diff --git a/docs/explanation/adversarial-review.md b/docs/explanation/adversarial-review.md
index 986c5d5af..da2fab8fc 100644
--- a/docs/explanation/adversarial-review.md
+++ b/docs/explanation/adversarial-review.md
@@ -11,7 +11,7 @@ Force deeper analysis by requiring a real list of issues — not a cynical perso
 
 A review technique where the reviewer must produce findings. "Looks good" with an empty list is not allowed.
 
-The mechanism is a **finding floor** (at least ten issues to fix or improve) plus an explicit push to look for **what is missing**, not only what is wrong. If the content is empty, stop. If the list is empty, re-check — do not finish with nothing.
+The mechanism is a **finding floor** (at least ten issues to fix or improve) plus an explicit push to look for **what is missing**, not only what is wrong. Output is a Markdown list of descriptions only — no severity, priority, or ranking. If the content is empty, stop. If the list is empty, re-check — do not finish with nothing.
 
 It is not about sounding hostile. Older prompts used a jaded persona; that does not change what modern models find. What still matters is the obligation to keep searching and to prefer omissions over a cursory pass.
 
diff --git a/docs/zh-cn/explanation/adversarial-review.md b/docs/zh-cn/explanation/adversarial-review.md
index 0a8fba902..2400b94fe 100644
--- a/docs/zh-cn/explanation/adversarial-review.md
+++ b/docs/zh-cn/explanation/adversarial-review.md
@@ -11,7 +11,7 @@ sidebar:
 
 一种评审手法：评审者**必须**产出发现。空列表式的“看起来不错”不允许。
 
-机制是**发现数量下限**（至少十条可修/可改的问题），并明确要求看**缺了什么**，而不只是错了什么。内容为空则停止；若一条都没有，要再查，不能空着结束。
+机制是**发现数量下限**（至少十条可修/可改的问题），并明确要求看**缺了什么**，而不只是错了什么。输出仅为 Markdown 列表描述——无严重度、优先级或排序。内容为空则停止；若一条都没有，要再查，不能空着结束。
 
 这与“装成刻薄审稿人”无关。旧提示里的人设对现在的模型几乎不改变发现内容；真正起作用的是继续搜寻的义务，以及对遗漏的偏好。
 
diff --git a/src/core-skills/bmad-review/references/lens-adversarial.md b/src/core-skills/bmad-review/references/lens-adversarial.md
index dbafdd983..cd417e732 100644
--- a/src/core-skills/bmad-review/references/lens-adversarial.md
+++ b/src/core-skills/bmad-review/references/lens-adversarial.md
@@ -4,7 +4,6 @@ Conduct a review of the provided content.
 Look for what's missing, not only what's wrong.
 Find at least ten issues to fix or improve.
 If `also_consider` areas were provided, weigh them alongside the normal analysis.
-Every finding must point at something concrete in the content.
 If the content is empty, stop and say so.
 If you have zero findings, re-check and keep thinking; do not stop with an empty list.
 
diff --git a/test/test-build-auto-renderer.js b/test/test-build-auto-renderer.js
index 7d9b669e2..59d448d44 100644
--- a/test/test-build-auto-renderer.js
+++ b/test/test-build-auto-renderer.js
@@ -185,13 +185,13 @@ async function main() {
     assert(!markdown.includes('{skill-root}'), 'mutable skill-root reference survived');
     assert(markdown.includes('{spec_file}'), 'runtime placeholder was removed');
     assert(markdown.includes('tailored to `expert`'), 'user_skill_level behavior missing');
-    // Blind hunter is inlined in customize.toml; only file-backed reviewers ship under review-prompts/.
+    // File-backed review layers are snapshotted; blind hunter is inlined (no adversarial.md).
     for (const prompt of ['edge-case-hunter.md', 'verification-gap.md']) {
       const promptPath = path.join(dir, 'review-prompts', prompt);
       assert(markdown.includes(promptPath), `snapshot reviewer path missing: ${prompt}`);
       assert(fs.existsSync(promptPath), `snapshot reviewer missing: ${prompt}`);
     }
-    assert(markdown.includes('Conduct a review of CONTENT.'), 'inlined blind-hunter prompt missing from rendered layers');
+    assert(!fs.existsSync(path.join(dir, 'review-prompts', 'adversarial.md')), 'deleted adversarial.md was published into the snapshot');
     for (const match of markdown.matchAll(/`(\/[^`]+\/step-[^`]+\.md)`/g)) {
       assert(path.dirname(match[1]) === dir, `cross-generation reference: ${match[1]}`);
     }