diff --git a/packages/dispatcher/src/scheduler.ts b/packages/dispatcher/src/scheduler.ts
index 83d3cb1..111ba01 100644
--- a/packages/dispatcher/src/scheduler.ts
+++ b/packages/dispatcher/src/scheduler.ts
@@ -11,6 +11,7 @@ function ts(): string {
 export class OcScheduler {
   private running = false;
   private timer: ReturnType<typeof setTimeout> | null = null;
+  private readonly names: Record<string, string>;
 
   constructor(
     private readonly config: DispatcherConfig,
@@ -18,7 +19,9 @@ export class OcScheduler {
     private readonly pending: Map<string, PendingEntry>,
     /** Agent clients for pushing events */
     private readonly agentClients: AgentClient[],
-  ) {}
+  ) {
+    this.names = config.names ?? {};
+  }
 
   start(): void {
     if (this.running) return;
@@ -151,6 +154,12 @@ export class OcScheduler {
     }
   }
 
+  /** Resolve object id to human-readable name */
+  private resolveName(id: unknown): string {
+    const key = String(id);
+    return this.names[key] ?? `#${key}`;
+  }
+
   private buildEventSummary(entries: PendingEntry[], events: OGraphEvent[]): string {
     const lines: string[] = ['📋 OGraph Event Stream Updates'];
 
@@ -160,10 +169,16 @@ export class OcScheduler {
       // Format based on event type
       if (event.type_name === 'task_created') {
         const payload = event.payload as any;
-        lines.push(`📋 新任务: #${payload.subject} ${payload.title || '(无标题)'} (${payload.priority || 'normal'}) — 由 agent:${payload.creator || '?'} 创建`);
+        lines.push(`📋 新任务: #${payload.subject} ${payload.title || '(无标题)'} (${payload.priority || 'normal'}) — 由 ${this.resolveName(payload.creator)} 创建`);
+      } else if (event.type_name === 'task_assigned') {
+        const payload = event.payload as any;
+        lines.push(`📋 任务 #${payload.subject} 分配给 ${this.resolveName(payload.assignee)}`);
       } else if (event.type_name === 'task_status_changed') {
         const payload = event.payload as any;
         lines.push(`📋 #${payload.subject} 状态更新: → ${payload.status}`);
+      } else if (event.type_name === 'task_commented') {
+        const payload = event.payload as any;
+        lines.push(`💬 ${this.resolveName(payload.author)} 评论了任务 #${payload.subject}: 「${payload.content}」`);
       } else {
         lines.push(`• ${event.type_name} #${event.id} (${age}s ago)`);
       }
diff --git a/packages/dispatcher/src/types.ts b/packages/dispatcher/src/types.ts
index 30960e1..1af28f8 100644
--- a/packages/dispatcher/src/types.ts
+++ b/packages/dispatcher/src/types.ts
@@ -29,6 +29,7 @@ export interface DispatcherConfig {
     minAvailable: number;   // 最少空闲槽位（默认 2）
   };
   agents?: AgentConfig[];   // 新的 AgentClient 配置
+  names?: Record<string, string>;  // object id → 可读名字（如 "3": "小墨 🖊️"）
   intervals: {
     watcherIdle: number;      // 无变化时 poll 间隔 ms（默认 30000）
     watcherActive: number;    // 有变化时 poll 间隔 ms（默认 5000）