diff --git a/CHANGELOG.md b/CHANGELOG.md
index 271d0098aa6..c96eb423ea9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -15,10 +15,18 @@ Docs: https://docs.openclaw.ai
 - Security: fix unauthenticated Nostr profile API remote config tampering. (#13719) Thanks @coygeek.
 - Security: remove bundled soul-evil hook. (#14757) Thanks @Imccccc.
 - Gateway: raise WS payload/buffer limits so 5,000,000-byte image attachments work reliably. (#14486) Thanks @0xRaini.
+- Logging/CLI: use local timezone timestamps for console prefixing, and include `±HH:MM` offsets when using `openclaw logs --local-time` to avoid ambiguity. (#14771) Thanks @0xRaini.
 - Gateway: drain active turns before restart to prevent message loss. (#13931) Thanks @0xRaini.
 - Gateway: auto-generate auth token during install to prevent launchd restart loops. (#13813) Thanks @cathrynlavery.
 - Gateway: prevent `undefined`/missing token in auth config. (#13809) Thanks @asklee-klawd.
 - Gateway: handle async `EPIPE` on stdout/stderr during shutdown. (#13414) Thanks @keshav55.
+- Cron: use requested `agentId` for isolated job auth resolution. (#13983) Thanks @0xRaini.
+- Cron: prevent cron jobs from skipping execution when `nextRunAtMs` advances. (#14068) Thanks @WalterSumbon.
+- Cron: pass `agentId` to `runHeartbeatOnce` for main-session jobs. (#14140) Thanks @ishikawa-pro.
+- Cron: re-arm timers when `onTimer` fires while a job is still executing. (#14233) Thanks @tomron87.
+- Cron: prevent duplicate fires when multiple jobs trigger simultaneously. (#14256) Thanks @xinhuagu.
+- Cron: isolate scheduler errors so one bad job does not break all jobs. (#14385) Thanks @MarvinDontPanic.
+- Cron: prevent one-shot `at` jobs from re-firing on restart after skipped/errored runs. (#13878) Thanks @lailoo.
 - WhatsApp: convert Markdown bold/strikethrough to WhatsApp formatting. (#14285) Thanks @Raikan10.
 - WhatsApp: allow media-only sends and normalize leading blank payloads. (#14408) Thanks @karimnaguib.
 - WhatsApp: default MIME type for voice messages when Baileys omits it. (#14444) Thanks @mcaxtr.
diff --git a/src/cli/logs-cli.test.ts b/src/cli/logs-cli.test.ts
index e1eb6c5eb26..b7925bf812b 100644
--- a/src/cli/logs-cli.test.ts
+++ b/src/cli/logs-cli.test.ts
@@ -132,9 +132,8 @@ describe("logs cli", () => {
     it("formats local time in plain mode when localTime is true", () => {
       const utcTime = "2025-01-01T12:00:00.000Z";
       const result = formatLogTimestamp(utcTime, "plain", true);
-      // Should be local time without 'Z' suffix
-      expect(result).not.toContain("Z");
-      expect(result).toMatch(/^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}/);
+      // Should be local time with explicit timezone offset (not 'Z' suffix).
+      expect(result).toMatch(/^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}[+-]\d{2}:\d{2}$/);
       // The exact time depends on timezone, but should be different from UTC
       expect(result).not.toBe(utcTime);
     });
diff --git a/src/cli/logs-cli.ts b/src/cli/logs-cli.ts
index 6c8222fa5cf..073bc03ddee 100644
--- a/src/cli/logs-cli.ts
+++ b/src/cli/logs-cli.ts
@@ -72,11 +72,25 @@ export function formatLogTimestamp(
   if (Number.isNaN(parsed.getTime())) {
     return value;
   }
+
+  const formatLocalIsoWithOffset = (now: Date) => {
+    const year = now.getFullYear();
+    const month = String(now.getMonth() + 1).padStart(2, "0");
+    const day = String(now.getDate()).padStart(2, "0");
+    const h = String(now.getHours()).padStart(2, "0");
+    const m = String(now.getMinutes()).padStart(2, "0");
+    const s = String(now.getSeconds()).padStart(2, "0");
+    const ms = String(now.getMilliseconds()).padStart(3, "0");
+    const tzOffset = now.getTimezoneOffset();
+    const tzSign = tzOffset <= 0 ? "+" : "-";
+    const tzHours = String(Math.floor(Math.abs(tzOffset) / 60)).padStart(2, "0");
+    const tzMinutes = String(Math.abs(tzOffset) % 60).padStart(2, "0");
+    return `${year}-${month}-${day}T${h}:${m}:${s}.${ms}${tzSign}${tzHours}:${tzMinutes}`;
+  };
+
   let timeString: string;
   if (localTime) {
-    const tzoffset = parsed.getTimezoneOffset() * 60000; // offset in milliseconds
-    const localISOTime = new Date(parsed.getTime() - tzoffset).toISOString().slice(0, -1);
-    timeString = localISOTime;
+    timeString = formatLocalIsoWithOffset(parsed);
   } else {
     timeString = parsed.toISOString();
   }
diff --git a/src/logging/console-timestamp.test.ts b/src/logging/console-timestamp.test.ts
index 5bc5aaf0083..a15183c70ca 100644
--- a/src/logging/console-timestamp.test.ts
+++ b/src/logging/console-timestamp.test.ts
@@ -1,31 +1,69 @@
-import { describe, expect, it } from "vitest";
+import { afterEach, describe, expect, it, vi } from "vitest";
 import { formatConsoleTimestamp } from "./console.js";
 
 describe("formatConsoleTimestamp", () => {
+  afterEach(() => {
+    vi.useRealTimers();
+  });
+
+  function pad2(n: number) {
+    return String(n).padStart(2, "0");
+  }
+
+  function pad3(n: number) {
+    return String(n).padStart(3, "0");
+  }
+
+  function formatExpectedLocalIsoWithOffset(now: Date) {
+    const year = now.getFullYear();
+    const month = pad2(now.getMonth() + 1);
+    const day = pad2(now.getDate());
+    const h = pad2(now.getHours());
+    const m = pad2(now.getMinutes());
+    const s = pad2(now.getSeconds());
+    const ms = pad3(now.getMilliseconds());
+    const tzOffset = now.getTimezoneOffset();
+    const tzSign = tzOffset <= 0 ? "+" : "-";
+    const tzHours = pad2(Math.floor(Math.abs(tzOffset) / 60));
+    const tzMinutes = pad2(Math.abs(tzOffset) % 60);
+    return `${year}-${month}-${day}T${h}:${m}:${s}.${ms}${tzSign}${tzHours}:${tzMinutes}`;
+  }
+
   it("pretty style returns local HH:MM:SS", () => {
+    vi.useFakeTimers();
+    vi.setSystemTime(new Date("2026-01-17T18:01:02.345Z"));
+
     const result = formatConsoleTimestamp("pretty");
-    expect(result).toMatch(/^\d{2}:\d{2}:\d{2}$/);
-    // Verify it uses local time, not UTC
     const now = new Date();
-    const expectedHour = String(now.getHours()).padStart(2, "0");
-    expect(result.slice(0, 2)).toBe(expectedHour);
+    expect(result).toBe(
+      `${pad2(now.getHours())}:${pad2(now.getMinutes())}:${pad2(now.getSeconds())}`,
+    );
   });
 
   it("compact style returns local ISO-like timestamp with timezone offset", () => {
     const result = formatConsoleTimestamp("compact");
-    // Should match: YYYY-MM-DDTHH:MM:SS.mmm+HH:MM or -HH:MM
     expect(result).toMatch(/^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}[+-]\d{2}:\d{2}$/);
-    // Should NOT end with Z (UTC indicator)
-    expect(result).not.toMatch(/Z$/);
+
+    vi.useFakeTimers();
+    vi.setSystemTime(new Date("2026-01-17T18:01:02.345Z"));
+    const now = new Date();
+    expect(formatConsoleTimestamp("compact")).toBe(formatExpectedLocalIsoWithOffset(now));
   });
 
   it("json style returns local ISO-like timestamp with timezone offset", () => {
     const result = formatConsoleTimestamp("json");
     expect(result).toMatch(/^\d{4}-\d{2}-\d{2}T\d{2}:\d{2}:\d{2}\.\d{3}[+-]\d{2}:\d{2}$/);
-    expect(result).not.toMatch(/Z$/);
+
+    vi.useFakeTimers();
+    vi.setSystemTime(new Date("2026-01-17T18:01:02.345Z"));
+    const now = new Date();
+    expect(formatConsoleTimestamp("json")).toBe(formatExpectedLocalIsoWithOffset(now));
   });
 
   it("timestamp contains the correct local date components", () => {
+    vi.useFakeTimers();
+    vi.setSystemTime(new Date("2026-01-17T18:01:02.345Z"));
+
     const before = new Date();
     const result = formatConsoleTimestamp("compact");
     const after = new Date();