diff --git a/examples/mgx/run_mgx.py b/examples/mgx/run_mgx.py
index 4a1964d59..86aa67ad7 100644
--- a/examples/mgx/run_mgx.py
+++ b/examples/mgx/run_mgx.py
@@ -10,11 +10,12 @@ requirement = (
     # "帮我把pip的源设置成：https://pypi.tuna.tsinghua.edu.cn/simple"
     # "This is a website url does not require login: https://demosc.chinaz.net/Files/DownLoad//moban/202404/moban7767 please write a similar web page,developed in vue language, The package.json dependency must be generated"
     "I would like to imitate the website available at https://demosc.chinaz.net/Files/DownLoad//moban/202404/moban7767. Could you please browse through it?"
+    # "Create a 2048 Game"
 )
 
 
 async def main(requirement: str = ""):
-    mgx = MGX(use_intent=True)
+    mgx = MGX(use_intent=True, tools=["<all>"])
     await mgx.run(requirement)
 
 
diff --git a/metagpt/actions/di/write_plan.py b/metagpt/actions/di/write_plan.py
index bc4fb4e71..8d6eccf57 100644
--- a/metagpt/actions/di/write_plan.py
+++ b/metagpt/actions/di/write_plan.py
@@ -16,9 +16,7 @@ from metagpt.schema import Message, Plan, Task
 from metagpt.strategy.task_type import TaskType
 from metagpt.utils.common import CodeParser
 
-
-class WritePlan(Action):
-    PROMPT_TEMPLATE: str = """
+PROMPT_TEMPLATE: str = """
 # Context:
 {context}
 # Available Task Types:
@@ -39,11 +37,13 @@ Output a list of jsons following the format:
     ...
 ]
 ```
-    """
+"""
 
+
+class WritePlan(Action):
     async def run(self, context: list[Message], max_tasks: int = 5) -> str:
         task_type_desc = "\n".join([f"- **{tt.type_name}**: {tt.value.desc}" for tt in TaskType])
-        prompt = self.PROMPT_TEMPLATE.format(
+        prompt = PROMPT_TEMPLATE.format(
             context="\n".join([str(ct) for ct in context]), max_tasks=max_tasks, task_type_desc=task_type_desc
         )
         rsp = await self._aask(prompt)
diff --git a/metagpt/roles/di/mgx.py b/metagpt/roles/di/mgx.py
index 0fa7c77b6..9d2f182e3 100644
--- a/metagpt/roles/di/mgx.py
+++ b/metagpt/roles/di/mgx.py
@@ -4,10 +4,11 @@
 import asyncio
 from typing import Dict
 
-from metagpt.actions.di.detect_intent import DetectIntent
+from metagpt.actions.di.detect_intent import DetectIntent, SOPItem
 from metagpt.logs import logger
 from metagpt.roles.di.data_interpreter import DataInterpreter
 from metagpt.schema import Message
+from metagpt.tools.tool_recommend import BM25ToolRecommender
 
 
 class MGX(DataInterpreter):
@@ -18,6 +19,10 @@ class MGX(DataInterpreter):
         todo = DetectIntent(context=self.context)
         request_with_sop, sop_type = await todo.run(user_msg)
         logger.info(f"{sop_type} {request_with_sop}")
+        if sop_type == SOPItem.SOFTWARE_DEVELOPMENT.type_name:
+            self.tool_recommender = BM25ToolRecommender(tools=["software development"])
+        else:
+            self.tool_recommender = BM25ToolRecommender(tools=["<all>"])
         return request_with_sop
 
     async def _plan_and_act(self) -> Message:
diff --git a/metagpt/strategy/task_type.py b/metagpt/strategy/task_type.py
index c5453f1aa..2bc53b964 100644
--- a/metagpt/strategy/task_type.py
+++ b/metagpt/strategy/task_type.py
@@ -67,7 +67,10 @@ class TaskType(Enum):
         name="email login",
         desc="For logging to an email.",
     )
-    DEVELOP_SOFTWARE = TaskTypeDef(name="develop software", desc="Develop software.")
+    DEVELOP_SOFTWARE = TaskTypeDef(
+        name="develop software",
+        desc="SOP related to develop software such as Writes a PRD, Writes a design, Writes a project plan and Writes code to implement designed features according to the project plan",
+    )
 
     @property
     def type_name(self):