diff --git a/CHANGELOG.md b/CHANGELOG.md
index c3a2c9c2d75..4ee9f957b23 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -14,6 +14,7 @@ Docs: https://docs.openclaw.ai
 
 ### Fixes
 
+- CI/CodeQL Swift toolchain: select Xcode 26.1 before installing Swift build tools so the CodeQL Swift job uses Swift tools 6.2 on `macos-latest`. (#41787) thanks @BunsDev.
 - Resolve web tool SecretRefs atomically at runtime. (#41599) Thanks @joshavant.
 - Feishu/local image auto-convert: pass `mediaLocalRoots` through the `sendText` local-image shim so allowed local image paths upload as Feishu images again instead of falling back to raw path text. (#40623) Thanks @ayanesakura.
 - macOS/LaunchAgent install: tighten LaunchAgent directory and plist permissions during install so launchd bootstrap does not fail when the target home path or generated plist inherited group/world-writable modes.