, periodic maintenance checks to sustain operational stability.
• Developing robust AI applications by maintaining a streamlined structure for agent sessions.

Technical details

• The skill uses agent-skills, aiapplication, and harness-audit capabilities.
• Compatible with Claude Code, Codex, and Cursor, with support for Antigravity CLI and optional integration with Obsidian.
• Utilizes Python for script execution and git for version control management.

Source & Licence

This package is built on open-source work published by fabianmartinelli-fm (fabianmartinelli-fm/harness-audit) 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.