autoresearch

Automate continuous research by configuring a stateful loop that continuously nudges the process forward until explicit validation evidence passes artifact-gated completion criteria. This reduces manual oversight by persistently checking research outcomes against defined validators.

Artifact-gated completion ensures a research loop finishes only when validated outcomes are present. It requires explicit validation evidence from either an external script or prompt-based validator before allowing the continuous research process to successfully complete.

Set up script-based validation by defining your mission and validator script using the `deep-interview --autoresearch` command, then run `autoresearch`. The stateful loop uses this external validator script to validate artifacts and trigger completion.

Yes, research automation supports both script-based and prompt-based validation methods. This validation mode choice provides flexibility, allowing you to choose between executing an external validator script or using prompt-based criteria to gate artifact completion.

Use a persistent research loop for long-term research projects requiring continuous refinement and validation. It is ideal when you need automated nudging and stateful validation to ensure quality outcomes without manual intervention.

You need an external validator script or prompt and a persistent state management system to run a stateful research automation loop. These dependencies are required to enforce artifact-gated completion and continuous validation.