Master AI Development with Autodev: Bug Fixes & Optimization

Master AI Development with Autodev: Bug Fixes & Optimization

The Autodev skill is designed to streamline feature development, bug fixes, and performance optimization by enhancing collaboration between developers and AI coding agents like Claude Code, Cursor, and Codex. It aligns users on specific targets such as blueprints, passing test sets, or benchmark thresholds. This helps reduce misunderstandings and improve project delivery quality by providing verifiable, measurable, and visible results.

What this skill does

• Clarify - Initiates the process by aligning the developer and AI agent on a defined target. For feature development, this means creating as-is diagrams and drafting an editable blueprint. Bug fixes require preparing runnable tests and recording baselines, while performance optimization involves preparing benchmarks and setting numeric thresholds.
• Loop - Iterative implementation inside a judged loop ensures the work aligns with the agreed-upon target.
• Handoff - Concludes the workflow by delivering as-built diagrams, passing test sets, or progress charts, enabling developers to understand and take over the project effectively.

Who it is for

• Developers working with AI coding agents such as Claude Code, Cursor, and Codex.
• Development teams focusing on improving project delivery quality, stability, and efficiency.
• Project managers aiming to reduce natural-language misunderstandings and rework during AI-assisted software development.

Use cases

• Enhancing feature development by creating clear architectural blueprints before implementation.
• Streamlining bug fixes through the creation and validation of comprehensive test sets.
• Optimizing performance by setting and achieving realistic benchmark scores.

Technical details

• Functions with AI coding agents including Claude Code, Cursor, and Codex.
• Incorporates a clarify-first approach for setting precise development targets.
• Provides measurable and verifiable deliverables that enable seamless project handoffs.

Source & Licence

This package is built on open-source work published by Momoyeyu (Momoyeyu/autodev) 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.