diff --git a/.changeset/FN-7585-unify-task-detail-quick-control-styling.md b/.changeset/FN-7585-unify-task-detail-quick-control-styling.md
new file mode 100644
index 0000000000..b536ea7b2a
--- /dev/null
+++ b/.changeset/FN-7585-unify-task-detail-quick-control-styling.md
@@ -0,0 +1,7 @@
+---
+"@runfusion/fusion": patch
+---
+
+summary: Unify border, radius, and height of the task-detail Priority/Execution/Oversight controls.
+category: fix
+dev: Adds a shared --detail-control-border-radius token alongside --detail-priority-control-min-height so .detail-priority-chip, .detail-execution-mode-toggle, .detail-oversight-chip, and .detail-oversight-menu-trigger all resolve the same border-width/color/radius/height.
diff --git a/packages/dashboard/app/components/TaskDetailModal.css b/packages/dashboard/app/components/TaskDetailModal.css
index ebac44574b..d3300f17c2 100644
--- a/packages/dashboard/app/components/TaskDetailModal.css
+++ b/packages/dashboard/app/components/TaskDetailModal.css
@@ -370,8 +370,23 @@ The task-detail modal metadata must keep priority, execution mode, provenance, P
   /*
   FNXC:TaskDetail 2026-06-22-20:00:
   Priority chip and speed (execution-mode) toggle share one min-height token so they render at identical, equal height. Reduced from the old calc(space-2xl + space-xs) (~too tall) to a compact 30px that stays legible and tappable. Both controls also get trimmed vertical padding to match.
+
+  FNXC:TaskDetail 2026-07-05-00:00:
+  FN-7585 — Priority, Execution-mode, and Oversight (both the desktop chip and
+  the mobile overflow-trigger variant) previously diverged: Priority inherited
+  `.card-priority-badge`'s pill radius with a *transparent* border (so the
+  common `normal` level rendered as borderless text), while Execution-mode and
+  the Oversight mobile trigger are `.btn.btn-sm` pills with `--radius-md` and a
+      visible `--border` color. Add one shared `--detail-control-border-radius`
+  token here so all four controls resolve the same border-radius from a single
+  source; each control below also pins the same `--btn-border-width` width and
+  `--border` color so the cluster reads as one uniform control group. Only the
+  border/radius/size are unified — per-level tint backgrounds (priority
+  low/high/urgent, oversight observe/steer/autonomous/off, execution-mode
+  fast) are untouched.
   */
   --detail-priority-control-min-height: 30px;
+  --detail-control-border-radius: var(--radius-md);
 
   display: flex;
   align-items: stretch;
@@ -384,6 +399,16 @@ The task-detail modal metadata must keep priority, execution mode, provenance, P
   min-height: var(--detail-priority-control-min-height);
   padding-block: var(--space-xs);
   box-sizing: border-box;
+  /*
+  FNXC:TaskDetail 2026-07-05-00:00:
+  FN-7585 — override `.card-priority-badge`'s transparent border with a real,
+  visible border so the `normal` level (no `--low/--high/--urgent` tint) still
+  renders as a bordered box instead of borderless text, matching the
+  Execution-mode toggle and Oversight chip/trigger.
+  */
+  border-width: var(--btn-border-width);
+  border-color: var(--border);
+  border-radius: var(--detail-control-border-radius);
 }
 
 .detail-priority-chip--saving {
@@ -425,6 +450,15 @@ The task-detail modal metadata must keep priority, execution mode, provenance, P
   min-height: var(--detail-priority-control-min-height);
   padding-block: var(--space-xs);
   box-sizing: border-box;
+  /*
+  FNXC:TaskDetail 2026-07-05-00:00:
+  FN-7585 — pin the same shared border/radius token set as the Priority and
+  Oversight controls even though `.btn` already applies a border, so a future
+  change to `.btn`'s defaults cannot silently desync this cluster.
+  */
+  border-width: var(--btn-border-width);
+  border-color: var(--border);
+  border-radius: var(--detail-control-border-radius);
 }
 
 .detail-execution-mode-toggle svg {
@@ -461,12 +495,23 @@ already declares (see TaskCard.css) so oversight-level color stays a single
 semantic source, and the same `--detail-priority-control-min-height` chip
 height token as the priority/execution-mode controls above so the cluster
 renders at a uniform height.
+
+FNXC:TaskDetail 2026-07-05-00:00:
+FN-7585 — like `.detail-priority-chip`, override `.card-oversight-badge`'s
+transparent border with the shared `--btn-border-width`/`--border`/
+`--detail-control-border-radius` trio so every oversight level (including
+`--off`, which has a neutral tint) renders the same bordered box as Priority
+and Execution-mode. The mobile `.detail-oversight-menu-trigger` swap below
+gets the identical trio so both oversight variants match.
 */
 .detail-oversight-chip {
   gap: var(--space-xs);
   min-height: var(--detail-priority-control-min-height);
   padding-block: var(--space-xs);
   box-sizing: border-box;
+  border-width: var(--btn-border-width);
+  border-color: var(--border);
+  border-radius: var(--detail-control-border-radius);
 }
 
 .detail-oversight-chip--saving {
@@ -613,6 +658,16 @@ since the trigger lives in the header cluster rather than the footer, unlike
   min-height: var(--detail-priority-control-min-height);
   padding-block: var(--space-xs);
   box-sizing: border-box;
+  /*
+  FNXC:TaskDetail 2026-07-05-00:00:
+  FN-7585 — mobile swap-in for `.detail-oversight-chip` (JS `isOversightMenuMobile`
+  swap in TaskDetailModal.tsx). Pin the same shared border/radius trio so the
+  mobile overflow-trigger variant matches the desktop chip and the
+  Priority/Execution-mode controls, per the FN-7585 surface enumeration.
+  */
+  border-width: var(--btn-border-width);
+  border-color: var(--border);
+  border-radius: var(--detail-control-border-radius);
 }
 
 .detail-oversight-menu-trigger svg {
diff --git a/packages/dashboard/app/components/__tests__/TaskDetailModal.responsive-and-dependencies.test.tsx b/packages/dashboard/app/components/__tests__/TaskDetailModal.responsive-and-dependencies.test.tsx
index 5bf7f21caa..9e348aadaa 100644
--- a/packages/dashboard/app/components/__tests__/TaskDetailModal.responsive-and-dependencies.test.tsx
+++ b/packages/dashboard/app/components/__tests__/TaskDetailModal.responsive-and-dependencies.test.tsx
@@ -226,6 +226,33 @@ describe("TaskDetailModal", () => {
       expect(css).not.toMatch(/@media \(max-width: 640px\)\s*\{[^}]*\.detail-meta-inline-controls\s*\{[^}]*flex-direction:\s*column;/);
     });
 
+    it("unifies border/radius/height across the Priority, Execution-mode, and Oversight quick controls (FN-7585)", () => {
+      const css = readDashboardStylesSource();
+
+      const inlineControlsBlock = getStandaloneCssRuleBlock(css, ".detail-meta-inline-controls");
+      const priorityChipBlock = getExactCssRuleBlock(css, ".detail-priority-chip");
+      const executionToggleBlock = getExactCssRuleBlock(css, ".detail-execution-mode-toggle");
+      const oversightChipBlock = getExactCssRuleBlock(css, ".detail-oversight-chip");
+      const oversightTriggerBlock = getExactCssRuleBlock(css, ".detail-oversight-menu-trigger");
+
+      // The cluster declares one shared border-radius token; all four controls
+      // must reference it rather than four independent literal radii.
+      expect(inlineControlsBlock).toContain("--detail-control-border-radius: var(--radius-md);");
+      for (const block of [priorityChipBlock, executionToggleBlock, oversightChipBlock, oversightTriggerBlock]) {
+        expect(block).toContain("border-radius: var(--detail-control-border-radius);");
+        expect(block).toContain("border-width: var(--btn-border-width);");
+        expect(block).toContain("border-color: var(--border);");
+        // Same height token as the rest of the invariant.
+        expect(block).toContain("min-height: var(--detail-priority-control-min-height);");
+        expect(block).toContain("box-sizing: border-box;");
+      }
+
+      // Guard against regressing back to four independent literal radius values
+      // (e.g. reintroducing a bare `var(--radius-pill)` on only the chips).
+      expect(priorityChipBlock).not.toMatch(/border-radius:\s*var\(--radius-pill\)/);
+      expect(oversightChipBlock).not.toMatch(/border-radius:\s*var\(--radius-pill\)/);
+    });
+
     it("keeps grouped timestamp metadata inline on desktop and mobile", () => {
       const css = readDashboardStylesSource();