AutoPlan AI: Seamless CEO to DX Auto-Review Pipeline

AutoPlan AI: Seamless CEO to DX Auto-Review Pipeline

AutoPlan AI is an AI agent skill designed to automate the comprehensive review process for project plans from the CEO level through design, engineering, and developer experience (DX) assessments. This tool operates by deploying a sequence of auto-decisions across the review stages using six predetermined decision principles. It highlights critical taste decisions, including close approaches, borderline scope, and codex disagreements, before presenting them at a final approval stage.

What this skill does

• Executes a full pipeline of reviews with auto-decisions for CEO, design, engineering, and DX evaluations.
• Employs six decision principles to drive the review process.
• Surfaces key decision points like close approaches and scope issues at a final approval gate.
• Allows users to initiate a review with simple commands or voice triggers.
• Utilizes the VibeStack suite to ensure past learnings are effectively incorporated into the review process.

Who it is for

This skill is ideal for developers and teams using AI coding agents such as Claude Code, Cursor, or Codex, who seek to streamline their project plan review processes without engaging in numerous intermediate assessments.

Use cases

• A development team needing an efficient way to run comprehensive reviews on project plans without manual intervention.
• An engineering manager who wants to ensure consistent application of decision principles across all plan reviews.
• A product leader requiring a seamless method to highlight critical decision points for final approval.

Technical details

• Integrates with agent-skills to facilitate automated review processes.
• Operates with aiapplication capabilities for executing and managing reviews.
• Utilizes autoplan functionality to efficiently handle and process plan files.
• Requires the VibeStack environment for loading and applying learnings from historical data.
• Includes speech-to-text trigger capabilities for command initiation.

Source & Licence

This package is built on open-source work published by timurgaleev (timurgaleev/vibestack) 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.