diff --git a/src/formatting.test.ts b/src/formatting.test.ts
index ea85b9d..8a2160c 100644
--- a/src/formatting.test.ts
+++ b/src/formatting.test.ts
@@ -58,13 +58,14 @@ describe('escapeXml', () => {
 // --- formatMessages ---
 
 describe('formatMessages', () => {
-  it('formats a single message as XML', () => {
-    const result = formatMessages([makeMsg()]);
-    expect(result).toBe(
-      '<messages>\n' +
-        '<message sender="Alice" time="2024-01-01T00:00:00.000Z">hello</message>\n' +
-        '</messages>',
-    );
+  const TZ = 'UTC';
+
+  it('formats a single message as XML with context header', () => {
+    const result = formatMessages([makeMsg()], TZ);
+    expect(result).toContain('<context timezone="UTC" />');
+    expect(result).toContain('<message sender="Alice"');
+    expect(result).toContain('>hello</message>');
+    expect(result).toContain('Jan 1, 2024');
   });
 
   it('formats multiple messages', () => {
@@ -73,11 +74,16 @@ describe('formatMessages', () => {
         id: '1',
         sender_name: 'Alice',
         content: 'hi',
-        timestamp: 't1',
+        timestamp: '2024-01-01T00:00:00.000Z',
+      }),
+      makeMsg({
+        id: '2',
+        sender_name: 'Bob',
+        content: 'hey',
+        timestamp: '2024-01-01T01:00:00.000Z',
       }),
-      makeMsg({ id: '2', sender_name: 'Bob', content: 'hey', timestamp: 't2' }),
     ];
-    const result = formatMessages(msgs);
+    const result = formatMessages(msgs, TZ);
     expect(result).toContain('sender="Alice"');
     expect(result).toContain('sender="Bob"');
     expect(result).toContain('>hi</message>');
@@ -85,22 +91,35 @@ describe('formatMessages', () => {
   });
 
   it('escapes special characters in sender names', () => {
-    const result = formatMessages([makeMsg({ sender_name: 'A & B <Co>' })]);
+    const result = formatMessages([makeMsg({ sender_name: 'A & B <Co>' })], TZ);
     expect(result).toContain('sender="A &amp; B &lt;Co&gt;"');
   });
 
   it('escapes special characters in content', () => {
-    const result = formatMessages([
-      makeMsg({ content: '<script>alert("xss")</script>' }),
-    ]);
+    const result = formatMessages(
+      [makeMsg({ content: '<script>alert("xss")</script>' })],
+      TZ,
+    );
     expect(result).toContain(
       '&lt;script&gt;alert(&quot;xss&quot;)&lt;/script&gt;',
     );
   });
 
   it('handles empty array', () => {
-    const result = formatMessages([]);
-    expect(result).toBe('<messages>\n\n</messages>');
+    const result = formatMessages([], TZ);
+    expect(result).toContain('<context timezone="UTC" />');
+    expect(result).toContain('<messages>\n\n</messages>');
+  });
+
+  it('converts timestamps to local time for given timezone', () => {
+    // 2024-01-01T18:30:00Z in America/New_York (EST) = 1:30 PM
+    const result = formatMessages(
+      [makeMsg({ timestamp: '2024-01-01T18:30:00.000Z' })],
+      'America/New_York',
+    );
+    expect(result).toContain('1:30');
+    expect(result).toContain('PM');
+    expect(result).toContain('<context timezone="America/New_York" />');
   });
 });
 
diff --git a/src/index.ts b/src/index.ts
index 85aba50..c35261e 100644
--- a/src/index.ts
+++ b/src/index.ts
@@ -5,6 +5,7 @@ import {
   ASSISTANT_NAME,
   IDLE_TIMEOUT,
   POLL_INTERVAL,
+  TIMEZONE,
   TRIGGER_PATTERN,
 } from './config.js';
 import './channels/index.js';
@@ -29,6 +30,7 @@ import {
   getAllTasks,
   getMessagesSince,
   getNewMessages,
+  getRegisteredGroup,
   getRouterState,
   initDatabase,
   setRegisteredGroup,
@@ -170,7 +172,7 @@ async function processGroupMessages(chatJid: string): Promise<boolean> {
     if (!hasTrigger) return true;
   }
 
-  const prompt = formatMessages(missedMessages);
+  const prompt = formatMessages(missedMessages, TIMEZONE);
 
   // Advance cursor so the piping path in startMessageLoop won't re-fetch
   // these messages. Save the old cursor so we can roll back on error.
@@ -408,7 +410,7 @@ async function startMessageLoop(): Promise<void> {
           );
           const messagesToSend =
             allPending.length > 0 ? allPending : groupMessages;
-          const formatted = formatMessages(messagesToSend);
+          const formatted = formatMessages(messagesToSend, TIMEZONE);
 
           if (queue.sendMessage(chatJid, formatted)) {
             logger.debug(
diff --git a/src/ipc-auth.test.ts b/src/ipc-auth.test.ts
index 7edc7db..1aa681e 100644
--- a/src/ipc-auth.test.ts
+++ b/src/ipc-auth.test.ts
@@ -74,7 +74,7 @@ describe('schedule_task authorization', () => {
         type: 'schedule_task',
         prompt: 'do something',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         targetJid: 'other@g.us',
       },
       'whatsapp_main',
@@ -94,7 +94,7 @@ describe('schedule_task authorization', () => {
         type: 'schedule_task',
         prompt: 'self task',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         targetJid: 'other@g.us',
       },
       'other-group',
@@ -113,7 +113,7 @@ describe('schedule_task authorization', () => {
         type: 'schedule_task',
         prompt: 'unauthorized',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         targetJid: 'main@g.us',
       },
       'other-group',
@@ -131,7 +131,7 @@ describe('schedule_task authorization', () => {
         type: 'schedule_task',
         prompt: 'no target',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         targetJid: 'unknown@g.us',
       },
       'whatsapp_main',
@@ -154,7 +154,7 @@ describe('pause_task authorization', () => {
       chat_jid: 'main@g.us',
       prompt: 'main task',
       schedule_type: 'once',
-      schedule_value: '2025-06-01T00:00:00.000Z',
+      schedule_value: '2025-06-01T00:00:00',
       context_mode: 'isolated',
       next_run: '2025-06-01T00:00:00.000Z',
       status: 'active',
@@ -166,7 +166,7 @@ describe('pause_task authorization', () => {
       chat_jid: 'other@g.us',
       prompt: 'other task',
       schedule_type: 'once',
-      schedule_value: '2025-06-01T00:00:00.000Z',
+      schedule_value: '2025-06-01T00:00:00',
       context_mode: 'isolated',
       next_run: '2025-06-01T00:00:00.000Z',
       status: 'active',
@@ -215,7 +215,7 @@ describe('resume_task authorization', () => {
       chat_jid: 'other@g.us',
       prompt: 'paused task',
       schedule_type: 'once',
-      schedule_value: '2025-06-01T00:00:00.000Z',
+      schedule_value: '2025-06-01T00:00:00',
       context_mode: 'isolated',
       next_run: '2025-06-01T00:00:00.000Z',
       status: 'paused',
@@ -264,7 +264,7 @@ describe('cancel_task authorization', () => {
       chat_jid: 'other@g.us',
       prompt: 'cancel me',
       schedule_type: 'once',
-      schedule_value: '2025-06-01T00:00:00.000Z',
+      schedule_value: '2025-06-01T00:00:00',
       context_mode: 'isolated',
       next_run: null,
       status: 'active',
@@ -287,7 +287,7 @@ describe('cancel_task authorization', () => {
       chat_jid: 'other@g.us',
       prompt: 'my task',
       schedule_type: 'once',
-      schedule_value: '2025-06-01T00:00:00.000Z',
+      schedule_value: '2025-06-01T00:00:00',
       context_mode: 'isolated',
       next_run: null,
       status: 'active',
@@ -310,7 +310,7 @@ describe('cancel_task authorization', () => {
       chat_jid: 'main@g.us',
       prompt: 'not yours',
       schedule_type: 'once',
-      schedule_value: '2025-06-01T00:00:00.000Z',
+      schedule_value: '2025-06-01T00:00:00',
       context_mode: 'isolated',
       next_run: null,
       status: 'active',
@@ -565,7 +565,7 @@ describe('schedule_task context_mode', () => {
         type: 'schedule_task',
         prompt: 'group context',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         context_mode: 'group',
         targetJid: 'other@g.us',
       },
@@ -584,7 +584,7 @@ describe('schedule_task context_mode', () => {
         type: 'schedule_task',
         prompt: 'isolated context',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         context_mode: 'isolated',
         targetJid: 'other@g.us',
       },
@@ -603,7 +603,7 @@ describe('schedule_task context_mode', () => {
         type: 'schedule_task',
         prompt: 'bad context',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         context_mode: 'bogus' as any,
         targetJid: 'other@g.us',
       },
@@ -622,7 +622,7 @@ describe('schedule_task context_mode', () => {
         type: 'schedule_task',
         prompt: 'no context mode',
         schedule_type: 'once',
-        schedule_value: '2025-06-01T00:00:00.000Z',
+        schedule_value: '2025-06-01T00:00:00',
         targetJid: 'other@g.us',
       },
       'whatsapp_main',
diff --git a/src/ipc.ts b/src/ipc.ts
index e5614ce..7a972c0 100644
--- a/src/ipc.ts
+++ b/src/ipc.ts
@@ -236,15 +236,15 @@ export async function processTaskIpc(
           }
           nextRun = new Date(Date.now() + ms).toISOString();
         } else if (scheduleType === 'once') {
-          const scheduled = new Date(data.schedule_value);
-          if (isNaN(scheduled.getTime())) {
+          const date = new Date(data.schedule_value);
+          if (isNaN(date.getTime())) {
             logger.warn(
               { scheduleValue: data.schedule_value },
               'Invalid timestamp',
             );
             break;
           }
-          nextRun = scheduled.toISOString();
+          nextRun = date.toISOString();
         }
 
         const taskId =
diff --git a/src/router.ts b/src/router.ts
index 3c9fbc0..c14ca89 100644
--- a/src/router.ts
+++ b/src/router.ts
@@ -1,4 +1,5 @@
 import { Channel, NewMessage } from './types.js';
+import { formatLocalTime } from './timezone.js';
 
 export function escapeXml(s: string): string {
   if (!s) return '';
@@ -9,12 +10,18 @@ export function escapeXml(s: string): string {
     .replace(/"/g, '&quot;');
 }
 
-export function formatMessages(messages: NewMessage[]): string {
-  const lines = messages.map(
-    (m) =>
-      `<message sender="${escapeXml(m.sender_name)}" time="${m.timestamp}">${escapeXml(m.content)}</message>`,
-  );
-  return `<messages>\n${lines.join('\n')}\n</messages>`;
+export function formatMessages(
+  messages: NewMessage[],
+  timezone: string,
+): string {
+  const lines = messages.map((m) => {
+    const displayTime = formatLocalTime(m.timestamp, timezone);
+    return `<message sender="${escapeXml(m.sender_name)}" time="${escapeXml(displayTime)}">${escapeXml(m.content)}</message>`;
+  });
+
+  const header = `<context timezone="${escapeXml(timezone)}" />\n`;
+
+  return `${header}<messages>\n${lines.join('\n')}\n</messages>`;
 }
 
 export function stripInternalTags(text: string): string {
diff --git a/src/timezone.test.ts b/src/timezone.test.ts
new file mode 100644
index 0000000..df0525f
--- /dev/null
+++ b/src/timezone.test.ts
@@ -0,0 +1,29 @@
+import { describe, it, expect } from 'vitest';
+
+import { formatLocalTime } from './timezone.js';
+
+// --- formatLocalTime ---
+
+describe('formatLocalTime', () => {
+  it('converts UTC to local time display', () => {
+    // 2026-02-04T18:30:00Z in America/New_York (EST, UTC-5) = 1:30 PM
+    const result = formatLocalTime(
+      '2026-02-04T18:30:00.000Z',
+      'America/New_York',
+    );
+    expect(result).toContain('1:30');
+    expect(result).toContain('PM');
+    expect(result).toContain('Feb');
+    expect(result).toContain('2026');
+  });
+
+  it('handles different timezones', () => {
+    // Same UTC time should produce different local times
+    const utc = '2026-06-15T12:00:00.000Z';
+    const ny = formatLocalTime(utc, 'America/New_York');
+    const tokyo = formatLocalTime(utc, 'Asia/Tokyo');
+    // NY is UTC-4 in summer (EDT), Tokyo is UTC+9
+    expect(ny).toContain('8:00');
+    expect(tokyo).toContain('9:00');
+  });
+});
diff --git a/src/timezone.ts b/src/timezone.ts
new file mode 100644
index 0000000..e7569f4
--- /dev/null
+++ b/src/timezone.ts
@@ -0,0 +1,16 @@
+/**
+ * Convert a UTC ISO timestamp to a localized display string.
+ * Uses the Intl API (no external dependencies).
+ */
+export function formatLocalTime(utcIso: string, timezone: string): string {
+  const date = new Date(utcIso);
+  return date.toLocaleString('en-US', {
+    timeZone: timezone,
+    year: 'numeric',
+    month: 'short',
+    day: 'numeric',
+    hour: 'numeric',
+    minute: '2-digit',
+    hour12: true,
+  });
+}