diff --git a/apps/application/workflow/loop_workflow_manage.py b/apps/application/workflow/loop_workflow_manage.py
new file mode 100644
index 00000000000..4f78a73d9e4
--- /dev/null
+++ b/apps/application/workflow/loop_workflow_manage.py
@@ -0,0 +1,41 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎虎虎
+    @file： loop_workflow_manage.py
+    @date：2026/7/2 10:00
+    @desc:
+"""
+from typing import Dict, Optional, Callable
+
+from application.workflow.common import Workflow, WorkflowType, Node
+from application.workflow.i_node import INode
+from application.workflow.workflow_manage import WorkflowManage, CallBack
+
+
+class LoopWorkFlowManage(WorkflowManage):
+
+    def __init__(self,
+                 workflow: Workflow,
+                 parameters: Dict,
+                 workflow_type: WorkflowType,
+                 call_back: CallBack,
+                 get_start_node: Callable[[Workflow, WorkflowManage], INode],
+                 parent_workflow_manage: WorkflowManage,
+                 loop_context: Dict = None):
+        self.parent_workflow_manage = parent_workflow_manage
+        self.loop_context = loop_context or {}
+        super().__init__(workflow, parameters, workflow_type, call_back, get_start_node)
+
+    def get_parameters(self):
+        return {**self.parameters, **self.loop_context}
+
+    def get_parent_context(self, node_id, key):
+        return self.parent_workflow_manage.get_context(node_id, key)
+
+    def generate_prompt(self, prompt):
+        prompt = self.workflow.reset_prompt(prompt)
+        context = {**self.context, **self.parent_workflow_manage.context}
+        from langchain_core.prompts import PromptTemplate
+        prompt_template = PromptTemplate.from_template(prompt, template_format='jinja2')
+        return prompt_template.format(context=context)
diff --git a/apps/application/workflow/nodes/loop_node/__init__.py b/apps/application/workflow/nodes/loop_node/__init__.py
new file mode 100644
index 00000000000..826ece19728
--- /dev/null
+++ b/apps/application/workflow/nodes/loop_node/__init__.py
@@ -0,0 +1,9 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎虎虎
+    @file： __init__.py
+    @date：2026/7/2 10:00
+    @desc:
+"""
+from .loop_node import LoopNode
diff --git a/apps/application/workflow/nodes/loop_node/loop_node.py b/apps/application/workflow/nodes/loop_node/loop_node.py
new file mode 100644
index 00000000000..d2b7accea0c
--- /dev/null
+++ b/apps/application/workflow/nodes/loop_node/loop_node.py
@@ -0,0 +1,151 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎虎虎
+    @file： loop_node.py
+    @date：2026/7/2 10:00
+    @desc:
+"""
+import time
+
+from django.utils.translation import gettext_lazy as _
+from rest_framework import serializers
+
+from application.workflow.common import WorkflowType, new_instance
+from application.workflow.i_node import INode
+
+from application.workflow.message.struct.content import NodeInfo
+from application.workflow.message.struct.text_content import TextContent
+from application.workflow.status import Status
+
+from common.exception.app_exception import AppApiException
+
+MAX_LOOP_COUNT = 500
+
+
+class LoopNodeSerializer(serializers.Serializer):
+    loop_type = serializers.CharField(required=True, label=_("loop_type"))
+    array = serializers.ListField(required=False, allow_null=True, label=_("array"))
+    number = serializers.IntegerField(required=False, allow_null=True, label=_("number"))
+    loop_body = serializers.DictField(required=True, label="循环体")
+
+    def is_valid(self, *, raise_exception=False):
+        super().is_valid(raise_exception=True)
+        loop_type = self.data.get('loop_type')
+        if loop_type == 'ARRAY':
+            array = self.data.get('array')
+            if array is None or len(array) == 0:
+                message = _('{field}, this field is required.', field='array')
+                raise AppApiException(500, message)
+        elif loop_type == 'NUMBER':
+            number = self.data.get('number')
+            if number is None:
+                message = _('{field}, this field is required.', field='number')
+                raise AppApiException(500, message)
+
+
+def _generate_loop_number(number):
+    return iter([(i, i) for i in range(number)])
+
+
+def _generate_loop_array(array):
+    return iter([(item, i) for i, item in enumerate(array)])
+
+
+def _generate_while_loop(number):
+    return iter([(i, i) for i in range(number)])
+
+
+class LoopNode(INode):
+    serializer_class = LoopNodeSerializer
+    supported_workflow_type_list = [WorkflowType.APPLICATION, WorkflowType.KNOWLEDGE, WorkflowType.TOOL]
+    type = 'loop-node'
+
+    def _run(self):
+        self.execute()
+
+    def execute(self):
+        node_params = self.get_parameters()
+        workflow_params = self.get_workflow_parameters()
+
+        loop_type = node_params.get('loop_type')
+        array = node_params.get('array')
+        number = node_params.get('number')
+        loop_body = node_params.get('loop_body')
+
+        if loop_type == 'ARRAY' and isinstance(array, list) and len(array) >= 2:
+            array = self.workflow_manage.get_reference_field(array[0], array[1:])
+
+        self.write_context('params', {'loop_type': loop_type, 'array': array, 'number': number})
+
+        if loop_type == 'ARRAY':
+            iterator = _generate_loop_array(array)
+        elif loop_type == 'LOOP':
+            iterator = _generate_while_loop(number or MAX_LOOP_COUNT)
+        else:
+            iterator = _generate_loop_number(number)
+
+        self._loop_node_data = []
+        self._loop_answer_data = []
+        self._answer_text = ''
+        self._workflow_params = workflow_params
+        self._loop_body = loop_body
+        self._iterator = iterator
+
+        self._run_next()
+
+    def _run_next(self):
+        try:
+            item, index = next(self._iterator)
+        except StopIteration:
+            self.write_context('answer', self._answer_text)
+            self.write_context('run_time', time.time() - self.data.get('start_time', time.time()))
+            self.complete(Status.SUCCESS)
+            return
+        loop_context = {'index': index, 'item': item}
+        workflow = new_instance(self._loop_body, self.get_workflow_type())
+
+        chunk_list = []
+
+        def on_next(wf_manage, content):
+            chunk_list.append(content)
+            if hasattr(content, 'content'):
+                self._answer_text += content.content
+                self.write(content)
+
+        def on_complete(wf_manage, error):
+            self._loop_node_data.append(wf_manage.context)
+            self._loop_answer_data.append(chunk_list)
+            self.write_context('loop_node_data', self._loop_node_data)
+            self.write_context('loop_answer_data', self._loop_answer_data)
+            self.write_context('index', index)
+            self.write_context('item', item)
+
+            if error:
+                self.write_context('error_message', str(error))
+                return
+
+            self._run_next()
+
+        from application.workflow.workflow_manage import CallBack
+        from application.workflow.loop_workflow_manage import LoopWorkFlowManage
+        from application.workflow.nodes import get_node_class
+        call_back = CallBack(on_next, on_complete)
+
+        loop_start_class = get_node_class('loop-start-node', self.get_workflow_type())
+
+        def get_start_node_fn(wf, wf_manage):
+            start_node = wf.get_node('loop-start-node')
+            return loop_start_class(start_node, wf_manage, lambda n: n.properties.get('node_data', {}))
+
+        loop_manage = LoopWorkFlowManage(
+            workflow=workflow,
+            parameters=self._workflow_params,
+            workflow_type=self.get_workflow_type(),
+            call_back=call_back,
+            get_start_node=get_start_node_fn,
+            parent_workflow_manage=self.workflow_manage,
+            loop_context=loop_context,
+        )
+        loop_manage.start_node.workflow_manage = loop_manage
+        loop_manage.run()
diff --git a/apps/application/workflow/nodes/loop_start_node/__init__.py b/apps/application/workflow/nodes/loop_start_node/__init__.py
new file mode 100644
index 00000000000..7d1dbb5f046
--- /dev/null
+++ b/apps/application/workflow/nodes/loop_start_node/__init__.py
@@ -0,0 +1,9 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎虎虎
+    @file： __init__.py
+    @date：2026/7/2 10:00
+    @desc:
+"""
+from .loop_start_node import LoopStartNode
diff --git a/apps/application/workflow/nodes/loop_start_node/loop_start_node.py b/apps/application/workflow/nodes/loop_start_node/loop_start_node.py
new file mode 100644
index 00000000000..aa977562f72
--- /dev/null
+++ b/apps/application/workflow/nodes/loop_start_node/loop_start_node.py
@@ -0,0 +1,30 @@
+# coding=utf-8
+"""
+    @project: MaxKB
+    @Author：虎虎虎
+    @file： loop_start_node.py
+    @date：2026/7/2 10:00
+    @desc:
+"""
+from rest_framework import serializers
+
+from application.workflow.common import WorkflowType
+from application.workflow.i_node import INode
+
+
+class LoopStartNodeSerializer(serializers.Serializer):
+    pass
+
+
+class LoopStartNode(INode):
+    serializer_class = LoopStartNodeSerializer
+    supported_workflow_type_list = [WorkflowType.APPLICATION, WorkflowType.KNOWLEDGE, WorkflowType.TOOL]
+    type = 'loop-start-node'
+
+    def execute(self):
+        loop_context = getattr(self.workflow_manage, 'loop_context', {})
+        index = loop_context.get('index', 0)
+        item = loop_context.get('item', None)
+
+        self.write_context('index', index)
+        self.write_context('item', item)
diff --git a/apps/application/workflow/nodes/reply_node/reply_node.py b/apps/application/workflow/nodes/reply_node/reply_node.py
index cdd79e7acef..3c27efa263b 100644
--- a/apps/application/workflow/nodes/reply_node/reply_node.py
+++ b/apps/application/workflow/nodes/reply_node/reply_node.py
@@ -7,7 +7,7 @@
     @desc:
 """
 from typing import List
-
+import uuid_utils.compat as uuid
 from django.utils.translation import gettext_lazy as _
 from rest_framework import serializers
 
@@ -34,7 +34,7 @@ class ReplyNode(INode):
     def execute(self):
         node_params = self.get_parameters()
         workflow_params = self.get_workflow_parameters()
-        chat_record_id = workflow_params.get('chat_record_id')
+        chunk_id = uuid.uuid7()
 
         reply_type = node_params.get('reply_type')
         fields = node_params.get('fields')
@@ -50,7 +50,7 @@ def execute(self):
 
         if is_result:
             node_info = NodeInfo(self.get_node_id(), self.get_node_name(), Status.SUCCESS)
-            self.write(TextContent(str(chat_record_id), result, Status.SUCCESS, node_info))
+            self.write(TextContent(str(chunk_id), result, Status.SUCCESS, node_info))
 
     def _generate_reply_content(self, prompt):
         if prompt is None:
diff --git a/apps/application/workflow/workflow_manage.py b/apps/application/workflow/workflow_manage.py
index 70f4461a1d2..b83fd11a82c 100644
--- a/apps/application/workflow/workflow_manage.py
+++ b/apps/application/workflow/workflow_manage.py
@@ -16,7 +16,7 @@
 from application.workflow.common import Workflow, WorkflowType, Node, get_node_parameters
 from application.workflow.i_node import INode
 from application.workflow.message.struct.content import Content
-from application.workflow.nodes import get_node_class
+
 from application.workflow.status import Status
 
 
@@ -77,6 +77,7 @@ def next_nodes(self, nodes: Optional[List[Node]]):
         if nodes is None or len(nodes) == 0:
             return
         with self._lock:
+            from application.workflow.nodes import get_node_class
             instances = [get_node_class(n.type, self.workflow_type)(n, self, get_node_parameters)
                          for n in nodes]
             self.nodes.extend(instances)
@@ -89,7 +90,8 @@ def assertion_end(self):
                 return
             if not self.is_end():
                 return
-        self.end()
+            self.done = True  # 锁内抢占,保证只有一个线程能往下走
+        self.end()  # 回调放到锁外,避免回调里再触碰本 manage 造成重入/死锁
 
     def is_end(self):
         """
@@ -148,10 +150,7 @@ def end(self):
         工作流输出结束的时候调用
         @return: None
         """
-        if self.done:
-            return
         self.call_back.on_complete(self, None)
-        self.done = True
 
     def get_parameters(self):
         """