Workflow

1. Inspect target code extensions and the implementation target in qx_code_plan.md.
2. Route .py work to python-code-reviewer.
3. Route .m work to matlab-code-reviewer.
4. If both languages are intentionally present, review each separately.
5. If the language or target is ambiguous, report the exact conflict.

Review Contract

New reviews write JSON and evaluate these named checks:

• syntax
• input_contract
• method_alignment
• reproducibility
• output_contract

Additional checks are allowed when risk-driven. A review passes when all required applicable checks pass; no arbitrary bullet count is used.