diff --git a/CHANGELOG.md b/CHANGELOG.md
index ca0d0b9..cb1f062 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -446,3 +446,8 @@
 - `OneLiner / 主 Agent` 现在新增了 `直接查相似账号` 和 `直接存对标关系` 两条真实执行动作，不再只停留在“建议后跳回找对标”。
 - `直接查相似账号` 会调用当前平台的相似搜索接口，返回真实候选数量，并在有候选账号时直接落到该账号详情。
 - `直接存对标关系` 会优先复用最近一次相似搜索的候选，把它直接写入当前平台的对标关系，并把结果回写到找对标工作区。
+
+### 找对标顶部动作改成 direct-execute
+
+- `导入当前对标 / 加入跟踪 / 账号分析 / 高分分析 / 查相似 / 存对标` 这批高频动作现在默认直接执行，不再先开表单。
+- 执行后会按真实 `recommended_action` 继续落到任务详情、当前对象或关系区；只有当前没有可直接执行的候选时，才回退到原来的高级表单。
diff --git a/web/storyforge-web-v4/assets/app.js b/web/storyforge-web-v4/assets/app.js
index 11accd4..88f949a 100644
--- a/web/storyforge-web-v4/assets/app.js
+++ b/web/storyforge-web-v4/assets/app.js
@@ -2361,23 +2361,108 @@ async function executeOneLinerAction(executorKey, options = {}) {
   if (appState.selectedOnelinerSessionId) {
     await loadOneLinerMessages(appState.selectedOnelinerSessionId);
   }
-  openActionModal({
-    title: payload.title || "OneLiner 执行结果",
-    description: payload.summary || "已完成一次对话内执行。",
-    hideSubmit: true,
-    fields: [
-      {
-        type: "html",
-        label: "执行结果",
-        html: `<div class="sheet-html">${renderOneLinerExecutionPayloadHtml(payload.payload || {})}</div>`
-      }
-    ]
-  });
+  if (options.showResultModal !== false) {
+    openActionModal({
+      title: payload.title || "OneLiner 执行结果",
+      description: payload.summary || "已完成一次对话内执行。",
+      hideSubmit: true,
+      fields: [
+        {
+          type: "html",
+          label: "执行结果",
+          html: `<div class="sheet-html">${renderOneLinerExecutionPayloadHtml(payload.payload || {})}</div>`
+        }
+      ]
+    });
+  }
   rememberAction("OneLiner 已执行", payload.summary || "当前动作已在对话内执行。", "green", payload);
   renderAll();
   return payload;
 }
 
+async function followRecommendedActionResult(payload, options = {}) {
+  const recommendedAction = payload?.recommended_action && typeof payload.recommended_action === "object"
+    ? payload.recommended_action
+    : null;
+  if (!recommendedAction?.action) return false;
+  const actionName = String(recommendedAction.action || "").trim();
+  const platform = normalizePlatformValue(
+    recommendedAction.platform || payload?.payload?.platform || options.platform || getPreferredPlatform(),
+    getPreferredPlatform()
+  );
+  if (options.refreshWorkbench) {
+    await bootstrap();
+  }
+  if (actionName === "open-job-detail" && recommendedAction.job_id) {
+    closeActionModal();
+    openJobDetailAction(recommendedAction.job_id);
+    return true;
+  }
+  if (actionName === "select-account" && recommendedAction.account_id) {
+    closeActionModal();
+    await loadPlatformAccount(platform, recommendedAction.account_id);
+    if (options.discoveryFocus === "relations") {
+      focusDiscoveryRelations();
+    } else if (options.discoveryFocus === "snapshots") {
+      focusDiscoveryInsights();
+    } else if (options.discoveryFocus === "top-videos") {
+      focusDiscoveryTopVideoInsights();
+    } else {
+      focusDiscoveryDetailTab("overview");
+    }
+    return true;
+  }
+  if (actionName === "goto-tracking") {
+    closeActionModal();
+    focusTrackingWorkspace();
+    return true;
+  }
+  if (actionName === "open-edit-assistant" && recommendedAction.assistant_id) {
+    closeActionModal();
+    focusPlaybookWorkspace(recommendedAction.assistant_id);
+    return true;
+  }
+  if (actionName === "open-review-edit" && recommendedAction.review_id) {
+    closeActionModal();
+    focusReviewWorkspace(recommendedAction.review_id);
+    return true;
+  }
+  if (actionName === "goto-discovery") {
+    closeActionModal();
+    if (options.discoveryFocus === "relations") {
+      focusDiscoveryRelations();
+    } else {
+      focusDiscoveryDetailTab("overview");
+    }
+    return true;
+  }
+  return false;
+}
+
+async function runDirectDiscoveryAction(executorKey, payload, options = {}) {
+  const account = requireSelectedAccountRow();
+  const platform = getAccountPlatform(account);
+  setBusy(true, options.busyLabel || "正在执行当前动作...");
+  try {
+    const result = await executeOneLinerAction(executorKey, {
+      platform,
+      payload,
+      showResultModal: false
+    });
+    await followRecommendedActionResult(result, {
+      platform,
+      refreshWorkbench: true,
+      discoveryFocus: options.discoveryFocus || ""
+    });
+    return result;
+  } catch (error) {
+    presentActionFailure(error, options.errorTitle || "执行失败");
+    throw error;
+  } finally {
+    setBusy(false, "");
+  }
+}
+
 function openCurrentOneLinerRunResultAction(runId = "") {
   openOneLinerRunContextAction(runId)
     .then((currentRun) => {
@@ -6017,6 +6102,8 @@ function renderDiscoveryScreen() {
   const topVideos = getHighScoreVideos(3);
   const latestVideos = getLatestVideos(2);
   const similarCandidates = safeArray(appState.lastSimilaritySearch?.candidates).slice(0, 5);
+  const saveBenchmarkActionName = similarCandidates.length ? "direct-save-benchmark-link" : "open-benchmark-link";
+  const saveBenchmarkActionLabel = similarCandidates.length ? "直接存对标" : "存对标";
   const selectedProject = getSelectedProject();
   const importedSources = getCurrentProjectSourcesForAccount(selected, selectedProject?.id || "");
   const tracked = selected?.id ? isTrackedAccount(selected.id) : false;
@@ -6083,8 +6170,8 @@ function renderDiscoveryScreen() {
     detailBodyHtml = renderDiscoveryRelationsSection(linkedAccounts, similarCandidates);
   }
   const discoveryActionsHtml = isMobileUi
-    ? `${button("导入主页", "open-import-homepage")} ${button("交给主 Agent", "handoff-to-main-agent", "secondary", { attrs: discoveryHandoffAttrs })} ${button("存对标", "open-benchmark-link", "primary")}`
-    : `${button("导入主页", "open-import-homepage")} ${button("导入当前对标", "open-import-selected-account", "secondary")} ${button(tracked ? "已在跟踪" : "加入跟踪", "open-track-selected-account", "secondary")} ${button("账号分析", "analyze-selected-account", "secondary")} ${button("高分分析", "analyze-top-videos", "secondary")} ${button("查相似", "open-similar-search", "secondary")} ${button("交给主 Agent", "handoff-to-main-agent", "secondary", { attrs: discoveryHandoffAttrs })} ${button("存对标", "open-benchmark-link", "primary")}`;
+    ? `${button("导入主页", "open-import-homepage")} ${button("交给主 Agent", "handoff-to-main-agent", "secondary", { attrs: discoveryHandoffAttrs })} ${button(saveBenchmarkActionLabel, saveBenchmarkActionName, "primary")}`
+    : `${button("导入主页", "open-import-homepage")} ${button("导入当前对标", "direct-import-selected-account", "secondary")} ${button(tracked ? "更新跟踪" : "加入跟踪", "direct-track-selected-account", "secondary")} ${button("账号分析", "direct-analyze-selected-account", "secondary")} ${button("高分分析", "direct-analyze-top-videos", "secondary")} ${button("查相似", "direct-search-similar", "secondary")} ${button("交给主 Agent", "handoff-to-main-agent", "secondary", { attrs: discoveryHandoffAttrs })} ${button(saveBenchmarkActionLabel, saveBenchmarkActionName, "primary")}`;
   return screenShell(
     "找对标",
     `这里已经接入真实${currentPlatformLabel}账号列表和单账号详情。`,
@@ -6119,9 +6206,9 @@ function renderDiscoveryScreen() {
             </div>
             <p>${escapeHtml(selected ? `先围绕 ${getAccountName(selected)} 做导入、分析和相似扩展。` : "先从账号池里选一个对象，再继续导入和分析。")}</p>
             <div class="task-meta">
-              ${actionTag("导入当前对标", "open-import-selected-account")}
-              ${actionTag("账号分析", "analyze-selected-account")}
-              ${actionTag("查相似", "open-similar-search")}
+              ${actionTag("导入当前对标", "direct-import-selected-account")}
+              ${actionTag("账号分析", "direct-analyze-selected-account")}
+              ${actionTag("查相似", "direct-search-similar")}
             </div>
           </div>
           <div class="compact-summary-row mobile-discovery-selected-summary" style="margin-bottom:14px;">
@@ -6206,9 +6293,9 @@ function renderDiscoveryScreen() {
               </div>
               <p>${escapeHtml(selected ? `先围绕 ${getAccountName(selected)} 做导入、分析和相似扩展。` : "先从账号池里选一个对象，再继续导入和分析。")}</p>
               <div class="task-meta">
-                ${actionTag("导入当前对标", "open-import-selected-account")}
-                ${actionTag("账号分析", "analyze-selected-account")}
-                ${actionTag("查相似", "open-similar-search")}
+                ${actionTag("导入当前对标", "direct-import-selected-account")}
+                ${actionTag("账号分析", "direct-analyze-selected-account")}
+                ${actionTag("查相似", "direct-search-similar")}
               </div>
             </div>
             <div class="mobile-only compact-summary-row mobile-secondary-card" style="margin-bottom:14px;">
@@ -11927,6 +12014,35 @@ document.addEventListener("click", async (event) => {
       openTrackSelectedAccountAction();
       return;
     }
+    if (name === "direct-import-selected-account") {
+      const account = requireSelectedAccountRow();
+      const sourceUrl = String(getAccountProfileUrl(account) || "").trim();
+      if (!sourceUrl) {
+        openImportSelectedAccountAction();
+        return;
+      }
+      await runDirectDiscoveryAction("import-homepage", {
+        source_url: sourceUrl,
+        title: `${getAccountName(account) || "当前对标"} 对标主页`,
+        handle: getAccountHandle(account) || ""
+      }, {
+        busyLabel: "正在把当前对标接入项目...",
+        errorTitle: "导入当前对标失败"
+      });
+      return;
+    }
+    if (name === "direct-track-selected-account") {
+      const account = requireSelectedAccountRow();
+      await runDirectDiscoveryAction("track-account", {
+        target_account_id: account.id,
+        note: "由对标工作台直接加入跟踪。",
+        refresh_now: true
+      }, {
+        busyLabel: "正在更新跟踪状态...",
+        errorTitle: "加入跟踪失败"
+      });
+      return;
+    }
     if (name === "refresh-tracked-account") {
       try {
         await refreshTrackedAccountAction(action.dataset.trackedAccountId || "");
@@ -12167,10 +12283,40 @@ document.addEventListener("click", async (event) => {
       openAnalyzeSelectedAccountAction();
       return;
     }
+    if (name === "direct-analyze-selected-account") {
+      const account = requireSelectedAccountRow();
+      await runDirectDiscoveryAction("analyze-account", {
+        target_account_id: account.id,
+        max_videos: 6,
+        extra_focus: "",
+        temperature: 0.35,
+        auto_analyze_top_videos: true,
+        top_video_analysis_count: 4
+      }, {
+        busyLabel: "正在分析当前对标账号...",
+        errorTitle: "账号分析失败",
+        discoveryFocus: "snapshots"
+      });
+      return;
+    }
     if (name === "analyze-top-videos") {
       openAnalyzeTopVideosAction();
       return;
     }
+    if (name === "direct-analyze-top-videos") {
+      const account = requireSelectedAccountRow();
+      await runDirectDiscoveryAction("analyze-top-videos", {
+        target_account_id: account.id,
+        top_video_count: 5,
+        min_score: 45,
+        temperature: 0.25
+      }, {
+        busyLabel: "正在分析高分作品...",
+        errorTitle: "高分作品分析失败",
+        discoveryFocus: "top-videos"
+      });
+      return;
+    }
     if (name === "open-generate-copy") {
       openGenerateCopyAction();
       return;
@@ -12216,10 +12362,43 @@ document.addEventListener("click", async (event) => {
       openSimilaritySearchAction();
       return;
     }
+    if (name === "direct-search-similar") {
+      const account = requireSelectedAccountRow();
+      await runDirectDiscoveryAction("search-similar-accounts", {
+        target_account_id: account.id,
+        max_candidates: 8,
+        extra_requirements: ""
+      }, {
+        busyLabel: "正在查找相似账号...",
+        errorTitle: "查相似失败",
+        discoveryFocus: "relations"
+      });
+      return;
+    }
     if (name === "open-benchmark-link") {
       openBenchmarkLinkAction();
       return;
     }
+    if (name === "direct-save-benchmark-link") {
+      const account = requireSelectedAccountRow();
+      const candidate = safeArray(appState.lastSimilaritySearch?.candidates)[0] || null;
+      if (!candidate) {
+        openBenchmarkLinkAction();
+        return;
+      }
+      await runDirectDiscoveryAction("save-benchmark-link", {
+        source_account_id: account.id,
+        target_account_id: candidate.candidate_account_id || "",
+        target_profile_url: candidate.candidate_account_id ? "" : (candidate.candidate_profile_url || ""),
+        search_id: appState.lastSimilaritySearch?.id || "",
+        note: brief(candidate.rationale_text || "由对标工作台直接加入对标库。", 120)
+      }, {
+        busyLabel: "正在保存对标关系...",
+        errorTitle: "保存对标失败",
+        discoveryFocus: "relations"
+      });
+      return;
+    }
     if (name === "save-candidate-benchmark") {
       setBusy(true, "正在保存对标关系...");
       try {
diff --git a/web/storyforge-web-v4/tests/workbench-pages.test.mjs b/web/storyforge-web-v4/tests/workbench-pages.test.mjs
index 6062b90..efc2cc9 100644
--- a/web/storyforge-web-v4/tests/workbench-pages.test.mjs
+++ b/web/storyforge-web-v4/tests/workbench-pages.test.mjs
@@ -433,13 +433,30 @@ test("mobile discovery and production simplify duplicated top-level actions", ()
   assert.match(discovery, /const isMobileUi = isMobileViewport\(\);/);
   assert.match(discovery, /const discoveryActionsHtml = isMobileUi/);
   assert.match(discovery, /button\("导入主页", "open-import-homepage"\)/);
-  assert.match(discovery, /button\("存对标", "open-benchmark-link"/);
+  assert.match(discovery, /button\("导入当前对标", "direct-import-selected-account"/);
+  assert.match(discovery, /button\("查相似", "direct-search-similar"/);
+  assert.match(discovery, /saveBenchmarkActionName = similarCandidates\.length \? "direct-save-benchmark-link" : "open-benchmark-link"/);
   assert.match(production, /const isMobileUi = isMobileViewport\(\);/);
   assert.match(production, /const productionActionsHtml = isMobileUi/);
   assert.match(production, /button\("交给主 Agent", "handoff-to-main-agent"/);
   assert.match(production, /button\("去复盘", "goto-review", "primary"\)/);
 });
 
+test("discovery page promotes selected-account actions into direct execute flows", () => {
+  const discovery = extractBetween(APP, "function renderDiscoveryScreen()", "function renderTrackingScreen()");
+  assert.match(APP, /async function runDirectDiscoveryAction\(executorKey, payload, options = \{\}\)/);
+  assert.match(APP, /async function followRecommendedActionResult\(payload, options = \{\}\)/);
+  assert.match(discovery, /actionTag\("导入当前对标", "direct-import-selected-account"\)/);
+  assert.match(discovery, /actionTag\("账号分析", "direct-analyze-selected-account"\)/);
+  assert.match(discovery, /actionTag\("查相似", "direct-search-similar"\)/);
+  assert.match(APP, /if \(name === "direct-import-selected-account"\)/);
+  assert.match(APP, /if \(name === "direct-track-selected-account"\)/);
+  assert.match(APP, /if \(name === "direct-analyze-selected-account"\)/);
+  assert.match(APP, /if \(name === "direct-analyze-top-videos"\)/);
+  assert.match(APP, /if \(name === "direct-search-similar"\)/);
+  assert.match(APP, /if \(name === "direct-save-benchmark-link"\)/);
+});
+
 test("mobile discovery prioritizes the selected-account task flow before the scrollable account list", () => {
   const discovery = extractBetween(APP, "function renderDiscoveryScreen()", "function renderTrackingScreen()");
   assert.match(discovery, /mobile-discovery-priority/);