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Improvements & Bug Fixes

Plugin Logo & Icon Display Improvements: The installed plugins list, plugin store, and OAuth login page now display logos provided by plugins; also fixed an issue where third-party credentials without a built-in icon incorrectly fell back to the Gemini icon (#556).
Usage Record Model Matching Improvements: Requests for models with reasoning tier suffixes (such as -high or -low), date-based versions, or -build identifiers are no longer erroneously flagged as model substitutions (#551).
Safe Rollback for Application Updates: Portable builds now wait for the new proxy kernel to start successfully and become ready before removing the previous version's backup; if the new kernel fails to start, the update safely rolls back to keep the application usable (#555).
Configuration Sync Protection: When importing or reading a minimal kernel configuration file that omits auth-dir or api-keys, the credential directory and annotated API key list configured in the desktop client are automatically preserved rather than accidentally wiped (#553).
Codex Agent Configuration & Session Fixes: Added context window size and reasoning effort options for OAuth models; fixed an issue where switching providers prevented Codex Desktop from correctly syncing and displaying historical sessions (#552, #554).

插件 Logo 与图标展示优化：已安装插件列表、插件市场及 OAuth 登录页支持展示插件自带的 Logo；同时修复了未内置图标的第三方凭据会错误显示为 Gemini 图标的问题（#556）。
使用记录模型匹配优化：针对带有思考等级后缀（如 -high、-low）、日期版本号或 -build 标识的模型请求，不再错误标记为“模型被替换”（#551）。
应用更新安全回退机制：便携版在自动更新后，会等待新版代理内核成功启动并就绪后才清理旧版本备份；如果新版内核启动失败，将安全回滚，避免软件更新后无法启动（#555）。
配置同步保护：当直接导入或读取不含 auth-dir 或 api-keys 的精简内核配置文件时，自动保留你在桌面客户端设置的凭据目录与带有备注的 API 密钥列表，不会被意外清空（#553）。
Codex 智能体配置与会话修复：补充 OAuth 模型上下文大小与推理级别选项；修复切换 Provider 时 Codex 桌面端历史会话未正确同步显示的问题（#552、#554）。