AI Autoconsultant: Optimize Code with Expert Workflow

AI Autoconsultant: Optimize Code with Expert Workflow

The AI Autoconsultant skill provides an approval-gated workflow to facilitate complex code optimization tasks. It seamlessly integrates expert consultation with adversarial plan reviews, preparing independently approved instructions for both optimizers and evaluators. This process ensures a consistent and reliable handoff to a new AI agent implementation.

What this skill does

• Initiates on requests combining consultation, plan approval, Automake setup, or evaluator-optimizer instructions.
• Manages the approval process for code change proposals with a persistent Consultant consultation.
• Conducts adversarial plan reviews and prepares approved instructions for code optimization.
• Supports explicit triggers through the `/autoconsultant` command.
• Enforces session-wide Consultant Question sequences without prematurely invoking `AskUserQuestion`.
• Presents options for Optimizer approval questions using Automake's source of truth.

Who it is for

This skill is designed for developers and teams using AI coding agents such as Claude Code, Cursor, and Codex. It benefits those who require rigorous workflow management for code optimization, particularly within ambiguous or complex repository changes.

Use cases

• Development teams needing structured consultation and plan review for code changes.
• Projects involving frequent context switching and requiring consistent workflow handoff.
• Scenarios where maintaining explicit plan references and resolving ratchet limits are crucial.

Technical details

• Works with agent-skills for specialized coding tasks.
• Integrates with AI applications like Automake and Consultant skills.
• Triggers through specific prompts and commands within coding workflows.

Source & Licence

This package is built on open-source work published by eliasstravik (eliasstravik/skills) 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.