diff --git a/apps/desktop/src/renderer/styles/module-pages/skills.css b/apps/desktop/src/renderer/styles/module-pages/skills.css
index a7ef285678..5f3b61fd1a 100644
--- a/apps/desktop/src/renderer/styles/module-pages/skills.css
+++ b/apps/desktop/src/renderer/styles/module-pages/skills.css
@@ -1,11 +1,15 @@
+/* Round 10: the search field and the 添加 CTA share one header row —
+   they align on the SAME control height (36px, the default button) and
+   the SAME radius family (radius-control). Previously 32px/8px vs
+   36px/6px read as two misaligned controls. */
 .maka-skill-search {
   width: min(280px, 30vw);
-  height: 32px;
+  height: 36px;
   display: inline-flex;
   align-items: center;
   gap: var(--space-1-5);
   border: var(--border-width-hairline) solid var(--border);
-  border-radius: var(--radius-surface);
+  border-radius: var(--radius-control);
   background: var(--background);
   color: var(--muted-foreground);
   padding: 0 var(--space-2-5);
diff --git a/apps/desktop/src/renderer/styles/settings/models.css b/apps/desktop/src/renderer/styles/settings/models.css
index 641d9d19f2..28ba8498c5 100644
--- a/apps/desktop/src/renderer/styles/settings/models.css
+++ b/apps/desktop/src/renderer/styles/settings/models.css
@@ -34,6 +34,10 @@
   transition: background-color var(--duration-quick) var(--ease-out-strong);
 }
 
+/* Round 10: interactive fills in the seamless list are ROUNDED like every
+   other row surface in the app (sidebar nav, session list) — square
+   full-bleed bands broke the radius language. */
+.enabledProviderTrigger { border-radius: var(--radius-control); }
 .enabledProviderTrigger:hover { background: var(--state-hover-bg); }
 
 .enabledProviderName {
@@ -108,6 +112,10 @@
   border-top: var(--border-width-hairline) solid oklch(from var(--foreground) l c h / 0.07);
 }
 
+.enabledConnRow {
+  border-radius: var(--radius-control);
+}
+
 .enabledConnRow[data-default="true"] {
   background: var(--state-selected-bg);
 }