diff --git a/.changeset/README.md b/.changeset/README.md
index e5b6d8d6a..5e11527c4 100644
--- a/.changeset/README.md
+++ b/.changeset/README.md
@@ -6,3 +6,31 @@ find the full documentation for it [in our repository](https://github.com/change
 
 We have a quick list of common questions to get you started engaging with this project in
 [our documentation](https://github.com/changesets/changesets/blob/main/docs/common-questions.md)
+
+## Logto publish flow
+
+For now, Changesets only supports tagging packages separately, instead of tagging a "release group". There is an [open issue](https://github.com/changesets/changesets/issues/683) that is still hanging in the air.
+
+So, we are using our own "grouping" release strategy in this monorepo:
+
+### Core
+
+The release group that includes the Logto core products, which consists of the following packages:
+
+- @logto/console
+- @logto/core (main)
+- @logto/integration-tests
+- @logto/ui
+
+Their version will be in sync, and forms our main release.
+
+### CLI
+
+The release group that includes Logto CLI and its aliases:
+
+- @logto/cli (main)
+- @logto/create
+
+### Others
+
+For simplicity, we will tag other **public** packages separately and publish them to NPM. But in most cases, no GitHub release will present for these packages.
diff --git a/.changeset/config.json b/.changeset/config.json
index 88ccf281b..a408d2fa2 100644
--- a/.changeset/config.json
+++ b/.changeset/config.json
@@ -2,22 +2,30 @@
   "$schema": "https://unpkg.com/@changesets/config@2.2.0/schema.json",
   "changelog": "@changesets/cli/changelog",
   "commit": false,
-  "fixed": [],
-  "linked": [[
-    "@logto/console",
-    "@logto/core",
-    "@logto/demo-app",
-    "@logto/integration-tests",
-    "@logto/phrases",
-    "@logto/phrases-ui",
-    "@logto/schemas",
-    "@logto/ui"
-  ], [
+  "//": "CAUTION: When updating the fields below, you should also update README accordingly.",
+  "fixed": [[
     "@logto/cli",
     "@logto/create"
+  ], [
+    "@logto/console",
+    "@logto/core",
+    "@logto/integration-tests",
+    "@logto/ui"
   ]],
+  "//": "Ignore other release group members, only keep the major one.",
+  "ignore": [
+    "@logto/create",
+    "@logto/console",
+    "@logto/integration-tests",
+    "@logto/ui"
+  ],
+  "linked": [[
+    "@logto/phrases",
+    "@logto/phrases-ui",
+    "@logto/schemas"
+  ]],
+  "//": "END OF CAUTION",
   "access": "restricted",
   "baseBranch": "master",
-  "updateInternalDependencies": "patch",
-  "ignore": []
+  "updateInternalDependencies": "patch"
 }
diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS
index 348e4aacf..7fceb6eef 100644
--- a/.github/CODEOWNERS
+++ b/.github/CODEOWNERS
@@ -1 +1,2 @@
 /packages/schemas/tables @simeng-li @wangsijie
+/.changeset @gao-sun
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 017800b29..7d1036caf 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -104,9 +104,13 @@ jobs:
       - name: Create release pull request
         uses: changesets/action@v1
         with:
-          publish: changeset tag && git push --tags
+          # Disable temporarily since https://github.com/changesets/changesets/issues/833.
+          # Wait for our customized publish flow.
+          # publish: pnpm changeset tag
           commit: 'release: version packages'
           title: 'release: version packages'
+          # Create by our rules defined in `/.changeset/README.md`.
+          createGithubReleases: false
           setupGitUser: false
         env:
           GITHUB_TOKEN: ${{ secrets.BOT_PAT }}