diff --git a/CHANGELOG.md b/CHANGELOG.md
index d530429..d2fb07f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -418,6 +418,12 @@
 - 任务恢复链里的失败提示统一成“先补信息 / 需人工处理”，不再弹出“暂不支持自动恢复”这类生硬口径。
 - `额度` 页把“后续再接真实套餐”改成当前就能落地的套餐表达，明确按预算、动作池和项目阶段去配置套餐。
 
+### 基于任务继续生产的视频动作统一改成 direct-execute
+
+- 所有通过 `renderPipelineJobTag()` 渲染出来的 `做 AI 视频 / 做实拍剪辑`，现在都会直接走 `OneLiner` 执行器，不再落回旧的 `job-to-*` 表单打开流。
+- 从任务详情、复盘列表、生产中心等位置点这些动作时，会先关闭当前详情层，再直接创建对应任务并跳到真实任务详情，和文案生成链保持一致。
+- 前端回归新增了 `PIPELINE_GUARDS -> direct-create-*` 的断言，避免后续映射退回旧入口。
+
 ### 文案生成也并进 direct-execute
 
 - `任务详情 -> 用摘要写文案` 和旧的 `job-to-generate-copy` 现在都会直接走 `OneLiner` 执行器，不再先弹回传统文案表单。
diff --git a/web/storyforge-web-v4/assets/app.js b/web/storyforge-web-v4/assets/app.js
index e5d3a3b..1c717d4 100644
--- a/web/storyforge-web-v4/assets/app.js
+++ b/web/storyforge-web-v4/assets/app.js
@@ -205,13 +205,13 @@ const PIPELINE_GUARDS = {
   aiVideo: {
     label: "AI 视频",
     openAction: "open-ai-video",
-    jobAction: "job-to-ai-video",
+    jobAction: "direct-create-ai-video",
     dependencies: ["n8n", "huobao"]
   },
   realCut: {
     label: "实拍剪辑",
     openAction: "open-real-cut",
-    jobAction: "job-to-real-cut",
+    jobAction: "direct-create-real-cut",
     dependencies: ["n8n", "cutvideo"]
   }
 };
@@ -12397,6 +12397,9 @@ document.addEventListener("click", async (event) => {
       return;
     }
     if (name === "direct-create-ai-video") {
+      if (action.dataset.jobId) {
+        closeActionModal();
+      }
       await runDirectWorkbenchAction("create-ai-video", {
         busyLabel: "正在创建 AI 视频任务...",
         errorTitle: "创建 AI 视频任务失败",
@@ -12409,6 +12412,9 @@ document.addEventListener("click", async (event) => {
       return;
     }
     if (name === "direct-create-real-cut") {
+      if (action.dataset.jobId) {
+        closeActionModal();
+      }
       await runDirectWorkbenchAction("create-real-cut", {
         busyLabel: "正在创建实拍剪辑任务...",
         errorTitle: "创建实拍剪辑任务失败",
diff --git a/web/storyforge-web-v4/tests/workbench-pages.test.mjs b/web/storyforge-web-v4/tests/workbench-pages.test.mjs
index bc3be28..16e1cf7 100644
--- a/web/storyforge-web-v4/tests/workbench-pages.test.mjs
+++ b/web/storyforge-web-v4/tests/workbench-pages.test.mjs
@@ -394,6 +394,16 @@ test("job detail and follow-up flows use direct generate-copy execution and pers
   assert.match(clickActions, /name === "job-to-generate-copy"[\s\S]*runDirectWorkbenchAction\("generate-copy"/);
 });
 
+test("pipeline follow-up tags route source-job actions through direct execute handlers", () => {
+  const pipelineGuards = extractBetween(APP, "const PIPELINE_GUARDS = {", "const ONELINER_INTENT_LABELS = {");
+  const clickActions = extractBetween(APP, "document.addEventListener(\"click\", async (event) => {", "document.addEventListener(\"submit\", async (event) => {");
+
+  assert.match(pipelineGuards, /jobAction:\s*"direct-create-ai-video"/);
+  assert.match(pipelineGuards, /jobAction:\s*"direct-create-real-cut"/);
+  assert.match(clickActions, /name === "direct-create-ai-video"[\s\S]*if \(action\.dataset\.jobId\) \{[\s\S]*closeActionModal\(\);/);
+  assert.match(clickActions, /name === "direct-create-real-cut"[\s\S]*if \(action\.dataset\.jobId\) \{[\s\S]*closeActionModal\(\);/);
+});
+
 test("discovery and production screens expose compact mobile flow summaries", () => {
   const discovery = extractBetween(APP, "function renderDiscoveryScreen()", "function renderTrackingScreen()");
   const production = extractBetween(APP, "function renderProductionScreen()", "function renderReviewScreen()");