Redacted excerpt; full evidence withheld. $ cd && pwd && ls -la && git status 2>&1 | head -3; id -u; python3 --version; cat README.md 2>/dev/null | head -150 exit: 0 | schemagate, average | reduction | |---|---:|---:|---:|---:| | Commerce | 42 | 2,483 tokens | 604 | 76% | | Clinical claims | 27 | 1,568 | 543 | 65% | | Claims warehouse (star) | 51 | 3,312 | 880 | 73% | | Bank ledger and trading | 39 | 2,255 | 637 | 72% | | IoT telemetry | 40 | 2,125 | 448 | 79% | | Hostile (4 schemas, copies of everything) | 260 | 16,095 | 444 | **97%** | The last row is the one that matters: the selection stays around six tables [excerpt truncated]