{"product_id":"ai-autoconsultant-optimize-code-with-expert-workflow","title":"AI Autoconsultant: Optimize Code with Expert Workflow","description":"\u003ch3\u003eAI Autoconsultant: Optimize Code with Expert Workflow\u003c\/h3\u003e\n\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eInitiates on requests combining consultation, plan approval, Automake setup, or evaluator-optimizer instructions.\u003c\/li\u003e\n    \u003cli\u003eManages the approval process for code change proposals with a persistent Consultant consultation.\u003c\/li\u003e\n    \u003cli\u003eConducts adversarial plan reviews and prepares approved instructions for code optimization.\u003c\/li\u003e\n    \u003cli\u003eSupports explicit triggers through the `\/autoconsultant` command.\u003c\/li\u003e\n    \u003cli\u003eEnforces session-wide Consultant Question sequences without prematurely invoking `AskUserQuestion`.\u003c\/li\u003e\n    \u003cli\u003ePresents options for Optimizer approval questions using Automake's source of truth.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eDevelopment teams needing structured consultation and plan review for code changes.\u003c\/li\u003e\n    \u003cli\u003eProjects involving frequent context switching and requiring consistent workflow handoff.\u003c\/li\u003e\n    \u003cli\u003eScenarios where maintaining explicit plan references and resolving ratchet limits are crucial.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n    \u003cli\u003eWorks with agent-skills for specialized coding tasks.\u003c\/li\u003e\n    \u003cli\u003eIntegrates with AI applications like Automake and Consultant skills.\u003c\/li\u003e\n    \u003cli\u003eTriggers through specific prompts and commands within coding workflows.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eeliasstravik\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/eliasstravik\/skills\" rel=\"nofollow noopener\" target=\"_blank\"\u003eeliasstravik\/skills\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52894747132215,"sku":"MCP-ELIASSTRAVIK-SKILLS-AUTOCONSULTANT","price":20.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/vZBJV7wDmhAOC1dv57HKH_aef6b8afd89f40be837235614c87314a.jpg?v=1787656431","url":"https:\/\/mcpcart.com\/products\/ai-autoconsultant-optimize-code-with-expert-workflow","provider":"SPF PRO","version":"1.0","type":"link"}