diff --git a/tests/present-frame.test.ts b/tests/present-frame.test.ts
new file mode 100644
index 0000000..568415e
--- /dev/null
+++ b/tests/present-frame.test.ts
@@ -0,0 +1,64 @@
+import { describe, expect, it } from "vitest";
+import {
+  PRESENT_BYTE_LIMIT,
+  PRESENT_FRAME_SANDBOX,
+  buildPresentSrcdoc,
+  isFrontendBundle,
+  presentSourceBytes,
+  previewPacket,
+} from "../web/present-frame.js";
+
+describe("present frame srcdoc", () => {
+  it("keeps the sandbox flag to scripts only", () => {
+    expect(PRESENT_FRAME_SANDBOX).toBe("allow-scripts");
+    expect(PRESENT_FRAME_SANDBOX).not.toContain("allow-same-origin");
+  });
+
+  it("embeds the skeleton, styles, script, and sample packet", () => {
+    const srcdoc = buildPresentSrcdoc({
+      html: `<div id="app"></div>`,
+      css: `#app { color: #e1e7f0; }`,
+      js: `present.onData(function (data) { document.getElementById("app").textContent = data.blocks.body; });`,
+      packet: { schema: "present.v1", blocks: { body: "示例正文" } },
+      frameId: "pf1",
+    });
+    expect(srcdoc).toContain(`<div id="app"></div>`);
+    expect(srcdoc).toContain(`#app { color: #e1e7f0; }`);
+    expect(srcdoc).toContain("present.onData");
+    expect(srcdoc).toContain("示例正文");
+    expect(srcdoc).toContain(`default-src 'none'`);
+    expect(srcdoc.indexOf("window.present")).toBeLessThan(srcdoc.indexOf("data.blocks.body"));
+    const scripts = [...srcdoc.matchAll(/<script>([\s\S]*?)<\/script>/g)].map((m) => m[1]);
+    expect(scripts.length).toBeGreaterThan(0);
+    for (const source of scripts) {
+      expect(() => new Function(source)).not.toThrow();
+    }
+  });
+
+  it("does not let a script closer in the template js break the document", () => {
+    const srcdoc = buildPresentSrcdoc({
+      html: "<div id=\"app\"></div>",
+      css: "body{}",
+      js: `var s = "</script><script>parent.stolen = 1";`,
+      packet: { schema: "present.v1", blocks: {} },
+      frameId: "pf2",
+    });
+    expect(srcdoc).not.toContain(`</script><script>parent.stolen`);
+    expect(srcdoc).toContain(`<\\/script>`);
+  });
+
+  it("recognizes a frontend bundle and the 60 KB budget", () => {
+    expect(isFrontendBundle({ html: `<div id="app"></div>`, css: "body{}" })).toBe(true);
+    expect(isFrontendBundle({ html: "只是说明" })).toBe(false);
+    expect(presentSourceBytes({ html: "abc", css: "de", js: "f" })).toBe(6);
+    expect(PRESENT_BYTE_LIMIT).toBe(60 * 1024);
+  });
+
+  it("normalizes sample data into present.v1 blocks", () => {
+    expect(previewPacket({ schema: "present.v1", blocks: { body: "x" } })).toEqual({
+      schema: "present.v1",
+      blocks: { body: "x" },
+    });
+    expect(previewPacket(null)).toEqual({ schema: "present.v1", blocks: {} });
+  });
+});
diff --git a/web/agent-ui.js b/web/agent-ui.js
index 84ed090..6ad4d4c 100644
--- a/web/agent-ui.js
+++ b/web/agent-ui.js
@@ -17,6 +17,15 @@ import {
   renderPresentShellHtml,
   stripPresentSourceFences,
 } from "./present-shells.js";
+import {
+  PRESENT_BYTE_LIMIT,
+  isFrontendBundle,
+  presentFrameSlotHtml,
+  presentSourceBytes,
+  previewPacket,
+  queuePresentFrame,
+  watchPresentFrames,
+} from "./present-frame.js";
 
 const HIDE_KINDS = new Set(["worker_stub"]);
 
@@ -4113,6 +4122,9 @@ function renderObjectSectionsHtml(obj, depth) {
       .map(([k, v]) => {
         if (k === "自评") return renderSelfScoreHtml(v);
         if (k === "追问") return renderProbeHtml(v);
+        if (k === "frontend" && isFrontendBundle(v)) {
+          return renderFrontendPreviewBlock(v, obj["示例灌数"]);
+        }
         return `<section class="ws-section"><h4>${esc(k)}</h4>${renderStructuredValueHtml(v, depth + 1)}</section>`;
       })
       .join("");
@@ -4219,6 +4231,9 @@ function renderObjectKvHtml(obj, depth) {
 
   const rows = entries
     .map(([k, v]) => {
+      if (k === "frontend" && isFrontendBundle(v)) {
+        return renderFrontendPreviewBlock(v, obj["示例灌数"]);
+      }
       const isComplex = v != null && typeof v === "object";
       if (isComplex && isDiagnosticNode(v)) {
         return renderDiagnosticDimHtml(k, v);
@@ -6394,6 +6409,40 @@ export function renderWorkspace(view, loading, _onPickSkill, handlers = {}) {
   renderAgentPanel(view, loading);
 }
 
+/** 正文组成的 frontend：同一位置渲染隔离预览，源码收在后面 */
+function renderFrontendPreviewBlock(bundle, sample) {
+  const source = renderFrontendSourceDetails(bundle);
+  if (presentSourceBytes(bundle) > PRESENT_BYTE_LIMIT) {
+    return `<section class="af-section present-preview">
+      <h4 class="af-section-title">frontend</h4>
+      <p class="present-preview-status">前端超过 60 KB，这里不执行。</p>
+      ${source}
+    </section>`;
+  }
+  const id = queuePresentFrame(bundle, previewPacket(sample));
+  const note = sample ? "按示例灌数渲染，不是正史正文" : "骨架预览，还没有示例灌数";
+  return `<section class="af-section present-preview">
+    <h4 class="af-section-title">frontend</h4>
+    <p class="present-preview-note">${esc(note)}</p>
+    ${presentFrameSlotHtml(id)}
+    <p class="present-preview-status" hidden></p>
+    <div class="present-preview-fallback" hidden></div>
+    ${source}
+  </section>`;
+}
+
+function renderFrontendSourceDetails(bundle) {
+  const parts = ["html", "css", "js"]
+    .filter((key) => typeof bundle[key] === "string" && bundle[key].trim())
+    .map(
+      (key) =>
+        `<div class="af-def"><div class="af-def-k">${esc(key)}</div><div class="af-def-v">${renderProseHtml(bundle[key])}</div></div>`,
+    )
+    .join("");
+  if (!parts) return "";
+  return `<details class="skill-example present-preview-source"><summary>源码</summary><div class="af-def-list">${parts}</div></details>`;
+}
+
 document.addEventListener("click", (e) => {
   if (!e.target.closest("#msg-action-menu")) hideMsgMenu();
   if (!e.target.closest("#dictate-product-menu")) hideDictateProductMenu();
@@ -6425,3 +6474,5 @@ document.addEventListener("scroll", (e) => {
   hideDictateProductMenu();
   hideFlowNodeMenu();
 }, true);
+
+watchPresentFrames();
diff --git a/web/index.html b/web/index.html
index beb6a14..3721543 100644
--- a/web/index.html
+++ b/web/index.html
@@ -10,7 +10,7 @@
       href="https://fonts.googleapis.com/css2?family=Noto+Sans+SC:wght@400;500;600;700&family=Noto+Serif+SC:wght@500;600;700&display=swap"
       rel="stylesheet"
     />
-    <link rel="stylesheet" href="/styles.css?v=20260928-shell-order" />
+    <link rel="stylesheet" href="/styles.css?v=20260930-present-preview" />
     <script>
       (function () {
         try {
diff --git a/web/present-frame.js b/web/present-frame.js
new file mode 100644
index 0000000..d4a81df
--- /dev/null
+++ b/web/present-frame.js
@@ -0,0 +1,241 @@
+/**
+ * 正文组成 frontend 的隔离预览。
+ * iframe 只用 sandbox="allow-scripts"，不加 allow-same-origin。
+ * 模板通过 present.onData(cb) 收示例灌数，不能访问宿主页面。
+ */
+
+export const PRESENT_FRAME_SANDBOX = "allow-scripts";
+export const PRESENT_BYTE_LIMIT = 60 * 1024;
+
+const frames = new Map();
+let seq = 0;
+
+export function isFrontendBundle(value) {
+  if (!value || typeof value !== "object" || Array.isArray(value)) return false;
+  return typeof value.html === "string" && /<\w+/.test(value.html);
+}
+
+export function presentSourceBytes(bundle) {
+  const html = typeof bundle?.html === "string" ? bundle.html : "";
+  const css = typeof bundle?.css === "string" ? bundle.css : "";
+  const js = typeof bundle?.js === "string" ? bundle.js : "";
+  return html.length + css.length + js.length;
+}
+
+export function previewPacket(sample) {
+  if (!sample || typeof sample !== "object" || Array.isArray(sample)) {
+    return { schema: "present.v1", blocks: {} };
+  }
+  if (sample.blocks && typeof sample.blocks === "object" && !Array.isArray(sample.blocks)) {
+    return { schema: typeof sample.schema === "string" ? sample.schema : "present.v1", blocks: sample.blocks };
+  }
+  return { schema: "present.v1", blocks: sample };
+}
+
+export function queuePresentFrame(bundle, packet) {
+  const id = `pf${seq.toString(36)}${(seq += 1).toString(36)}`;
+  frames.set(id, { bundle, packet });
+  return id;
+}
+
+export function presentFrameSlotHtml(id) {
+  const safe = String(id).replace(/[^a-zA-Z0-9_-]/g, "");
+  return `<div class="present-frame-host" data-present-id="${safe}"></div>`;
+}
+
+function neutralizeClosing(source, tag) {
+  return String(source ?? "").replace(new RegExp(`</${tag}`, "gi"), `<\\/${tag}`);
+}
+
+function embedJson(value) {
+  return JSON.stringify(value)
+    .replace(/</g, "\\u003c")
+    .replace(/\u2028/g, "\\u2028")
+    .replace(/\u2029/g, "\\u2029");
+}
+
+export function buildPresentSrcdoc({ html = "", css = "", js = "", packet, frameId }) {
+  const safeId = String(frameId).replace(/[^a-zA-Z0-9_-]/g, "");
+  const cssSafe = neutralizeClosing(css, "style");
+  const htmlSafe = String(html).replace(/<\/(body|html|head)\s*>/gi, "");
+  const jsSafe = neutralizeClosing(js, "script");
+  const packetJson = embedJson(packet ?? { schema: "present.v1", blocks: {} });
+  return `<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<meta http-equiv="Content-Security-Policy" content="default-src 'none'; style-src 'unsafe-inline'; img-src data: blob:; font-src data:; script-src 'unsafe-inline';">
+<style>html,body{margin:0}</style>
+<style>${cssSafe}</style>
+<script>
+(function () {
+  var FRAME_ID = ${JSON.stringify(safeId)};
+  var PACKET = ${packetJson};
+  var failed = false;
+  function post(type, extra) {
+    var msg = { source: "present-frame", type: type, id: FRAME_ID };
+    if (extra) {
+      for (var k in extra) msg[k] = extra[k];
+    }
+    parent.postMessage(msg, "*");
+  }
+  function reportError(err) {
+    failed = true;
+    post("error", { message: String(err && err.message ? err.message : err) });
+  }
+  function markdown(raw) {
+    var s = String(raw == null ? "" : raw)
+      .replace(/&/g, "&amp;")
+      .replace(/</g, "&lt;")
+      .replace(/>/g, "&gt;");
+    s = s.replace(/\`([^\`]+)\`/g, "<code>$1</code>");
+    s = s.replace(/\\*\\*([^*]+)\\*\\*/g, "<strong>$1</strong>");
+    return s.split(/\\n{2,}/).map(function (part) {
+      return "<p>" + part.replace(/\\n/g, "<br>") + "</p>";
+    }).join("");
+  }
+  window.present = {
+    onData: function (cb) {
+      try { cb(PACKET); }
+      catch (err) { reportError(err); }
+    },
+    markdown: markdown
+  };
+  window.addEventListener("error", function (e) {
+    reportError(e.error || e.message || "脚本错误");
+  });
+  window.present.__seal = function () {
+    if (failed) return;
+    post("ready");
+    var sendHeight = function () {
+      var h = Math.max(
+        document.documentElement ? document.documentElement.scrollHeight : 0,
+        document.body ? document.body.scrollHeight : 0
+      );
+      post("height", { height: h });
+    };
+    sendHeight();
+    window.addEventListener("resize", sendHeight);
+    if (window.ResizeObserver && document.documentElement) {
+      new ResizeObserver(sendHeight).observe(document.documentElement);
+    }
+  };
+})();
+</script>
+</head>
+<body>
+${htmlSafe}
+<script>${jsSafe}</script>
+<script>if (window.present && present.__seal) present.__seal();</script>
+</body>
+</html>`;
+}
+
+function blocksToPlain(packet) {
+  const blocks = packet?.blocks;
+  if (!blocks || typeof blocks !== "object") return "";
+  return Object.entries(blocks)
+    .map(([key, value]) => {
+      const text = typeof value === "string" ? value : JSON.stringify(value, null, 2);
+      return `${key}\n${text}`;
+    })
+    .join("\n\n");
+}
+
+function mountOne(host, id, payload) {
+  const frame = document.createElement("iframe");
+  frame.className = "present-preview-frame";
+  frame.setAttribute("sandbox", PRESENT_FRAME_SANDBOX);
+  frame.setAttribute("referrerpolicy", "no-referrer");
+  frame.title = "版式预览";
+  const srcdoc = buildPresentSrcdoc({
+    html: payload.bundle.html,
+    css: payload.bundle.css,
+    js: payload.bundle.js,
+    packet: payload.packet,
+    frameId: id,
+  });
+  const section = host.closest(".present-preview");
+  const status = section?.querySelector(".present-preview-status");
+  const fallback = section?.querySelector(".present-preview-fallback");
+  let settled = false;
+
+  const fail = (message) => {
+    frame.hidden = true;
+    if (status) {
+      status.hidden = false;
+      status.textContent = message;
+    }
+    const plain = blocksToPlain(payload.packet);
+    if (fallback && plain) {
+      fallback.hidden = false;
+      fallback.textContent = plain;
+    }
+  };
+
+  const timer = window.setTimeout(() => {
+    if (settled) return;
+    settled = true;
+    fail("模板 3 秒内没有就绪，下面是示例内容。");
+  }, 3000);
+
+  const onMessage = (event) => {
+    if (!frame.isConnected) {
+      window.removeEventListener("message", onMessage);
+      window.clearTimeout(timer);
+      return;
+    }
+    if (event.source !== frame.contentWindow) return;
+    const data = event.data;
+    if (!data || data.source !== "present-frame" || data.id !== id) return;
+    if (data.type === "height" && !frame.hidden) {
+      const height = Number(data.height);
+      if (height > 0) {
+        frame.style.height = `${Math.min(960, Math.max(180, Math.ceil(height)))}px`;
+      }
+    }
+    if (data.type === "ready") {
+      settled = true;
+      window.clearTimeout(timer);
+    }
+    if (data.type === "error") {
+      window.clearTimeout(timer);
+      if (!settled) {
+        settled = true;
+        fail(data.message ? `模板没有跑起来：${data.message}` : "模板没有跑起来。");
+      } else if (status) {
+        status.hidden = false;
+        status.textContent = data.message || "模板运行出错";
+      }
+    }
+  };
+  window.addEventListener("message", onMessage);
+  host.replaceChildren(frame);
+  frame.srcdoc = srcdoc;
+}
+
+export function mountPresentFrames(root) {
+  if (!root || typeof root.querySelectorAll !== "function") return;
+  root.querySelectorAll(".present-frame-host[data-present-id]").forEach((host) => {
+    if (host.dataset.mounted === "1") return;
+    const id = host.dataset.presentId;
+    const payload = frames.get(id);
+    if (!payload) return;
+    host.dataset.mounted = "1";
+    frames.delete(id);
+    mountOne(host, id, payload);
+  });
+}
+
+export function watchPresentFrames() {
+  if (typeof document === "undefined" || watchPresentFrames.started) return;
+  watchPresentFrames.started = true;
+  const run = () => mountPresentFrames(document);
+  const start = () => {
+    const obs = new MutationObserver(run);
+    obs.observe(document.body, { childList: true, subtree: true });
+    run();
+  };
+  if (document.body) start();
+  else document.addEventListener("DOMContentLoaded", start, { once: true });
+}
diff --git a/web/styles.css b/web/styles.css
index f6fa3aa..3d92635 100644
--- a/web/styles.css
+++ b/web/styles.css
@@ -3894,6 +3894,38 @@ body.design-workspace .af-mosaic {
 .af-section:last-child {
   margin-bottom: 0;
 }
+.present-preview-note,
+.present-preview-status {
+  margin: 0 0 8px;
+  font-size: 12px;
+  line-height: 1.45;
+  color: var(--muted);
+}
+.present-frame-host {
+  width: 100%;
+  min-width: 0;
+  border: 1px solid var(--border);
+  border-radius: 10px;
+  overflow: hidden;
+  background: var(--surface);
+}
+.present-preview-frame {
+  display: block;
+  width: 100%;
+  height: 220px;
+  border: 0;
+  background: transparent;
+}
+.present-preview-fallback {
+  margin-top: 8px;
+  padding: 8px 10px;
+  border-radius: 8px;
+  background: var(--bg);
+  white-space: pre-wrap;
+  word-break: break-word;
+  font-size: 13px;
+  line-height: 1.55;
+}
 .af-section-title {
   margin: 0 0 8px;
   font-family: var(--font-ui);