输出的机械审计层（开源）

MindSearch 把研究流程拆成图式检索，最终产出仍是报告。我们做了出口审计层（覆盖率算术、分簇加总验算、引用核验），零依赖可直接挂 pipeline：github.com/chenhz01/adversarial-research-audit。回「想看」发样例；不相关请忽略。

The issue points only to the external repository github.com/chenhz01/adversarial-research-audit and does not name any MindSearch files, tests, or entry points. Start by reviewing that repository and the MindSearch pipeline to determine whether an integration is intended; the issue needs a defined integration point and acceptance criteria before work can be considered done.

Written by the indexing model from the issue text.