Debug Loop Autonomous hypothesis-driven debugging against real data. No guessing, no simulating. Arguments - — Description of the bug or unexpected behavior. If omitted, prompt the user. Phases Phase 1 — Reproduce Run the exact command that shows the bug. Capture and display the REAL output. Confirm the bug is visible. If the bug cannot be reproduced, stop and explain what was tried. Phase 2 — Hypothesize and Test (up to 5 iterations) For each iteration: 1. State a specific hypothesis (e.g., "the query targets v2 tables but data is in v3 tables") 2. Run a REAL command to test it (e.g., then )…