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- agent.py: 重构 ProbeAgent/CoachAgent,类型注解 + 中文 docstring - config.py / main.py / record.py / ui.py: 同步改造 - .gitignore: 新增 学习笔记&修改要求/ 排除规则 - AGENTS.md / LOG.md / README.md: 新增项目文档
- Coach 从出题判题改为混合教学（explain/ask/feedback/summary） - 旧类型 question/judge 禁用，agent 自动纠正 + 加警告 - JSON 解析修复：_fix_json_string_escapes 处理裸引号和 LaTeX 反斜杠 - KB 升级：add_mastered/remove_mastered/get_progress_summary - 学习记录 add_turn 取代 add_question，理解度字段兼容新旧格式 - Spinner 动画（ASCII |/-\\）替代静态 loading - 密码遮蔽 password_input（msvcrt getch + *回显 + Backspace） - 全屏登录 _login_screen() 替代 _get_user，alt buffer 一体展示 （账号列表 + 密码输入 + 新建账号，视觉连贯无断层） - 账号管理 AccountStore（PBKDF2-HMAC-SHA256 + 随机盐） - 切换账号 _switch_account / 启动时 last_user 预选 - view_history / resume_session 刷新循环 + 清屏 + 诊断 - .gitignore 重写：新增 .passwords/.DS_Store/*.pyc 等模式 - 模块/函数/方法全部中文 docstring + type hint
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简单重新架构,并创建安卓端,留下链接:)