Definition
A method for training a Markdown skill document that an AI uses as a reference manual.
A self-evolving skill optimization framework borrowing neural-net training discipline — bounded edits, validation gate, rejected-edit buffer, slow updates at epoch boundaries, and optimizer meta-notebook — to produce compact, transferable skill documents.