autoresearch

You can validate research results using a stateful workflow loop that requires explicit validation evidence or prompt responses meeting set criteria to continue. This ensures deliverables meet specific quality standards before completion.

A stateful loop for research process management is a persistent mechanism that continuously validates research output until it passes a set validation. It ensures accuracy and completeness through explicit validator acceptance.

You choose validation modes based on your needs: script-based validation uses predefined scripts, while architect-led prompt-based validation uses prompts. Both generate structured completion artifacts upon meeting set criteria.

Yes, a persistent research loop is appropriate for bounded research deliverables requiring explicit validator acceptance. It continues the research process until validation evidence meets the specified quality criteria.

You need explicit validation evidence in a research workflow when working with bounded deliverables that require strict quality assurance. The stateful loop requires this evidence or prompt responses meeting set criteria to continue the process.