Autonomous audit-then-fix pipeline — scan the TMDL/TMSL model, auto-fix WARN-level issues (missing descriptions, stray control characters, unhidden key columns, missing display folders), validate integrity, and commit only if clean. Eliminates iterative manual debugging.