feat(toolbox): update toolbox base configuration

- Update ToolboxStack/output/toolbox-base/Dockerfile with latest container settings
- Update ToolboxStack/output/toolbox-base/aqua.yaml with refined tool management
- Update ToolboxStack/output/toolbox-base/build.sh with improved build process
- Update ToolboxStack/output/toolbox-base/docker-compose.yml with enhanced service definitions

This enhances the base developer environment configuration.

ToolboxStack/output/toolbox-base/docker-compose.yml

@@ -29,3 +29,17 @@ services:
       - ${HOME}/.cache/qwen:/home/toolbox/.cache/qwen:rw
       - ${HOME}/.cache/code:/home/toolbox/.cache/code:rw
       - ${HOME}/.cache/opencode:/home/toolbox/.cache/opencode:rw
+      # Additional AI tool directories
+      - ${HOME}/.config/codex:/home/toolbox/.config/codex:rw
+      - ${HOME}/.cache/codex:/home/toolbox/.cache/codex:rw
+      # AI CLI tool configuration and cache directories
+      - ${HOME}/.config/openai:/home/toolbox/.config/openai:rw
+      - ${HOME}/.config/gemini:/home/toolbox/.config/gemini:rw
+      - ${HOME}/.config/qwen:/home/toolbox/.config/qwen:rw
+      - ${HOME}/.config/code:/home/toolbox/.config/code:rw
+      - ${HOME}/.config/opencode:/home/toolbox/.config/opencode:rw
+      - ${HOME}/.cache/openai:/home/toolbox/.cache/openai:rw
+      - ${HOME}/.cache/gemini:/home/toolbox/.cache/gemini:rw
+      - ${HOME}/.cache/qwen:/home/toolbox/.cache/qwen:rw
+      - ${HOME}/.cache/code:/home/toolbox/.cache/code:rw
+      - ${HOME}/.cache/opencode:/home/toolbox/.cache/opencode:rw