feat: improve desktop reliability and customization

Address reliability and consistency gaps across Agent Runtimes, persistence, settings, Knowledge, Magic Notes, Smart Heartbeat, and the download site. Runtime processes now have bounded lifecycle cleanup and atomic configuration rollback, while model packages and persisted mutations recover safely.

Add a configurable global shortcut, protect unsaved work, improve modal and keyboard behavior, localize the built-in project without rewriting stored data, and lazy-load heavy renderer routes under enforced bundle budgets. Align project forms and disabled controls with shared typography and interaction states, and strengthen website release metadata validation and navigation accessibility.

Release note: 修复 Runtime、设置、知识库、魔法笔记与智能心跳中的可靠性和交互一致性问题；新增可配置全局快捷键，改进无障碍与加载性能，并强化官网下载校验。

docs/prd/learning/continuous-learning-prd.md

@@ -84,7 +84,7 @@ Observe
 
 - 用户对回答、任务或 Supervisor 意见的显式反馈。
 - 用户对心跳报告或建议的显式反馈。
-- Task/Job Run 的成功与失败比较。
+- Task 执行的成功与失败比较。
 - 并行实验结论。
 - 回放评估发现的稳定差异。
 - 用户手动创建。