* style(docs): update visual styling and layout of documentation figures
- Change background color from #f7f8fb to #fffdf8
- Update fonts to include Comic Sans MS and Bradley Hand for titles
- Adjust stroke colors and widths for panels and chips
- Modify arrow and line styles with new colors and dimensions
- Update marker sizes and colors for better visual consistency
- Add rounded corners and join styles for smoother appearance
- Apply dashed borders to chip elements
- Refine color palette for text and UI elements
docs(readme): enhance documentation content and formatting
- Improve readability with better line breaks and spacing
- Update core ideas section with expanded descriptions
- Add news section announcing ACL 2026 paper acceptance
- Enhance agent integration section with detailed examples
- Revise automatic memory flow description for clarity
- Update workspace operation interface with improved categorization
- Standardize table formatting and column widths
- Clarify directory structure with better organization
- Add minimal CLI examples for easier integration
- rename session_id to session_event in directory structure
- add example files under digest directory structure
* style(docs): adjust image dimensions in README table
- Changed table cell widths from 45% to 50% for better alignment
- Reduced image width from 100% to 92% to prevent overflow
- Applied consistent sizing across all four documentation images
- Improved visual balance of the feature comparison table
* docs(readme): update documentation with design philosophy and operation interface
- Change background color in design-philosophy.svg from #f7f8fb to #ffffff
- Rename 'Workspace Operation Interface' to 'ReMe Operations' in README.md
- Update Chinese documentation with consistent 'ReMe Operations' title
- Adjust image widths from 100% to 92% in Chinese documentation tables
- Standardize summary titles in both English and Chinese documentation
* docs(readme): add demo videos for auto memory and auto dream features
- Added expandable details section with video demonstrations
- Included side-by-side comparison of Auto Memory and Auto Dream features
- Added video controls with muted loop and inline playback support
- Updated both English and Chinese README files with identical content
- Used table layout for proper alignment of demonstration videos
- Maintained consistent styling and formatting across both language versions
* docs(figure): remove qwenpaw auto memory video file
- Delete the video file qwenpaw-auto-memory.mp4 from docs/figure directory
- Remove all video content related to auto memory demonstration
- Clean up media assets that are no longer needed in documentation
* style(docs): replace details summary with centered paragraph in README files
- Replaced collapsible details/summary elements with centered paragraphs
- Removed unnecessary br tags in both English and Chinese documentation
- Maintained the same visual presentation while simplifying HTML structure
- Updated both README.md and README_ZH.md consistently
* style(docs): update design philosophy diagram styling
- Changed fonts to include Comic Sans MS and Bradley Hand for titles and labels
- Updated color scheme with darker text colors (#1f2430 instead of #172033)
- Increased stroke widths from 1.2 to 2.2 for panels and adjusted other stroke values
- Added rounded line caps and joins for smoother visual appearance
- Modified chip styling with dashed borders and updated stroke properties
- Adjusted arrow markers to smaller sizes with updated dimensions
- Refined color values for arrows, links and file lines for better contrast
- Applied consistent stroke properties across all visual elements
* docs: rename vault_dir to workspace_dir in documentation and examples
* refactor(extract): format long method call across multiple lines
* refactor(extract): format system prompt parameters for better readability
