fix(audit): 修复深度审计 P1/P2 问题 — 记忆统一、持久化、前端适配

H3: 重写 memory_commands.rs 统一到 VikingStorage 单一存储，移除双写
H4: 心跳引擎 record_interaction() 持久化到 VikingStorage，启动时恢复
M4: 反思结果/状态持久化到 VikingStorage metadata，重启后自动恢复
- HandApprovalModal import 修正 (handStore 替代 gatewayStore)
- kernel-client.ts 幽灵调用替换为 kernel_status
- PersistentMemoryStore dead_code warnings 清理
- 审计报告和 README 更新至 v0.6.3，完成度 58%→62%

desktop/src-tauri/src/intelligence_hooks.rs

@@ -51,6 +51,14 @@ pub async fn post_conversation_hook(
     // Step 2: Record conversation for reflection
     let mut engine = reflection_state.lock().await;
 
+    // Apply restored state on first call (one-shot after app restart)
+    if let Some(restored_state) = crate::intelligence::reflection::pop_restored_state(agent_id) {
+        engine.apply_restored_state(restored_state);
+    }
+    if let Some(restored_result) = crate::intelligence::reflection::pop_restored_result(agent_id) {
+        engine.apply_restored_result(restored_result);
+    }
+
     engine.record_conversation();
     debug!(
         "[intelligence_hooks] Conversation count updated for agent: {}",