* add: as_token_counters config for reme_cli
* add: reme_cli function
* update: format the terminal printing for reme_cli
* update: check for pre-commit
* single quotes for the inner dictionary keys
* update the usage of get_std_logger for pre-commit
* update the usage of get_std_logger for pre-commit
* add 'console_enabled' param in compactor&summarizer
* feat(memory): add ContextChecker component for context size management
* refactor(memory): restructure file-based memory tools and update imports
* docs(readme): update documentation with detailed architecture and components
* docs(readme): update Chinese documentation with enhanced memory management diagrams
* refactor(cookbook): move cookbook files to test directory and clean up docs
* docs(readme): update link path for old version documentation
* docs(readme): update documentation with improved architecture diagrams and component details
* docs(readme): update documentation with improved clarity and structure
* refactor(docs): update in-memory memory documentation
* docs(readme): add experiment reproduction link to quickstart guide