diff --git a/pipeline_bidding/bid_flow.py b/pipeline_bidding/bid_flow.py
index 84d95f4..b3e395a 100644
--- a/pipeline_bidding/bid_flow.py
+++ b/pipeline_bidding/bid_flow.py
@@ -717,6 +717,9 @@ async def diagnose_bid_project(project_id):
         if not prec:
             return "项目不存在: %s" % project_id
         proj = rec_to_dict(prec[0])
+        # 门禁：非 in_progress 的项目只诊断不派发（2026-09-02：诊断入口曾绕过
+        # paused 排除派发任务，违反"项目 paused 零消耗"铁律）
+        _proj_paused = proj.get("status") not in ("in_progress", "active", "running")
         hts = await sor.sqlExe(
             "SELECT id, task_type, title, status FROM pipeline_human_tasks "
             "WHERE project_id=${p}$ ORDER BY created_at DESC LIMIT 20", {"p": project_id})
@@ -740,7 +743,9 @@ async def diagnose_bid_project(project_id):
             counts[tbl] = await _count(
                 sor, "SELECT COUNT(*) AS c FROM " + tbl + " WHERE project_id=${p}$",
                 {"p": project_id})
-        acts = await reconcile_project(sor, project_id, proj.get("name", ""))
+        acts = (["skipped: 项目状态 %s（非 in_progress），只诊断不派发" % proj.get("status")]
+                if _proj_paused
+                else await reconcile_project(sor, project_id, proj.get("name", "")))
         return json.dumps({
             "project": proj, "counts": counts,
             "chapter_status": {getattr(r, "status", ""): to_int(getattr(r, "c", 0))