diff --git a/.github/workflows/dev-daily-fixed.yml b/.github/workflows/dev-daily-fixed.yml
index 756a7c1..fb63aff 100644
--- a/.github/workflows/dev-daily-fixed.yml
+++ b/.github/workflows/dev-daily-fixed.yml
@@ -55,6 +55,8 @@ jobs:
             gh release delete "$FIXED_DEV_TAG" --repo "$GITHUB_REPOSITORY" --yes --cleanup-tag
           fi
           gh release create "$FIXED_DEV_TAG" --repo "$GITHUB_REPOSITORY" --title "Daily Dev Build" --notes "开发版发布页" --prerelease --target "$TARGET_BRANCH"
+          RELEASE_REST_ID="$(gh api "repos/$GITHUB_REPOSITORY/releases/tags/$FIXED_DEV_TAG" --jq '.id')"
+          gh api --method PATCH "repos/$GITHUB_REPOSITORY/releases/$RELEASE_REST_ID" -f draft=false -f prerelease=true >/dev/null
 
   dev-mac-arm64:
     needs: prepare
@@ -327,4 +329,9 @@ jobs:
           - 如某个平台资源暂未生成，请进入[发布页]($RELEASE_PAGE)查看最新状态
           EOF
 
-          gh release edit "$TAG" --repo "$REPO" --title "Daily Dev Build" --notes-file dev_release_notes.md --prerelease
+          RELEASE_REST_ID="$(gh api "repos/$REPO/releases/tags/$TAG" --jq '.id')"
+          jq -n --rawfile body dev_release_notes.md \
+            '{name:"Daily Dev Build", body:$body, draft:false, prerelease:true}' \
+            > release_update_payload.json
+          gh api --method PATCH "repos/$REPO/releases/$RELEASE_REST_ID" --input release_update_payload.json >/dev/null
+          gh release view "$TAG" --repo "$REPO" --json isDraft,isPrerelease,url
diff --git a/.github/workflows/preview-nightly-main.yml b/.github/workflows/preview-nightly-main.yml
index bf09256..751d227 100644
--- a/.github/workflows/preview-nightly-main.yml
+++ b/.github/workflows/preview-nightly-main.yml
@@ -81,6 +81,8 @@ jobs:
             gh release delete "$FIXED_PREVIEW_TAG" --repo "$GITHUB_REPOSITORY" --yes --cleanup-tag
           fi
           gh release create "$FIXED_PREVIEW_TAG" --repo "$GITHUB_REPOSITORY" --title "Preview Nightly Build" --notes "预览版发布页" --prerelease --target "$TARGET_BRANCH"
+          RELEASE_REST_ID="$(gh api "repos/$GITHUB_REPOSITORY/releases/tags/$FIXED_PREVIEW_TAG" --jq '.id')"
+          gh api --method PATCH "repos/$GITHUB_REPOSITORY/releases/$RELEASE_REST_ID" -f draft=false -f prerelease=true >/dev/null
 
   preview-mac-arm64:
     needs: prepare
@@ -369,4 +371,9 @@ jobs:
           > 如某个平台链接暂未生成，请前往[发布页]($RELEASE_PAGE)查看最新资源
           EOF
 
-          gh release edit "$TAG" --repo "$REPO" --title "Preview Nightly Build" --notes-file preview_release_notes.md --prerelease
+          RELEASE_REST_ID="$(gh api "repos/$REPO/releases/tags/$TAG" --jq '.id')"
+          jq -n --rawfile body preview_release_notes.md \
+            '{name:"Preview Nightly Build", body:$body, draft:false, prerelease:true}' \
+            > release_update_payload.json
+          gh api --method PATCH "repos/$REPO/releases/$RELEASE_REST_ID" --input release_update_payload.json >/dev/null
+          gh release view "$TAG" --repo "$REPO" --json isDraft,isPrerelease,url
diff --git a/.gitignore b/.gitignore
index 99f4414..ae6f9bf 100644
--- a/.gitignore
+++ b/.gitignore
@@ -72,4 +72,5 @@ pnpm-lock.yaml
 /pnpm-workspace.yaml
 wechat-research-site
 .codex
-weflow-web-offical
\ No newline at end of file
+weflow-web-offical
+Insight
\ No newline at end of file