AI Autopilot: Seamless Coding Loop with Claude & Codex

AI Autopilot: Seamless Coding Loop with Claude & Codex

AI Autopilot enables developers to streamline their code development cycles by automating the complete coding loop on a single, deliberate initiation. It handles task mapping, specification, plan creation bolstered by criticism, GitHub issue management, implementation in parallel worktrees, fresh-context review loops, and culminates with a single pull request supported by evidence. It executes tasks strictly as per its predefined charter, addressing uncertainties through parking and refraining from assumptions.

What this skill does

• Maps and specifies tasks within the coding loop.
• Develops a critic-hardened plan and translates it into GitHub issues under the label 'autopilot'.
• Creates and manages branches as `autopilot/ /*`, enabling parallel implementation across worktrees.
• Facilitates fresh-context review loops for iterative improvement.
• Generates a single pull request encompassing the work done and annotated evidence.
• Operates only upon explicit user invocation using commands: /autopilot <task> [--merge], resume, and status.

Who it is for

This skill is designed for developers and development teams utilizing AI agents like Claude Code, Cursor, and Codex, aiming to streamline their coding processes and enhance workflow efficiency while minimizing manual oversight.

Use cases

• Automating the coding loop in development projects for more efficient task management.
• Keeping team members on track with task specifications, issues, and branches consolidated under one PR.
• Enhancing quality assurance processes through automatic, critic-driven plan development and review loops.
• Facilitating seamless transitions in workflows through parked summaries of unresolved elements.

Technical details

• Integrated with GitHub for issue management and pull request handling.
• Employs fresh-context review loops for iterative testing and refinement.
• Utilizes commands for task invocation and status reporting: /autopilot <task> [--merge], resume, status.
• Ensures user oversight by requiring explicit consent through charter signing before execution.

Source & Licence

This package is built on open-source work published by duthaho (duthaho/skillhub) 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.