diff --git a/atlasbot/snapshot/builder.py b/atlasbot/snapshot/builder.py
index 92a5999..f81c1ec 100644
--- a/atlasbot/snapshot/builder.py
+++ b/atlasbot/snapshot/builder.py
@@ -114,12 +114,15 @@ def _merge_cluster_summary(snapshot: dict[str, Any], summary: dict[str, Any]) ->
     signals = cluster_summary.get("signals")
     profiles = cluster_summary.get("profiles")
     inventory = cluster_summary.get("inventory")
+    topology = cluster_summary.get("topology")
     if isinstance(signals, list):
         summary["signals"] = signals
     if isinstance(profiles, dict):
         summary["profiles"] = profiles
     if isinstance(inventory, dict):
         summary["inventory"] = inventory
+    if isinstance(topology, dict):
+        summary["topology"] = topology
 
 
 def _nodes_detail(snapshot: dict[str, Any]) -> list[dict[str, Any]]:
@@ -1323,6 +1326,45 @@ def _append_workloads(lines: list[str], summary: dict[str, Any]) -> None:
         lines.append("workloads_top: " + "; ".join(parts))
 
 
+def _append_topology(lines: list[str], summary: dict[str, Any]) -> None:
+    topology = summary.get("topology") if isinstance(summary.get("topology"), dict) else {}
+    if not topology:
+        return
+    nodes = topology.get("nodes") if isinstance(topology.get("nodes"), list) else []
+    workloads = topology.get("workloads") if isinstance(topology.get("workloads"), list) else []
+    if nodes:
+        parts = []
+        for entry in nodes[:5]:
+            if not isinstance(entry, dict):
+                continue
+            node = entry.get("node")
+            top = entry.get("workloads_top") if isinstance(entry.get("workloads_top"), list) else []
+            if not node or not top:
+                continue
+            items = ", ".join([f"{name}({count})" for name, count in top if name and count is not None])
+            if items:
+                parts.append(f"{node}={items}")
+        if parts:
+            lines.append("node_workloads_top: " + "; ".join(parts))
+    if workloads:
+        parts = []
+        for entry in workloads[:5]:
+            if not isinstance(entry, dict):
+                continue
+            namespace = entry.get("namespace")
+            name = entry.get("workload")
+            nodes_top = entry.get("nodes_top") if isinstance(entry.get("nodes_top"), list) else []
+            if not namespace or not name:
+                continue
+            nodes_label = ", ".join([f"{node}:{count}" for node, count in nodes_top if node])
+            label = f"{namespace}/{name}"
+            if nodes_label:
+                label = f"{label} [{nodes_label}]"
+            parts.append(label)
+        if parts:
+            lines.append("workload_nodes_top: " + "; ".join(parts))
+
+
 def _append_flux(lines: list[str], summary: dict[str, Any]) -> None:
     flux = summary.get("flux") if isinstance(summary.get("flux"), dict) else {}
     if not flux:
@@ -1656,6 +1698,7 @@ def summary_text(snapshot: dict[str, Any] | None) -> str:
     _append_namespace_capacity_summary(lines, summary)
     _append_longhorn(lines, summary)
     _append_workloads(lines, summary)
+    _append_topology(lines, summary)
     _append_workloads_by_namespace(lines, summary)
     _append_node_load_summary(lines, summary)
     _append_cluster_watchlist(lines, summary)