Purpose

Explain the selected method completely without re-authoring why the human chose it.

Preconditions

• rigor_profile is submission or writer handoff is explicitly requested.
• Human method choice and result verdicts are recorded in qx_decisions.jsonl.
• Approved code ran and final result/robustness evidence exists.

Sources

Use: