diff --git a/astrbot/core/agent/run_context.py b/astrbot/core/agent/run_context.py
index 687ad22e5..c206f7e83 100644
--- a/astrbot/core/agent/run_context.py
+++ b/astrbot/core/agent/run_context.py
@@ -17,6 +17,8 @@ class ContextWrapper(Generic[TContext]):
     messages: list[Message] = Field(default_factory=list)
     """This field stores the llm message context for the agent run, agent runners will maintain this field automatically."""
     tool_call_timeout: int = 60  # Default tool call timeout in seconds
+    tool_call_approval: dict[str, Any] = Field(default_factory=dict)
+    """Tool call approval runtime configuration."""
 
 
 NoContext = ContextWrapper[None]
diff --git a/astrbot/core/agent/runners/tool_loop_agent_runner.py b/astrbot/core/agent/runners/tool_loop_agent_runner.py
index 10cf2e96c..29f383bf0 100644
--- a/astrbot/core/agent/runners/tool_loop_agent_runner.py
+++ b/astrbot/core/agent/runners/tool_loop_agent_runner.py
@@ -37,6 +37,10 @@
 from ..message import AssistantMessageSegment, Message, ToolCallMessageSegment
 from ..response import AgentResponseData, AgentStats
 from ..run_context import ContextWrapper, TContext
+from ..tool_call_approval import (
+    ToolCallApprovalContext,
+    request_tool_call_approval,
+)
 from ..tool_executor import BaseFunctionToolExecutor
 from .base import AgentResponse, AgentState, BaseAgentRunner
 
@@ -659,6 +663,41 @@ async def _handle_function_tools(
                     # 如果没有 handler（如 MCP 工具），使用所有参数
                     valid_params = func_tool_args
 
+                approval_cfg = self.run_context.tool_call_approval
+                if approval_cfg.get("enable", False):
+                    event = getattr(self.run_context.context, "event", None)
+                    if event is None:
+                        tool_call_result_blocks.append(
+                            ToolCallMessageSegment(
+                                role="tool",
+                                tool_call_id=func_tool_id,
+                                content=(
+                                    f"error: tool call approval is enabled, but event context is unavailable for `{func_tool_name}`."
+                                ),
+                            ),
+                        )
+                        continue
+                    approval_result = await request_tool_call_approval(
+                        config=approval_cfg,
+                        ctx=ToolCallApprovalContext(
+                            event=event,
+                            tool_name=func_tool_name,
+                            tool_args=valid_params,
+                            tool_call_id=func_tool_id,
+                        ),
+                    )
+                    if not approval_result.approved:
+                        tool_call_result_blocks.append(
+                            ToolCallMessageSegment(
+                                role="tool",
+                                tool_call_id=func_tool_id,
+                                content=approval_result.to_tool_result_text(
+                                    func_tool_name
+                                ),
+                            ),
+                        )
+                        continue
+
                 try:
                     await self.agent_hooks.on_tool_start(
                         self.run_context,
diff --git a/astrbot/core/agent/tool_call_approval.py b/astrbot/core/agent/tool_call_approval.py
new file mode 100644
index 000000000..cc8ab502f
--- /dev/null
+++ b/astrbot/core/agent/tool_call_approval.py
@@ -0,0 +1,248 @@
+from __future__ import annotations
+
+import secrets
+import string
+import typing as T
+from abc import ABC, abstractmethod
+from dataclasses import dataclass
+
+from astrbot import logger
+from astrbot.core.message.message_event_result import MessageChain
+from astrbot.core.platform.astr_message_event import AstrMessageEvent
+from astrbot.core.utils.session_waiter import (
+    FILTERS,
+    DefaultSessionFilter,
+    SessionController,
+    SessionWaiter,
+)
+
+ApprovalReason = T.Literal[
+    "approved",
+    "rejected",
+    "timeout",
+    "unsupported_strategy",
+    "error",
+]
+
+
+@dataclass(slots=True)
+class ToolCallApprovalContext:
+    event: AstrMessageEvent
+    tool_name: str
+    tool_args: dict[str, T.Any]
+    tool_call_id: str
+
+
+@dataclass(slots=True)
+class ToolCallApprovalResult:
+    approved: bool
+    reason: ApprovalReason
+    detail: str = ""
+
+    def to_tool_result_text(self, tool_name: str) -> str:
+        if self.approved:
+            return f"tool call approval passed: {tool_name}"
+        if self.reason == "timeout":
+            return (
+                f"error: tool call approval timed out for `{tool_name}`. "
+                "The tool call was cancelled."
+            )
+        if self.reason == "unsupported_strategy":
+            return (
+                f"error: tool call approval strategy is unsupported for `{tool_name}`. "
+                "The tool call was cancelled."
+            )
+        if self.reason == "error":
+            return (
+                f"error: tool call approval failed for `{tool_name}` ({self.detail}). "
+                "The tool call was cancelled."
+            )
+        return (
+            f"error: user rejected tool call approval for `{tool_name}`. "
+            "The tool call was cancelled."
+        )
+
+
+class BaseToolCallApprovalStrategy(ABC):
+    @property
+    @abstractmethod
+    def name(self) -> str: ...
+
+    @abstractmethod
+    async def request(
+        self,
+        ctx: ToolCallApprovalContext,
+        config: dict[str, T.Any],
+    ) -> ToolCallApprovalResult: ...
+
+
+class DynamicCodeApprovalStrategy(BaseToolCallApprovalStrategy):
+    @property
+    def name(self) -> str:
+        return "dynamic_code"
+
+    async def request(
+        self,
+        ctx: ToolCallApprovalContext,
+        config: dict[str, T.Any],
+    ) -> ToolCallApprovalResult:
+        timeout_seconds = _safe_int(config.get("timeout", 60), default=60, minimum=1)
+        dynamic_cfg = config.get("dynamic_code", {})
+        if not isinstance(dynamic_cfg, dict):
+            dynamic_cfg = {}
+        code_length = _safe_int(dynamic_cfg.get("code_length", 6), default=6, minimum=4)
+        case_sensitive = bool(dynamic_cfg.get("case_sensitive", False))
+
+        code = "".join(secrets.choice(string.digits) for _ in range(code_length))
+
+        await ctx.event.send(
+            MessageChain().message(
+                "Tool call needs your approval before execution.\n"
+                f"Tool: `{ctx.tool_name}`\n"
+                f"Approval code: `{code}`\n"
+                "Please send this code to continue. "
+                "Any other message will cancel this tool call."
+            )
+        )
+
+        try:
+            result = await _wait_for_code_input(
+                event=ctx.event,
+                expected_code=code,
+                timeout=timeout_seconds,
+                case_sensitive=case_sensitive,
+            )
+        except Exception as exc:  # noqa: BLE001
+            logger.error(
+                "Tool call approval failed unexpectedly for %s: %s",
+                ctx.tool_name,
+                exc,
+                exc_info=True,
+            )
+            return ToolCallApprovalResult(
+                approved=False,
+                reason="error",
+                detail=str(exc),
+            )
+
+        if not result.approved:
+            if result.reason == "timeout":
+                await ctx.event.send(
+                    MessageChain().message(
+                        f"Tool call `{ctx.tool_name}` approval timed out. This call was cancelled."
+                    )
+                )
+            else:
+                await ctx.event.send(
+                    MessageChain().message(
+                        f"Tool call `{ctx.tool_name}` was cancelled."
+                    )
+                )
+        return result
+
+
+_STRATEGY_REGISTRY: dict[str, BaseToolCallApprovalStrategy] = {}
+
+
+def register_tool_call_approval_strategy(
+    strategy: BaseToolCallApprovalStrategy,
+) -> None:
+    _STRATEGY_REGISTRY[strategy.name] = strategy
+
+
+def _register_builtin_strategies() -> None:
+    register_tool_call_approval_strategy(DynamicCodeApprovalStrategy())
+
+
+_register_builtin_strategies()
+
+
+async def request_tool_call_approval(
+    *,
+    config: dict[str, T.Any] | None,
+    ctx: ToolCallApprovalContext,
+) -> ToolCallApprovalResult:
+    if not config or not bool(config.get("enable", False)):
+        return ToolCallApprovalResult(approved=True, reason="approved")
+
+    strategy_name = (
+        str(config.get("strategy", "dynamic_code")).strip() or "dynamic_code"
+    )
+    strategy = _STRATEGY_REGISTRY.get(strategy_name)
+    if not strategy:
+        logger.warning("Unsupported tool call approval strategy: %s", strategy_name)
+        return ToolCallApprovalResult(
+            approved=False,
+            reason="unsupported_strategy",
+            detail=strategy_name,
+        )
+    return await strategy.request(ctx, config)
+
+
+async def _wait_for_code_input(
+    *,
+    event: AstrMessageEvent,
+    expected_code: str,
+    timeout: int,
+    case_sensitive: bool,
+) -> ToolCallApprovalResult:
+    session_filter = DefaultSessionFilter()
+    FILTERS.append(session_filter)
+    waiter = SessionWaiter(
+        session_filter=session_filter,
+        session_id=event.unified_msg_origin,
+        record_history_chains=False,
+    )
+
+    async def _handler(
+        controller: SessionController, incoming: AstrMessageEvent
+    ) -> None:
+        raw_input = (incoming.message_str or "").strip()
+        if _is_code_match(
+            expected=expected_code,
+            actual=raw_input,
+            case_sensitive=case_sensitive,
+        ):
+            if not controller.future.done():
+                controller.future.set_result(
+                    ToolCallApprovalResult(approved=True, reason="approved"),
+                )
+        else:
+            if not controller.future.done():
+                controller.future.set_result(
+                    ToolCallApprovalResult(
+                        approved=False,
+                        reason="rejected",
+                        detail=raw_input,
+                    )
+                )
+        controller.stop()
+
+    try:
+        result = await waiter.register_wait(handler=_handler, timeout=timeout)
+    except TimeoutError:
+        return ToolCallApprovalResult(approved=False, reason="timeout")
+
+    if isinstance(result, ToolCallApprovalResult):
+        return result
+    return ToolCallApprovalResult(
+        approved=False,
+        reason="error",
+        detail=f"Invalid approval result type: {type(result).__name__}",
+    )
+
+
+def _is_code_match(*, expected: str, actual: str, case_sensitive: bool) -> bool:
+    if case_sensitive:
+        return actual == expected
+    return actual.casefold() == expected.casefold()
+
+
+def _safe_int(value: T.Any, *, default: int, minimum: int) -> int:
+    try:
+        parsed = int(value)
+        if parsed < minimum:
+            return minimum
+        return parsed
+    except Exception:  # noqa: BLE001
+        return default
diff --git a/astrbot/core/astr_main_agent.py b/astrbot/core/astr_main_agent.py
index 7883dca8f..0ae4e4594 100644
--- a/astrbot/core/astr_main_agent.py
+++ b/astrbot/core/astr_main_agent.py
@@ -121,6 +121,8 @@ class MainAgentBuildConfig:
     timezone: str | None = None
     max_quoted_fallback_images: int = 20
     """Maximum number of images injected from quoted-message fallback extraction."""
+    tool_call_approval: dict = field(default_factory=dict)
+    """Tool call approval configuration."""
 
 
 @dataclass(slots=True)
@@ -1118,6 +1120,7 @@ async def build_main_agent(
         run_context=AgentContextWrapper(
             context=astr_agent_ctx,
             tool_call_timeout=config.tool_call_timeout,
+            tool_call_approval=config.tool_call_approval,
         ),
         tool_executor=FunctionToolExecutor(),
         agent_hooks=MAIN_AGENT_HOOKS,
diff --git a/astrbot/core/config/default.py b/astrbot/core/config/default.py
index a151e7cfd..c0c2a9287 100644
--- a/astrbot/core/config/default.py
+++ b/astrbot/core/config/default.py
@@ -117,6 +117,15 @@
         "max_agent_step": 30,
         "tool_call_timeout": 60,
         "tool_schema_mode": "full",
+        "tool_call_approval": {
+            "enable": False,
+            "strategy": "dynamic_code",
+            "timeout": 60,
+            "dynamic_code": {
+                "code_length": 6,
+                "case_sensitive": False,
+            },
+        },
         "llm_safety_mode": True,
         "safety_mode_strategy": "system_prompt",  # TODO: llm judge
         "file_extract": {
@@ -2330,6 +2339,31 @@ class ChatProviderTemplate(TypedDict):
                     "tool_schema_mode": {
                         "type": "string",
                     },
+                    "tool_call_approval": {
+                        "type": "object",
+                        "items": {
+                            "enable": {
+                                "type": "bool",
+                            },
+                            "strategy": {
+                                "type": "string",
+                            },
+                            "timeout": {
+                                "type": "int",
+                            },
+                            "dynamic_code": {
+                                "type": "object",
+                                "items": {
+                                    "code_length": {
+                                        "type": "int",
+                                    },
+                                    "case_sensitive": {
+                                        "type": "bool",
+                                    },
+                                },
+                            },
+                        },
+                    },
                     "file_extract": {
                         "type": "object",
                         "items": {
@@ -3066,6 +3100,50 @@ class ChatProviderTemplate(TypedDict):
                             "provider_settings.agent_runner_type": "local",
                         },
                     },
+                    "provider_settings.tool_call_approval.enable": {
+                        "description": "启用工具调用确认",
+                        "type": "bool",
+                        "hint": "开启后，工具调用需要用户确认后才会执行。",
+                        "condition": {
+                            "provider_settings.agent_runner_type": "local",
+                        },
+                    },
+                    "provider_settings.tool_call_approval.strategy": {
+                        "description": "工具调用确认策略",
+                        "type": "string",
+                        "options": ["dynamic_code"],
+                        "labels": ["Dynamic Code（动态码）"],
+                        "condition": {
+                            "provider_settings.agent_runner_type": "local",
+                            "provider_settings.tool_call_approval.enable": True,
+                        },
+                    },
+                    "provider_settings.tool_call_approval.timeout": {
+                        "description": "工具调用确认超时（秒）",
+                        "type": "int",
+                        "condition": {
+                            "provider_settings.agent_runner_type": "local",
+                            "provider_settings.tool_call_approval.enable": True,
+                        },
+                    },
+                    "provider_settings.tool_call_approval.dynamic_code.code_length": {
+                        "description": "动态确认码长度",
+                        "type": "int",
+                        "condition": {
+                            "provider_settings.agent_runner_type": "local",
+                            "provider_settings.tool_call_approval.enable": True,
+                            "provider_settings.tool_call_approval.strategy": "dynamic_code",
+                        },
+                    },
+                    "provider_settings.tool_call_approval.dynamic_code.case_sensitive": {
+                        "description": "动态确认码区分大小写",
+                        "type": "bool",
+                        "condition": {
+                            "provider_settings.agent_runner_type": "local",
+                            "provider_settings.tool_call_approval.enable": True,
+                            "provider_settings.tool_call_approval.strategy": "dynamic_code",
+                        },
+                    },
                     "provider_settings.wake_prefix": {
                         "description": "LLM 聊天额外唤醒前缀 ",
                         "type": "string",
diff --git a/astrbot/core/pipeline/process_stage/method/agent_sub_stages/internal.py b/astrbot/core/pipeline/process_stage/method/agent_sub_stages/internal.py
index 33908fa98..cb53d8d14 100644
--- a/astrbot/core/pipeline/process_stage/method/agent_sub_stages/internal.py
+++ b/astrbot/core/pipeline/process_stage/method/agent_sub_stages/internal.py
@@ -44,6 +44,7 @@ async def initialize(self, ctx: PipelineContext) -> None:
         ]
         self.max_step: int = settings.get("max_agent_step", 30)
         self.tool_call_timeout: int = settings.get("tool_call_timeout", 60)
+        self.tool_call_approval: dict = settings.get("tool_call_approval", {})
         self.tool_schema_mode: str = settings.get("tool_schema_mode", "full")
         if self.tool_schema_mode not in ("skills_like", "full"):
             logger.warning(
@@ -124,6 +125,7 @@ async def initialize(self, ctx: PipelineContext) -> None:
             subagent_orchestrator=conf.get("subagent_orchestrator", {}),
             timezone=self.ctx.plugin_manager.context.get_config().get("timezone"),
             max_quoted_fallback_images=settings.get("max_quoted_fallback_images", 20),
+            tool_call_approval=self.tool_call_approval,
         )
 
     async def process(
diff --git a/tests/test_tool_call_approval.py b/tests/test_tool_call_approval.py
new file mode 100644
index 000000000..ea603b433
--- /dev/null
+++ b/tests/test_tool_call_approval.py
@@ -0,0 +1,110 @@
+import os
+import sys
+
+import pytest
+
+sys.path.insert(0, os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
+
+from astrbot.core.agent.tool_call_approval import (
+    ToolCallApprovalContext,
+    ToolCallApprovalResult,
+    request_tool_call_approval,
+)
+
+
+class DummyEvent:
+    def __init__(self) -> None:
+        self.unified_msg_origin = "test:friend:test_user"
+        self.sent_messages = []
+        self.message_str = ""
+
+    async def send(self, message) -> None:
+        self.sent_messages.append(message)
+
+
+@pytest.mark.asyncio
+async def test_request_tool_call_approval_disabled_returns_approved():
+    event = DummyEvent()
+    result = await request_tool_call_approval(
+        config={"enable": False},
+        ctx=ToolCallApprovalContext(
+            event=event,
+            tool_name="test_tool",
+            tool_args={},
+            tool_call_id="call_1",
+        ),
+    )
+    assert result.approved is True
+    assert result.reason == "approved"
+    assert len(event.sent_messages) == 0
+
+
+@pytest.mark.asyncio
+async def test_dynamic_code_approval_passed(monkeypatch):
+    async def _mock_wait(*args, **kwargs):
+        return ToolCallApprovalResult(approved=True, reason="approved")
+
+    monkeypatch.setattr(
+        "astrbot.core.agent.tool_call_approval._wait_for_code_input",
+        _mock_wait,
+    )
+
+    event = DummyEvent()
+    result = await request_tool_call_approval(
+        config={"enable": True, "strategy": "dynamic_code"},
+        ctx=ToolCallApprovalContext(
+            event=event,
+            tool_name="test_tool",
+            tool_args={"query": "hello"},
+            tool_call_id="call_2",
+        ),
+    )
+    assert result.approved is True
+    assert result.reason == "approved"
+    assert len(event.sent_messages) == 1
+
+
+@pytest.mark.asyncio
+async def test_dynamic_code_approval_rejected(monkeypatch):
+    async def _mock_wait(*args, **kwargs):
+        return ToolCallApprovalResult(
+            approved=False,
+            reason="rejected",
+            detail="not_code",
+        )
+
+    monkeypatch.setattr(
+        "astrbot.core.agent.tool_call_approval._wait_for_code_input",
+        _mock_wait,
+    )
+
+    event = DummyEvent()
+    result = await request_tool_call_approval(
+        config={"enable": True, "strategy": "dynamic_code"},
+        ctx=ToolCallApprovalContext(
+            event=event,
+            tool_name="test_tool",
+            tool_args={},
+            tool_call_id="call_3",
+        ),
+    )
+    assert result.approved is False
+    assert result.reason == "rejected"
+    assert len(event.sent_messages) == 2
+
+
+@pytest.mark.asyncio
+async def test_request_tool_call_approval_unsupported_strategy():
+    event = DummyEvent()
+    result = await request_tool_call_approval(
+        config={"enable": True, "strategy": "unknown_strategy"},
+        ctx=ToolCallApprovalContext(
+            event=event,
+            tool_name="test_tool",
+            tool_args={},
+            tool_call_id="call_4",
+        ),
+    )
+    assert result.approved is False
+    assert result.reason == "unsupported_strategy"
+    assert len(event.sent_messages) == 0