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性能优化: - KaTeX 字体 + PDF Worker 改为 CDN，首屏 -2.7MB - ForceGraph2D/react-pdf/react-markdown 懒加载，首屏 -800KB+ - topic_stats N+1 查询改为批量聚合 (401次→4次) - Citation 字段加索引 - graph_service 全量加载改为 list_lightweight (内存 -90%) - AgentSession Set→Array 减少重渲染 - HTTP 客户端复用 + nginx gzip + LLM 指数退避重试 - 50+ 处 index-as-key 修复 任务系统重构: - TaskTracker 统一进度回调签名 (msg, cur, tot) - TaskManager 合并到 global_tracker - fetch/cs_feed/weekly/figure_analysis 进度回调粒度增强 - GlobalTaskBar 改为右下角悬浮面板 (分类图标/颜色/历史) - Sidebar 顶部精简为任务状态入口 - ActiveTask 增加 category/created_at 字段
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性能优化:
任务系统重构: