bk-approve

To add human approval steps to an AI workflow, you need a mechanism that pauses execution for manual validation. This skill facilitates HITL reviews by managing pending steps and collecting user decisions to ensure safe progression.

HITL workflow management in AI is the process of pausing automated tasks for human intervention and validation. It handles gate questions and reviews, ensuring users can verify outputs before the workflow resumes safely.

You can pause an AI agent workflow for manual review by implementing step control commands that intercept execution. This skill inspects pending steps and prompts user decisions to approve or request edits before resuming.

Yes, you can resume an AI workflow after a human rejection without restarting. The skill manages user decisions to request edits, allowing the process to continue from the gate step without manual reinitialization.

Workflow management with step control does not require specific external dependencies. The skill operates independently to inspect steps, collect decisions, and manage workflow progression using internal scripts and references.

You should use human-in-the-loop gate questions in AI pipelines when outputs require manual validation before proceeding. This is critical during large AI tasks where verifying results prevents errors and ensures user oversight.