diff --git a/CHANGELOG.md b/CHANGELOG.md
index 903766e..cc27258 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,11 @@
 
 ## 2026-04-06
 
+### 主 Agent 高注意图动作统一切到直执行入口
+
+- `create_assistant / import_homepage / track_account / generate_copy / ai_video / real_cut` 这批高频意图动作现在统一注册成 `direct-*`，不再回退到旧的 `open-*` 表单入口。
+- 这样主 Agent 结果卡、动作注册表和工作台高频按钮现在共用同一套直执行链，后续回跳与结果落点也更一致。
+
 ### 依赖健康卡开始显示服务部署位置
 
 - `collector` 的 `/v2/integrations/health` 现在会统一带出 `deployment_scope / deployment_label`，明确说明依赖当前跑在 `服务器 / NAS / Windows / NAS 隧道 / 未启用` 哪一侧。
diff --git a/collector-service/app/oneliner_features.py b/collector-service/app/oneliner_features.py
index bbe1adf..a4ac293 100644
--- a/collector-service/app/oneliner_features.py
+++ b/collector-service/app/oneliner_features.py
@@ -204,14 +204,14 @@ class AgentRunRetryRequest(BaseModel):
 
 INTENT_ACTIONS: dict[str, list[dict[str, Any]]] = {
     "create_project": [{"key": "goto-intake", "label": "去我的项目", "kind": "navigate"}],
-    "create_assistant": [{"key": "open-create-assistant", "label": "创建 Agent", "kind": "ui_action"}],
-    "import_homepage": [{"key": "open-import-homepage", "label": "导入主页", "kind": "ui_action"}],
-    "track_account": [{"key": "open-track-selected-account", "label": "跟踪当前账号", "kind": "ui_action"}],
+    "create_assistant": [{"key": "direct-create-assistant", "label": "创建 Agent", "kind": "ui_action"}],
+    "import_homepage": [{"key": "direct-import-selected-account", "label": "导入主页", "kind": "ui_action"}],
+    "track_account": [{"key": "direct-track-selected-account", "label": "跟踪当前账号", "kind": "ui_action"}],
     "analyze_account": [{"key": "analyze-selected-account", "label": "分析当前账号", "kind": "ui_action"}],
     "analyze_top_videos": [{"key": "analyze-top-videos", "label": "分析高分作品", "kind": "ui_action"}],
-    "generate_copy": [{"key": "open-generate-copy", "label": "生成文案", "kind": "ui_action"}],
-    "ai_video": [{"key": "open-ai-video", "label": "做 AI 视频", "kind": "ui_action"}],
-    "real_cut": [{"key": "open-real-cut", "label": "做实拍剪辑", "kind": "ui_action"}],
+    "generate_copy": [{"key": "direct-generate-copy", "label": "生成文案", "kind": "ui_action"}],
+    "ai_video": [{"key": "direct-create-ai-video", "label": "做 AI 视频", "kind": "ui_action"}],
+    "real_cut": [{"key": "direct-create-real-cut", "label": "做实拍剪辑", "kind": "ui_action"}],
     "review": [{"key": "goto-review", "label": "去发布与复盘", "kind": "navigate"}],
     "live_recorder": [{"key": "open-live-recorder", "label": "打开录制控制", "kind": "ui_action"}],
     "storage_status": [{"key": "goto-production", "label": "查看生产与存储", "kind": "navigate"}],
diff --git a/tests/test_main_agent_governance.py b/tests/test_main_agent_governance.py
index bacec29..4e01a48 100644
--- a/tests/test_main_agent_governance.py
+++ b/tests/test_main_agent_governance.py
@@ -34,6 +34,7 @@ class MainAgentGovernanceTests(unittest.TestCase):
         os.environ.setdefault("BOOTSTRAP_SUPERADMIN_PASSWORD", "")
 
         cls.db_module = importlib.reload(importlib.import_module("app.database"))
+        cls.oneliner = importlib.reload(importlib.import_module("app.oneliner_features"))
         cls.core = importlib.reload(importlib.import_module("app.core_main"))
         cls.app_main = importlib.reload(importlib.import_module("app.main"))
         cls.core.db.init_schema()
@@ -948,6 +949,22 @@ class MainAgentGovernanceTests(unittest.TestCase):
         self.assertIn("categories", usage_payload)
         self.assertIn("storage_bytes", usage_payload)
 
+    def test_high_frequency_intent_actions_prefer_direct_execute_entrypoints(self) -> None:
+        expected_actions = {
+            "create_assistant": "direct-create-assistant",
+            "import_homepage": "direct-import-selected-account",
+            "track_account": "direct-track-selected-account",
+            "generate_copy": "direct-generate-copy",
+            "ai_video": "direct-create-ai-video",
+            "real_cut": "direct-create-real-cut",
+        }
+        for intent_key, expected_action_key in expected_actions.items():
+            with self.subTest(intent_key=intent_key):
+                actions = self.oneliner.INTENT_ACTIONS[intent_key]
+                self.assertTrue(actions)
+                self.assertEqual(actions[0]["key"], expected_action_key)
+                self.assertEqual(actions[0]["kind"], "ui_action")
+
     def test_direct_oneliner_actions_return_structured_followup_targets(self) -> None:
         self._insert_completed_job(job_id="job_review_source", title="Review Source Job")
         self._insert_assistant()
@@ -2230,7 +2247,7 @@ class MainAgentGovernanceTests(unittest.TestCase):
         self.assertEqual(message_response.status_code, 200, message_response.text)
         payload = message_response.json()
         execution_card = (((payload.get("assistant_message") or {}).get("result")) or {}).get("execution_card") or {}
-        self.assertEqual((execution_card.get("primary_action") or {}).get("key"), "open-create-assistant")
+        self.assertEqual((execution_card.get("primary_action") or {}).get("key"), "direct-create-assistant")
         self.assertEqual((execution_card.get("oneliner_profile_version") or {}).get("version_id"), current_profile_version["id"])
         self.assertEqual((execution_card.get("oneliner_profile_version") or {}).get("version_no"), current_profile_version["version_no"])
         self.assertEqual((execution_card.get("platform_agent_profile") or {}).get("platform"), "douyin")