autoresearch

Automate research validation by running a stateful loop that checks deliverables against strict criteria. This process uses persistent native-hooks to maintain progress and supports script execution or prompt-based architecture validation.

A stateful validation loop is a persistent process that tracks research progress across multiple checks. It integrates with native system hooks to maintain state and validate deliverables continuously until evidence-driven criteria are met.

Yes, you can use prompt-based architecture validation instead of scripts. The system handles both execution methods, allowing you to provide user-provided prompts to validate research deliverables.

Start an automated research validation session by initiating the validation mode command. This launches the stateful process with persistent native-hooks to handle script or prompt-based validation for your deliverables.

Yes, research automation is applicable in scenarios requiring evidence-driven validation. It maintains persistent state through native-hooks to ensure complex analysis and reports meet strict validation criteria.

Use a persistent native-hook process for script validation when your research workflow requires maintaining state across multiple validation checks. This ensures robustness and continuous progress tracking for complex deliverables.