{"product_id":"ai-autoresearch-agent-automate-your-research-process","title":"AI Autoresearch Agent: Automate Your Research Process","description":"\u003ch3\u003eAI Autoresearch Agent: Automate Your Research Process\u003c\/h3\u003e\n\n\u003cp\u003eThe AI Autoresearch Agent is a specialized skill designed to automate research processes by employing a repeated cycle of investigation, experimentation, adversarial review, and distillation. This skill operates autonomously based on a goal or open question provided by the user, optimizing research efficiency through systematic data collection and analysis.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eThe user assigns a research goal or open question, allowing for exploration without a predefined approach.\u003c\/li\u003e\n  \u003cli\u003eEngages an iterative loop comprising stages of research, hands-on experimentation, adversarial review, and distillation.\u003c\/li\u003e\n  \u003cli\u003eChecks against predefined completion criteria to determine if further investigation is needed.\u003c\/li\u003e\n  \u003cli\u003eContinues iterating through the loop until reaching one of five terminal states: answered, inconclusive, blocked, budget-exhausted, or cancelled.\u003c\/li\u003e\n  \u003cli\u003eUtilizes independent experiment subtasks for code changes and measurement scripts, maintaining a clear separation from the main research track.\u003c\/li\u003e\n  \u003cli\u003eSupports entry points through commands like `autoresearch`, initiating or resuming the research cycle.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDevelopers and teams using AI coding agents such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eResearchers seeking to streamline and automate the data gathering and analysis phase of their projects.\u003c\/li\u003e\n  \u003cli\u003eEngineering teams aiming to implement iterative experimentation without manual oversight.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eAutomating hypothesis testing and validation for software development projects.\u003c\/li\u003e\n  \u003cli\u003eEfficiently conducting research cycles without direct intervention, freeing up resources for other tasks.\u003c\/li\u003e\n  \u003cli\u003eIntegrating a structured research loop into AI development workflows for enhanced project management.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eCompatible with AI agent tools like Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eUses agent-skills and aiapplication capabilities to conduct autonomous research loops.\u003c\/li\u003e\n  \u003cli\u003ePublic commands include `autoresearch` to initiate or resume research operations.\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\u003eYSAA1\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/YSAA1\/harness-workflow\" rel=\"nofollow noopener\" target=\"_blank\"\u003eYSAA1\/harness-workflow\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":53042462294327,"sku":"MCP-YSAA1-HARNESS-WORKFLOW-AUTORESEARCH","price":61.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/heMY-Rm9amR3RquWCdUmi_46a4307c4b284dfb968e99636f46a089.jpg?v=1790248003","url":"https:\/\/mcpcart.com\/products\/ai-autoresearch-agent-automate-your-research-process","provider":"SPF PRO","version":"1.0","type":"link"}