diff --git a/.github/release.yml b/.github/release.yml
new file mode 100644
index 0000000..176e980
--- /dev/null
+++ b/.github/release.yml
@@ -0,0 +1,20 @@
+changelog:
+  exclude:
+    labels:
+      - skip-changelog
+    authors:
+      - dependabot
+      - github-actions
+  categories:
+    - title: 🚀 Features
+      labels:
+        - enhancement
+    - title: 🐛 Bug Fixes
+      labels:
+        - bug
+    - title: 📚 Documentation
+      labels:
+        - documentation
+    - title: Other Changes
+      labels:
+        - "*"
diff --git a/.github/workflows/pr-autolabel.yml b/.github/workflows/pr-autolabel.yml
new file mode 100644
index 0000000..b56fa84
--- /dev/null
+++ b/.github/workflows/pr-autolabel.yml
@@ -0,0 +1,31 @@
+name: PR autolabel
+
+on:
+  pull_request:
+    types: [opened, edited]
+
+permissions:
+  pull-requests: write
+
+jobs:
+  label:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/github-script@v7
+        with:
+          script: |
+            const title = context.payload.pull_request.title || "";
+            const m = title.match(/^(\w+)(\(([^)]*)\))?!?:/);
+            if (!m) return;
+            const type = m[1];
+            const scope = m[3] || "";
+            const map = { feat: "enhancement", fix: "bug", docs: "documentation" };
+            let label = map[type];
+            if (type === "chore" && scope === "release") label = "skip-changelog";
+            if (!label) return;
+            await github.rest.issues.addLabels({
+              owner: context.repo.owner,
+              repo: context.repo.repo,
+              issue_number: context.payload.pull_request.number,
+              labels: [label],
+            });
diff --git a/.goreleaser.yaml b/.goreleaser.yaml
index d56fcfc..74e18e7 100644
--- a/.goreleaser.yaml
+++ b/.goreleaser.yaml
@@ -38,10 +38,4 @@ snapshot:
   version_template: "{{ incpatch .Version }}-next"
 
 changelog:
-  sort: asc
-  filters:
-    exclude:
-      - "^docs:"
-      - "^test:"
-      - "^chore:"
-      - "^ci:"
+  use: github-native
diff --git a/.semaphore/semaphore.yml b/.semaphore/semaphore.yml
index 70ce326..e471446 100644
--- a/.semaphore/semaphore.yml
+++ b/.semaphore/semaphore.yml
@@ -33,7 +33,7 @@ blocks:
 
         - name: Lint
           commands:
-            - curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/HEAD/install.sh | sh -s -- -b "$(go env GOPATH)/bin"
+            - curl -sSfL https://raw.githubusercontent.com/golangci/golangci-lint/HEAD/install.sh | sh -s -- -b "$(go env GOPATH)/bin" v2.12.2
             - "$(go env GOPATH)/bin/golangci-lint run ./..."
 
         - name: Tests
@@ -50,7 +50,7 @@ blocks:
           commands:
             - go test -coverprofile=coverage.out ./...
             - go tool cover -func=coverage.out
-            - artifact push workflow coverage.out
+            - artifact push workflow coverage.out --force
 
   - name: Security
     dependencies: []