diff --git a/python/commands/schematic_analysis.py b/python/commands/schematic_analysis.py
index 7eab32b..487db15 100644
--- a/python/commands/schematic_analysis.py
+++ b/python/commands/schematic_analysis.py
@@ -332,8 +332,12 @@ def _transform_local_point(
 ) -> Tuple[float, float]:
     """
     Transform a point from local symbol coordinates to absolute schematic
-    coordinates using KiCad's transform order: mirror → rotate → translate.
+    coordinates using KiCad's transform order:
+    negate-y (lib y-up → schematic y-down) → mirror → rotate → translate.
     """
+    # Library symbols use y-up; schematic uses y-down
+    ly = -ly
+
     # Apply mirroring in local coords
     if mirror_x:
         ly = -ly
diff --git a/python/tests/test_schematic_analysis.py b/python/tests/test_schematic_analysis.py
index b287f07..c7c4bcd 100644
--- a/python/tests/test_schematic_analysis.py
+++ b/python/tests/test_schematic_analysis.py
@@ -749,21 +749,24 @@ class TestTransformLocalPoint:
     """Test local→absolute coordinate transform."""
 
     def test_no_transform(self):
+        # ly is negated (lib y-up → schematic y-down)
         x, y = _transform_local_point(1.0, 2.0, 100.0, 200.0, 0, False, False)
         assert x == pytest.approx(101.0)
-        assert y == pytest.approx(202.0)
+        assert y == pytest.approx(198.0)
 
     def test_mirror_x(self):
+        # y-negate then mirror_x cancel out → net ly unchanged
         x, y = _transform_local_point(1.0, 2.0, 0.0, 0.0, 0, True, False)
         assert x == pytest.approx(1.0)
-        assert y == pytest.approx(-2.0)
+        assert y == pytest.approx(2.0)
 
     def test_mirror_y(self):
         x, y = _transform_local_point(1.0, 2.0, 0.0, 0.0, 0, False, True)
         assert x == pytest.approx(-1.0)
-        assert y == pytest.approx(2.0)
+        assert y == pytest.approx(-2.0)
 
     def test_rotation_90(self):
+        # ly=0 negated is still 0, then rotate lx=1 by 90°
         x, y = _transform_local_point(1.0, 0.0, 0.0, 0.0, 90, False, False)
         assert x == pytest.approx(0.0, abs=1e-9)
         assert y == pytest.approx(1.0, abs=1e-9)