Use when sourcing an existing skill has come up empty and a capability still needs filling, when a proven, repeatable workflow is worth capturing as a new reusable skill of its own, or when a recurring correction or re-recorded override looks like a defect in the shipped skill text rather than this repo's preference - to name it a library-defect candidate for the operator to carry upstream.