diff --git a/railiance_fabric/coordination_graph.py b/railiance_fabric/coordination_graph.py
index 1067183..e439916 100644
--- a/railiance_fabric/coordination_graph.py
+++ b/railiance_fabric/coordination_graph.py
@@ -66,6 +66,18 @@ def _indexed_depends_targets(workplan: dict[str, Any]) -> list[str]:
     return targets
 
 
+TASK_NODE_SIZE = 26
+WORKPLAN_BASE_SIZE = 44
+WORKPLAN_SIZE_STEP = 10
+WORKPLAN_SIZE_CAP = 8
+
+
+def chokepoint_size(in_degree: int) -> int:
+    """Grow workplan nodes with the number of open items waiting on them."""
+
+    return WORKPLAN_BASE_SIZE + WORKPLAN_SIZE_STEP * min(max(in_degree, 0), WORKPLAN_SIZE_CAP)
+
+
 def coordination_graph_payload(
     workplans: list[dict[str, Any]],
     tasks: list[dict[str, Any]],
@@ -153,6 +165,7 @@ def coordination_graph_payload(
                     "needsHuman": human,
                     "displayState": "highlight" if status == "wait" or human else "show",
                     "unresolved": status == "wait" or human,
+                    "visualSize": TASK_NODE_SIZE,
                 }
             }
         )
@@ -254,11 +267,16 @@ def coordination_graph_payload(
             indexed_pairs.add((src_wp, dst))
 
     for el in elements:
-        node_id = el["data"]["id"]
+        data = el["data"]
+        if data.get("kind") == "Edge":
+            data.setdefault("edgeWidth", 3 if data.get("edgeType") in {"depends_on", "waits_on"} else 1.5)
+            continue
+        node_id = data["id"]
         if not node_id.startswith("workplan:"):
             continue
         wp_id = node_id.split(":", 1)[1]
-        el["data"]["chokepoint"] = int(chokepoint.get(wp_id) or 0)
+        data["chokepoint"] = int(chokepoint.get(wp_id) or 0)
+        data["visualSize"] = chokepoint_size(data["chokepoint"])
 
     generated = datetime.now(timezone.utc).isoformat()
     return {
diff --git a/tests/test_coordination_graph.py b/tests/test_coordination_graph.py
index 14ca63c..5a3f45d 100644
--- a/tests/test_coordination_graph.py
+++ b/tests/test_coordination_graph.py
@@ -158,6 +158,13 @@ def test_indexed_depends_on_outranks_citation_fallback() -> None:
         if el["data"]["id"] == "workplan:wp-b"
     )
     assert chokepoint == 1
+    sizes = {
+        el["data"]["id"]: el["data"]["visualSize"]
+        for el in payload["elements"]
+        if el["data"]["id"].startswith("workplan:")
+    }
+    assert sizes["workplan:wp-b"] > sizes["workplan:wp-a"]
+    assert all(e["edgeWidth"] > 0 for e in edges)
 
 
 def test_canonical_id_depends_on_resolves_to_hub_uuid() -> None: