using-humanities-superpowers

To diagnose a humanities research workflow, classify the task into stages like question formation, source work, interpretation, or revision. This identifies the smallest valid next action while preserving provenance and handling any unresolved scholarly decisions.

Handling rollback when a research workflow gate fails requires routing the task back to the previous valid state. This prevents pretending unfinished work is submission-ready and stops fabrication or ethics shortcuts by flagging missing prerequisites.

Yes, you can use workflow orchestration to resume interrupted humanities research sessions. It selects and sequences the minimum needed skills, supports resuming work, and maintains explicit visibility for any unresolved scholarly decisions during the process.

To verify if a manuscript draft is submission-ready, route the task through relevant submission checks and verification steps. This process surfaces unresolved risks, ensures gate-aware sequencing, and stops reviewer-response shortcuts before final submission.

You should request a researcher decision during source verification when the workflow encounters missing prerequisites or unresolved scholarly decisions. Flagging these issues halts fabrication and privacy shortcuts, ensuring provenance preservation before proceeding.