diff --git a/.github/workflows/ci-dev.yaml b/.github/workflows/ci-dev.yaml
new file mode 100644
index 0000000..97e9948
--- /dev/null
+++ b/.github/workflows/ci-dev.yaml
@@ -0,0 +1,31 @@
+name: CI
+on:
+  pull_request:
+    branches: ["main"]
+  push:
+    branches: ["main"]
+
+jobs:
+  ci:
+    uses: qiime2/distributions/.github/workflows/lib-ci-dev.yaml@dev
+    with:
+      distro: shotgun
+      additional-reports-path: ./coverage.xml
+      additional-reports-name: coverage
+
+  coverage:
+    needs: [ci]
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v4
+
+      - uses: actions/download-artifact@v3
+        name: 'Fetch coverage from builds'
+        with:
+          name: ${{ needs.ci.outputs.additional-reports-name }}
+          path: ${{ needs.ci.outputs.additional-reports-path }}
+
+      - uses: codecov/codecov-action@v3
+        name: 'Upload coverage'
+        with:
+          fail_ci_if_error: true
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
deleted file mode 100644
index ab375b3..0000000
--- a/.github/workflows/ci.yml
+++ /dev/null
@@ -1,61 +0,0 @@
-name: Test and build
-
-on:
-  pull_request:
-    branches:
-      - main
-  push:
-
-jobs:
-  lint:
-    runs-on: ubuntu-latest
-    steps:
-    - uses: actions/checkout@v2
-
-    - name: set up python 3.8
-      uses: actions/setup-python@v1
-      with:
-        python-version: 3.8
-
-    - name: install dependencies
-      run: pip install -q flake8
-
-    - name: lint
-      run: flake8
-
-  rust-test:
-    runs-on: macos-latest
-    steps:
-      - uses: actions/checkout@v2
-      - uses: actions-rs/toolchain@v1
-        with:
-          toolchain: stable
-      - run: cargo test
-        working-directory: ./fastq_writer
-
-  build-and-test:
-    needs: [lint, rust-test]
-    strategy:
-      matrix:
-        os: [ubuntu-latest, macos-latest]
-    runs-on: ${{ matrix.os }}
-    steps:
-    - uses: actions/checkout@v2
-      with:
-        # necessary for versioneer
-        fetch-depth: 0
-
-    - name: Hack - template coverage output path
-      run: echo "COV=coverage xml -o $GITHUB_WORKSPACE/coverage.xml" >> $GITHUB_ENV
-
-    - uses: qiime2/action-library-packaging@alpha1
-      with:
-        package-name: q2-fondue
-        additional-tests: ${{ env.COV }}
-        build-target: dev
-        library-token: ${{ secrets.LIBRARY_TOKEN }}
-
-    - name: Upload coverage to Codecov
-      uses: codecov/codecov-action@v2
-      with:
-        fail_ci_if_error: true
diff --git a/.github/workflows/join-release.yaml b/.github/workflows/join-release.yaml
new file mode 100644
index 0000000..298bce4
--- /dev/null
+++ b/.github/workflows/join-release.yaml
@@ -0,0 +1,6 @@
+name: join-release
+on:
+  workflow_dispatch: {}
+jobs:
+  release:
+    uses: qiime2/distributions/.github/workflows/lib-join-release.yaml@dev
diff --git a/.github/workflows/tag-release.yaml b/.github/workflows/tag-release.yaml
new file mode 100644
index 0000000..fdbcab3
--- /dev/null
+++ b/.github/workflows/tag-release.yaml
@@ -0,0 +1,7 @@
+name: tag-release
+on:
+  push:
+    branches: ["Release-*"]
+jobs:
+  tag:
+    uses: qiime2/distributions/.github/workflows/lib-tag-release.yaml@dev
diff --git a/README.md b/README.md
index b80a4a7..7740fd6 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 # q2-fondue
-![CI](https://github.com/bokulich-lab/q2-fondue/actions/workflows/ci.yml/badge.svg)
+![CI](https://github.com/bokulich-lab/q2-fondue/actions/workflows/ci-dev.yaml/badge.svg)
 [![codecov](https://codecov.io/gh/bokulich-lab/q2-fondue/branch/main/graph/badge.svg?token=UTM4W4B1KW)](https://codecov.io/gh/bokulich-lab/q2-fondue)
 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.6388476.svg)](https://doi.org/10.5281/zenodo.6388476)
 [![DOI](http://img.shields.io/badge/DOI-10.1093/bioinformatics/btac639-B31B1B.svg)](https://doi.org/10.1093/bioinformatics/btac639)
diff --git a/ci/recipe/meta.yaml b/ci/recipe/meta.yaml
index 4529a06..3c3c259 100644
--- a/ci/recipe/meta.yaml
+++ b/ci/recipe/meta.yaml
@@ -42,7 +42,7 @@ test:
     - coverage
     - pytest-cov
   commands:
-    - pytest --cov q2_fondue --pyargs q2_fondue
+    - pytest --cov q2_fondue --cov-report xml:coverage.xml --pyargs q2_fondue
 
 about:
   home: https://github.com/bokulich-lab/q2-fondue