diff --git a/.github/workflows/changesets.yml b/.github/workflows/changesets.yml
index 369d52c1f..97f62648a 100644
--- a/.github/workflows/changesets.yml
+++ b/.github/workflows/changesets.yml
@@ -11,14 +11,16 @@ concurrency:
 
 jobs:
   changesets:
+    strategy:
+      matrix:
+        group: [core, toolkit]
+
     runs-on: ubuntu-latest
 
     steps:
       - uses: actions/checkout@v3
         with:
-          # Set Git operations with the bot PAT since we have tag protection rule
           token: ${{ secrets.BOT_PAT }}
-          fetch-depth: 0
 
       - name: Setup Node and pnpm
         uses: silverhand-io/actions-node-pnpm-run-steps@v2
@@ -39,7 +41,7 @@ jobs:
 
       - name: Version packages
         run: |
-          pnpm changeset version
+          node .scripts/version.js ${{ matrix.group }}
           pnpm i --no-frozen-lockfile
           git status
 
@@ -48,10 +50,10 @@ jobs:
         uses: peter-evans/create-pull-request@v4
         with:
           token: ${{ secrets.BOT_PAT }}
-          commit-message: 'release: version packages'
+          commit-message: 'release: version ${{ matrix.group }} packages'
           committer: silverhand-bot <bot@silverhand.io>
           author: silverhand-bot <bot@silverhand.io>
           base: master
-          branch: release/version-packages
-          title: 'release: version packages'
-          body: 'This is an automatic pull request from the result of `pnpm changeset version` command. Merge it will trigger the publish flow for versioned packages.'
+          branch: release/version-${{ matrix.group }}-packages
+          title: 'release: version ${{ matrix.group }} packages'
+          body: 'This is an automatic pull request from the result of `node .scripts/version.js ${{ matrix.group }}` command. Merge it will trigger the publish flow for versioned packages.'
diff --git a/.scripts/version.js b/.scripts/version.js
new file mode 100644
index 000000000..6a22b0418
--- /dev/null
+++ b/.scripts/version.js
@@ -0,0 +1,41 @@
+import { exec } from 'node:child_process';
+import { promisify } from 'node:util';
+
+const execAsync = promisify(exec);
+const versionGroup = process.argv[2];
+
+if (process.argv.length > 3) {
+  throw new Error('Extraneous arguments found. Only one optional argument for version group name is allowed.');
+}
+
+// This is configured based on our practice. Change with care.
+const allowedGroups = { core: 'core', toolkit: 'toolkit' };
+if (!Object.values(allowedGroups).includes(versionGroup)) {
+  throw new Error('Version group is invalid. Should be one of ' + Object.values(allowedGroups).join(', ') + '.');
+}
+
+const { allPackages } = await import('./packages-meta.js');
+
+const getIgnoreGroup = () => {
+  console.log(`=== Versioning ${versionGroup} group packages ===`);
+
+  return allPackages.filter(({ path }) => {
+    if (versionGroup === allowedGroups.toolkit) {
+      return !path.includes(allowedGroups.toolkit + '/');
+    }
+
+    return false;
+  });
+}
+
+const ignoreCmd = getIgnoreGroup()
+  .map(({ name }) => ` \\\n  --ignore ${name}`)
+  .join('');
+const cmd = ('pnpm changeset version' + ignoreCmd);
+
+console.log(cmd);
+
+await execAsync(cmd).catch(({ stderr, code }) => {
+  console.error(stderr);
+  process.exit(code ?? 1);
+});
diff --git a/packages/integration-tests/package.json b/packages/integration-tests/package.json
index 505a010a8..ff86ff85b 100644
--- a/packages/integration-tests/package.json
+++ b/packages/integration-tests/package.json
@@ -21,7 +21,7 @@
   },
   "devDependencies": {
     "@jest/types": "^29.1.2",
-    "@logto/connector-kit": "workspace:1.0.0-beta.30",
+    "@logto/connector-kit": "workspace:*",
     "@logto/js": "1.0.0-beta.14",
     "@logto/node": "1.0.0-beta.14",
     "@logto/schemas": "workspace:*",
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index e8775498c..51704dbbc 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -462,7 +462,7 @@ importers:
   packages/integration-tests:
     specifiers:
       '@jest/types': ^29.1.2
-      '@logto/connector-kit': workspace:1.0.0-beta.30
+      '@logto/connector-kit': workspace:*
       '@logto/js': 1.0.0-beta.14
       '@logto/node': 1.0.0-beta.14
       '@logto/schemas': workspace:*