diff --git a/.dockerignore b/.dockerignore
index 7da7097..557f4ea 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -6,4 +6,5 @@
 **/*.pyc
 **/*.tsbuildinfo
 .artifacts
+apps/docs/public/figures/**/*.webp
 .env*
diff --git a/.gitignore b/.gitignore
index 53e450f..785350d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,3 +11,6 @@ __pycache__/
 !.env.example
 
 .artifacts/
+
+# Browser raster derivatives are generated on the confirmed remote runner.
+/apps/docs/public/figures/**/*.webp
diff --git a/apps/docs/public/figures/endor-review-gate.webp b/apps/docs/public/figures/endor-review-gate.webp
deleted file mode 100644
index f89eb16..0000000
Binary files a/apps/docs/public/figures/endor-review-gate.webp and /dev/null differ
diff --git a/apps/docs/scripts/auth-cli.ts b/apps/docs/scripts/auth-cli.ts
index f327d05..de914bd 100644
--- a/apps/docs/scripts/auth-cli.ts
+++ b/apps/docs/scripts/auth-cli.ts
@@ -142,6 +142,7 @@ async function main() {
     "/docs/00-endor-concepts-draft",
     "/figures/endor-architecture.svg",
     "/figures/endor-review-gate.webp",
+    "/figures/endor-review-desk.webp",
     "/docs/pretext/01-chapter",
     "/materials/pretext/verify.cjs",
     "/materials/pretext/results.chrome156.json",
@@ -200,15 +201,26 @@ async function main() {
     2,
     "The comic preview and lightbox must use WebP",
   );
-  assert.ok(!purpose.includes("endor-review-gate.png"));
-  const comic = await request("/figures/endor-review-gate.webp", { headers });
-  assert.equal(comic.status, 200);
-  assert.match(comic.headers.get("content-type") || "", /image\/webp/);
-  assert.deepEqual(
-    Buffer.from(await comic.arrayBuffer()),
-    readFileSync(join(__dirname, "public/figures/endor-review-gate.webp")),
+  assert.ok(purpose.includes('aria-label="上一张图片"'));
+  assert.ok(purpose.includes('aria-label="下一张图片"'));
+  assert.ok(purpose.includes('aria-label="显示第 1 张图片" aria-current="true"'));
+  assert.ok(purpose.includes('aria-label="显示第 2 张图片"'));
+  assert.equal(
+    [...purpose.matchAll(/<img\b[^>]*\bsrc="\/figures\/endor-review-desk\.webp"/g)].length,
+    0,
+    "The second slide should not download until selected",
   );
-  assert.equal((await request("/figures/endor-review-gate.png", { headers })).status, 404);
+  for (const name of ["endor-review-gate", "endor-review-desk"]) {
+    assert.ok(!purpose.includes(`/figures/${name}.png`));
+    const comic = await request(`/figures/${name}.webp`, { headers });
+    assert.equal(comic.status, 200);
+    assert.match(comic.headers.get("content-type") || "", /image\/webp/);
+    assert.deepEqual(
+      Buffer.from(await comic.arrayBuffer()),
+      readFileSync(join(__dirname, `public/figures/${name}.webp`)),
+    );
+    assert.equal((await request(`/figures/${name}.png`, { headers })).status, 404);
+  }
   const assets = new Set(
     [...home.matchAll(/(?:src|href)="(\/_next\/static\/[^" ]+)"/g)].map((m) =>
       m[1].replaceAll("&amp;", "&"),
diff --git a/apps/docs/scripts/build-doc-images.mjs b/apps/docs/scripts/build-doc-images.mjs
index bde6b4a..8989bf7 100644
--- a/apps/docs/scripts/build-doc-images.mjs
+++ b/apps/docs/scripts/build-doc-images.mjs
@@ -52,8 +52,8 @@ for (const source of await files(sources)) {
     throw new Error(`${relative}: ${encoded.length} bytes exceeds the ${policy.maxBytes}-byte image budget.`);
   }
   if (check) {
-    const committed = await readFile(destination);
-    if (!encoded.equals(committed)) throw new Error(`${relative} is stale. Run pnpm --filter @endor/docs images and commit the output.`);
+    const generated = await readFile(destination);
+    if (!encoded.equals(generated)) throw new Error(`${relative} is stale. Regenerate browser images on the confirmed remote runner.`);
   } else {
     await mkdir(path.dirname(destination), { recursive: true });
     await writeFile(destination, encoded);
diff --git a/apps/docs/src/components/FigureGallery.tsx b/apps/docs/src/components/FigureGallery.tsx
new file mode 100644
index 0000000..6fad60a
--- /dev/null
+++ b/apps/docs/src/components/FigureGallery.tsx
@@ -0,0 +1,66 @@
+import { useId, useState } from "react";
+import { ArchitectureFigure } from "./ArchitectureFigure";
+
+type Slide = { source: string; alt: string };
+
+export function FigureGallery({ slides }: { slides: Slide[] }) {
+  const [active, setActive] = useState(0);
+  const viewport = useId();
+  const slide = slides[active];
+  if (!slide) return null;
+
+  function move(offset: number) {
+    setActive((current) => (current + offset + slides.length) % slides.length);
+  }
+
+  return (
+    <section
+      className="figure-gallery"
+      role="region"
+      aria-roledescription="轮播"
+      aria-label="文档配图"
+      onKeyDown={(event) => {
+        if ((event.target as HTMLElement).closest("dialog")) return;
+        if (event.key === "ArrowLeft" || event.key === "ArrowRight") {
+          event.preventDefault();
+          move(event.key === "ArrowLeft" ? -1 : 1);
+        }
+      }}
+    >
+      <div
+        id={viewport}
+        role="group"
+        aria-roledescription="幻灯片"
+        aria-label={`第 ${active + 1} 张，共 ${slides.length} 张`}
+      >
+        <ArchitectureFigure key={slide.source} source={slide.source} alt={slide.alt} />
+      </div>
+      <div className="figure-gallery-controls">
+        <button type="button" className="figure-gallery-arrow" aria-label="上一张图片" aria-controls={viewport} onClick={() => move(-1)}>
+          <span aria-hidden="true">‹</span>
+        </button>
+        <div className="figure-gallery-dots" role="group" aria-label="选择图片">
+          {slides.map((item, index) => (
+            <button
+              key={item.source}
+              type="button"
+              className="figure-gallery-dot"
+              aria-label={`显示第 ${index + 1} 张图片`}
+              aria-current={index === active ? "true" : undefined}
+              aria-controls={viewport}
+              onClick={() => setActive(index)}
+            >
+              <span aria-hidden="true" />
+            </button>
+          ))}
+        </div>
+        <button type="button" className="figure-gallery-arrow" aria-label="下一张图片" aria-controls={viewport} onClick={() => move(1)}>
+          <span aria-hidden="true">›</span>
+        </button>
+      </div>
+      <p className="sr-only" role="status" aria-live="polite" aria-atomic="true">
+        第 {active + 1} 张，共 {slides.length} 张：{slide.alt}
+      </p>
+    </section>
+  );
+}
diff --git a/apps/docs/src/pages/docs/[...slug].tsx b/apps/docs/src/pages/docs/[...slug].tsx
index c92dd88..b4f7207 100644
--- a/apps/docs/src/pages/docs/[...slug].tsx
+++ b/apps/docs/src/pages/docs/[...slug].tsx
@@ -17,6 +17,7 @@ import remarkGfm from "remark-gfm";
 import { listDocs, readDoc, type Doc, type DocLink } from "@/lib/docs";
 import { Shell, Navigation } from "@/components/Shell";
 import { ArchitectureFigure } from "@/components/ArchitectureFigure";
+import { FigureGallery } from "@/components/FigureGallery";
 import { CodeBlock } from "@/components/CodeBlock";
 import { collectionEntries, collectionLabel } from "@/lib/collections";
 import { Icon } from "@/components/Icon";
@@ -102,15 +103,30 @@ export default function DocPage({
               <ReactMarkdown
                 remarkPlugins={[remarkGfm]}
                 components={{
-                  p: ({ children, node }) =>
-                    node?.children.some(
+                  p: ({ children, node }) => {
+                    const slides = node?.children.flatMap((child) =>
+                      child.type === "element" && child.tagName === "img" &&
+                      typeof child.properties.src === "string" &&
+                      child.properties.src.startsWith("/figures/endor-")
+                        ? [{ source: child.properties.src, alt: String(child.properties.alt ?? "") }]
+                        : [],
+                    ) ?? [];
+                    const onlyImages = node?.children.every((child) =>
+                      (child.type === "element" && child.tagName === "img" &&
+                        typeof child.properties.src === "string" &&
+                        child.properties.src.startsWith("/figures/endor-")) ||
+                      (child.type === "text" && child.value.trim() === ""),
+                    );
+                    if (slides.length > 1 && onlyImages) return <FigureGallery slides={slides} />;
+                    return node?.children.some(
                       (child) =>
                         child.type === "element" && child.tagName === "img",
                     ) ? (
                       <div>{children}</div>
                     ) : (
                       <p>{children}</p>
-                    ),
+                    );
+                  },
                   img: ({ src, alt }) =>
                     typeof src === "string" && src.startsWith("/figures/endor-") ? (
                       <ArchitectureFigure source={src} alt={alt ?? "Endor 架构图"} />
diff --git a/apps/docs/src/styles/globals.css b/apps/docs/src/styles/globals.css
index 8c7971f..7f165ba 100644
--- a/apps/docs/src/styles/globals.css
+++ b/apps/docs/src/styles/globals.css
@@ -882,6 +882,57 @@ button {
   border-radius: 0;
   background: transparent;
 }
+.figure-gallery {
+  margin: 28px 0;
+}
+.figure-gallery .architecture-preview {
+  margin: 0;
+}
+.figure-gallery-controls,
+.figure-gallery-dots {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+}
+.figure-gallery-controls {
+  gap: 20px;
+  margin-top: 12px;
+}
+.figure-gallery-arrow,
+.figure-gallery-dot {
+  display: grid;
+  place-items: center;
+  min-width: 36px;
+  min-height: 36px;
+  padding: 0;
+  border: 0;
+  border-radius: 50%;
+  color: #57534e;
+  background: transparent;
+  cursor: pointer;
+}
+.figure-gallery-arrow {
+  font-size: 28px;
+  line-height: 1;
+}
+.figure-gallery-dot span {
+  width: 7px;
+  height: 7px;
+  border-radius: 50%;
+  background: #d6d3d1;
+}
+.figure-gallery-dot[aria-current="true"] span {
+  background: #2563eb;
+}
+.figure-gallery-arrow:hover,
+.figure-gallery-dot:hover {
+  background: #f5f5f4;
+}
+.figure-gallery-arrow:focus-visible,
+.figure-gallery-dot:focus-visible {
+  outline: 2px solid #2563eb;
+  outline-offset: 2px;
+}
 .image-lightbox {
   width: 100vw;
   height: 100dvh;
diff --git a/content/docs/03-figures.md b/content/docs/03-figures.md
index bafedde..29739ee 100644
--- a/content/docs/03-figures.md
+++ b/content/docs/03-figures.md
@@ -33,4 +33,10 @@ pnpm --filter @endor/docs test:images
 
 原图相对 `tools/figures/assets` 的路径会映射到 `apps/docs/public/figures` 下同名的 `.webp`。例如 `endor-review-gate.png` 对应 `/figures/endor-review-gate.webp`。文档只嵌入后一个地址，制作原稿不随网页发布。
 
-开发启动和生产构建会运行压缩脚本；CI 还会重新编码并核对提交的 WebP，防止修改原稿或策略后遗漏更新产物。检查同时拒绝公开目录里的原始位图及 Markdown 图片或 HTML img 直接引用的原始 PNG、JPEG。SVG 无需转成位图。新增位图时一起提交原稿、生成的 WebP 与制作记录，沿用共同策略。
+远程生产构建会运行压缩脚本；CI 先生成 WebP，再重新编码核对产物与原稿、策略是否一致。WebP 是构建派生文件，不必在本机生成或提交；Git 保存原稿、制作记录与共享策略。检查同时拒绝公开目录里的原始位图及 Markdown 图片或 HTML img 直接引用的原始 PNG、JPEG。SVG 无需转成位图，仍按前述流程提交可编辑输出。
+
+## 同一位置切换多张配图
+
+把两张或更多 `/figures/endor-` 图片写在同一段，中间换行但不插入空行，正文会将它们呈现为图组。左右按钮和键盘左右方向键可以切换，下方圆点表示当前图片，也可点击直接选择。图片保留点击放大能力。
+
+图组一次只挂载当前图片，切换后才加载下一张压缩图，不预先下载整组原图。
diff --git a/content/docs/04-endor-purpose-draft.md b/content/docs/04-endor-purpose-draft.md
index 8b9cd03..772f695 100644
--- a/content/docs/04-endor-purpose-draft.md
+++ b/content/docs/04-endor-purpose-draft.md
@@ -19,6 +19,9 @@
 ## 让产出成为检查下一次产出的帮手
 
 ![Coding Agent 不断产出相同的原始文件：上方待检查文件积累为积分 dW，单人的检查门保持固定能力 C₀；下方 Endor 只把本次新增文件 dW 送到人与检查门前，处理完成的文件变成结构化蓝色帮手，箭头回到检查门，表示历史成果积累为新的检查能力](/figures/endor-review-gate.webp)
+![检查台版：上方单人检查台面对积累的待处理文件；下方只检查本次新增文件，已处理文件变成蓝色帮手，向检查台贡献更多检查工具](/figures/endor-review-desk.webp)
+
+两张漫画用检查门与检查台表达同一个目标，可用左右按钮或下方圆点切换。
 
 上方把 Coding Agent 比作一台不断吐出工作结果的机器。机器可以持续产出，但人的时间和精力没有同步增长；等待检查的材料越积越多。虚线圈出的 **∫dW** 表示累积的待处理工作，门上的 **C₀** 表示在这个对比中保持不变的检查能力。通过门、带上勾的文件才表示已处理的结果。
 
diff --git a/package.json b/package.json
index 17981e8..4623585 100644
--- a/package.json
+++ b/package.json
@@ -13,7 +13,7 @@
     "lint": "pnpm --filter @endor/docs run lint",
     "typecheck": "pnpm --filter @endor/docs run typecheck",
     "figures": "uv run --locked --project tools/figures endor-figures",
-    "check": "pnpm run lint && pnpm run typecheck && pnpm run test:auth && pnpm --filter @endor/docs run test:images && pnpm run figures && pnpm run build",
+    "check": "pnpm run lint && pnpm run typecheck && pnpm run test:auth && pnpm --filter @endor/docs run images && pnpm --filter @endor/docs run test:images && pnpm run figures && pnpm run build",
     "test:auth": "pnpm --filter @endor/docs run test:auth"
   }
 }
diff --git a/scripts/check-container.sh b/scripts/check-container.sh
index 53f6a2e..7ec2013 100644
--- a/scripts/check-container.sh
+++ b/scripts/check-container.sh
@@ -6,6 +6,7 @@ uv sync --project tools/figures --locked
 pnpm run lint
 pnpm run typecheck
 pnpm --filter @endor/docs run test:auth
+pnpm --filter @endor/docs run images
 pnpm --filter @endor/docs run test:images
 cp -R apps/docs/public/figures /tmp/expected-figures
 pnpm run figures
diff --git a/scripts/smoke.py b/scripts/smoke.py
index 87dff2f..9296a3b 100644
--- a/scripts/smoke.py
+++ b/scripts/smoke.py
@@ -27,7 +27,7 @@ def verify(base: str) -> None:
     assert status == 200 and json.loads(health) == {"status": "ok"}
     status, _, login = get("/login")
     assert status == 200 and "输入动态码" in login.decode()
-    for path in ("/", "/docs/00-endor-concepts-draft", "/figures/endor-architecture.svg", "/figures/endor-review-gate.webp", "/docs/pretext/01-chapter", "/materials/pretext/verify.cjs", "/materials/pretext/results.chrome156.json"):
+    for path in ("/", "/docs/00-endor-concepts-draft", "/figures/endor-architecture.svg", "/figures/endor-review-gate.webp", "/figures/endor-review-desk.webp", "/docs/pretext/01-chapter", "/materials/pretext/verify.cjs", "/materials/pretext/results.chrome156.json"):
         status, headers, _ = get(path)
         assert status == 307, path
         target = urllib.parse.urlparse(urllib.parse.urljoin(base, headers["Location"]))
diff --git a/tools/figures/assets/endor-review-desk.png b/tools/figures/assets/endor-review-desk.png
new file mode 100644
index 0000000..b80e6dc
Binary files /dev/null and b/tools/figures/assets/endor-review-desk.png differ
diff --git a/tools/figures/assets/endor-review-desk.txt b/tools/figures/assets/endor-review-desk.txt
new file mode 100644
index 0000000..2f3f5ba
--- /dev/null
+++ b/tools/figures/assets/endor-review-desk.txt
@@ -0,0 +1,14 @@
+Endor inspection desk comic — approved second slide
+
+Source: built-in image_gen; physics inspection-bench variant with corrected top-row flow.
+Original: exec-432e0f3d-d01d-4658-b5d5-0c63db95e472.png
+The user selected this alongside the gate variant for one carousel.
+
+The two identical machines emit raw papers. Above, a dashed integral dW boundary
+encloses the backlog BEFORE one person's fixed-capacity C0 inspection desk.
+Below, a dashed dW boundary encloses the one new paper being inspected. Earlier
+checked outputs become structured document helpers that contribute additional
+magnifiers to the Endor desk, whose capacity is C0 + k integral dW.
+
+Store this PNG as the production master outside public. The confirmed remote
+runner generates /figures/endor-review-desk.webp using content/image-policy.json.
diff --git a/tools/figures/assets/endor-review-gate.txt b/tools/figures/assets/endor-review-gate.txt
index 18f23e2..d250c48 100644
--- a/tools/figures/assets/endor-review-gate.txt
+++ b/tools/figures/assets/endor-review-gate.txt
@@ -3,7 +3,8 @@ Endor review gate comic — approved source
 Source: built-in image_gen, physics gate variant, approved by the user on 2026-10-28.
 Original: exec-380f8db3-6450-4981-97df-473c13a62223.png
 The PNG is the production master, not a public browser asset.
-Generate the browser WebP with: pnpm --filter @endor/docs images
+The confirmed remote runner generates the browser WebP with:
+pnpm --filter @endor/docs images
 
 Visual specification:
 Two rows, white background, charcoal outlines, blue accents, identical coding