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Added

Local Agent Usage History & Redesigned Dashboard: Persist Agent usage records into a local SQLite database (agent_usage.db) with fast incremental synchronization and permanent history retention. Rebuilt the Agent Usage dashboard with custom range and granularity controls, multi-select Agent filters, token/cost/cache KPI cards with sparklines and period comparison, trend and token mix charts, an activity card with all-time calendar and 30-day hourly heatmaps, and detailed model and Agent statistics. Added configurable background sync intervals (5 minutes to 1 hour, or disabled) under Data Management (#564).

本地 Agent 使用记录与仪表盘重构：将 Agent 使用记录持久化存储至本地 SQLite 数据库（agent_usage.db），支持增量极速同步与历史留存；页面支持自定义时间范围与统计粒度、多选筛选 Agent，提供 Token、成本及缓存命中率 KPI 卡片（含走势微图与环比变化）、趋势与 Token 结构图表、活跃度热力图（含全量日历与 30 天时段热力分布）以及模型/Agent 详细数据统计；同时支持在「数据管理」中自定义后台同步周期（5分钟至1小时，或关闭）（#564）。