BlueSkyGTM/manifest-to-workspace — reverse-engineered prompt

I want you to build a command line project called Manifest to Workspace. The idea is an autonomous but careful pipeline that takes raw, located material, stores it in a vault, sorts it into usable items, kept but off seam items, and uncertain items that get benched for a human, then turns the approved material into a manifest and from that into a finished workspace deliverable.

Keep the whole thing file based and inspectable so the filesystem is the source of truth, every stage has a clear contract, nothing gets pulled into context until it is actually needed, and the run can stop and resume cleanly without losing its place. It should never guess when something is ambiguous, it should record why it stopped instead.

Make the orchestration live in repo files instead of being hidden in prompts, include at least one simple pilot to show the engine works in a real domain, and add clear setup, build, and dry run docs so someone can actually use it end to end. Look up current docs online if you need to.