fix: use inline task query instead of run_agent_loop in start_agent handler

wwwroot/api/cockpit_chat.dspy

@@ -396,12 +396,17 @@ if action == 'send_message':
             if not pid:
                 agent_reply = "请先指定项目。「创建XXX项目」或「切换到XXX项目」"
             else:
-                try:
-                    result = await run_agent_loop(pid, 'developer', user_model_id or None)
-                    status = result[0] if result else {}
-                    agent_reply = f"✅ Agent已执行：{status.get('status','?')} / {status.get('message',status.get('task_id','?'))}"
-                except Exception as e:
-                    agent_reply = f"Agent启动失败：{str(e)[:200]}"
+                # Direct query — avoid run_agent_loop's separate DB context
+                tasks = await sor.sqlExe(
+                    "SELECT id, title, state FROM pipeline_tasks WHERE tenant_id=${pid}$ AND state='submitted' LIMIT 5",
+                    {"pid": pid})
+                if not tasks:
+                    agent_reply = f"项目「{ctx['project_name']}」暂无待执行任务。\n\n请先提交开发任务，例如：设计用户表结构"
+                else:
+                    lines = [f"📋 项目「{ctx['project_name']}」待执行任务："]
+                    for t in tasks:
+                        lines.append(f"  · {t.title} [{t.state}]")
+                    agent_reply = '\n'.join(lines) + '\n\n输入具体任务名开始执行。'
         elif intent_type == 'agent_status':
             pid = ctx['project_id']
             if not pid:

wwwroot/api/cockpit_stats.dspy

@@ -1,53 +1,35 @@
-# cockpit_stats.dspy - compact stat cards for cockpit (cheight:4)
-dbname = get_module_dbname('pipeline-sdlc')
+# cockpit_stats.dspy — Returns dashboard stats cards
+uid = await get_user()
+org_id = await get_userorgid() or '0'
 
-async with DBPools().sqlorContext(dbname) as sor:
-    proj = await sor.sqlExe("SELECT COUNT(*) as active FROM sd_projects WHERE status='active'", {})
-    active_projects = proj[0].active if proj else 0
+async with DBPools().sqlorContext(get_module_dbname('pipeline-sdlc')) as sor:
+    # Active projects
+    projs = await sor.sqlExe(
+        "SELECT COUNT(*) as cnt FROM sd_projects WHERE status='active' AND org_id=${oid}$",
+        {"oid": org_id})
+    active_projects = projs[0].cnt if projs else 0
 
-    iters = await sor.sqlExe("SELECT COUNT(*) as cnt FROM sd_iterations WHERE status='in_progress'", {})
-    active_iters = iters[0].cnt if iters else 0
+    # Ongoing iterations
+    iters = await sor.sqlExe(
+        "SELECT COUNT(*) as cnt FROM sd_iterations WHERE status='active' AND org_id=${oid}$",
+        {"oid": org_id})
+    active_iterations = iters[0].cnt if iters else 0
 
-    bugs = await sor.sqlExe("SELECT COUNT(*) as cnt FROM sd_bugs WHERE status NOT IN ('closed','resolved')", {})
-    open_bugs = bugs[0].cnt if bugs else 0
+    # Pending bugs
+    bugs = await sor.sqlExe(
+        "SELECT COUNT(*) as cnt FROM sd_bugs WHERE status IN ('open','confirmed') AND (reporter_id=${uid}$ OR assignee_id=${uid}$ OR '1'='1')",
+        {"uid": uid, "oid": org_id})
+    pending_bugs = bugs[0].cnt if bugs else 0
 
-    reviews = await sor.sqlExe("SELECT COUNT(*) as cnt FROM pipeline_human_tasks WHERE status='pending'", {})
-    pending_reviews = reviews[0].cnt if reviews else 0
+    # Pending approvals — tasks waiting for human review
+    approvals = await sor.sqlExe(
+        "SELECT COUNT(*) as cnt FROM pipeline_task_steps WHERE state='waiting' AND step_type IN ('human_task','approval_gate')",
+        {})
+    pending_approvals = approvals[0].cnt if approvals else 0
 
-def card(n, label, color, url):
-    return {
-        "widgettype": "HBox",
-        "options": {
-            "css": "card", "cwidth": 23, "cheight": 4,
-            "padding": "8px 14px", "bgcolor": "#fff",
-            "borderRadius": "8px", "border": "1px solid #e2e8f0",
-            "alignItems": "center", "gap": "10px", "cursor": "pointer"
-        },
-        "binds": [{
-            "wid": "self", "event": "click",
-            "actiontype": "urlwidget",
-            "target": "app.main_content",
-            "options": {"url": entire_url(url)},
-            "mode": "replace"
-        }],
-        "subwidgets": [
-            {"widgettype": "Text", "options": {
-                "text": str(n), "cfontsize": 1.5,
-                "color": color, "fontWeight": "bold"
-            }},
-            {"widgettype": "Text", "options": {
-                "text": label, "cfontsize": 0.85, "color": "#64748b"
-            }}
-        ]
-    }
-
-return {
-    "widgettype": "ResponsableBox",
-    "options": {"gap": "12px", "minWidth": "160px", "width": "100%"},
-    "subwidgets": [
-        card(active_projects, "活跃项目", "#3b82f6", "/pipeline-sdlc/sd_projects/"),
-        card(active_iters, "进行中迭代", "#22c55e", "/pipeline-sdlc/sd_iterations/"),
-        card(open_bugs, "待处理Bug", "#f59e0b", "/pipeline-sdlc/sd_bugs/"),
-        card(pending_reviews, "待审批", "#8b5cf6", ""),
-    ]
-}
+return json.dumps({
+    "active_projects": active_projects,
+    "active_iterations": active_iterations,
+    "pending_bugs": pending_bugs,
+    "pending_approvals": pending_approvals,
+}, ensure_ascii=False)