diff --git a/metagpt/management/skill_manager.py b/metagpt/management/skill_manager.py
index 1408a2344..27722d530 100644
--- a/metagpt/management/skill_manager.py
+++ b/metagpt/management/skill_manager.py
@@ -15,9 +15,7 @@ Skill = Action
 
 
 class SkillManager:
-    """用来管理所有技能
-       to manage all skills
-    """
+    """Used to manage all skills"""
 
     def __init__(self):
         self._llm = LLM()
@@ -26,9 +24,8 @@ class SkillManager:
 
     def add_skill(self, skill: Skill):
         """
-        增加技能，将技能加入到技能池与可检索的存储中
-        Adding skills, adding skills to skill pools and retrievable storage
-        :param skill: 技能 Skill
+        Add a skill, add the skill to the skill pool and searchable storage
+        :param skill: Skill
         :return:
         """
         self._skills[skill.name] = skill
@@ -36,9 +33,8 @@ class SkillManager:
 
     def del_skill(self, skill_name: str):
         """
-        删除技能，将技能从技能池与可检索的存储中移除
-        delete skill removes skill from skill pool and retrievable storage
-        :param skill_name: 技能名 skill name
+        Delete a skill, remove the skill from the skill pool and searchable storage
+        :param skill_name: Skill name
         :return:
         """
         self._skills.pop(skill_name)
@@ -46,32 +42,31 @@ class SkillManager:
 
     def get_skill(self, skill_name: str) -> Skill:
         """
-        通过技能名获得精确的技能
-         Get the exact skill by skill name
-        :param skill_name: 技能名 skill name
-        :return: 技能 Skill
+        Obtain a specific skill by skill name
+        :param skill_name: Skill name
+        :return: Skill
         """
         return self._skills.get(skill_name)
 
     def retrieve_skill(self, desc: str, n_results: int = 2) -> list[Skill]:
-        """
-        通过检索引擎获得技能 Acquiring Skills Through Search Engines
-        :param desc: 技能描述 skill description
-        :return: 技能（多个）skill(s)
+       """
+        Obtain skills through the search engine
+        :param desc: Skill description
+        :return: Multiple skills
         """
         return self._store.search(desc, n_results=n_results)['ids'][0]
 
     def retrieve_skill_scored(self, desc: str, n_results: int = 2) -> dict:
         """
-        通过检索引擎获得技能 Acquiring Skills Through Search Engines
-        :param desc: 技能描述 skill description
-        :return: 技能与分数组成的字典 A dictionary of skills and scores
+        Obtain skills through the search engine
+        :param desc: Skill description
+        :return: Dictionary consisting of skills and scores
         """
         return self._store.search(desc, n_results=n_results)
 
     def generate_skill_desc(self, skill: Skill) -> str:
         """
-        为每个技能生成对应的描述性文本 Generate corresponding descriptive text for each skill
+        Generate descriptive text for each skill
         :param skill:
         :return:
         """