auto-review-loop-minimax

To automate research review loops, trigger the process and the system will iteratively review, implement fixes, and re-review your work using the MiniMax API until a positive assessment is reached or the maximum rounds are met.

Yes, you need MiniMax API access to run automated research review loops, as the external review and feedback retrieval depend entirely on connecting to the MiniMax API service.

Yes, you can retrieve feedback using curl, as the automated review process supports both MCP Tool and curl methods for fetching assessments from the MiniMax API.

State persistence saves and recovers your progress across long-running review loops, ensuring continuity and preventing data loss if the automated research review process is interrupted.

When the maximum number of rounds is reached, the automated review loop terminates, regardless of whether a positive assessment has been given for the research work.

Yes, the automated workflow provides comprehensive documentation for each review round, recording assessments, actions taken, and results to track the iterative research improvement process.