diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
index 40dd92354..cedd16779 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml
@@ -25,17 +25,14 @@ jobs:
           components: llvm-tools-preview
       - uses: Swatinem/rust-cache@23bce251a8cd2ffc3c1075eaa2367cf899916d84 # v2
 
-      - name: Install latest nextest release
-        uses: taiki-e/install-action@nextest
-      - name: Install cargo-llvm-cov
-        uses: taiki-e/install-action@cargo-llvm-cov
+      - name: Install tools
+        uses: taiki-e/install-action@8484225d9734e230a8bf38421a4ffec1cc249372 # v2
+        with:
+          tool: cargo-llvm-cov,just,nextest
 
       - name: Collect coverage data
-        # Generate separate reports for nextest and doctests, and combine them.
         run: |
-          cargo llvm-cov --no-report nextest
-          cargo llvm-cov --no-report --doc
-          cargo llvm-cov report --doctests --lcov --output-path lcov.info
+          just coverage --lcov --output-path lcov.info
       - name: Upload coverage data to codecov
         uses: codecov/codecov-action@7f8b4b4bde536c465e797be725718b88c5d95e0e # v5
         env:
diff --git a/Justfile b/Justfile
index 34c95e6d7..6f260a46e 100644
--- a/Justfile
+++ b/Justfile
@@ -17,3 +17,9 @@ rustdoc:
 # Generate README.md files using `cargo-sync-rdme`.
 generate-readmes:
     cargo sync-rdme --toolchain nightly --all-features
+
+# Collect coverage, pass in `--html` to get an HTML report
+coverage *args:
+    cargo +nightly llvm-cov --no-report nextest --all-features
+    cargo +nightly llvm-cov --no-report --doc --all-features
+    cargo +nightly llvm-cov report --doctests {{args}}