diff --git a/lollms/app.py b/lollms/app.py
index 60f6e85..d85a2b8 100644
--- a/lollms/app.py
+++ b/lollms/app.py
@@ -631,11 +631,14 @@ class LollmsApplication(LoLLMsCom):
             # Check if there is discussion knowledge to add to the prompt
             if self.config.activate_skills_lib:
                 try:
-                    self.personality.step_start("Building skills library")
+                    self.personality.step_start("Querying skills library")
                     if discussion is None:
                         discussion = self.recover_discussion(client_id)
+                    self.personality.step_start("Building query")
                     query = self.personality.fast_gen(f"!@>system: Read the discussion and reformulate {self.config.user_name}'s request.\nDo not answer the request.\nDo not add explanations.\n!@>discussion:\n{discussion[-2048:]}\n!@>search query: ", max_generation_size=256, show_progress=True, callback=self.personality.sink)
+                    self.personality.step_end("Building query")
                     # skills = self.skills_library.query_entry(query)
+                    self.personality.step_start("Adding skills")
                     if self.config.debug:
                         ASCIIColors.info(f"Query : {query}")
                     skill_titles, skills = self.skills_library.query_vector_db(query, top_k=3, max_dist=1000)#query_entry_fts(query)
@@ -645,11 +648,13 @@ class LollmsApplication(LoLLMsCom):
                             knowledge=f"!@>knowledge:\n"
                         for i,(title, content) in enumerate(zip(skill_titles,skills)):
                             knowledge += f"!@>knowledge {i}:\n!@>title:\n{title}\ncontent:\n{content}"
-                    self.personality.step_end("Building skills library")
+                    self.personality.step_end("Adding skills")
+                    self.personality.step_end("Querying skills library")
                 except Exception as ex:
                     ASCIIColors.error(ex)
                     self.warning("Couldn't add long term memory information to the context. Please verify the vector database")        # Add information about the user
-                    self.personality.step_end("Building skills library",False)
+                    self.personality.step_end("Adding skills")
+                    self.personality.step_end("Querying skills library",False)
         user_description=""
         if self.config.use_user_informations_in_discussion:
             user_description="!@>User description:\n"+self.config.user_description+"\n"
diff --git a/lollms/databases/skills_database.py b/lollms/databases/skills_database.py
index 5971ae6..9043072 100644
--- a/lollms/databases/skills_database.py
+++ b/lollms/databases/skills_database.py
@@ -174,19 +174,57 @@ class SkillsLibrary:
         res = cursor.fetchall()
         cursor.close()
         conn.close()
-        return [r[0] for r in res]
+        return list(set([r[0] for r in res]))
+    
+   
     def get_titles(self, category):
         conn = sqlite3.connect(self.db_path)
         cursor = conn.cursor()
         # Use direct string concatenation for the MATCH expression.
         # Ensure text is safely escaped to avoid SQL injection.
-        query = "SELECT title FROM skills_library WHERE category=?"
+        query = "SELECT id, title FROM skills_library WHERE category=?"
         cursor.execute(query,(category,))
         res = cursor.fetchall()
         cursor.close()
         conn.close()
+        return [{"id":r[0], "title":r[1]} for r in res]
+
+    def get_content(self, id):
+        conn = sqlite3.connect(self.db_path)
+        cursor = conn.cursor()
+        # Use direct string concatenation for the MATCH expression.
+        # Ensure text is safely escaped to avoid SQL injection.
+        query = "SELECT content FROM skills_library WHERE id = ?"
+        cursor.execute(query, (id,))
+        res = cursor.fetchall()
+        cursor.close()
+        conn.close()
         return [r[0] for r in res]
 
+    def get_skill(self, id):
+        conn = sqlite3.connect(self.db_path)
+        cursor = conn.cursor()
+        # Use direct string concatenation for the MATCH expression.
+        # Ensure text is safely escaped to avoid SQL injection.
+        query = "SELECT id, category, title, content FROM skills_library WHERE id = ?"
+        cursor.execute(query, (id,))
+        res = cursor.fetchall()
+        cursor.close()
+        conn.close()
+        return [{"id":r[0], "category":r[1], "title":r[2], "content":r[3]} for r in res]
+
+    def update_skill(self, id, category, title, content):
+        conn = sqlite3.connect(self.db_path)
+        cursor = conn.cursor()
+        # Use direct string concatenation for the MATCH expression.
+        # Ensure text is safely escaped to avoid SQL injection.
+        query = "UPDATE skills_library SET category=?, title=?, content=? WHERE id = ?"
+        cursor.execute(query, (category,title,content))
+        res = cursor.fetchall()
+        cursor.close()
+        conn.close()
+        return [{"id":r[0], "category":r[1], "title":r[2], "content":r[3]} for r in res]
+
 
     def remove_entry(self, id):
         conn = sqlite3.connect(self.db_path)
diff --git a/lollms/server/endpoints/lollms_skills_library.py b/lollms/server/endpoints/lollms_skills_library.py
index bf44e66..6141291 100644
--- a/lollms/server/endpoints/lollms_skills_library.py
+++ b/lollms/server/endpoints/lollms_skills_library.py
@@ -28,14 +28,20 @@ lollmsElfServer:LOLLMSWebUI = LOLLMSWebUI.get_instance()
 class DiscussionInfos(BaseModel):
     client_id: str
 
-class CategoryData(BaseModel):
+class SkillInfos(BaseModel):
     client_id: str
+    skill_id: int
+
+class SkillUpdateInfos(BaseModel):
+    client_id: str
+    skill_id: int
     category: str
+    title: str
+    content: str
 
 class CategoryData(BaseModel):
     client_id: str
     category: str
-    title: str
 
 
 @router.post("/get_skills_library")
@@ -44,16 +50,23 @@ def get_skills_library_categories(discussionInfos:DiscussionInfos):
 
 @router.post("/get_skills_library_categories")
 def get_skills_library_categories(discussionInfos:DiscussionInfos):
+    # get_categories returns a list of strings, each entry is a category
     return {"status":True, "categories":lollmsElfServer.skills_library.get_categories()}
 
 @router.post("/get_skills_library_titles")
 def get_skills_library_categories(categoryData:CategoryData):
+    # Get titles returns a list of dict each entry has id and title
     return {"status":True, "titles":lollmsElfServer.skills_library.get_titles(categoryData.category)}
 
 @router.post("/get_skills_library_content")
-def get_skills_library_categories(categoryData:CategoryData):
-    return {"status":True, "contents":lollmsElfServer.skills_library.get_titles(categoryData.category)}
+def get_skills_library_content(skillInfos:SkillInfos):
+    # Get the content of the skill from the id, the output is a list of dicts each entry has id, category, title and content
+    return {"status":True, "contents":lollmsElfServer.skills_library.get_skill(skillInfos.skill_id)}
 
+@router.post("/edit_skill")
+def edit_skill(skillInfos:SkillUpdateInfos):
+    lollmsElfServer.skills_library.update_skill(skillInfos.skill_id, skillInfos.category, skillInfos.title, skillInfos.content)
+    return {"status":True}
 
 @router.post("/add_discussion_to_skills_library")
 def add_discussion_to_skills_library(discussionInfos:DiscussionInfos):
diff --git a/lollms/server/events/lollms_model_events.py b/lollms/server/events/lollms_model_events.py
index bc1cbbf..d169d40 100644
--- a/lollms/server/events/lollms_model_events.py
+++ b/lollms/server/events/lollms_model_events.py
@@ -36,7 +36,6 @@ def add_events(sio:socketio):
     def install_model(sid, data):
         client_id = sid
         sanitize_path(data["type"])
-        sanitize_path(data["path"])
         sanitize_path(data["variant_name"])
         tpe = threading.Thread(target=lollmsElfServer.binding.install_model, args=(data["type"], data["path"], data["variant_name"], client_id))
         tpe.start()