Adversarial propose-attack-measure analyst for algorithmic and code-design problems. Baseline proposal → attacker subagent produces concrete breaking input → challenger proposes a different approach that survives the attack → both candidates execute against a shared test harness → judge subagent decides or demands round two. Execution-backed validation by design.
