feat: 全链路追踪系统 — ai-core追踪事件 + ethend管道视图

ai-core:
- 新增 TraceEvent 内存环形缓冲区(200条)
- GET /api/v1/trace/events 端点（支持session_id过滤）
- 预置 trace.go 追踪事件定义

ethend:
- trace/recent 聚合 platform-bridge消息日志 + ai-core追踪事件
- 消息按管线分组: msg_received→llm_call→tool_call→msg_sent
- 前端管线卡片视图: 每条消息显示完整处理步骤

Co-Authored-By: Claude <noreply@anthropic.com>

ethend/public/index.html

@@ -6284,15 +6284,51 @@ async function refreshTrace() {
     }
   }
 
-  // 如果是首次加载（content 只有 loading 提示），全量渲染
+  // Try pipeline view first (new format)
+  var pipelines = data.pipelines || [];
+  if (pipelines.length > 0) {
+    var html = '<div class="trace-timeline">';
+    for (var pi = 0; pi < pipelines.length; pi++) {
+      var pl = pipelines[pi];
+      var steps = pl.steps || [];
+      var hasMsg = steps.some(function(s){ return s.hop === 'msg_received'; });
+      html += '<div class="trace-pipeline" style="margin:12px 0;border:1px solid var(--border);border-radius:8px;overflow:hidden">';
+      // Pipeline header
+      html += '<div style="padding:8px 12px;background:var(--bg2);display:flex;justify-content:space-between;align-items:center">';
+      html += '<span style="font-weight:600;font-size:13px">📨 ' + escHtml(pl.sender || '?') + (pl.platform ? ' · ' + escHtml(pl.platform) : '') + '</span>';
+      html += '<span style="font-size:11px;color:var(--text2)">' + (pl.timestamp || '').substring(11,19) + '</span>';
+      html += '</div>';
+      // Pipeline steps
+      html += '<div style="padding:4px 0">';
+      for (var si = 0; si < steps.length; si++) {
+        var s = steps[si];
+        var hopIcon = {msg_received:'📥',msg_sent:'📤',llm_call:'🧠',tool_call:'🔧',session:'👤'}[s.hop] || '●';
+        var hopColor = s.status === 'error' ? 'var(--red)' : (s.hop === 'msg_received' ? 'var(--blue)' : s.hop === 'msg_sent' ? 'var(--green)' : 'var(--text2)');
+        html += '<div style="display:flex;align-items:flex-start;padding:4px 12px;gap:8px;font-size:12px">';
+        html += '<span style="color:' + hopColor + ';flex-shrink:0;width:20px;text-align:center">' + hopIcon + '</span>';
+        html += '<span style="flex:1"><b>' + escHtml(s.label) + '</b>';
+        if (s.detail) html += '<br><span style="color:var(--text2);font-size:11px">' + escHtml(s.detail) + '</span>';
+        if (s.durationMs > 0) html += ' <span style="color:var(--text3);font-size:10px">(' + (s.durationMs >= 1000 ? (s.durationMs/1000).toFixed(1)+'s' : s.durationMs+'ms') + ')</span>';
+        html += '</span></div>';
+      }
+      html += '</div></div>';
+    }
+    html += '</div>';
+    contentEl.innerHTML = html;
+    // Also update stats
+    updateTraceStatsEl(statsEl, traces, stats, data.session);
+    return;
+  }
+
+  // Fallback: flat timeline
   var timeline = contentEl.querySelector('.trace-timeline');
   if (!timeline) {
-    if (traces.length === 0) {
+    if (traces.length === 0 && pipelines.length === 0) {
       contentEl.innerHTML = '<div class="trace-empty"><div class="icon">📭</div>暂无链路追踪数据<br><span style="font-size:11px;color:var(--text3)">请确保服务正在运行且有消息活动</span></div>';
       statsEl.innerHTML = '';
       return;
     }
-    // 全量渲染
+    // 全量渲染 (old format)
     var html = '<div class="trace-timeline">';
     for (var i = 0; i < traces.length; i++) {
       html += traceHopHtml(traces[i], i > 0 ? traces[i-1] : null);

ethend/src/index.js

@@ -1277,16 +1277,16 @@ function parseLogTimestamp(line) {
 app.get('/api/trace/recent', async (req, res) => {
   const limit = Math.min(parseInt(req.query.limit) || 50, 200);
   try {
-    const [llmResult, toolResult, sessionsResult, bridgeLogsResult, aiCoreLogsResult] = await Promise.all([
+    const [llmResult, toolResult, sessionsResult, bridgeLogsResult, traceEventsResult] = await Promise.all([
       proxyToAICore(`/api/v1/llm-calls?limit=${limit}`).catch(() => ({ status: 502, body: [] })),
       proxyToAICore(`/api/v1/tools/calls?limit=${limit}`).catch(() => ({ status: 502, body: { calls: [] } })),
       proxyToGateway('/api/v1/admin/sessions/active').catch(() => ({ status: 502, body: { users: {} } })),
       // 拉 platform-bridge 最近的消息日志
-      Promise.all((['obv11', 'qq']).map(platform =>
-        proxyToPlatformBridge(`/api/v1/logs/${platform}?limit=50`).catch(() => ({ status: 502, body: { entries: [] } }))
+      Promise.all((['obv11']).map(platform =>
+        proxyToPlatformBridge(`/api/v1/logs/${platform}?limit=50`).catch(() => ({ status: 502, body: { logs: [] } }))
       )),
-      // 拉 ai-core 最近的日志（解析处理事件）
-      proxyToAICore('/api/v1/llm-calls/stream?limit=0').catch(() => ({ status: 502, body: [] })),
+      // 拉 ai-core 追踪事件
+      proxyToAICore(`/api/v1/trace/events?limit=${limit}`).catch(() => ({ status: 502, body: { events: [] } })),
     ]);
 
     const traces = [];
@@ -1349,6 +1349,23 @@ app.get('/api/trace/recent', async (req, res) => {
       });
     }
 
+    // === ai-core 追踪事件 (intent, subsession, synthesis, etc.) ===
+    const traceEvents = traceEventsResult.body?.events || [];
+    for (const ev of traceEvents) {
+      const ts = ev.timestamp ? new Date(ev.timestamp).getTime() : Date.now();
+      traces.push({
+        id: ev.id || `trace-${ts}`,
+        timestamp: new Date(ts).toISOString(), ts,
+        service: 'ai-core',
+        hop: ev.hop || 'trace',
+        label: ev.label || '',
+        status: ev.status || 'success',
+        durationMs: ev.duration_ms || 0,
+        detail: ev.detail || '',
+        data: ev.data || {},
+      });
+    }
+
     // === 活跃会话 ===
     const users = sessionsResult.body?.users || {};
     for (const [userID, sessions] of Object.entries(users)) {