What problem does it solve? Agents that stop to ask "should I do X?" on every reversible decision stall the pipeline and turn the human into a bottleneck. This Skill defines an operating principle where agents make reasonable decisions, proceed, and let the human course-correct after the fact. ## Core Features & Use Cases - Proceed-then-present pattern: Do the work, show the result, and explain the reasoning instead of asking for permission first. - Clear action boundaries: Distinguishes reversible actions (write code, edit notes, split tasks) from irreversible ones (force-push, delete production data, send external messages) that still require confirmation. - Async supervision design: Structures workflows for review-after-the-fact so the human reviews plans, diffs, and changes on their own schedule. - Use Case: During an autonomous coding session, the agent refactors a module and fixes a noticed bug without pausing, presenting the diff for review afterward rather than blocking mid-task. ## Quick Start Apply the never-block-on-the-human principle so the agent proceeds on reversible work and only asks before irreversible actions.