diff --git a/docs/todo.md b/docs/future_work.md
similarity index 97%
rename from docs/todo.md
rename to docs/future_work.md
index 8e44c695..22f9530e 100644
--- a/docs/todo.md
+++ b/docs/future_work.md
@@ -1,17 +1,21 @@
-# TODO
+# Future Work
 
 ## Planned Features
 
 ### 1. Automatic Tool Exploration Mode
 Add an automatic tool exploration mode that generates tool memory by:
 - Automatically discovering and testing available tools
+
 - Learning tool usage patterns and best practices
+
 - Building a comprehensive tool memory database from exploration results
 
 ### 2. Desktop Pet Personal Assistant
 Build a desktop pet personal assistant with:
 - Interactive desktop companion interface
+
 - Personalized assistance capabilities
+
 - Integration with ReMe's memory system
 
 ### 3. Task Memory Research Implementation
@@ -20,6 +24,8 @@ We are currently working on implementing features based on task memory research
 ### 4. Mem-Agent Exploration
 We are exploring mem-agent to implement agentic memory pathways:
 - Investigating agent-driven memory management
+
 - Developing autonomous memory retrieval and storage mechanisms
+
 - Building more intelligent memory update strategies
 
diff --git a/mkdocs.yml b/mkdocs.yml
index 1cf1eb80..b5c725ff 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -45,7 +45,8 @@ nav:
       - BFCL: cookbook/bfcl/quickstart.md
       - FrozenLake: cookbook/frozenlake/quickstart.md
 
-  - TODO: todo.md
+  - Future Work:
+      - future_work.md
 
   - Contribution Guide: contribution.md