视频创作解决已发现问题

core/backend/apps/ai/creation_agent.py

@@ -671,8 +671,9 @@ def default_reply_options(
     *,
     has_context: bool = False,
     is_video: bool = True,
+    assistant_text: str = "",
 ) -> list[dict[str, str]]:
-    """纯文字收束时给前端的可点下一步，避免用户面对一段说明不知道怎么继续。"""
+    """只给与上一句相关的快捷回复，绝不塞与当前进度无关的固定话术。"""
     stage = ""
     if conversation is not None:
         try:
@@ -686,17 +687,39 @@ def default_reply_options(
             {"label": "重新来", "text": "重新来"},
         ]
     if has_context:
-        if is_video:
+        text = str(assistant_text or "")
+        if re.search(r"颜色|色号|色彩|SKU|款式|几种", text, re.IGNORECASE):
             return [
-                {"label": "继续完善方案", "text": "继续完善方案"},
-                {"label": "换个场景", "text": "我想换个场景"},
-                {"label": "改卖点", "text": "我想改卖点"},
+                {"label": "补充颜色和顺序", "text": "我来补充每个颜色和展示顺序"},
+                {"label": "上传各款实物图", "text": "我补充各颜色/款式的实物图"},
+                {"label": "先按当前主款做", "text": "先按当前主款做，其他颜色后面再补"},
             ]
-        return [
-            {"label": "按这个方向出图", "text": "按这个方向出图"},
-            {"label": "换个场景", "text": "我想换个场景"},
-            {"label": "改人物状态", "text": "我想改人物状态"},
-        ]
+        if re.search(r"商品|产品|主推|哪款", text, re.IGNORECASE):
+            return [
+                {"label": "发商品列表", "text": "把商品列表发给我选"},
+                {"label": "我直接说商品名", "text": "我直接告诉你商品名"},
+                {"label": "你来推荐", "text": "你根据当前需求推荐一款"},
+            ]
+        if re.search(r"人物|角色|模特|出镜", text, re.IGNORECASE):
+            return [
+                {"label": "上传人物图", "text": "我上传人物参考图"},
+                {"label": "由你设定角色", "text": "你先帮我设定一个合适的角色"},
+                {"label": "不需要人物", "text": "这条先不需要人物出镜"},
+            ]
+        if re.search(r"场景|地点|背景|在哪", text, re.IGNORECASE):
+            return [
+                {"label": "上传场景图", "text": "我上传场景参考图"},
+                {"label": "你来推荐场景", "text": "你按商品和预设推荐场景"},
+                {"label": "用干净日常场景", "text": "先用干净自然的日常场景"},
+            ]
+        if re.search(r"卖点|功能|效果|优惠|价格", text, re.IGNORECASE):
+            return [
+                {"label": "补充真实卖点", "text": "我来补充商品真实卖点"},
+                {"label": "从素材里判断", "text": "先根据我上传的素材判断可表达的卖点"},
+                {"label": "先只突出一个点", "text": "先围绕一个最核心的卖点创作"},
+            ]
+        # 没有足够语境时只留自由输入，不伪造“继续/改卖点”这种人机按钮。
+        return []
     kind = "短视频" if is_video else "商品图"
     return [
         {"label": f"帮我做一条{kind}" if is_video else "帮我做一张商品图", "text": f"帮我做一条{kind}" if is_video else "帮我做一张商品图"},
@@ -745,7 +768,12 @@ def ensure_turn_guides(
         return []
 
     hint = default_reply_hint(conversation, has_context=has_context, is_video=is_video)
-    options = default_reply_options(conversation, has_context=has_context, is_video=is_video)
+    options = default_reply_options(
+        conversation,
+        has_context=has_context,
+        is_video=is_video,
+        assistant_text=last_text_bubble.text if last_text_bubble is not None else "",
+    )
     events: list[dict] = []
     if last_text_bubble is not None:
         if text_already_guides(last_text_bubble.text):

core/backend/apps/ai/test_creation_agent.py

@@ -29,6 +29,7 @@ from .creation_agent import (
     build_system_prompt,
     build_messages,
     default_reply_hint,
+    default_reply_options,
     ensure_turn_guides,
     get_creation_chat_model,
     get_video_gate_stage,
@@ -1842,6 +1843,26 @@ class ReplyGuidanceTests(CreationAgentBaseTests):
         self.assertIn("按这个方向出图", str((bubble.payload or {}).get("reply_hint") or ""))
         self.assertTrue((bubble.payload or {}).get("reply_options"))
 
+    def test_reply_options_follow_the_current_question(self):
+        options = default_reply_options(
+            self.conversation,
+            has_context=True,
+            is_video=True,
+            assistant_text="这款耳机一共有六个配色，分别是什么颜色？",
+        )
+        labels = [option["label"] for option in options]
+        self.assertEqual(labels, ["补充颜色和顺序", "上传各款实物图", "先按当前主款做"])
+        self.assertNotIn("改卖点", labels)
+
+    def test_unknown_context_question_does_not_get_fixed_actions(self):
+        options = default_reply_options(
+            self.conversation,
+            has_context=True,
+            is_video=True,
+            assistant_text="我先把你刚刚提到的细节整理一下。",
+        )
+        self.assertEqual(options, [])
+
     def test_text_already_guides_detects_reply_instruction(self):
         self.assertTrue(text_already_guides("这个方向能做。请回复：按这个方向继续。"))
         self.assertFalse(text_already_guides("这个方向能做。有想调整可以直接说。"))

core/backend/apps/projects/test_quick_create.py

@@ -1370,6 +1370,9 @@ class QuickCreateCoordinatorTests(TestCase):
 
 
 
+
+
+