feat(kernel): agent_get 返回值扩展 UserProfile 字段

- AgentInfo 增加 user_profile: Option<Value> (serde default)
- SqliteStorage 增加 pool() getter
- agent_get 命令查询 UserProfileStore 填充 user_profile
- 前端 AgentInfo 类型同步更新
复用已有 UserProfileStore，不新增 Tauri 命令。

crates/zclaw-growth/src/storage/sqlite.rs

@@ -41,6 +41,11 @@ pub(crate) struct MemoryRow {
 }
 
 impl SqliteStorage {
+    /// Get a reference to the underlying connection pool
+    pub fn pool(&self) -> &SqlitePool {
+        &self.pool
+    }
+
     /// Create a new SQLite storage at the given path
     pub async fn new(path: impl Into<PathBuf>) -> Result<Self> {
         let path = path.into();

crates/zclaw-kernel/src/registry.rs

@@ -85,6 +85,7 @@ impl AgentRegistry {
             system_prompt: config.system_prompt.clone(),
             temperature: config.temperature,
             max_tokens: config.max_tokens,
+            user_profile: None,
         })
     }
 

crates/zclaw-types/src/agent.rs

@@ -171,6 +171,9 @@ pub struct AgentInfo {
     pub system_prompt: Option<String>,
     pub temperature: Option<f32>,
     pub max_tokens: Option<u32>,
+    /// UserProfile from zclaw-memory UserProfileStore (populated on-demand by agent_get)
+    #[serde(default)]
+    pub user_profile: Option<serde_json::Value>,
 }
 
 impl From<AgentConfig> for AgentInfo {
@@ -189,6 +192,7 @@ impl From<AgentConfig> for AgentInfo {
             system_prompt: config.system_prompt,
             temperature: config.temperature,
             max_tokens: config.max_tokens,
+            user_profile: None, // Populated on-demand by agent_get command
         }
     }
 }

desktop/src-tauri/src/kernel_commands/agent.rs

@@ -163,7 +163,7 @@ pub async fn agent_list(
     Ok(kernel.list_agents())
 }
 
-/// Get agent info
+/// Get agent info (with optional UserProfile from memory store)
 // @connected
 #[tauri::command]
 pub async fn agent_get(
@@ -180,7 +180,19 @@ pub async fn agent_get(
     let id: AgentId = agent_id.parse()
         .map_err(|_| "Invalid agent ID format".to_string())?;
 
-    Ok(kernel.get_agent(&id))
+    let mut info = kernel.get_agent(&id);
+
+    // Extend with UserProfile if available
+    if let Some(ref mut agent_info) = info {
+        if let Ok(storage) = crate::viking_commands::get_storage().await {
+            let profile_store = zclaw_memory::UserProfileStore::new(storage.pool().clone());
+            if let Ok(Some(profile)) = profile_store.get(&agent_id).await {
+                agent_info.user_profile = Some(serde_json::to_value(profile).unwrap_or_default());
+            }
+        }
+    }
+
+    Ok(info)
 }
 
 /// Delete an agent

desktop/src/lib/kernel-types.ts

@@ -33,6 +33,7 @@ export interface AgentInfo {
   systemPrompt?: string;
   temperature?: number;
   maxTokens?: number;
+  userProfile?: Record<string, unknown>;
 }
 
 export interface CreateAgentRequest {