diff --git a/graphify/extractors/elixir.py b/graphify/extractors/elixir.py
index 85bf867c0d..e622d0f9e2 100644
--- a/graphify/extractors/elixir.py
+++ b/graphify/extractors/elixir.py
@@ -120,6 +120,30 @@ def _get_defimpl_target(node) -> str | None:
                     return val
         return None
 
+    def _get_do_keyword_body(node):
+        """The body of a keyword-form definition (`def f(x), do: expr`).
+
+        tree-sitter-elixir puts the keyword body in the `arguments` node's
+        trailing `keywords` child, as the value of the `pair` whose keyword
+        is `do:` (#4207). Returns the value node, or None when the definition
+        uses a `do_block` (or has no keyword body at all).
+        """
+        if node is None:
+            return None
+        for child in node.children:
+            if child.type != "keywords":
+                continue
+            for pair in child.children:
+                if pair.type != "pair":
+                    continue
+                keyword_text = None
+                for sub in pair.children:
+                    if sub.type == "keyword":
+                        keyword_text = source[sub.start_byte:sub.end_byte].decode("utf-8", errors="replace")
+                    elif keyword_text is not None and keyword_text.rstrip(": ").strip() == "do":
+                        return sub
+        return None
+
     def walk(node, parent_module_nid: str | None = None) -> None:
         if node.type != "call":
             for child in node.children:
@@ -251,6 +275,14 @@ def walk(node, parent_module_nid: str | None = None) -> None:
                 add_edge(file_nid, func_nid, "contains", line)
             if do_block_node:
                 function_bodies.append((func_nid, do_block_node))
+            else:
+                # Keyword form (`def f(x), do: expr`) has no `do_block`; its
+                # body is the value of the `do:` pair in `arguments` (#4207).
+                # Without this the body is never walked and its calls are
+                # silently dropped from the graph.
+                keyword_body = _get_do_keyword_body(arguments_node)
+                if keyword_body is not None:
+                    function_bodies.append((func_nid, keyword_body))
             return
 
         if keyword in _IMPORT_KEYWORDS and arguments_node:
diff --git a/tests/test_elixir_keyword_def_calls.py b/tests/test_elixir_keyword_def_calls.py
new file mode 100644
index 0000000000..d1647bf7ba
--- /dev/null
+++ b/tests/test_elixir_keyword_def_calls.py
@@ -0,0 +1,70 @@
+"""Keyword-form Elixir definitions keep their calls edges (#4207).
+
+A one-line definition (`def a(x), do: b(x)`) has no `do_block` node: the
+body is the value of the `do:` pair in the `arguments` keywords. The
+extractor only registered `do_block` bodies for the call-walk pass, so every
+call inside a keyword-form body was silently dropped from the graph.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+from graphify.extract import extract
+
+_CORPUS = {
+    "lib/short.ex": (
+        "defmodule App.Short do\n"
+        "  def a(x), do: b(x)\n"
+        "\n"
+        "  def b(x) do\n"
+        "    x\n"
+        "  end\n"
+        "\n"
+        "  defp c(x), do: d(x) |> e(x)\n"
+        "\n"
+        "  def g(x) when is_list(x), do: b(x)\n"
+        "end\n"
+    ),
+}
+
+
+def _calls(tmp_path: Path) -> set[tuple[str, str]]:
+    paths = []
+    for name, body in _CORPUS.items():
+        path = tmp_path / name
+        path.parent.mkdir(parents=True, exist_ok=True)
+        path.write_text(body, encoding="utf-8")
+        paths.append(path)
+    result = extract(paths, cache_root=tmp_path / "graphify-out")
+    label = {n["id"]: n["label"] for n in result["nodes"]}
+    return {
+        (label[e["source"]], label[e["target"]])
+        for e in result["edges"]
+        if e["relation"] == "calls" and e["source"] in label and e["target"] in label
+    }
+
+
+def test_keyword_def_body_calls_are_extracted(tmp_path: Path):
+    """`def a(x), do: b(x)` must emit a calls edge a() -> b()."""
+    calls = _calls(tmp_path)
+    assert ("a()", "b()") in calls
+
+
+def test_guarded_keyword_def_body_calls_are_extracted(tmp_path: Path):
+    """A `when`-guarded keyword head keeps its keyword body walkable."""
+    calls = _calls(tmp_path)
+    assert ("g()", "b()") in calls
+
+
+def test_keyword_def_without_local_targets_emits_no_dangling_edges(tmp_path: Path):
+    """`defp c(x), do: d(x) |> e(x)` references undefined functions: the walk
+    must not mint calls edges to non-existent nodes."""
+    calls = _calls(tmp_path)
+    assert not any(src == "c()" for src, _ in calls)
+
+
+def test_block_def_behavior_is_unchanged(tmp_path: Path):
+    """The block form still registers its function node exactly once."""
+    calls = _calls(tmp_path)
+    assert ("b()", "b()") not in calls  # no self-edge invented