From acf150d47dd4954783c4e6776e7b027d472fefee Mon Sep 17 00:00:00 2001
From: Wenjie Zhang <xerrors@163.com>
Date: Thu, 28 May 2026 12:53:29 +0800
Subject: [PATCH] =?UTF-8?q?feat(agent):=20=E6=94=AF=E6=8C=81=E8=BF=90?=
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 =?UTF-8?q?=E5=86=99?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

完善 AgentRun 的父子运行关系、恢复请求和前端流式状态处理，补充相关单元测试以覆盖中断后恢复场景。
---
 PixPin_2026-05-26_21-54-34.png                | Bin 192189 -> 0 bytes
 .../yuxi/repositories/agent_run_repository.py |  30 +-
 .../repositories/conversation_repository.py   |  12 +
 .../yuxi/services/agent_run_service.py        | 135 ++++++--
 backend/package/yuxi/services/chat_service.py |  35 +-
 backend/package/yuxi/services/oidc_service.py |   2 +-
 .../yuxi/services/run_queue_service.py        |  28 +-
 backend/package/yuxi/services/run_worker.py   | 148 +++++---
 .../package/yuxi/storage/postgres/manager.py  |  17 -
 .../yuxi/storage/postgres/models_business.py  |  24 ++
 backend/server/routers/agent_router.py        |  22 +-
 .../unit/services/test_agent_run_service.py   | 315 +++++++++---------
 .../services/test_chat_stream_interrupt.py    |  23 ++
 .../unit/services/test_run_queue_service.py   |   4 +-
 backend/test/unit/services/test_run_worker.py |  19 +-
 docs/develop-guides/roadmap.md                |   1 +
 notion_preresearch.md                         | 159 ---------
 web/src/apis/agent_api.js                     |  86 +----
 web/src/components/AgentChatComponent.vue     | 249 ++++----------
 web/src/components/AgentPanel.vue             |   6 +-
 .../components/ToolCallsGroupComponent.vue    |  20 +-
 web/src/composables/useAgentRunStream.js      |  94 +++---
 web/src/composables/useAgentStreamHandler.js  |  98 +-----
 web/src/composables/useAgentThreadState.js    |  16 -
 web/src/composables/useApproval.js            | 100 +-----
 .../utils/__tests__/messageProcessor.spec.js  |  17 +
 web/src/utils/messageProcessor.js             |   6 +-
 27 files changed, 693 insertions(+), 973 deletions(-)
 delete mode 100644 PixPin_2026-05-26_21-54-34.png
 delete mode 100644 notion_preresearch.md

diff --git a/PixPin_2026-05-26_21-54-34.png b/PixPin_2026-05-26_21-54-34.png
deleted file mode 100644
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diff --git a/backend/package/yuxi/repositories/agent_run_repository.py b/backend/package/yuxi/repositories/agent_run_repository.py
index 5fe0f791..d387c07b 100644
--- a/backend/package/yuxi/repositories/agent_run_repository.py
+++ b/backend/package/yuxi/repositories/agent_run_repository.py
@@ -23,12 +23,19 @@ class AgentRunRepository:
         result = await self.db.execute(select(AgentRun).where(AgentRun.request_id == request_id))
         return result.scalar_one_or_none()
 
-    async def get_run_for_user(self, run_id: str, uid: str) -> AgentRun | None:
+    async def get_resume_run(self, parent_run_id: str, resume_request_id: str) -> AgentRun | None:
         result = await self.db.execute(
-            select(AgentRun).where(and_(AgentRun.id == run_id, AgentRun.uid == str(uid)))
+            select(AgentRun).where(
+                AgentRun.parent_run_id == parent_run_id,
+                AgentRun.resume_request_id == resume_request_id,
+            )
         )
         return result.scalar_one_or_none()
 
+    async def get_run_for_user(self, run_id: str, uid: str) -> AgentRun | None:
+        result = await self.db.execute(select(AgentRun).where(and_(AgentRun.id == run_id, AgentRun.uid == str(uid))))
+        return result.scalar_one_or_none()
+
     async def create_run(
         self,
         *,
@@ -38,6 +45,11 @@ class AgentRunRepository:
         uid: str,
         request_id: str,
         input_payload: dict,
+        conversation_id: int | None = None,
+        parent_run_id: str | None = None,
+        run_type: str = "chat",
+        resume_request_id: str | None = None,
+        checkpoint_thread_id: str | None = None,
     ) -> AgentRun:
         run = AgentRun(
             id=run_id,
@@ -45,6 +57,11 @@ class AgentRunRepository:
             agent_id=agent_id,
             uid=str(uid),
             request_id=request_id,
+            conversation_id=conversation_id,
+            parent_run_id=parent_run_id,
+            run_type=run_type,
+            resume_request_id=resume_request_id,
+            checkpoint_thread_id=checkpoint_thread_id or thread_id,
             input_payload=input_payload or {},
             status="pending",
         )
@@ -52,6 +69,15 @@ class AgentRunRepository:
         await self.db.flush()
         return run
 
+    async def set_input_message(self, run_id: str, message_id: int) -> AgentRun | None:
+        run = await self.get_run(run_id)
+        if not run:
+            return None
+        run.input_message_id = message_id
+        run.updated_at = utc_now_naive()
+        await self.db.flush()
+        return run
+
     async def mark_running(self, run_id: str) -> AgentRun | None:
         run = await self._lock_run(run_id)
         if not run:
diff --git a/backend/package/yuxi/repositories/conversation_repository.py b/backend/package/yuxi/repositories/conversation_repository.py
index 67b7dd2b..4b3f77f6 100644
--- a/backend/package/yuxi/repositories/conversation_repository.py
+++ b/backend/package/yuxi/repositories/conversation_repository.py
@@ -98,6 +98,9 @@ class ConversationRepository:
         message_type: str = "text",
         extra_metadata: dict | None = None,
         image_content: str | None = None,
+        run_id: str | None = None,
+        request_id: str | None = None,
+        delivery_status: str = "complete",
     ) -> Message:
         message = Message(
             conversation_id=conversation_id,
@@ -106,6 +109,9 @@ class ConversationRepository:
             message_type=message_type,
             extra_metadata=extra_metadata or {},
             image_content=image_content,
+            run_id=run_id,
+            request_id=request_id,
+            delivery_status=delivery_status,
         )
 
         self.db.add(message)
@@ -129,6 +135,9 @@ class ConversationRepository:
         message_type: str = "text",
         extra_metadata: dict | None = None,
         image_content: str | None = None,
+        run_id: str | None = None,
+        request_id: str | None = None,
+        delivery_status: str = "complete",
     ) -> Message | None:
         conversation = await self.get_conversation_by_thread_id(thread_id)
         if not conversation:
@@ -142,6 +151,9 @@ class ConversationRepository:
             message_type=message_type,
             extra_metadata=extra_metadata,
             image_content=image_content,
+            run_id=run_id,
+            request_id=request_id,
+            delivery_status=delivery_status,
         )
 
     async def add_tool_call(
diff --git a/backend/package/yuxi/services/agent_run_service.py b/backend/package/yuxi/services/agent_run_service.py
index e3a59c37..169588db 100644
--- a/backend/package/yuxi/services/agent_run_service.py
+++ b/backend/package/yuxi/services/agent_run_service.py
@@ -24,7 +24,7 @@ from yuxi.services.run_queue_service import (
     publish_cancel_signal,
 )
 from yuxi.storage.postgres.manager import pg_manager
-from yuxi.storage.postgres.models_business import User
+from yuxi.storage.postgres.models_business import Message, User
 from yuxi.utils.datetime_utils import utc_now_naive
 from yuxi.utils.logging_config import logger
 
@@ -39,31 +39,37 @@ def _build_run_response(run) -> dict:
         "thread_id": run.thread_id,
         "status": run.status,
         "request_id": run.request_id,
-        "stream_url": f"/api/agent/runs/{run.id}/events?after_seq=0-0",
+        "stream_url": f"/api/agent/runs/{run.id}/events",
     }
 
 
-def _format_sse(data: dict, event: str | None = None) -> str:
-    lines = []
-    if event:
-        lines.append(f"event: {event}")
-    lines.append(f"data: {json.dumps(data, ensure_ascii=False)}")
+def _format_sse(data: dict, event: str, event_id: str | None = None) -> str:
+    lines = [f"event: {event}", f"data: {json.dumps(data, ensure_ascii=False)}"]
+    if event_id:
+        lines.append(f"id: {event_id}")
     lines.append("")
     return "\n".join(lines) + "\n"
 
 
+def _format_heartbeat() -> str:
+    return ": heartbeat\n\n"
+
+
 async def create_agent_run_view(
     *,
-    query: str,
+    query: str | None,
     agent_id: str,
     thread_id: str,
     meta: dict,
     image_content: str | None,
     current_uid: str,
     db: AsyncSession,
+    resume: object | None = None,
+    parent_run_id: str | None = None,
+    resume_request_id: str | None = None,
 ) -> dict:
-    if not query:
-        raise HTTPException(status_code=422, detail="query 不能为空")
+    if not query and resume is None:
+        raise HTTPException(status_code=422, detail="query 或 resume 不能为空")
 
     if not thread_id:
         raise HTTPException(status_code=422, detail="thread_id 不能为空")
@@ -87,9 +93,22 @@ async def create_agent_run_view(
     if not agent_manager.get_agent(agent_item.backend_id):
         raise HTTPException(status_code=404, detail=f"智能体后端 {agent_item.backend_id} 不存在")
 
-    request_id = str((meta or {}).get("request_id") or uuid.uuid4())
+    run_type = "resume" if resume is not None else "chat"
+    request_id = str(resume_request_id or (meta or {}).get("request_id") or uuid.uuid4())
     config = {"thread_id": thread_id, "agent_id": agent_id}
     run_repo = AgentRunRepository(db)
+    if run_type == "resume":
+        if not parent_run_id:
+            raise HTTPException(status_code=422, detail="parent_run_id 不能为空")
+        parent_run = await run_repo.get_run_for_user(parent_run_id, str(current_uid))
+        if not parent_run or parent_run.thread_id != thread_id:
+            raise HTTPException(status_code=404, detail="被恢复的运行任务不存在")
+        if parent_run.status != "interrupted":
+            raise HTTPException(status_code=409, detail="只有 interrupted run 可以恢复")
+        if resume_request_id:
+            existing_resume = await run_repo.get_resume_run(parent_run_id, resume_request_id)
+            if existing_resume and existing_resume.uid == str(current_uid):
+                return _build_run_response(existing_resume)
     existing = await run_repo.get_run_by_request_id(request_id)
     if existing and existing.uid == str(current_uid):
         return _build_run_response(existing)
@@ -98,7 +117,11 @@ async def create_agent_run_view(
 
     run_id = str(uuid.uuid4())
     input_payload = {
-        "query": query,
+        "query": query or "",
+        "resume": resume,
+        "parent_run_id": parent_run_id,
+        "resume_request_id": resume_request_id,
+        "run_type": run_type,
         "config": config or {},
         "image_content": image_content,
         "agent_id": agent_id,
@@ -117,7 +140,38 @@ async def create_agent_run_view(
             uid=str(current_uid),
             request_id=request_id,
             input_payload=input_payload,
+            conversation_id=conversation.id,
+            parent_run_id=parent_run_id,
+            run_type=run_type,
+            resume_request_id=resume_request_id,
+            checkpoint_thread_id=thread_id,
         )
+        input_content = query or json.dumps(resume, ensure_ascii=False)
+        input_metadata = {
+            "request_id": request_id,
+            "run_id": run_id,
+            "run_type": run_type,
+            "parent_run_id": parent_run_id,
+            "resume": resume,
+            "attachments": [],
+        }
+        if run_type == "resume":
+            input_metadata["source"] = "ask_user_question_resume"
+
+        input_message = Message(
+            conversation_id=conversation.id,
+            role="user",
+            content=input_content,
+            message_type="resume" if run_type == "resume" else "text",
+            image_content=image_content,
+            run_id=run_id,
+            request_id=request_id,
+            delivery_status="complete",
+            extra_metadata=input_metadata,
+        )
+        db.add(input_message)
+        await db.flush()
+        await run_repo.set_input_message(run_id, input_message.id)
         await db.commit()
     except IntegrityError:
         await db.rollback()
@@ -170,7 +224,6 @@ async def stream_agent_run_events(
                     run = await repo.get_run_for_user(run_id, str(current_uid))
                     if not run:
                         yield _format_sse({"run_id": run_id, "message": "运行任务不存在"}, event="error")
-                        yield _format_sse({"run_id": run_id, "last_seq": last_seq}, event="close")
                         return
             except asyncio.CancelledError:
                 raise
@@ -184,7 +237,6 @@ async def stream_agent_run_events(
                     },
                     event="error",
                 )
-                yield _format_sse({"run_id": run_id, "last_seq": last_seq}, event="close")
                 return
 
             try:
@@ -199,32 +251,38 @@ async def stream_agent_run_events(
                     },
                     event="error",
                 )
-                yield _format_sse({"run_id": run_id, "last_seq": last_seq}, event="close")
                 return
 
+            emitted_terminal = False
             for event in events:
                 seq = str(event.get("seq") or "0-0")
                 last_seq = seq
+                event_type = event.get("event_type") or "message"
+                envelope = event.get("payload") or {}
+                yield _format_sse(envelope, event=event_type, event_id=seq)
+                if event_type == "end":
+                    emitted_terminal = True
 
-                yield _format_sse(
-                    {
-                        "run_id": run_id,
-                        "seq": seq,
-                        "event_type": event.get("event_type") or "message",
-                        "payload": event.get("payload") or {},
-                        "ts": event.get("ts"),
-                    },
-                    event=event.get("event_type") or "message",
-                )
+            if emitted_terminal:
+                return
 
             if run.status in TERMINAL_RUN_STATUSES and not events:
                 terminal_seq = last_seq
                 if terminal_seq in {"", "0-0"}:
                     terminal_seq = await get_last_run_stream_seq(run_id)
-
+                if terminal_seq in {"", "0-0"}:
+                    terminal_seq = None
                 yield _format_sse(
-                    {"run_id": run_id, "status": run.status, "last_seq": terminal_seq},
-                    event="close",
+                    {
+                        "schema_version": 1,
+                        "run_id": run_id,
+                        "thread_id": run.thread_id,
+                        "event": "end",
+                        "payload": {"status": run.status},
+                        "created_at": utc_now_naive().isoformat(),
+                    },
+                    event="end",
+                    event_id=terminal_seq,
                 )
                 return
 
@@ -232,11 +290,10 @@ async def stream_agent_run_events(
             elapsed_seconds = (now - started_at).total_seconds()
             heartbeat_elapsed = (now - last_heartbeat_ts).total_seconds()
             if heartbeat_elapsed >= SSE_HEARTBEAT_SECONDS:
-                yield _format_sse({"run_id": run_id, "last_seq": last_seq}, event="heartbeat")
+                yield _format_heartbeat()
                 last_heartbeat_ts = now
 
             if elapsed_seconds >= SSE_MAX_CONNECTION_MINUTES * 60:
-                yield _format_sse({"run_id": run_id, "last_seq": last_seq}, event="close")
                 return
 
             await asyncio.sleep(SSE_POLL_INTERVAL_SECONDS)
@@ -248,15 +305,27 @@ async def get_active_run_by_thread(*, thread_id: str, current_uid: str, db: Asyn
     from sqlalchemy import select
     from yuxi.storage.postgres.models_business import AgentRun
 
-    result = await db.execute(
+    active_result = await db.execute(
         select(AgentRun)
         .where(
             AgentRun.thread_id == thread_id,
             AgentRun.uid == str(current_uid),
-            AgentRun.status.notin_(list(TERMINAL_RUN_STATUSES)),
+            AgentRun.status.in_(["pending", "running", "cancel_requested"]),
         )
         .order_by(AgentRun.created_at.desc())
         .limit(1)
     )
-    run = result.scalar_one_or_none()
+    run = active_result.scalar_one_or_none()
+    if not run:
+        interrupted_result = await db.execute(
+            select(AgentRun)
+            .where(
+                AgentRun.thread_id == thread_id,
+                AgentRun.uid == str(current_uid),
+                AgentRun.status == "interrupted",
+            )
+            .order_by(AgentRun.created_at.desc())
+            .limit(1)
+        )
+        run = interrupted_result.scalar_one_or_none()
     return {"run": run.to_dict() if run else None}
diff --git a/backend/package/yuxi/services/chat_service.py b/backend/package/yuxi/services/chat_service.py
index 7669e385..3b5ed5e8 100644
--- a/backend/package/yuxi/services/chat_service.py
+++ b/backend/package/yuxi/services/chat_service.py
@@ -711,6 +711,7 @@ async def stream_agent_chat(
     image_content: str | None,
     current_user,
     db,
+    save_user_message: bool = True,
 ) -> AsyncIterator[bytes]:
     start_time = asyncio.get_event_loop().time()
 
@@ -819,21 +820,22 @@ async def stream_agent_chat(
             init_msg["image_content"] = image_content
         yield make_chunk(status="init", meta=meta, msg=init_msg)
 
-        try:
-            await conv_repo.add_message_by_thread_id(
-                thread_id=thread_id,
-                role="user",
-                content=query,
-                message_type=message_type,
-                image_content=image_content,
-                extra_metadata={
-                    "raw_message": human_message.model_dump(),
-                    "request_id": meta.get("request_id"),
-                    "attachments": request_attachments,
-                },
-            )
-        except Exception as e:
-            logger.error(f"Error saving user message: {e}")
+        if save_user_message:
+            try:
+                await conv_repo.add_message_by_thread_id(
+                    thread_id=thread_id,
+                    role="user",
+                    content=query,
+                    message_type=message_type,
+                    image_content=image_content,
+                    extra_metadata={
+                        "raw_message": human_message.model_dump(),
+                        "request_id": meta.get("request_id"),
+                        "attachments": request_attachments,
+                    },
+                )
+            except Exception as e:
+                logger.error(f"Error saving user message: {e}")
 
         # 先构建 langgraph_config
         langgraph_config = {"configurable": {"thread_id": thread_id, "uid": uid}}
@@ -1001,8 +1003,7 @@ async def stream_agent_resume(
             + b"\n"
         )
 
-    init_msg = {"type": "system", "content": f"Resume with input: {resume_input}"}
-    yield make_resume_chunk(status="init", meta=meta, msg=init_msg)
+    yield make_resume_chunk(status="init", meta=meta)
 
     resume_command = Command(resume=resume_input)
 
diff --git a/backend/package/yuxi/services/oidc_service.py b/backend/package/yuxi/services/oidc_service.py
index 27a38d5a..a4972234 100644
--- a/backend/package/yuxi/services/oidc_service.py
+++ b/backend/package/yuxi/services/oidc_service.py
@@ -855,7 +855,7 @@ async def oidc_callback_handler(code: str, state: str, db, request: Request | No
     response_data = {
         "access_token": jwt_token,
         "token_type": "bearer",
-        "uid": user.id,
+        "user_id": user.id,
         "username": user.username,
         "uid": user.uid,
         "phone_number": user.phone_number,
diff --git a/backend/package/yuxi/services/run_queue_service.py b/backend/package/yuxi/services/run_queue_service.py
index c0de3bae..e6c13d35 100644
--- a/backend/package/yuxi/services/run_queue_service.py
+++ b/backend/package/yuxi/services/run_queue_service.py
@@ -159,13 +159,22 @@ async def clear_cancel_signal(run_id: str) -> None:
         logger.warning(f"Failed to clear cancel signal for run {run_id}: {e}")
 
 
-async def append_run_stream_event(run_id: str, event_type: str, payload: dict) -> str:
+async def append_run_stream_event(run_id: str, event_type: str, payload: dict, *, thread_id: str | None = None) -> str:
     redis = await get_redis_client()
     key = _event_stream_key(run_id)
-    now_ms = int(datetime.now(tz=UTC).timestamp() * 1000)
+    now = datetime.now(tz=UTC)
+    now_ms = int(now.timestamp() * 1000)
+    envelope = {
+        "schema_version": 1,
+        "run_id": run_id,
+        "thread_id": thread_id,
+        "event": event_type,
+        "payload": payload or {},
+        "created_at": now.isoformat(),
+    }
     fields = {
         "event_type": event_type,
-        "payload": json.dumps(payload or {}, ensure_ascii=False),
+        "payload": json.dumps(envelope, ensure_ascii=False),
         "ts": str(now_ms),
     }
 
@@ -198,11 +207,22 @@ async def list_run_stream_events(
         except Exception:
             payload = {}
 
+        event_type = fields.get("event_type") or "message"
+        if not isinstance(payload, dict) or payload.get("schema_version") != 1:
+            payload = {
+                "schema_version": 1,
+                "run_id": run_id,
+                "thread_id": None,
+                "event": event_type,
+                "payload": payload if isinstance(payload, dict) else {},
+                "created_at": None,
+            }
+
         ts_value = fields.get("ts")
         events.append(
             {
                 "seq": str(event_id),
-                "event_type": fields.get("event_type") or "message",
+                "event_type": event_type,
                 "payload": payload,
                 "ts": int(ts_value) if ts_value else None,
             }
diff --git a/backend/package/yuxi/services/run_worker.py b/backend/package/yuxi/services/run_worker.py
index 78272eae..0d3d1cf6 100644
--- a/backend/package/yuxi/services/run_worker.py
+++ b/backend/package/yuxi/services/run_worker.py
@@ -11,15 +11,15 @@ from dataclasses import dataclass, field
 from sqlalchemy import select
 from sqlalchemy.exc import OperationalError
 from yuxi.repositories.agent_run_repository import TERMINAL_RUN_STATUSES, AgentRunRepository
-from yuxi.services.chat_service import stream_agent_chat
+from yuxi.services.chat_service import stream_agent_chat, stream_agent_resume
 from yuxi.services.mcp_service import ensure_builtin_mcp_servers_in_db
-from yuxi.services.skill_service import init_builtin_skills
 from yuxi.services.run_queue_service import (
     append_run_stream_event,
     clear_cancel_signal,
     has_cancel_signal,
     wait_for_cancel_signal,
 )
+from yuxi.services.skill_service import init_builtin_skills
 from yuxi.storage.postgres.manager import pg_manager
 from yuxi.storage.postgres.models_business import User
 from yuxi.utils.logging_config import logger
@@ -77,8 +77,9 @@ class RunContext:
 
 
 class ChunkedEventWriter:
-    def __init__(self, run_id: str, interval_ms: int = 100, max_chars: int = 512):
+    def __init__(self, run_id: str, thread_id: str | None, interval_ms: int = 100, max_chars: int = 512):
         self.run_id = run_id
+        self.thread_id = thread_id
         self.interval_seconds = interval_ms / 1000
         self.max_chars = max_chars
         self.buffer: list[dict] = []
@@ -97,7 +98,7 @@ class ChunkedEventWriter:
     async def flush(self):
         if not self.buffer:
             return
-        await append_run_event(self.run_id, "loading", {"items": self.buffer})
+        await append_run_event(self.run_id, "messages", {"items": self.buffer}, thread_id=self.thread_id)
         self.buffer = []
         self.buffer_chars = 0
         self.last_flush = time.monotonic()
@@ -109,8 +110,8 @@ async def _get_run(run_id: str):
         return await repo.get_run(run_id)
 
 
-async def append_run_event(run_id: str, event_type: str, payload: dict):
-    await append_run_stream_event(run_id, event_type, payload)
+async def append_run_event(run_id: str, event_type: str, payload: dict, *, thread_id: str | None = None):
+    await append_run_stream_event(run_id, event_type, payload, thread_id=thread_id)
 
 
 async def mark_run_running(run_id: str):
@@ -169,6 +170,31 @@ def _iter_json_chunks(chunk_bytes: bytes) -> list[dict]:
     return chunks
 
 
+def _map_chunk_to_run_event(chunk: dict) -> tuple[str, dict]:
+    status = chunk.get("status") or "event"
+    if status == "loading":
+        return "messages", {"chunk": chunk}
+    if status == "agent_state":
+        return "custom", {"name": "yuxi.agent_state", "chunk": chunk, "agent_state": chunk.get("agent_state") or {}}
+    if status in {"ask_user_question_required", "human_approval_required", "interrupted"}:
+        reason = "human_approval" if status == "human_approval_required" else status
+        return "interrupt", {"reason": reason, "chunk": chunk}
+    if status == "warning":
+        return "custom", {"name": "yuxi.warning", "chunk": chunk}
+    if status == "error":
+        return "error", {"chunk": chunk, "retryable": bool(chunk.get("retryable"))}
+    if status == "finished":
+        return "end", {"status": "completed", "chunk": chunk}
+    return "custom", {"name": f"yuxi.{status}", "chunk": chunk}
+
+
+async def _append_end_event(run_id: str, status: str, *, thread_id: str | None, payload: dict | None = None):
+    end_payload = {"status": status}
+    if payload:
+        end_payload.update(payload)
+    await append_run_event(run_id, "end", end_payload, thread_id=thread_id)
+
+
 async def _consume_stream_with_cancel(agen, run_ctx: RunContext):
     while True:
         next_task = asyncio.create_task(agen.__anext__())
@@ -200,11 +226,14 @@ async def process_agent_run(ctx, run_id: str):
 
     payload = run.input_payload or {}
     query = payload.get("query")
+    resume_input = payload.get("resume")
+    run_type = payload.get("run_type") or "chat"
     config = payload.get("config") or {}
     agent_id = payload.get("agent_id")
     image_content = payload.get("image_content")
     uid = payload.get("uid")
     request_id = payload.get("request_id")
+    thread_id = config.get("thread_id") or payload.get("thread_id")
 
     user = await _load_user(uid)
     if not user:
@@ -229,23 +258,45 @@ async def process_agent_run(ctx, run_id: str):
     run_ctx = RunContext(run_id=run_id)
     writer = ChunkedEventWriter(
         run_id=run_id,
+        thread_id=thread_id,
         interval_ms=LOADING_FLUSH_INTERVAL_MS,
         max_chars=LOADING_FLUSH_MAX_CHARS,
     )
     await run_ctx.start()
+    await append_run_event(
+        run_id,
+        "metadata",
+        {
+            "request_id": request_id,
+            "agent_id": agent_id,
+            "backend_id": payload.get("backend_id"),
+            "uid": uid,
+        },
+        thread_id=thread_id,
+    )
     terminal_set = False
 
     try:
         async with pg_manager.get_async_session_context() as db:
-            stream = stream_agent_chat(
-                query=query,
-                agent_id=config.get("agent_id") or agent_id,
-                thread_id=config.get("thread_id"),
-                meta=meta,
-                image_content=image_content,
-                current_user=user,
-                db=db,
-            )
+            if run_type == "resume":
+                stream = stream_agent_resume(
+                    thread_id=thread_id,
+                    resume_input=resume_input,
+                    meta=meta,
+                    current_user=user,
+                    db=db,
+                )
+            else:
+                stream = stream_agent_chat(
+                    query=query,
+                    agent_id=config.get("agent_id") or agent_id,
+                    thread_id=thread_id,
+                    meta=meta,
+                    image_content=image_content,
+                    current_user=user,
+                    db=db,
+                    save_user_message=False,
+                )
 
             async for chunk_bytes in _consume_stream_with_cancel(stream, run_ctx):
                 for chunk in _iter_json_chunks(chunk_bytes):
@@ -255,10 +306,13 @@ async def process_agent_run(ctx, run_id: str):
 
                     await writer.flush()
                     status = chunk.get("status") or "event"
-                    await append_run_event(run_id, status, {"chunk": chunk})
+                    event_type, event_payload = _map_chunk_to_run_event(chunk)
+                    if event_type != "end":
+                        await append_run_event(run_id, event_type, event_payload, thread_id=thread_id)
 
                     if status == "finished":
                         await mark_run_terminal(run_id, "completed")
+                        await _append_end_event(run_id, "completed", thread_id=thread_id, payload={"chunk": chunk})
                         terminal_set = True
                     elif status == "error":
                         await mark_run_terminal(
@@ -267,6 +321,7 @@ async def process_agent_run(ctx, run_id: str):
                             error_type=chunk.get("error_type") or "stream_error",
                             error_message=chunk.get("error_message") or chunk.get("message"),
                         )
+                        await _append_end_event(run_id, "failed", thread_id=thread_id, payload={"chunk": chunk})
                         terminal_set = True
                     elif status == "interrupted":
                         status_value = "cancelled" if await _is_cancel_requested(run_id) else "interrupted"
@@ -276,8 +331,9 @@ async def process_agent_run(ctx, run_id: str):
                             error_type=status_value,
                             error_message=chunk.get("message"),
                         )
+                        await _append_end_event(run_id, status_value, thread_id=thread_id, payload={"chunk": chunk})
                         terminal_set = True
-                    elif status == "ask_user_question_required":
+                    elif status in {"ask_user_question_required", "human_approval_required"}:
                         questions = chunk.get("questions") if isinstance(chunk, dict) else None
                         first_question = ""
                         if isinstance(questions, list) and questions:
@@ -288,9 +344,10 @@ async def process_agent_run(ctx, run_id: str):
                         await mark_run_terminal(
                             run_id,
                             "interrupted",
-                            error_type="ask_user_question_required",
+                            error_type=status,
                             error_message=first_question or "需要用户回答问题",
                         )
+                        await _append_end_event(run_id, "interrupted", thread_id=thread_id, payload={"chunk": chunk})
                         terminal_set = True
 
                     if await run_ctx.is_cancelled():
@@ -298,36 +355,40 @@ async def process_agent_run(ctx, run_id: str):
 
         await writer.flush()
         if not terminal_set:
+            finished_chunk = {"status": "finished", "request_id": request_id}
             await mark_run_terminal(run_id, "completed")
-            await append_run_event(run_id, "finished", {"chunk": {"status": "finished", "request_id": request_id}})
+            await _append_end_event(run_id, "completed", thread_id=thread_id, payload={"chunk": finished_chunk})
 
     except asyncio.CancelledError:
         await writer.flush()
+        cancel_chunk = {"status": "interrupted", "message": "对话已取消", "request_id": request_id}
         await append_run_event(
             run_id,
-            "interrupted",
-            {"chunk": {"status": "interrupted", "message": "对话已取消", "request_id": request_id}},
+            "interrupt",
+            {"reason": "cancelled", "chunk": cancel_chunk},
+            thread_id=thread_id,
         )
         await mark_run_terminal(run_id, "cancelled", error_type="cancelled", error_message="对话已取消")
+        await _append_end_event(run_id, "cancelled", thread_id=thread_id, payload={"chunk": cancel_chunk})
         logger.info(f"Run cancelled: {run_id}")
     except Exception as e:
         await writer.flush()
         if _is_retryable_exception(e):
             job_try = _job_try(ctx)
             logger.warning(f"Run retryable failure {run_id} (try={job_try}): {e}")
+            retryable_error_chunk = {
+                "status": "error",
+                "error_type": "retryable_worker_error",
+                "error_message": str(e),
+                "request_id": request_id,
+                "retryable": True,
+                "job_try": job_try,
+            }
             await append_run_event(
                 run_id,
                 "error",
-                {
-                    "chunk": {
-                        "status": "error",
-                        "error_type": "retryable_worker_error",
-                        "error_message": str(e),
-                        "request_id": request_id,
-                        "retryable": True,
-                        "job_try": job_try,
-                    }
-                },
+                {"chunk": retryable_error_chunk, "retryable": True},
+                thread_id=thread_id,
             )
             if _is_last_try(ctx):
                 await mark_run_terminal(
@@ -336,6 +397,12 @@ async def process_agent_run(ctx, run_id: str):
                     error_type="retryable_worker_error",
                     error_message=str(e),
                 )
+                await _append_end_event(
+                    run_id,
+                    "failed",
+                    thread_id=thread_id,
+                    payload={"chunk": retryable_error_chunk},
+                )
                 logger.error(f"Run failed after retries exhausted {run_id}: {e}")
                 return
 
@@ -344,20 +411,21 @@ async def process_agent_run(ctx, run_id: str):
             raise RetryableRunError(str(e)) from e
 
         logger.error(f"Run failed {run_id}: {e}")
+        error_chunk = {
+            "status": "error",
+            "error_type": "worker_error",
+            "error_message": str(e),
+            "request_id": request_id,
+            "retryable": False,
+        }
         await append_run_event(
             run_id,
             "error",
-            {
-                "chunk": {
-                    "status": "error",
-                    "error_type": "worker_error",
-                    "error_message": str(e),
-                    "request_id": request_id,
-                    "retryable": False,
-                }
-            },
+            {"chunk": error_chunk, "retryable": False},
+            thread_id=thread_id,
         )
         await mark_run_terminal(run_id, "failed", error_type="worker_error", error_message=str(e))
+        await _append_end_event(run_id, "failed", thread_id=thread_id, payload={"chunk": error_chunk})
         return
     finally:
         await run_ctx.close()
diff --git a/backend/package/yuxi/storage/postgres/manager.py b/backend/package/yuxi/storage/postgres/manager.py
index f563a0f2..80e53da8 100644
--- a/backend/package/yuxi/storage/postgres/manager.py
+++ b/backend/package/yuxi/storage/postgres/manager.py
@@ -447,23 +447,6 @@ class PostgresManager(metaclass=SingletonMeta):
                 updated_at TIMESTAMPTZ DEFAULT NOW()
             )
             """,
-            """
-            CREATE TABLE IF NOT EXISTS agent_runs (
-                id VARCHAR(64) PRIMARY KEY,
-                thread_id VARCHAR(64) NOT NULL,
-                agent_id VARCHAR(64) NOT NULL,
-                uid VARCHAR(64) NOT NULL,
-                status VARCHAR(32) NOT NULL DEFAULT 'pending',
-                request_id VARCHAR(64) NOT NULL UNIQUE,
-                input_payload JSONB NOT NULL DEFAULT '{}'::jsonb,
-                error_type VARCHAR(64),
-                error_message TEXT,
-                started_at TIMESTAMPTZ,
-                finished_at TIMESTAMPTZ,
-                created_at TIMESTAMPTZ NOT NULL DEFAULT NOW(),
-                updated_at TIMESTAMPTZ NOT NULL DEFAULT NOW()
-            )
-            """,
             "CREATE INDEX IF NOT EXISTS idx_agent_runs_uid_created ON agent_runs(uid, created_at DESC)",
             "CREATE INDEX IF NOT EXISTS idx_agent_runs_thread_created ON agent_runs(thread_id, created_at DESC)",
             "CREATE INDEX IF NOT EXISTS idx_agent_runs_status_updated ON agent_runs(status, updated_at)",
diff --git a/backend/package/yuxi/storage/postgres/models_business.py b/backend/package/yuxi/storage/postgres/models_business.py
index 1c9a2419..69e9cef8 100644
--- a/backend/package/yuxi/storage/postgres/models_business.py
+++ b/backend/package/yuxi/storage/postgres/models_business.py
@@ -300,6 +300,9 @@ class Message(Base):
     token_count = Column(Integer, nullable=True, comment="Token count (optional)")
     extra_metadata = Column(JSON, nullable=True, comment="Additional metadata (complete message dump)")
     image_content = Column(Text, nullable=True, comment="Base64 encoded image content for multimodal messages")
+    run_id = Column(String(64), ForeignKey("agent_runs.id"), nullable=True, index=True, comment="Agent run ID")
+    request_id = Column(String(64), nullable=True, index=True, comment="Request ID for idempotency")
+    delivery_status = Column(String(32), nullable=False, default="complete", comment="Message status")
 
     # Relationships
     conversation = relationship("Conversation", back_populates="messages")
@@ -317,6 +320,9 @@ class Message(Base):
             "token_count": self.token_count,
             "metadata": self.extra_metadata or {},
             "image_content": self.image_content,
+            "run_id": self.run_id,
+            "request_id": self.request_id,
+            "status": self.delivery_status,
             "tool_calls": [tc.to_dict() for tc in self.tool_calls] if self.tool_calls else [],
         }
 
@@ -769,6 +775,16 @@ class AgentRun(Base):
         comment="Run status: pending/running/completed/failed/cancel_requested/cancelled/interrupted",
     )
     request_id = Column(String(64), unique=True, index=True, nullable=False, comment="Idempotency request ID")
+    conversation_id = Column(
+        Integer, ForeignKey("conversations.id"), nullable=True, index=True, comment="Conversation ID"
+    )
+    parent_run_id = Column(String(64), nullable=True, index=True, comment="Parent interrupted run ID")
+    run_type = Column(String(32), nullable=False, default="chat", comment="Run type: chat/resume")
+    resume_request_id = Column(String(64), nullable=True, index=True, comment="Resume idempotency request ID")
+    input_message_id = Column(Integer, nullable=True, comment="Input message ID")
+    output_message_id = Column(Integer, nullable=True, comment="Output message ID")
+    checkpoint_thread_id = Column(String(64), nullable=True, comment="LangGraph checkpoint thread ID")
+    last_event_id = Column(String(64), nullable=True, comment="Last Redis stream event ID")
     input_payload = Column(JSON, nullable=False, default=dict, comment="Original input payload")
     error_type = Column(String(64), nullable=True, comment="Error type")
     error_message = Column(Text, nullable=True, comment="Error message")
@@ -785,6 +801,14 @@ class AgentRun(Base):
             "uid": self.uid,
             "status": self.status,
             "request_id": self.request_id,
+            "conversation_id": self.conversation_id,
+            "parent_run_id": self.parent_run_id,
+            "run_type": self.run_type,
+            "resume_request_id": self.resume_request_id,
+            "input_message_id": self.input_message_id,
+            "output_message_id": self.output_message_id,
+            "checkpoint_thread_id": self.checkpoint_thread_id,
+            "last_event_id": self.last_event_id,
             "input_payload": self.input_payload or {},
             "error_type": self.error_type,
             "error_message": self.error_message,
diff --git a/backend/server/routers/agent_router.py b/backend/server/routers/agent_router.py
index 58d3fc40..46264162 100644
--- a/backend/server/routers/agent_router.py
+++ b/backend/server/routers/agent_router.py
@@ -1,6 +1,8 @@
 from __future__ import annotations
 
-from fastapi import APIRouter, Depends, HTTPException
+from typing import Any
+
+from fastapi import APIRouter, Depends, Header, HTTPException
 from fastapi.responses import StreamingResponse
 from pydantic import BaseModel, Field
 from sqlalchemy.ext.asyncio import AsyncSession
@@ -46,11 +48,14 @@ class AgentUpdate(BaseModel):
 
 
 class AgentRunCreate(BaseModel):
-    query: str = Field(..., description="用户输入的问题")
+    query: str | None = Field(None, description="用户输入的问题")
     agent_id: str = Field(..., description="智能体 ID")
     thread_id: str = Field(..., description="会话线程 ID")
     meta: dict = Field(default_factory=dict, description="可选，请求追踪信息，例如 request_id")
     image_content: str | None = Field(None, description="可选，base64 图片内容")
+    resume: Any | None = Field(None, description="可选，恢复 interrupted run 的输入")
+    parent_run_id: str | None = Field(None, description="可选，被恢复的 run ID")
+    resume_request_id: str | None = Field(None, description="可选，resume 幂等键")
 
 
 class AgentChatRequest(BaseModel):
@@ -293,6 +298,9 @@ async def create_agent_run(
         image_content=payload.image_content,
         current_uid=str(current_user.uid),
         db=db,
+        resume=payload.resume,
+        parent_run_id=payload.parent_run_id,
+        resume_request_id=payload.resume_request_id,
     )
 
 
@@ -311,9 +319,15 @@ async def cancel_agent_run(
 
 
 @agent_router.get("/runs/{run_id}/events")
-async def stream_run_events(run_id: str, after_seq: str = "0-0", current_user: User = Depends(get_required_user)):
+async def stream_run_events(
+    run_id: str,
+    after_seq: str = "0-0",
+    last_event_id: str | None = Header(default=None, alias="Last-Event-ID"),
+    current_user: User = Depends(get_required_user),
+):
+    cursor = last_event_id or after_seq
     return StreamingResponse(
-        stream_agent_run_events(run_id=run_id, after_seq=after_seq, current_uid=str(current_user.uid)),
+        stream_agent_run_events(run_id=run_id, after_seq=cursor, current_uid=str(current_user.uid)),
         media_type="text/event-stream",
         headers={"Cache-Control": "no-cache", "Connection": "keep-alive", "X-Accel-Buffering": "no"},
     )
diff --git a/backend/test/unit/services/test_agent_run_service.py b/backend/test/unit/services/test_agent_run_service.py
index 7dce295e..e8c0a096 100644
--- a/backend/test/unit/services/test_agent_run_service.py
+++ b/backend/test/unit/services/test_agent_run_service.py
@@ -4,21 +4,12 @@ from contextlib import asynccontextmanager
 from types import SimpleNamespace
 
 import pytest
-from sqlalchemy.exc import IntegrityError
 
 import yuxi.services.agent_run_service as agent_run_service
 
 
-class FakeConfigRepo:
-    def __init__(self, db_session):
-        self.db = db_session
-
-    async def get_by_id(self, config_id: int):
-        return SimpleNamespace(id=config_id, agent_id="ChatbotAgent", uid="user-1")
-
-
 @pytest.mark.asyncio
-async def test_stream_agent_run_events_emits_error_and_close_on_db_error(monkeypatch: pytest.MonkeyPatch):
+async def test_stream_agent_run_events_emits_error_on_db_error(monkeypatch: pytest.MonkeyPatch):
     @asynccontextmanager
     async def fake_session_ctx():
         yield object()
@@ -42,14 +33,13 @@ async def test_stream_agent_run_events_emits_error_and_close_on_db_error(monkeyp
     ):
         chunks.append(chunk)
 
-    assert len(chunks) == 2
+    assert len(chunks) == 1
     assert chunks[0].startswith("event: error")
     assert '"reason": "db_error"' in chunks[0]
-    assert chunks[1].startswith("event: close")
 
 
 @pytest.mark.asyncio
-async def test_stream_agent_run_events_reads_redis_and_close_terminal(monkeypatch: pytest.MonkeyPatch):
+async def test_stream_agent_run_events_reads_redis_and_ends_on_end_event(monkeypatch: pytest.MonkeyPatch):
     @asynccontextmanager
     async def fake_session_ctx():
         yield object()
@@ -60,7 +50,7 @@ async def test_stream_agent_run_events_reads_redis_and_close_terminal(monkeypatc
 
         async def get_run_for_user(self, run_id: str, uid: str):
             del run_id, uid
-            return SimpleNamespace(status="completed")
+            return SimpleNamespace(status="completed", thread_id="thread-1")
 
     calls = {"count": 0}
 
@@ -71,21 +61,36 @@ async def test_stream_agent_run_events_reads_redis_and_close_terminal(monkeypatc
             return [
                 {
                     "seq": "1700000000000-0",
-                    "event_type": "loading",
-                    "payload": {"items": [{"status": "loading", "response": "你"}]},
+                    "event_type": "messages",
+                    "payload": {
+                        "schema_version": 1,
+                        "run_id": "run-1",
+                        "thread_id": "thread-1",
+                        "event": "messages",
+                        "payload": {"items": [{"status": "loading", "response": "你"}]},
+                        "created_at": "2026-05-27T00:00:00+00:00",
+                    },
                     "ts": 1700000000000,
-                }
+                },
+                {
+                    "seq": "1700000000001-0",
+                    "event_type": "end",
+                    "payload": {
+                        "schema_version": 1,
+                        "run_id": "run-1",
+                        "thread_id": "thread-1",
+                        "event": "end",
+                        "payload": {"status": "completed"},
+                        "created_at": "2026-05-27T00:00:01+00:00",
+                    },
+                    "ts": 1700000000001,
+                },
             ]
         return []
 
-    async def fake_last_seq(run_id: str):
-        del run_id
-        return "1700000000000-0"
-
     monkeypatch.setattr(agent_run_service.pg_manager, "get_async_session_context", fake_session_ctx)
     monkeypatch.setattr(agent_run_service, "AgentRunRepository", Repo)
     monkeypatch.setattr(agent_run_service, "list_run_stream_events", fake_list_events)
-    monkeypatch.setattr(agent_run_service, "get_last_run_stream_seq", fake_last_seq)
     monkeypatch.setattr(agent_run_service, "SSE_POLL_INTERVAL_SECONDS", 0)
 
     chunks = []
@@ -96,17 +101,36 @@ async def test_stream_agent_run_events_reads_redis_and_close_terminal(monkeypatc
     ):
         chunks.append(chunk)
 
-    assert any(item.startswith("event: loading") for item in chunks)
-    assert chunks[-1].startswith("event: close")
-    assert '"last_seq": "1700000000000-0"' in chunks[-1]
+    assert chunks[0].startswith("event: messages")
+    assert "id: 1700000000000-0" in chunks[0]
+    assert chunks[-1].startswith("event: end")
+    assert "id: 1700000000001-0" in chunks[-1]
 
 
 @pytest.mark.asyncio
-async def test_create_agent_run_commits_before_enqueue(monkeypatch: pytest.MonkeyPatch):
+async def test_create_agent_run_persists_input_before_enqueue(monkeypatch: pytest.MonkeyPatch):
+    class FakeResult:
+        def scalar_one_or_none(self):
+            return SimpleNamespace(uid="user-1", role="user")
+
     class FakeDB:
         def __init__(self):
             self.order: list[str] = []
             self.committed = False
+            self.added = []
+
+        async def execute(self, stmt):
+            del stmt
+            return FakeResult()
+
+        def add(self, item):
+            self.added.append(item)
+
+        async def flush(self):
+            self.order.append("flush")
+            for item in self.added:
+                if getattr(item, "id", None) is None:
+                    item.id = 10
 
         async def commit(self):
             self.order.append("commit")
@@ -117,14 +141,14 @@ async def test_create_agent_run_commits_before_enqueue(monkeypatch: pytest.Monke
 
     db = FakeDB()
     created_run = SimpleNamespace(
-        id="run-1",
+        id="",
         thread_id="thread-1",
         status="pending",
         request_id="req-1",
         uid="user-1",
     )
 
-    class Repo:
+    class RunRepo:
         def __init__(self, db_session):
             self.db = db_session
 
@@ -134,6 +158,13 @@ async def test_create_agent_run_commits_before_enqueue(monkeypatch: pytest.Monke
 
         async def create_run(self, **kwargs):
             assert kwargs["request_id"] == "req-1"
+            assert kwargs["conversation_id"] == 1
+            created_run.id = kwargs["run_id"]
+            return created_run
+
+        async def set_input_message(self, run_id: str, message_id: int):
+            assert run_id == created_run.id
+            assert message_id == 10
             return created_run
 
     class ConvRepo:
@@ -142,33 +173,36 @@ async def test_create_agent_run_commits_before_enqueue(monkeypatch: pytest.Monke
 
         async def get_conversation_by_thread_id(self, thread_id: str):
             del thread_id
-            return SimpleNamespace(
-                uid="user-1",
-                status="active",
-                department_id=1,
-                extra_metadata={"agent_config_id": 1},
-            )
+            return SimpleNamespace(id=1, uid="user-1", status="active", agent_id="default")
+
+    class AgentRepo:
+        def __init__(self, db_session):
+            self.db = db_session
+
+        async def get_visible_by_slug(self, slug: str, user):
+            del user
+            return SimpleNamespace(slug=slug, backend_id="ChatbotAgent")
 
     class Queue:
         async def enqueue_job(self, job_name: str, run_id: str, _job_id: str):
             assert job_name == "process_agent_run"
-            assert run_id == "run-1"
-            assert _job_id == "run:run-1"
+            assert run_id == created_run.id
+            assert _job_id == f"run:{created_run.id}"
             db.order.append("enqueue")
             assert db.committed is True
 
     async def fake_get_arq_pool():
         return Queue()
 
-    monkeypatch.setattr(agent_run_service.agent_manager, "get_agent", lambda agent_id: object())
-    monkeypatch.setattr(agent_run_service, "AgentConfigRepository", FakeConfigRepo)
+    monkeypatch.setattr(agent_run_service.agent_manager, "get_agent", lambda backend_id: object())
+    monkeypatch.setattr(agent_run_service, "AgentRepository", AgentRepo)
     monkeypatch.setattr(agent_run_service, "ConversationRepository", ConvRepo)
-    monkeypatch.setattr(agent_run_service, "AgentRunRepository", Repo)
+    monkeypatch.setattr(agent_run_service, "AgentRunRepository", RunRepo)
     monkeypatch.setattr(agent_run_service, "get_arq_pool", fake_get_arq_pool)
 
     result = await agent_run_service.create_agent_run_view(
         query="hello",
-        agent_config_id=1,
+        agent_id="default",
         thread_id="thread-1",
         meta={"request_id": "req-1"},
         image_content=None,
@@ -176,55 +210,83 @@ async def test_create_agent_run_commits_before_enqueue(monkeypatch: pytest.Monke
         db=db,
     )
 
-    assert db.order == ["commit", "enqueue"]
-    assert result["run_id"] == "run-1"
+    assert db.order[-2:] == ["commit", "enqueue"]
+    assert result["run_id"] == created_run.id
     assert result["request_id"] == "req-1"
+    assert db.added[0].run_id == created_run.id
+    assert db.added[0].request_id == "req-1"
 
 
 @pytest.mark.asyncio
-async def test_create_agent_run_handles_integrity_error_with_same_user_existing(monkeypatch: pytest.MonkeyPatch):
+async def test_create_resume_run_marks_input_message_source(monkeypatch: pytest.MonkeyPatch):
+    class FakeResult:
+        def scalar_one_or_none(self):
+            return SimpleNamespace(uid="user-1", role="user")
+
     class FakeDB:
         def __init__(self):
-            self.commit_called = 0
-            self.rollback_called = 0
+            self.order: list[str] = []
+            self.committed = False
+            self.added = []
+
+        async def execute(self, stmt):
+            del stmt
+            return FakeResult()
+
+        def add(self, item):
+            self.added.append(item)
+
+        async def flush(self):
+            self.order.append("flush")
+            for item in self.added:
+                if getattr(item, "id", None) is None:
+                    item.id = 11
 
         async def commit(self):
-            self.commit_called += 1
-            raise IntegrityError("insert", {"request_id": "req-1"}, Exception("duplicate"))
+            self.order.append("commit")
+            self.committed = True
 
         async def rollback(self):
-            self.rollback_called += 1
+            raise AssertionError("rollback should not be called")
 
     db = FakeDB()
-    existing_run = SimpleNamespace(
-        id="run-existing",
+    created_run = SimpleNamespace(
+        id="",
         thread_id="thread-1",
-        status="running",
-        request_id="req-1",
+        status="pending",
+        request_id="resume-req",
         uid="user-1",
     )
-    state = {"lookup_count": 0}
 
-    class Repo:
+    class RunRepo:
         def __init__(self, db_session):
             self.db = db_session
 
+        async def get_run_for_user(self, run_id: str, uid: str):
+            assert run_id == "parent-run"
+            assert uid == "user-1"
+            return SimpleNamespace(id=run_id, thread_id="thread-1", status="interrupted")
+
+        async def get_resume_run(self, parent_run_id: str, resume_request_id: str):
+            assert parent_run_id == "parent-run"
+            assert resume_request_id == "resume-req"
+            return None
+
         async def get_run_by_request_id(self, request_id: str):
-            del request_id
-            state["lookup_count"] += 1
-            if state["lookup_count"] == 1:
-                return None
-            return existing_run
+            assert request_id == "resume-req"
+            return None
 
         async def create_run(self, **kwargs):
-            del kwargs
-            return SimpleNamespace(
-                id="run-new",
-                thread_id="thread-1",
-                status="pending",
-                request_id="req-1",
-                uid="user-1",
-            )
+            assert kwargs["run_type"] == "resume"
+            assert kwargs["parent_run_id"] == "parent-run"
+            assert kwargs["resume_request_id"] == "resume-req"
+            created_run.id = kwargs["run_id"]
+            return created_run
+
+        async def set_input_message(self, run_id: str, message_id: int):
+            assert run_id == created_run.id
+            assert message_id == 11
+            return created_run
 
     class ConvRepo:
         def __init__(self, db_session):
@@ -232,106 +294,45 @@ async def test_create_agent_run_handles_integrity_error_with_same_user_existing(
 
         async def get_conversation_by_thread_id(self, thread_id: str):
             del thread_id
-            return SimpleNamespace(
-                uid="user-1",
-                status="active",
-                department_id=1,
-                extra_metadata={"agent_config_id": 1},
-            )
+            return SimpleNamespace(id=1, uid="user-1", status="active", agent_id="default")
+
+    class AgentRepo:
+        def __init__(self, db_session):
+            self.db = db_session
+
+        async def get_visible_by_slug(self, slug: str, user):
+            del user
+            return SimpleNamespace(slug=slug, backend_id="ChatbotAgent")
+
+    class Queue:
+        async def enqueue_job(self, job_name: str, run_id: str, _job_id: str):
+            assert job_name == "process_agent_run"
+            assert run_id == created_run.id
+            assert _job_id == f"run:{created_run.id}"
+            assert db.committed is True
 
     async def fake_get_arq_pool():
-        raise AssertionError("should not enqueue on integrity fallback")
+        return Queue()
 
-    monkeypatch.setattr(agent_run_service.agent_manager, "get_agent", lambda agent_id: object())
-    monkeypatch.setattr(agent_run_service, "AgentConfigRepository", FakeConfigRepo)
+    monkeypatch.setattr(agent_run_service.agent_manager, "get_agent", lambda backend_id: object())
+    monkeypatch.setattr(agent_run_service, "AgentRepository", AgentRepo)
     monkeypatch.setattr(agent_run_service, "ConversationRepository", ConvRepo)
-    monkeypatch.setattr(agent_run_service, "AgentRunRepository", Repo)
+    monkeypatch.setattr(agent_run_service, "AgentRunRepository", RunRepo)
     monkeypatch.setattr(agent_run_service, "get_arq_pool", fake_get_arq_pool)
 
     result = await agent_run_service.create_agent_run_view(
-        query="hello",
-        agent_config_id=1,
+        query=None,
+        agent_id="default",
         thread_id="thread-1",
-        meta={"request_id": "req-1"},
+        meta={"request_id": "resume-req"},
         image_content=None,
         current_uid="user-1",
         db=db,
+        resume={"language": "python"},
+        parent_run_id="parent-run",
+        resume_request_id="resume-req",
     )
 
-    assert db.commit_called == 1
-    assert db.rollback_called == 1
-    assert result["run_id"] == "run-existing"
-    assert result["status"] == "running"
-
-
-@pytest.mark.asyncio
-async def test_create_agent_run_integrity_error_returns_409_for_other_user(monkeypatch: pytest.MonkeyPatch):
-    class FakeDB:
-        async def commit(self):
-            raise IntegrityError("insert", {"request_id": "req-1"}, Exception("duplicate"))
-
-        async def rollback(self):
-            return None
-
-    db = FakeDB()
-    existing_run = SimpleNamespace(
-        id="run-existing",
-        thread_id="thread-1",
-        status="pending",
-        request_id="req-1",
-        uid="user-2",
-    )
-    state = {"lookup_count": 0}
-
-    class Repo:
-        def __init__(self, db_session):
-            self.db = db_session
-
-        async def get_run_by_request_id(self, request_id: str):
-            del request_id
-            state["lookup_count"] += 1
-            if state["lookup_count"] == 1:
-                return None
-            return existing_run
-
-        async def create_run(self, **kwargs):
-            del kwargs
-            return SimpleNamespace(
-                id="run-new",
-                thread_id="thread-1",
-                status="pending",
-                request_id="req-1",
-                uid="user-1",
-            )
-
-    class ConvRepo:
-        def __init__(self, db_session):
-            self.db = db_session
-
-        async def get_conversation_by_thread_id(self, thread_id: str):
-            del thread_id
-            return SimpleNamespace(
-                uid="user-1",
-                status="active",
-                department_id=1,
-                extra_metadata={"agent_config_id": 1},
-            )
-
-    monkeypatch.setattr(agent_run_service.agent_manager, "get_agent", lambda agent_id: object())
-    monkeypatch.setattr(agent_run_service, "AgentConfigRepository", FakeConfigRepo)
-    monkeypatch.setattr(agent_run_service, "ConversationRepository", ConvRepo)
-    monkeypatch.setattr(agent_run_service, "AgentRunRepository", Repo)
-
-    with pytest.raises(agent_run_service.HTTPException) as exc:
-        await agent_run_service.create_agent_run_view(
-            query="hello",
-            agent_config_id=1,
-            thread_id="thread-1",
-            meta={"request_id": "req-1"},
-            image_content=None,
-            current_uid="user-1",
-            db=db,
-        )
-
-    assert exc.value.status_code == 409
-    assert exc.value.detail == "request_id 冲突"
+    assert result["run_id"] == created_run.id
+    assert db.added[0].message_type == "resume"
+    assert db.added[0].extra_metadata["source"] == "ask_user_question_resume"
diff --git a/backend/test/unit/services/test_chat_stream_interrupt.py b/backend/test/unit/services/test_chat_stream_interrupt.py
index bbff3df1..77ed9c3f 100644
--- a/backend/test/unit/services/test_chat_stream_interrupt.py
+++ b/backend/test/unit/services/test_chat_stream_interrupt.py
@@ -1,7 +1,11 @@
 """测试 chat_service 中的 interrupt 相关函数"""
 
+import json
 import sys
 import os
+from types import SimpleNamespace
+
+import pytest
 
 sys.path.insert(0, os.getcwd())
 
@@ -9,6 +13,7 @@ from yuxi.services.chat_service import (
     _normalize_interrupt_questions,
     _build_ask_user_question_payload,
     _coerce_interrupt_payload,
+    stream_agent_resume,
 )
 from yuxi.utils.question_utils import normalize_options
 
@@ -173,6 +178,24 @@ class TestNormalizeInterruptQuestions:
         assert result[0]["question"] == "有效问题"
 
 
+@pytest.mark.asyncio
+async def test_stream_agent_resume_init_does_not_render_resume_input():
+    stream = stream_agent_resume(
+        thread_id="thread-1",
+        resume_input={"language": "python"},
+        meta={"request_id": "req-1"},
+        current_user=SimpleNamespace(uid="user-1"),
+        db=object(),
+    )
+
+    first_chunk = json.loads((await stream.__anext__()).decode("utf-8"))
+    await stream.aclose()
+
+    assert first_chunk["status"] == "init"
+    assert "msg" not in first_chunk
+    assert "Resume with input" not in json.dumps(first_chunk, ensure_ascii=False)
+
+
 class TestCoerceInterruptPayload:
     """测试 _coerce_interrupt_payload 函数"""
 
diff --git a/backend/test/unit/services/test_run_queue_service.py b/backend/test/unit/services/test_run_queue_service.py
index f07642ad..ecccc417 100644
--- a/backend/test/unit/services/test_run_queue_service.py
+++ b/backend/test/unit/services/test_run_queue_service.py
@@ -103,7 +103,9 @@ async def test_run_stream_event_roundtrip(monkeypatch: pytest.MonkeyPatch):
 
     events = await run_queue_service.list_run_stream_events(run_id, after_seq="0-0", limit=100)
     assert [item["event_type"] for item in events] == ["loading", "finished"]
-    assert events[0]["payload"] == {"items": [1]}
+    assert events[0]["payload"]["schema_version"] == 1
+    assert events[0]["payload"]["run_id"] == run_id
+    assert events[0]["payload"]["payload"] == {"items": [1]}
 
     next_events = await run_queue_service.list_run_stream_events(run_id, after_seq=seq1, limit=100)
     assert len(next_events) == 1
diff --git a/backend/test/unit/services/test_run_worker.py b/backend/test/unit/services/test_run_worker.py
index 57beb783..c3e9000b 100644
--- a/backend/test/unit/services/test_run_worker.py
+++ b/backend/test/unit/services/test_run_worker.py
@@ -90,8 +90,8 @@ async def test_process_agent_run_non_retryable_error_marks_failed(monkeypatch: p
     terminal_statuses: list[str] = []
     events: list[str] = []
 
-    async def fake_append_event(run_id: str, event_type: str, payload: dict):
-        del run_id, payload
+    async def fake_append_event(run_id: str, event_type: str, payload: dict, **kwargs):
+        del run_id, payload, kwargs
         events.append(event_type)
 
     async def fake_mark_terminal(run_id: str, status: str, error_type=None, error_message=None):
@@ -121,8 +121,8 @@ async def test_process_agent_run_retryable_error_retries_then_completes(monkeypa
     events: list[dict] = []
     attempts = {"count": 0}
 
-    async def fake_append_event(run_id: str, event_type: str, payload: dict):
-        del run_id
+    async def fake_append_event(run_id: str, event_type: str, payload: dict, **kwargs):
+        del run_id, kwargs
         events.append({"event_type": event_type, "payload": payload})
 
     async def fake_mark_terminal(run_id: str, status: str, error_type=None, error_message=None):
@@ -169,10 +169,20 @@ async def test_worker_startup_ensures_builtin_mcp_servers(monkeypatch: pytest.Mo
     async def fake_ensure_builtin_mcp_servers_in_db():
         calls.append("ensure_builtin_mcp_servers_in_db")
 
+    @asynccontextmanager
+    async def fake_session_ctx():
+        yield object()
+
+    async def fake_init_builtin_skills(session):
+        del session
+        calls.append("init_builtin_skills")
+
     monkeypatch.setattr(run_worker.pg_manager, "initialize", fake_initialize)
     monkeypatch.setattr(run_worker.pg_manager, "create_business_tables", fake_create_business_tables)
     monkeypatch.setattr(run_worker.pg_manager, "ensure_business_schema", fake_ensure_business_schema)
+    monkeypatch.setattr(run_worker.pg_manager, "get_async_session_context", fake_session_ctx)
     monkeypatch.setattr(run_worker, "ensure_builtin_mcp_servers_in_db", fake_ensure_builtin_mcp_servers_in_db)
+    monkeypatch.setattr(run_worker, "init_builtin_skills", fake_init_builtin_skills)
 
     await run_worker._worker_startup({})
 
@@ -181,4 +191,5 @@ async def test_worker_startup_ensures_builtin_mcp_servers(monkeypatch: pytest.Mo
         "create_business_tables",
         "ensure_business_schema",
         "ensure_builtin_mcp_servers_in_db",
+        "init_builtin_skills",
     ]
diff --git a/docs/develop-guides/roadmap.md b/docs/develop-guides/roadmap.md
index 0fdf8a88..a1bf508f 100644
--- a/docs/develop-guides/roadmap.md
+++ b/docs/develop-guides/roadmap.md
@@ -66,6 +66,7 @@
 - 收敛用户身份命名：原业务登录标识统一改为 `uid`，Agent/LangGraph runtime、conversation、agent_run、sandbox 路径和前端用户态均使用字符串 `uid`；`user_id` 仅保留给外部响应中的数值 `users.id` 或真实外键场景。
 - 工作区知识库分类显示：知识库侧边栏按创建者分组为“我的知识库”和“共享知识库”，自己创建的知识库显示在“我的知识库”下，非自己创建的显示在“共享知识库”下；`knowledge_bases` 表新增 `created_by` 字段记录创建者 uid。
 - 聊天附件新增 MinIO tmp 临时上传、可选 PDF/图片解析、确认后加入线程附件的流程；前端改为弹窗内上传、解析与确认。
+- 标准化 Agent run/SSE 执行链路：run 创建时持久化输入消息并提交后入队，worker 统一写入 Redis Stream envelope，SSE 输出 `event/data/id`、心跳注释、`Last-Event-ID` 回放和终止 `end` 事件；前端强制使用 run API 并支持 ask_user_question 中断后以 resume run 恢复。
 
 ---
 
diff --git a/notion_preresearch.md b/notion_preresearch.md
deleted file mode 100644
index e1d2965e..00000000
--- a/notion_preresearch.md
+++ /dev/null
@@ -1,159 +0,0 @@
-# Notion Zotero Knowledge Base Reader
-
-This folder contains a small Python CLI for reading the shared Notion `Zotero`
-knowledge base through the public Notion API.
-
-## Verified configuration
-
-- Connection token: provide through `NOTION_TOKEN`; do not hard-code it.
-- Required capability: read content.
-- Required sharing: the parent database must be shared with the connection.
-- Notion API version used by the script: `2026-03-11`.
-- Data source found: `Zotero`
-- Data source id: `1a958b0f-ad1f-4f78-a082-cbdc66a3cd23`
-
-## Usage
-
-```bash
-export NOTION_TOKEN="ntn_..."
-```
-
-Search shared pages/data sources by title:
-
-```bash
-./notion_kb_reader.py search zotero --type data_source --limit 5
-./notion_kb_reader.py search "chain of thought" --type page --limit 10
-```
-
-Query the Zotero data source and locally filter page properties:
-
-```bash
-./notion_kb_reader.py query \
-  --data-source-id 1a958b0f-ad1f-4f78-a082-cbdc66a3cd23 \
-  "reasoning" \
-  --limit 10
-```
-
-Read a page into Markdown-like text:
-
-```bash
-./notion_kb_reader.py read 12fee1d7-d69e-813b-81c8-f150b3d324af --output sample_page.md
-```
-
-Find text inside one page after fetching properties and block content:
-
-```bash
-./notion_kb_reader.py find 12fee1d7-d69e-813b-81c8-f150b3d324af reasoning
-```
-
-Search or query, select the first matched page, then read it:
-
-```bash
-./notion_kb_reader.py demo \
-  --data-source-id 1a958b0f-ad1f-4f78-a082-cbdc66a3cd23 \
-  "reasoning" \
-  --output first_match.md
-```
-
-```python
-#!/usr/bin/env python3
-"""Search and read a Notion knowledge base via the public API.
-
-Set NOTION_TOKEN before running:
-  export NOTION_TOKEN="ntn_..."
-"""
-
-from __future__ import annotations
-
-import argparse
-import json
-import os
-import sys
-import textwrap
-import time
-import urllib.error
-import urllib.parse
-import urllib.request
-from typing import Any
-
-
-API_BASE = "https://api.notion.com/v1"
-NOTION_VERSION = os.environ.get("NOTION_VERSION", "2026-03-11")
-
-
-class NotionAPIError(RuntimeError):
-    pass
-
-
-class NotionClient:
-    def __init__(self, token: str) -> None:
-        self.token = token
-
-    def request(
-        self,
-        method: str,
-        path: str,
-        body: dict[str, Any] | None = None,
-        query: dict[str, Any] | None = None,
-        retries: int = 4,
-    ) -> dict[str, Any]:
-        url = f"{API_BASE}{path}"
-        if query:
-            url += "?" + urllib.parse.urlencode(
-                {k: v for k, v in query.items() if v is not None}
-            )
-        data = json.dumps(body).encode("utf-8") if body is not None else None
-        headers = {
-            "Authorization": f"Bearer {self.token}",
-            "Notion-Version": NOTION_VERSION,
-            "Content-Type": "application/json",
-            "User-Agent": "notion-kb-reader/1.0",
-        }
-
-        for attempt in range(retries + 1):
-            req = urllib.request.Request(url, data=data, headers=headers, method=method)
-            try:
-                with urllib.request.urlopen(req, timeout=45) as resp:
-                    return json.loads(resp.read().decode("utf-8"))
-            except urllib.error.HTTPError as exc:
-                detail = exc.read().decode("utf-8", errors="replace")
-                retry_after = exc.headers.get("Retry-After")
-                if exc.code in {429, 500, 502, 503, 504} and attempt < retries:
-                    sleep_s = float(retry_after or min(2**attempt, 8))
-                    time.sleep(sleep_s)
-                    continue
-                raise NotionAPIError(f"HTTP {exc.code} {exc.reason}: {detail}") from exc
-            except urllib.error.URLError as exc:
-                if attempt < retries:
-                    time.sleep(min(2**attempt, 8))
-                    continue
-                raise NotionAPIError(str(exc)) from exc
-
-        raise NotionAPIError("request failed after retries")
-
-
-def require_token() -> str:
-    token = os.environ.get("NOTION_TOKEN") or os.environ.get("NOTION_API_KEY")
-    if not token:
-        raise SystemExit(
-            "Missing token. Run: export NOTION_TOKEN='ntn_...'\n"
-            "Tip: do not hard-code the token in this script."
-        )
-    return token
-
-
-def paginate(
-    client: NotionClient,
-    method: str,
-    path: str,
-    body: dict[str, Any] | None = None,
-    query: dict[str, Any] | None = None,
-    limit: int | None = None,
-) -> list[dict[str, Any]]:
-    results: list[dict[str, Any]] = []
-    cursor: str | None = None
-
-    while True:
-        request_body = dict(body or {})
-        request_query = dict(query or {})
-```
\ No newline at end of file
diff --git a/web/src/apis/agent_api.js b/web/src/apis/agent_api.js
index f42bcfdc..1b732ec7 100644
--- a/web/src/apis/agent_api.js
+++ b/web/src/apis/agent_api.js
@@ -1,10 +1,4 @@
-import {
-  apiGet,
-  apiPost,
-  apiDelete,
-  apiPut,
-  apiRequest
-} from './base'
+import { apiGet, apiPost, apiDelete, apiPut, apiRequest } from './base'
 import { useUserStore } from '@/stores/user'
 
 /**
@@ -18,30 +12,6 @@ import { useUserStore } from '@/stores/user'
 // =============================================================================
 
 export const agentApi = {
-  /**
-   * 发送聊天消息到指定智能体（流式响应）
-   * @param {Object} data - 聊天数据
-   * @returns {Promise} - 聊天响应流
-   */
-  sendAgentMessage: (data, options = {}) => {
-    const { signal, headers: extraHeaders, ...restOptions } = options || {}
-    const baseHeaders = {
-      'Content-Type': 'application/json',
-      ...useUserStore().getAuthHeaders()
-    }
-
-    return fetch('/api/agent/chat', {
-      method: 'POST',
-      body: JSON.stringify(data),
-      signal,
-      headers: {
-        ...baseHeaders,
-        ...(extraHeaders || {})
-      },
-      ...restOptions
-    })
-  },
-
   /**
    * 简单聊天调用（非流式）
    * @param {string} query - 查询内容
@@ -111,39 +81,12 @@ export const agentApi = {
    */
   getMessageFeedback: (messageId) => apiGet(`/api/chat/message/${messageId}/feedback`),
 
-
   createAgent: (payload) => apiPost('/api/agent', payload),
 
   updateAgent: (agentId, payload) => apiPut(`/api/agent/${agentId}`, payload),
 
   deleteAgent: (agentId) => apiDelete(`/api/agent/${agentId}`),
 
-  /**
-   * 恢复被人工审批中断的对话（流式响应）
-   * @param {string} threadId - 会话 ID
-   * @param {Object} data - 恢复数据 { answer: { question_id: answer }, approved }
-   * @param {Object} options - 可选参数（signal, headers等）
-   * @returns {Promise} - 恢复响应流
-   */
-  resumeAgentChat: (threadId, data, options = {}) => {
-    const { signal, headers: extraHeaders, ...restOptions } = options || {}
-    const baseHeaders = {
-      'Content-Type': 'application/json',
-      ...useUserStore().getAuthHeaders()
-    }
-
-    return fetch(`/api/chat/thread/${threadId}/resume`, {
-      method: 'POST',
-      body: JSON.stringify(data),
-      signal,
-      headers: {
-        ...baseHeaders,
-        ...(extraHeaders || {})
-      },
-      ...restOptions
-    })
-  },
-
   /**
    * 创建异步运行任务（Run）
    * @param {Object} data - run 请求体
@@ -155,7 +98,10 @@ export const agentApi = {
       agent_id: data.agent_id,
       thread_id: data.thread_id,
       meta: data.meta || {},
-      image_content: data.image_content || null
+      image_content: data.image_content || null,
+      resume: data.resume ?? null,
+      parent_run_id: data.parent_run_id || null,
+      resume_request_id: data.resume_request_id || null
     }),
 
   /**
@@ -188,16 +134,18 @@ export const agentApi = {
    */
   streamAgentRunEvents: (runId, afterSeq = '0-0', options = {}) => {
     const { signal } = options
-    return fetch(
-      `/api/agent/runs/${runId}/events?after_seq=${encodeURIComponent(String(afterSeq))}`,
-      {
-        method: 'GET',
-        headers: {
-          ...useUserStore().getAuthHeaders()
-        },
-        signal
-      }
-    )
+    const headers = {
+      ...useUserStore().getAuthHeaders()
+    }
+    const cursor = String(afterSeq || '0-0')
+    if (cursor && cursor !== '0-0') {
+      headers['Last-Event-ID'] = cursor
+    }
+    return fetch(`/api/agent/runs/${runId}/events`, {
+      method: 'GET',
+      headers,
+      signal
+    })
   }
 }
 
diff --git a/web/src/components/AgentChatComponent.vue b/web/src/components/AgentChatComponent.vue
index 9ff9516f..d832b318 100644
--- a/web/src/components/AgentChatComponent.vue
+++ b/web/src/components/AgentChatComponent.vue
@@ -234,8 +234,6 @@ const { threads, currentThreadId, currentThread } = storeToRefs(chatThreadsStore
 const userInput = ref('')
 const sendCooldownActive = ref(false)
 let sendCooldownTimer = null
-const useRunsApi = import.meta.env.VITE_USE_RUNS_API === 'true'
-
 // 预设的打招呼文本
 const greetingMessages = [
   '👋 您好，有什么可以帮您？',
@@ -1085,13 +1083,12 @@ const handleAttachmentRemove = async (attachment) => {
 }
 
 // ==================== 审批功能管理 ====================
-const { approvalState, handleApproval, processApprovalInStream } = useApproval({
+const { approvalState, processApprovalInStream } = useApproval({
   getThreadState,
-  resetOnGoingConv,
   fetchThreadMessages
 })
 
-const { handleAgentResponse, handleStreamChunk } = useAgentStreamHandler({
+const { handleStreamChunk } = useAgentStreamHandler({
   getThreadState,
   processApprovalInStream,
   currentAgentId,
@@ -1100,10 +1097,8 @@ const { handleAgentResponse, handleStreamChunk } = useAgentStreamHandler({
 })
 const { startRunStream, resumeActiveRunForThread, stopRunStreamSubscription } = useAgentRunStream({
   getThreadState,
-  useRunsApi,
   currentAgentId,
   handleStreamChunk,
-  processApprovalInStream,
   fetchThreadMessages,
   fetchAgentState,
   resetOnGoingConv,
@@ -1111,45 +1106,6 @@ const { startRunStream, resumeActiveRunForThread, stopRunStreamSubscription } =
   streamSmoother
 })
 
-// 发送消息并处理流式响应
-const sendMessage = async ({
-  agentId,
-  threadId,
-  text,
-  signal = undefined,
-  imageData = undefined,
-  requestId = '',
-  attachmentFileIds = []
-}) => {
-  if (!agentId || !threadId || !text) {
-    const error = new Error('Missing agent, thread, or message text')
-    handleChatError(error, 'send')
-    return Promise.reject(error)
-  }
-
-  const requestData = {
-    query: text,
-    agent_id: agentId,
-    thread_id: threadId,
-    meta: {
-      request_id: requestId,
-      attachment_file_ids: attachmentFileIds
-    }
-  }
-
-  // 如果有图片，添加到请求中
-  if (imageData && imageData.imageContent) {
-    requestData.image_content = imageData.imageContent
-  }
-
-  try {
-    return await agentApi.sendAgentMessage(requestData, signal ? { signal } : undefined)
-  } catch (error) {
-    handleChatError(error, 'send')
-    throw error
-  }
-}
-
 // ==================== CHAT ACTIONS ====================
 // 获取第一个非置顶的对话
 const getFirstNonPinnedChat = (chatList) => {
@@ -1289,72 +1245,6 @@ const handleSendMessage = async ({ image } = {}) => {
     .map((attachment) => attachment.file_id)
     .filter(Boolean)
 
-  if (useRunsApi) {
-    if ((threadMessages.value[threadId] || []).length === 0) {
-      const autoTitle = text.replace(/\s+/g, ' ').trim().slice(0, 2000)
-      if (autoTitle) {
-        void (async () => {
-          try {
-            const generatedTitle = await agentApi.generateTitle(
-              autoTitle,
-              configStore.config?.fast_model
-            )
-            if (generatedTitle) {
-              const finalTitle = generatedTitle.slice(0, 30).replace(/\s+/g, ' ').trim()
-              if (finalTitle) {
-                void chatThreadsStore.updateThread(threadId, finalTitle).catch(() => {})
-              }
-            }
-          } catch (e) {
-            console.error('Title generation failed:', e)
-            // 失败时使用原始文本作为标题
-            void chatThreadsStore.updateThread(threadId, autoTitle.slice(0, 30)).catch(() => {})
-          }
-        })()
-      }
-    }
-
-    resetOnGoingConv(threadId)
-    const requestId = createClientRequestId()
-    const previousAttachments = markAttachmentsRequestId(threadId, pendingAttachments, requestId)
-    insertOptimisticHumanMessage(threadState, {
-      requestId,
-      text,
-      imageContent,
-      attachments: pendingAttachments.map((attachment) => ({
-        ...attachment,
-        request_id: requestId
-      }))
-    })
-    threadState.isStreaming = true
-    try {
-      const runResp = await agentApi.createAgentRun({
-        query: text,
-        agent_id: currentAgentId.value,
-        thread_id: threadId,
-        meta: {
-          request_id: requestId,
-          attachment_file_ids: pendingAttachmentFileIds
-        },
-        image_content: imageContent
-      })
-      const runId = runResp?.run_id
-      if (!runId) {
-        throw new Error('创建 run 失败：缺少 run_id')
-      }
-      await startRunStream(threadId, runId, 0)
-    } catch (error) {
-      threadState.isStreaming = false
-      threadState.replyLoadingVisible = false
-      threadState.pendingRequestId = null
-      rollbackAttachments(threadId, previousAttachments)
-      resetOnGoingConv(threadId)
-      handleChatError(error, 'send')
-    }
-    return
-  }
-
-  // 如果是新对话，用 fast-model 异步生成标题（不阻塞消息发送）
   if ((threadMessages.value[threadId] || []).length === 0) {
     const autoTitle = text.replace(/\s+/g, ' ').trim().slice(0, 2000)
     if (autoTitle) {
@@ -1372,14 +1262,12 @@ const handleSendMessage = async ({ image } = {}) => {
           }
         } catch (e) {
           console.error('Title generation failed:', e)
-          // 失败时使用原始文本作为标题
           void chatThreadsStore.updateThread(threadId, autoTitle.slice(0, 30)).catch(() => {})
         }
       })()
     }
   }
 
-  threadState.isStreaming = true
   resetOnGoingConv(threadId)
   const requestId = createClientRequestId()
   const previousAttachments = markAttachmentsRequestId(threadId, pendingAttachments, requestId)
@@ -1387,40 +1275,36 @@ const handleSendMessage = async ({ image } = {}) => {
     requestId,
     text,
     imageContent,
-    attachments: pendingAttachments.map((attachment) => ({ ...attachment, request_id: requestId }))
+    attachments: pendingAttachments.map((attachment) => ({
+      ...attachment,
+      request_id: requestId
+    }))
   })
-  threadState.streamAbortController = new AbortController()
+  threadState.isStreaming = true
 
   try {
-    const response = await sendMessage({
-      agentId: currentAgentId.value,
-      threadId: threadId,
-      text: text,
-      signal: threadState.streamAbortController?.signal,
-      imageData: image,
-      requestId,
-      attachmentFileIds: pendingAttachmentFileIds
+    const runResp = await agentApi.createAgentRun({
+      query: text,
+      agent_id: currentAgentId.value,
+      thread_id: threadId,
+      meta: {
+        request_id: requestId,
+        attachment_file_ids: pendingAttachmentFileIds
+      },
+      image_content: imageContent
     })
-
-    await handleAgentResponse(response, threadId)
-  } catch (error) {
-    if (error.name !== 'AbortError') {
-      console.error('Stream error:', error)
-      rollbackAttachments(threadId, previousAttachments)
-      handleChatError(error, 'send')
-    } else {
-      console.warn('[Interrupted] Catch')
+    const runId = runResp?.run_id
+    if (!runId) {
+      throw new Error('创建 run 失败：缺少 run_id')
     }
+    await startRunStream(threadId, runId, 0)
+  } catch (error) {
     threadState.isStreaming = false
-  } finally {
-    threadState.streamAbortController = null
-    // 异步加载历史记录，保持当前消息显示直到历史记录加载完成
-    fetchThreadMessages({ agentId: currentAgentId.value, threadId: threadId }).finally(() => {
-      // 历史记录加载完成后，安全地清空当前进行中的对话
-      resetOnGoingConv(threadId)
-      handleAgentStateRefresh(threadId)
-      scrollController.scrollToBottom()
-    })
+    threadState.replyLoadingVisible = false
+    threadState.pendingRequestId = null
+    rollbackAttachments(threadId, previousAttachments)
+    resetOnGoingConv(threadId)
+    handleChatError(error, 'send')
   }
 }
 
@@ -1432,32 +1316,14 @@ const handleSendOrStop = async (payload) => {
 
   const threadId = currentChatId.value
   const threadState = getThreadState(threadId)
-  if (isProcessing.value && threadState) {
-    if (useRunsApi && threadState.activeRunId) {
-      try {
-        await agentApi.cancelAgentRun(threadState.activeRunId)
-        message.info('已发送取消请求')
-      } catch (error) {
-        handleChatError(error, 'stop')
-      }
-      return
-    }
-
-    if (threadState.streamAbortController) {
-      // 中断生成
-      threadState.streamAbortController.abort()
-
-      // 中断后刷新消息历史，确保显示最新的状态
-      try {
-        await fetchThreadMessages({ agentId: currentAgentId.value, threadId: threadId, delay: 500 })
-        fetchAgentState(currentAgentId.value, threadId)
-        message.info('已中断对话生成')
-      } catch (error) {
-        console.error('刷新消息历史失败:', error)
-        message.info('已中断对话生成')
-      }
-      return
+  if (isProcessing.value && threadState?.activeRunId) {
+    try {
+      await agentApi.cancelAgentRun(threadState.activeRunId)
+      message.info('已发送取消请求')
+    } catch (error) {
+      handleChatError(error, 'stop')
     }
+    return
   }
   if (props.sendDisabled) return
   await handleSendMessage(payload)
@@ -1479,30 +1345,35 @@ const handleApprovalWithStream = async (answer) => {
     return
   }
 
+  if (!approvalState.parentRunId) {
+    message.error('无法找到需要恢复的运行任务')
+    approvalState.showModal = false
+    return
+  }
+
   try {
-    // 使用审批 composable 处理审批
-    const response = await handleApproval(answer)
-
-    if (!response) return // 如果 handleApproval 抛出错误，这里不会执行
-
-    // 处理流式响应
-    await handleAgentResponse(response, threadId)
-  } catch (error) {
-    if (error.name !== 'AbortError') {
-      console.error('Resume approval error:', error)
-    }
-  } finally {
-    if (threadState) {
-      threadState.isStreaming = false
-      threadState.streamAbortController = null
-    }
-
-    // 异步加载历史记录，保持当前消息显示直到历史记录加载完成
-    fetchThreadMessages({ agentId: currentAgentId.value, threadId: threadId }).finally(() => {
-      resetOnGoingConv(threadId)
-      fetchAgentState(currentAgentId.value, threadId)
-      scrollController.scrollToBottom()
+    approvalState.showModal = false
+    threadState.isStreaming = true
+    resetOnGoingConv(threadId)
+    const resumeRequestId = createClientRequestId()
+    const runResp = await agentApi.createAgentRun({
+      query: null,
+      agent_id: currentAgentId.value,
+      thread_id: threadId,
+      meta: { request_id: resumeRequestId },
+      resume: answer,
+      parent_run_id: approvalState.parentRunId,
+      resume_request_id: resumeRequestId
     })
+    const runId = runResp?.run_id
+    if (!runId) {
+      throw new Error('创建 resume run 失败：缺少 run_id')
+    }
+    await startRunStream(threadId, runId, '0-0')
+  } catch (error) {
+    threadState.isStreaming = false
+    threadState.replyLoadingVisible = false
+    handleChatError(error, 'resume')
   }
 }
 
diff --git a/web/src/components/AgentPanel.vue b/web/src/components/AgentPanel.vue
index e4180914..c883c0fa 100644
--- a/web/src/components/AgentPanel.vue
+++ b/web/src/components/AgentPanel.vue
@@ -792,14 +792,14 @@ watch(
   align-items: center;
   border: 1px solid var(--gray-150);
   border-radius: 8px;
-  background: var(--gray-0);
+  background: var(--gray-25);
   color: var(--gray-700);
   overflow: hidden;
   flex-shrink: 0;
 
   &.active {
-    border-color: var(--main-200);
-    background: var(--main-20);
+    border-color: var(--main-600);
+    background: var(--gray-0);
     color: var(--main-800);
   }
 }
diff --git a/web/src/components/ToolCallsGroupComponent.vue b/web/src/components/ToolCallsGroupComponent.vue
index c0fc3cd0..e177e5a2 100644
--- a/web/src/components/ToolCallsGroupComponent.vue
+++ b/web/src/components/ToolCallsGroupComponent.vue
@@ -150,7 +150,7 @@ const toggleToolCallsExpanded = () => {
 <style lang="less" scoped>
 .tool-calls-container {
   width: 100%;
-  margin: 0;
+  margin: 10px 0;
   padding: 0;
 
   .tool-calls-summary {
@@ -160,7 +160,7 @@ const toggleToolCallsExpanded = () => {
     display: inline-flex;
     align-items: center;
     gap: 8px;
-    color: var(--gray-500);
+    color: var(--gray-700);
     text-align: left;
     cursor: pointer;
     outline: none;
@@ -171,18 +171,18 @@ const toggleToolCallsExpanded = () => {
     background: transparent;
 
     &:hover {
-      color: var(--gray-700);
+      color: var(--gray-800);
     }
 
     &.is-expanded {
-      color: var(--gray-700);
+      color: var(--gray-800);
       margin-bottom: 4px;
     }
 
     .summary-leading {
       display: inline-flex;
       align-items: center;
-      color: var(--gray-600);
+      color: var(--gray-700);
       flex-shrink: 0;
     }
 
@@ -196,17 +196,17 @@ const toggleToolCallsExpanded = () => {
     }
 
     .summary-title {
-      font-weight: 500;
+      font-weight: 400;
       white-space: nowrap;
     }
 
     .summary-separator {
-      color: var(--gray-300);
+      color: var(--gray-500);
       flex-shrink: 0;
     }
 
     .summary-meta {
-      color: var(--gray-500);
+      color: var(--gray-600);
       overflow: hidden;
       text-overflow: ellipsis;
       white-space: nowrap;
@@ -217,7 +217,7 @@ const toggleToolCallsExpanded = () => {
       font-size: 11px;
       padding: 0px 4px;
       background: var(--gray-25);
-      color: var(--gray-500);
+      color: var(--gray-600);
       border-radius: 4px;
       white-space: nowrap;
       font-weight: normal;
@@ -226,7 +226,7 @@ const toggleToolCallsExpanded = () => {
     .summary-trailing {
       display: inline-flex;
       align-items: center;
-      color: var(--gray-300);
+      color: var(--gray-500);
       flex-shrink: 0;
     }
   }
diff --git a/web/src/composables/useAgentRunStream.js b/web/src/composables/useAgentRunStream.js
index db0a0dd3..fa55d8cf 100644
--- a/web/src/composables/useAgentRunStream.js
+++ b/web/src/composables/useAgentRunStream.js
@@ -48,8 +48,20 @@ const processRunSseResponse = async (response, onEvent) => {
   const decoder = new TextDecoder()
   let buffer = ''
   let eventType = 'message'
+  let eventId = null
   let dataLines = []
 
+  const dispatch = () => {
+    if (dataLines.length === 0) return
+    const dataText = dataLines.join('\n')
+    try {
+      const parsed = JSON.parse(dataText)
+      onEvent(eventType, parsed, eventId)
+    } catch (e) {
+      console.warn('Failed to parse run SSE data:', e, dataText)
+    }
+  }
+
   try {
     while (true) {
       const { done, value } = await reader.read()
@@ -61,37 +73,27 @@ const processRunSseResponse = async (response, onEvent) => {
       for (const rawLine of lines) {
         const line = rawLine.replace(/\r$/, '')
         if (!line) {
-          if (dataLines.length > 0) {
-            const dataText = dataLines.join('\n')
-            try {
-              const parsed = JSON.parse(dataText)
-              onEvent(eventType, parsed)
-            } catch (e) {
-              console.warn('Failed to parse run SSE data:', e, dataText)
-            }
-          }
+          dispatch()
           eventType = 'message'
+          eventId = null
           dataLines = []
           continue
         }
 
+        if (line.startsWith(':')) {
+          continue
+        }
         if (line.startsWith('event:')) {
           eventType = line.slice(6).trim() || 'message'
         } else if (line.startsWith('data:')) {
-          dataLines.push(line.slice(5).trim())
+          dataLines.push(line.slice(5).trimStart())
+        } else if (line.startsWith('id:')) {
+          eventId = line.slice(3).trim()
         }
       }
     }
 
-    if (dataLines.length > 0) {
-      const dataText = dataLines.join('\n')
-      try {
-        const parsed = JSON.parse(dataText)
-        onEvent(eventType, parsed)
-      } catch (e) {
-        console.warn('Failed to parse trailing run SSE data:', e, dataText)
-      }
-    }
+    dispatch()
   } finally {
     try {
       reader.releaseLock()
@@ -103,10 +105,8 @@ const processRunSseResponse = async (response, onEvent) => {
 
 export function useAgentRunStream({
   getThreadState,
-  useRunsApi,
   currentAgentId,
   handleStreamChunk,
-  processApprovalInStream,
   fetchThreadMessages,
   fetchAgentState,
   resetOnGoingConv,
@@ -152,7 +152,7 @@ export function useAgentRunStream({
   }
 
   const startRunStream = async (threadId, runId, afterSeq = '0-0') => {
-    if (!threadId || !runId || !useRunsApi) return
+    if (!threadId || !runId) return
     const ts = getThreadState(threadId)
     if (!ts) return
 
@@ -173,20 +173,20 @@ export function useAgentRunStream({
         throw new Error(`SSE response not ok: ${response.status}`)
       }
 
-      await processRunSseResponse(response, (event, data) => {
+      await processRunSseResponse(response, (event, data, eventId) => {
         if (!data || ts.activeRunId !== runId) return
 
-        if (data.seq !== undefined && data.seq !== null) {
-          const incomingSeq = normalizeRunSeq(data.seq)
+        if (eventId) {
+          const incomingSeq = normalizeRunSeq(eventId)
           if (compareRunSeq(incomingSeq, ts.runLastSeq) <= 0) return
           ts.runLastSeq = incomingSeq
           saveActiveRunSnapshot(threadId, runId, incomingSeq)
         }
 
-        if (event === 'heartbeat') return
-
         const payload = data.payload || {}
-        const isRetryableError = event === 'error' && payload?.chunk?.retryable === true
+        const terminalStatus = event === 'end' ? payload.status : data.status
+        const isRetryableError =
+          event === 'error' && (payload?.retryable === true || payload?.chunk?.retryable === true)
         if (isRetryableError) {
           const parsedJobTry = Number.parseInt(payload?.chunk?.job_try, 10)
           const retryJobTry = Number.isNaN(parsedJobTry) ? null : parsedJobTry
@@ -205,25 +205,19 @@ export function useAgentRunStream({
 
         if (Array.isArray(payload.items)) {
           payload.items.forEach((chunk) => {
-            handleStreamChunk(chunk, threadId)
+            handleStreamChunk({ ...chunk, run_id: chunk.run_id || data.run_id || runId }, threadId)
           })
         } else if (payload.chunk) {
-          handleStreamChunk(payload.chunk, threadId)
+          handleStreamChunk(
+            { ...payload.chunk, run_id: payload.chunk.run_id || data.run_id || runId },
+            threadId
+          )
         }
 
-        const approvalStatuses = ['ask_user_question_required', 'human_approval_required']
-        const isApprovalEvent =
-          approvalStatuses.includes(event) || approvalStatuses.includes(payload?.chunk?.status)
-
-        if (isApprovalEvent) {
-          const approvalChunk = payload?.chunk || { status: event, thread_id: threadId }
-          processApprovalInStream(approvalChunk, threadId, unref(currentAgentId))
-        }
-
-        if (event === 'close') {
+        if (event === 'end') {
           streamSmoother?.flushThread(threadId)
           ts.isStreaming = false
-          if (RUN_TERMINAL_STATUSES.has(data.status)) {
+          if (RUN_TERMINAL_STATUSES.has(terminalStatus)) {
             ts.activeRunId = null
             ts.lastRetryableJobTry = null
             ts.replyLoadingVisible = false
@@ -231,26 +225,14 @@ export function useAgentRunStream({
             clearActiveRunSnapshot(threadId)
             fetchThreadMessages({ agentId: unref(currentAgentId), threadId, delay: 200 }).finally(
               () => {
+                resetOnGoingConv(threadId)
                 fetchAgentState(unref(currentAgentId), threadId)
               }
             )
-          } else if (ts.activeRunId === runId) {
-            setTimeout(() => {
-              if (ts.activeRunId === runId && !ts.runStreamAbortController) {
-                void startRunStream(threadId, runId, ts.runLastSeq)
-              }
-            }, 300)
           }
         }
 
-        const chunkStatus = payload?.chunk?.status
-        if (
-          event === 'finished' ||
-          event === 'error' ||
-          event === 'interrupted' ||
-          approvalStatuses.includes(event) ||
-          approvalStatuses.includes(chunkStatus)
-        ) {
+        if (event === 'error') {
           ts.isStreaming = false
           ts.activeRunId = null
           ts.lastRetryableJobTry = null
@@ -295,7 +277,7 @@ export function useAgentRunStream({
   }
 
   const resumeActiveRunForThread = async (threadId) => {
-    if (!useRunsApi || !threadId) return
+    if (!threadId) return
     const ts = getThreadState(threadId)
     if (!ts || ts.runStreamAbortController) return
 
diff --git a/web/src/composables/useAgentStreamHandler.js b/web/src/composables/useAgentStreamHandler.js
index 6d2e3966..666b2358 100644
--- a/web/src/composables/useAgentStreamHandler.js
+++ b/web/src/composables/useAgentStreamHandler.js
@@ -2,65 +2,6 @@ import { message } from 'ant-design-vue'
 import { handleChatError } from '@/utils/errorHandler'
 import { unref } from 'vue'
 
-/**
- * Process a streaming response from the server
- * @param {Response} response - The fetch response object
- * @param {Function} onChunk - Callback function for each parsed JSON chunk. Return true to stop processing.
- */
-const processStreamResponse = async (response, onChunk) => {
-  if (!response || !response.body) {
-    console.warn('Invalid response or missing body for stream processing')
-    return
-  }
-
-  const reader = response.body.getReader()
-  const decoder = new TextDecoder()
-  let buffer = ''
-  let stopProcessing = false
-
-  try {
-    while (!stopProcessing) {
-      const { done, value } = await reader.read()
-      if (done) break
-
-      buffer += decoder.decode(value, { stream: true })
-      const lines = buffer.split('\n')
-      buffer = lines.pop() || ''
-
-      for (const line of lines) {
-        const trimmedLine = line.trim()
-        if (trimmedLine) {
-          try {
-            const chunk = JSON.parse(trimmedLine)
-            if (onChunk && onChunk(chunk)) {
-              stopProcessing = true
-              break
-            }
-          } catch (e) {
-            console.warn('Failed to parse stream chunk JSON:', e, 'Line:', trimmedLine)
-          }
-        }
-      }
-    }
-
-    if (!stopProcessing && buffer.trim()) {
-      try {
-        const chunk = JSON.parse(buffer.trim())
-        if (onChunk) {
-          onChunk(chunk)
-        }
-      } catch (e) {
-        console.warn('Failed to parse final stream chunk JSON:', e)
-      }
-    }
-  } finally {
-    try {
-      reader.releaseLock()
-    } catch {
-      // Ignore errors on releasing lock
-    }
-  }
-}
 
 export function useAgentStreamHandler({
   getThreadState,
@@ -88,6 +29,8 @@ export function useAgentStreamHandler({
           const resolvedRequestId = request_id || threadState.pendingRequestId
           if (resolvedRequestId) {
             threadState.pendingRequestId = resolvedRequestId
+          }
+          if (resolvedRequestId && msg && msg.type !== 'system') {
             threadState.onGoingConv.msgChunks[resolvedRequestId] = [
               {
                 ...msg,
@@ -126,11 +69,6 @@ export function useAgentStreamHandler({
           threadState.replyLoadingVisible = false
           threadState.pendingRequestId = null
 
-          // Abort the stream controller to stop processing further events
-          if (threadState.streamAbortController) {
-            threadState.streamAbortController.abort()
-            threadState.streamAbortController = null
-          }
         }
         return true
 
@@ -229,37 +167,7 @@ export function useAgentStreamHandler({
     return false
   }
 
-  /**
-   * Process the full agent stream response
-   * @param {Response} response - The fetch response
-   * @param {String} threadId - The thread ID
-   * @param {Function} [onChunk] - Optional callback for each chunk (e.g. for logging)
-   */
-  const handleAgentResponse = async (response, threadId, onChunk = null) => {
-    console.log(`${debugPrefix}[stream_start]`, {
-      threadId,
-      currentAgentId: unref(currentAgentId),
-      supportsFiles: unref(supportsFiles)
-    })
-    await processStreamResponse(response, (chunk) => {
-      if (chunk?.status && chunk.status !== 'loading') {
-        console.log(`${debugPrefix}[chunk_status]`, {
-          threadId,
-          status: chunk.status,
-          requestId: chunk.request_id
-        })
-      }
-      if (onChunk) onChunk(chunk)
-      return handleStreamChunk(chunk, threadId)
-    })
-    console.log(`${debugPrefix}[stream_end]`, {
-      threadId,
-      currentAgentId: unref(currentAgentId)
-    })
-  }
-
   return {
-    handleStreamChunk,
-    handleAgentResponse
+    handleStreamChunk
   }
 }
diff --git a/web/src/composables/useAgentThreadState.js b/web/src/composables/useAgentThreadState.js
index c005c52c..f8f0c3dc 100644
--- a/web/src/composables/useAgentThreadState.js
+++ b/web/src/composables/useAgentThreadState.js
@@ -23,7 +23,6 @@ export function useAgentThreadState({
     if (!chatState.threadStates[threadId]) {
       chatState.threadStates[threadId] = {
         isStreaming: false,
-        streamAbortController: null,
         runStreamAbortController: null,
         activeRunId: null,
         runLastSeq: '0-0',
@@ -39,17 +38,9 @@ export function useAgentThreadState({
 
   const stopThreadStream = (threadId) => {
     if (!threadId) return
-    const threadState = chatState.threadStates[threadId]
     if (typeof onStopThread === 'function') {
       onStopThread(threadId)
     }
-
-    if (!threadState?.streamAbortController) return
-
-    threadState.streamAbortController.abort()
-    threadState.streamAbortController = null
-    threadState.isStreaming = false
-    resetThreadUiState(threadState)
   }
 
   const cleanupThreadState = (threadId) => {
@@ -61,9 +52,6 @@ export function useAgentThreadState({
       onBeforeCleanupThread(threadId)
     }
 
-    if (threadState.streamAbortController) {
-      threadState.streamAbortController.abort()
-    }
     if (threadState.runStreamAbortController) {
       threadState.runStreamAbortController.abort()
     }
@@ -82,10 +70,6 @@ export function useAgentThreadState({
         onBeforeResetThread(targetThreadId)
       }
 
-      if (threadState.streamAbortController) {
-        threadState.streamAbortController.abort()
-        threadState.streamAbortController = null
-      }
       if (threadState.runStreamAbortController) {
         threadState.runStreamAbortController.abort()
         threadState.runStreamAbortController = null
diff --git a/web/src/composables/useApproval.js b/web/src/composables/useApproval.js
index b233b294..eda58dbd 100644
--- a/web/src/composables/useApproval.js
+++ b/web/src/composables/useApproval.js
@@ -1,7 +1,4 @@
 import { reactive } from 'vue'
-import { message } from 'ant-design-vue'
-import { handleChatError } from '@/utils/errorHandler'
-import { agentApi } from '@/apis'
 import { normalizeQuestions } from '@/utils/questionUtils'
 
 const extractQuestionPayload = (chunk) => {
@@ -16,103 +13,15 @@ const extractQuestionPayload = (chunk) => {
   }
 }
 
-const parseApprovedDecision = (answer) => {
-  const parseFromValue = (value) => {
-    if (typeof value === 'boolean') return value
-    if (typeof value === 'string') {
-      const normalized = value.trim().toLowerCase()
-      if (normalized === 'approve' || normalized === 'approved' || normalized === 'true')
-        return true
-      if (normalized === 'reject' || normalized === 'rejected' || normalized === 'false')
-        return false
-    }
-    return null
-  }
-
-  const direct = parseFromValue(answer)
-  if (direct !== null) return direct
-
-  if (answer && typeof answer === 'object' && !Array.isArray(answer)) {
-    const values = Object.values(answer)
-    if (values.length === 1) {
-      return parseFromValue(values[0])
-    }
-  }
-
-  return null
-}
-
-export function useApproval({ getThreadState, resetOnGoingConv, fetchThreadMessages }) {
+export function useApproval({ getThreadState, fetchThreadMessages }) {
   const approvalState = reactive({
     showModal: false,
     questions: [],
     status: '',
-    threadId: null
+    threadId: null,
+    parentRunId: null
   })
 
-  const handleApproval = async (answer) => {
-    const threadId = approvalState.threadId
-    if (!threadId) {
-      message.error('无效的提问请求')
-      approvalState.showModal = false
-      return
-    }
-
-    const threadState = getThreadState(threadId)
-    if (!threadState) {
-      message.error('无法找到对应的对话线程')
-      approvalState.showModal = false
-      return
-    }
-
-    approvalState.showModal = false
-
-    if (threadState.streamAbortController) {
-      threadState.streamAbortController.abort()
-      threadState.streamAbortController = null
-    }
-
-    threadState.isStreaming = true
-    resetOnGoingConv(threadId)
-    threadState.streamAbortController = new AbortController()
-
-    const requestBody = {
-      thread_id: threadId
-    }
-
-    if (approvalState.status === 'human_approval_required') {
-      const approved = parseApprovedDecision(answer)
-      if (approved !== null) {
-        requestBody.approved = approved
-      } else {
-        requestBody.answer = answer
-      }
-    } else {
-      requestBody.answer = answer
-    }
-
-    try {
-      const response = await agentApi.resumeAgentChat(threadId, requestBody, {
-        signal: threadState.streamAbortController?.signal
-      })
-
-      if (!response.ok) {
-        const errorText = await response.text()
-        throw new Error(`HTTP error! status: ${response.status}, details: ${errorText}`)
-      }
-
-      return response
-    } catch (error) {
-      if (error.name !== 'AbortError') {
-        handleChatError(error, 'resume')
-        message.error(`恢复对话失败: ${error.message || '未知错误'}`)
-      }
-      threadState.isStreaming = false
-      threadState.streamAbortController = null
-      throw error
-    }
-  }
-
   const processApprovalInStream = (chunk, threadId, currentAgentId) => {
     if (
       chunk.status !== 'ask_user_question_required' &&
@@ -133,6 +42,7 @@ export function useApproval({ getThreadState, resetOnGoingConv, fetchThreadMessa
     approvalState.questions = payload.questions
     approvalState.status = chunk.status || ''
     approvalState.threadId = chunk.thread_id || threadId
+    approvalState.parentRunId = chunk.run_id || null
 
     fetchThreadMessages({ agentId: currentAgentId, threadId })
 
@@ -144,11 +54,11 @@ export function useApproval({ getThreadState, resetOnGoingConv, fetchThreadMessa
     approvalState.questions = []
     approvalState.status = ''
     approvalState.threadId = null
+    approvalState.parentRunId = null
   }
 
   return {
     approvalState,
-    handleApproval,
     processApprovalInStream,
     resetApprovalState
   }
diff --git a/web/src/utils/__tests__/messageProcessor.spec.js b/web/src/utils/__tests__/messageProcessor.spec.js
index e7f45312..f573ccff 100644
--- a/web/src/utils/__tests__/messageProcessor.spec.js
+++ b/web/src/utils/__tests__/messageProcessor.spec.js
@@ -92,6 +92,23 @@ const run = () => {
   const idxB = chunks.findIndex((c) => c.content === 'B')
   assert.equal(idxA < idxB, true)
 
+  const conversations = MessageProcessor.convertServerHistoryToMessages([
+    { type: 'human', content: '请选择语言' },
+    { type: 'ai', content: '请选择输出语言' },
+    {
+      type: 'human',
+      content: '{"language":"python"}',
+      extra_metadata: { source: 'ask_user_question_resume' }
+    },
+    { type: 'ai', content: '这是 Python 版本' }
+  ])
+
+  assert.equal(conversations.length, 1)
+  assert.equal(conversations[0].messages.length, 3)
+  assert.equal(conversations[0].messages.at(-1).content, '这是 Python 版本')
+  assert.equal(conversations[0].messages.at(-1).isLast, true)
+  assert.equal(conversations[0].status, 'finished')
+
   console.log('messageProcessor extractKnowledgeChunksFromConversation: all assertions passed')
 }
 
diff --git a/web/src/utils/messageProcessor.js b/web/src/utils/messageProcessor.js
index f41977d6..3f51f5d4 100644
--- a/web/src/utils/messageProcessor.js
+++ b/web/src/utils/messageProcessor.js
@@ -49,7 +49,11 @@ export class MessageProcessor {
   static convertServerHistoryToMessages(serverHistory) {
     // Filter out standalone 'tool' messages since tool results are already in AI messages' tool_calls
     // Backend new storage: tool results are embedded in AI messages' tool_calls array with tool_call_result field
-    const filteredHistory = serverHistory.filter((item) => item.type !== 'tool')
+    const filteredHistory = serverHistory.filter(
+      (item) =>
+        item.type !== 'tool' &&
+        !(item.type === 'human' && item.extra_metadata?.source === 'ask_user_question_resume')
+    )
 
     // 按照对话分组
     const conversations = []