feat: Implemented a built-in task management system to help smaller LLMs complete larger multistep tasks and minimize context drift

config.agent.example.yaml

@@ -17,6 +17,13 @@ agent_session: null              # Set a session to use when starting the agent.
 name: <agent-name>               # Name of the agent, used in the UI and logs
 description: <description>       # Description of the agent, used in the UI
 version: 1                       # Version of the agent
+# Todo System & Auto-Continuation
+# These settings help smaller models handle multi-step tasks more reliably.
+# See docs/TODO-SYSTEM.md for detailed documentation.
+auto_continue: false             # Enable automatic continuation when incomplete todos remain
+max_auto_continues: 10           # Maximum number of automatic continuations before stopping
+inject_todo_instructions: true   # Inject the default todo tool usage instructions into the agent's system prompt
+continuation_prompt: null        # Custom prompt used when auto-continuing (optional; uses default if null)
 mcp_servers:                     # Optional list of MCP servers that the agent utilizes
   - github                       # Corresponds to the name of an MCP server in the `<loki-config-dir>/functions/mcp.json` file
 global_tools:                    # Optional list of additional global tools to enable for the agent; i.e. not tools specific to the agent