AI Autoresearch Agent: Automate Your Research Process

AI Autoresearch Agent: Automate Your Research Process

The 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.

What this skill does

• The user assigns a research goal or open question, allowing for exploration without a predefined approach.
• Engages an iterative loop comprising stages of research, hands-on experimentation, adversarial review, and distillation.
• Checks against predefined completion criteria to determine if further investigation is needed.
• Continues iterating through the loop until reaching one of five terminal states: answered, inconclusive, blocked, budget-exhausted, or cancelled.
• Utilizes independent experiment subtasks for code changes and measurement scripts, maintaining a clear separation from the main research track.
• Supports entry points through commands like `autoresearch`, initiating or resuming the research cycle.

Who it is for

• Developers and teams using AI coding agents such as Claude Code, Cursor, and Codex.
• Researchers seeking to streamline and automate the data gathering and analysis phase of their projects.
• Engineering teams aiming to implement iterative experimentation without manual oversight.

Use cases

• Automating hypothesis testing and validation for software development projects.
• Efficiently conducting research cycles without direct intervention, freeing up resources for other tasks.
• Integrating a structured research loop into AI development workflows for enhanced project management.

Technical details

• Compatible with AI agent tools like Claude Code, Cursor, and Codex.
• Uses agent-skills and aiapplication capabilities to conduct autonomous research loops.
• Public commands include `autoresearch` to initiate or resume research operations.

Source & Licence

This package is built on open-source work published by YSAA1 (YSAA1/harness-workflow) 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.