diff --git a/.changeset/agent-task-title-summaries.md b/.changeset/agent-task-title-summaries.md
new file mode 100644
index 0000000000..95fd81fef9
--- /dev/null
+++ b/.changeset/agent-task-title-summaries.md
@@ -0,0 +1,5 @@
+---
+"@runfusion/fusion": patch
+---
+
+Agent-created tasks without explicit titles now request AI title summarization regardless of the project auto-summarize setting.
diff --git a/docs/settings-reference.md b/docs/settings-reference.md
index d414e740ec..0527e03f00 100644
--- a/docs/settings-reference.md
+++ b/docs/settings-reference.md
@@ -472,7 +472,7 @@ Default notes:
 | `memoryBackupRetention` | `number` | `14` | Number of memory backups to retain. |
 | `memoryBackupDir` | `string` | `".fusion/backups/memory"` | Relative memory backup directory path. |
 | `memoryBackupScope` | `"project" \| "agents" \| "all"` | `"all"` | Backup scope: project memory, agent memory, or both. |
-| `autoSummarizeTitles` | `boolean` | `false` | Auto-generate titles for long untitled descriptions across dashboard/API task creation and agent/tool-created tasks. |
+| `autoSummarizeTitles` | `boolean` | `false` | Auto-generate titles for long untitled descriptions across dashboard/API task creation. Agent-created tasks from `fn_task_create` and `fn_delegate_task` always request summarization for untitled tasks, regardless of this setting. |
 | `useAiMergeCommitSummary` | `boolean` | `true` | Use AI-generated merge commit summaries (subject + bullet body + diff-stat) instead of raw step-commit subject lists. |
 | `titleSummarizerProvider` | `string` | `undefined` | Provider for title summarization. |
 | `titleSummarizerModelId` | `string` | `undefined` | Model ID for title summarization. |
diff --git a/packages/engine/src/__tests__/agent-tools.test.ts b/packages/engine/src/__tests__/agent-tools.test.ts
index 522a69567b..8e52400f89 100644
--- a/packages/engine/src/__tests__/agent-tools.test.ts
+++ b/packages/engine/src/__tests__/agent-tools.test.ts
@@ -144,6 +144,7 @@ describe("createTaskCreateTool", () => {
       dependencies: ["PROJ-001"],
       column: "triage",
       priority: undefined,
+      summarize: true,
       source: undefined,
     }, {
       settings: { autoSummarizeTitles: false },
@@ -167,6 +168,7 @@ describe("createTaskCreateTool", () => {
 
     expect(store.createTask).toHaveBeenCalledWith(expect.objectContaining({
       priority: "high",
+      summarize: true,
     }), expect.objectContaining({ settings: { autoSummarizeTitles: false } }));
   });
 
@@ -220,6 +222,7 @@ describe("createTaskCreateTool", () => {
     await tool.execute("call-1", { description: "Test" } as any, undefined, undefined, {} as any);
 
     expect(store.createTask).toHaveBeenCalledWith(expect.objectContaining({
+      summarize: true,
       source: {
         sourceType: "agent_heartbeat",
         sourceAgentId: "agent-123",
@@ -245,6 +248,7 @@ describe("createTaskCreateTool", () => {
     await tool.execute("call-1", { description: "spawn follow-up" } as any, undefined, undefined, {} as any);
 
     expect(store.createTask).toHaveBeenCalledWith(expect.objectContaining({
+      summarize: true,
       source: {
         sourceType: "agent_heartbeat",
         sourceAgentId: "agent-123",
@@ -297,6 +301,65 @@ describe("createTaskCreateTool", () => {
     expect(second.wasDuplicate).toBe(true);
     expect(store.createTask).toHaveBeenCalledTimes(1);
   });
+
+  it("passes summarize: true when no title provided", async () => {
+    const created = { id: "FN-201", description: "untitled follow-up", dependencies: [], column: "triage" };
+    const store = {
+      getSettings: vi.fn().mockResolvedValue({ autoSummarizeTitles: false }),
+      createTask: vi.fn().mockResolvedValue(created),
+    };
+
+    await createAgentTask(store as any, { description: "untitled follow-up" } as any);
+
+    expect(store.createTask).toHaveBeenCalledWith(expect.objectContaining({
+      description: "untitled follow-up",
+      summarize: true,
+    }), expect.objectContaining({ settings: { autoSummarizeTitles: false } }));
+  });
+
+  it("does not set summarize when title is provided", async () => {
+    const created = { id: "FN-202", title: "Explicit title", description: "titled follow-up", dependencies: [], column: "triage" };
+    const store = {
+      getSettings: vi.fn().mockResolvedValue({ autoSummarizeTitles: false }),
+      createTask: vi.fn().mockResolvedValue(created),
+    };
+
+    await createAgentTask(store as any, { title: "Explicit title", description: "titled follow-up" } as any);
+
+    expect(store.createTask).toHaveBeenCalledWith(expect.objectContaining({
+      title: "Explicit title",
+      summarize: undefined,
+    }), expect.objectContaining({ settings: { autoSummarizeTitles: false } }));
+  });
+
+  it("summarize triggers title generation even when autoSummarizeTitles is false", async () => {
+    const summarizeSpy = vi.spyOn(core, "summarizeTitle").mockResolvedValue("Generated title");
+    const created = { id: "FN-203", description: "untitled follow-up", dependencies: [], column: "triage" };
+    const store = {
+      getSettings: vi.fn().mockResolvedValue({
+        autoSummarizeTitles: false,
+        titleSummarizerProvider: "openai",
+        titleSummarizerModelId: "gpt-4o-mini",
+      }),
+      createTask: vi.fn().mockResolvedValue(created),
+    };
+
+    await createAgentTask(store as any, { description: "untitled follow-up" } as any, { rootDir: "/repo" });
+
+    const createInput = vi.mocked(store.createTask).mock.calls[0]?.[0];
+    const createOptions = vi.mocked(store.createTask).mock.calls[0]?.[1] as { onSummarize?: (description: string) => Promise<string | null> };
+    expect(createInput).toEqual(expect.objectContaining({
+      description: "untitled follow-up",
+      summarize: true,
+    }));
+    expect(createOptions).toEqual(expect.objectContaining({
+      settings: { autoSummarizeTitles: false },
+    }));
+    expect(createOptions.onSummarize).toBeTypeOf("function");
+    await expect(createOptions.onSummarize?.("Long agent-created task description")).resolves.toBe("Generated title");
+    expect(summarizeSpy).toHaveBeenCalledWith("Long agent-created task description", "/repo", "openai", "gpt-4o-mini");
+    summarizeSpy.mockRestore();
+  });
 });
 
 describe("createDelegateTaskTool", () => {
diff --git a/packages/engine/src/agent-tools.ts b/packages/engine/src/agent-tools.ts
index 52de3d83d1..5acc0da0be 100644
--- a/packages/engine/src/agent-tools.ts
+++ b/packages/engine/src/agent-tools.ts
@@ -779,6 +779,7 @@ export async function createAgentTask(
       input.githubTracking?.enabled !== false && resolvedTracking.enabled;
     const createInput: TaskCreateInput = {
       ...input,
+      summarize: !input.title?.trim() ? true : undefined,
       source: nextSource,
       githubTracking: shouldPrefillGithubTrackingEnabled
         ? {