diff --git a/.changeset/project-local-navigation-hints.md b/.changeset/project-local-navigation-hints.md
new file mode 100644
index 00000000000..f6acca80ecd
--- /dev/null
+++ b/.changeset/project-local-navigation-hints.md
@@ -0,0 +1,5 @@
+---
+"kilo-code": patch
+---
+
+Show previous and next navigation hints using each project's own Agent Manager sidebar order.
diff --git a/packages/kilo-vscode/tests/unit/project-local-navigation.test.ts b/packages/kilo-vscode/tests/unit/project-local-navigation.test.ts
new file mode 100644
index 00000000000..b20bbc5f30a
--- /dev/null
+++ b/packages/kilo-vscode/tests/unit/project-local-navigation.test.ts
@@ -0,0 +1,25 @@
+import { describe, expect, it } from "bun:test"
+import { projectAdjacentHint } from "../../webview-ui/agent-manager/project-local-navigation"
+
+describe("projectAdjacentHint", () => {
+  it("does not leak a hint to another project with the same raw ID", () => {
+    expect(projectAdjacentHint("project-a", "project-a", "shared", "local", ["local", "shared"], "prev", "next")).toBe(
+      "next",
+    )
+    expect(projectAdjacentHint("project-b", "project-a", "shared", "local", ["local", "shared"], "prev", "next")).toBe(
+      "",
+    )
+  })
+
+  it("uses the active project's local sidebar order", () => {
+    expect(projectAdjacentHint("project-a", "project-a", "shared", "local", ["local", "shared"], "prev", "next")).toBe(
+      "next",
+    )
+    expect(projectAdjacentHint("project-a", "project-a", "local", "shared", ["local", "shared"], "prev", "next")).toBe(
+      "prev",
+    )
+    expect(
+      projectAdjacentHint("project-b", "project-b", "shared", "local", ["local", "other", "shared"], "prev", "next"),
+    ).toBe("")
+  })
+})
diff --git a/packages/kilo-vscode/webview-ui/agent-manager/ProjectList.tsx b/packages/kilo-vscode/webview-ui/agent-manager/ProjectList.tsx
index a07fbab208c..8fe0c65bbdc 100644
--- a/packages/kilo-vscode/webview-ui/agent-manager/ProjectList.tsx
+++ b/packages/kilo-vscode/webview-ui/agent-manager/ProjectList.tsx
@@ -218,6 +218,7 @@ export const ProjectList: Component<Props> = (props) => {
           sessions={props.sessions[project.id]}
           selectedProject={props.selectedProject}
           selection={props.selection}
+          currentSessionID={props.currentSessionID}
           bindings={props.bindings}
           t={props.t}
           onSelectLocal={(projectId) => select({ projectId, kind: "local" })}
diff --git a/packages/kilo-vscode/webview-ui/agent-manager/ProjectSidebarBody.tsx b/packages/kilo-vscode/webview-ui/agent-manager/ProjectSidebarBody.tsx
index 1b67b39216f..0c97381b395 100644
--- a/packages/kilo-vscode/webview-ui/agent-manager/ProjectSidebarBody.tsx
+++ b/packages/kilo-vscode/webview-ui/agent-manager/ProjectSidebarBody.tsx
@@ -20,6 +20,7 @@ import type {
 } from "../src/types/messages"
 import type { LanguageContextValue } from "../src/context/language"
 import { useVSCode } from "../src/context/vscode"
+import { projectAdjacentHint, projectSidebarOrder } from "./project-local-navigation"
 import SectionHeader from "./SectionHeader"
 import { WorktreeItem } from "./WorktreeItem"
 import { UnassignedSessionsSection } from "./UnassignedSessionsSection"
@@ -44,6 +45,7 @@ interface Props {
   sessions?: ProjectSessionInfo[]
   selectedProject?: string
   selection?: string
+  currentSessionID?: () => string | undefined
   bindings: Record<string, string>
   t: LanguageContextValue["t"]
   onSelectLocal: (projectId: string) => void
@@ -100,9 +102,23 @@ export const ProjectSidebarBody: Component<Props> = (props) => {
   const members = (sectionId: string) => sorted().filter((wt) => wt.sectionId === sectionId)
   const ungrouped = createMemo(() => sorted().filter((wt) => !wt.sectionId))
   const top = createMemo(() => buildTopLevelItems(sections(), ungrouped(), sorted(), order()))
+  const sidebarOrder = createMemo(() =>
+    projectSidebarOrder(top(), sorted(), sections(), members, state()?.sessionsCollapsed ? [] : localSessions()),
+  )
   const post = (message: Record<string, unknown>) =>
     vscode.postMessage({ ...message, projectId: props.project.id } as never)
 
+  const navHint = (id: string) =>
+    projectAdjacentHint(
+      props.project.id,
+      props.selectedProject,
+      id,
+      props.selection ?? props.currentSessionID?.(),
+      sidebarOrder(),
+      props.bindings.previousSession ?? "",
+      props.bindings.nextSession ?? "",
+    )
+
   const scope = (kind: "section" | "worktree", id: string) => `${props.project.id}:${kind}:${id}`
   const parse = (kind: "section" | "worktree", value: unknown) => {
     if (typeof value !== "string") return
@@ -226,6 +242,7 @@ export const ProjectSidebarBody: Component<Props> = (props) => {
           working={runs()[worktree.id]?.state === "running"}
           stale={state()?.staleWorktreeIds?.includes(worktree.id) === true}
           stats={props.stats?.[worktree.id]}
+          navHint={navHint(worktree.id)}
           sessions={sessions(worktree.id).length}
           grouped={isGrouped(worktree)}
           groupStart={isGroupStart(worktree, idx(), list)}
diff --git a/packages/kilo-vscode/webview-ui/agent-manager/project-local-navigation.ts b/packages/kilo-vscode/webview-ui/agent-manager/project-local-navigation.ts
new file mode 100644
index 00000000000..ede97a8e129
--- /dev/null
+++ b/packages/kilo-vscode/webview-ui/agent-manager/project-local-navigation.ts
@@ -0,0 +1,19 @@
+import { adjacentHint } from "./navigate"
+import { buildSidebarOrder } from "./section-helpers"
+
+export function projectSidebarOrder(...args: Parameters<typeof buildSidebarOrder>): string[] {
+  return buildSidebarOrder(...args).map((item) => item.id)
+}
+
+export function projectAdjacentHint(
+  projectId: string,
+  activeProjectId: string | undefined,
+  itemId: string,
+  activeId: string | undefined,
+  flatIds: string[],
+  prev: string,
+  next: string,
+): string {
+  if (projectId !== activeProjectId) return ""
+  return adjacentHint(itemId, activeId, flatIds, prev, next)
+}