diff --git a/.github/scripts/release-pr-template.ejs b/.github/scripts/release-pr-template.ejs
index 40ad4438..aefae9a8 100644
--- a/.github/scripts/release-pr-template.ejs
+++ b/.github/scripts/release-pr-template.ejs
@@ -1,4 +1,4 @@
-This is a release PR for version **<%= version.actual %>**<%
+This is a release PR for **<%= crate.name %>** version **<%= version.actual %>**<%
     if (version.actual != version.desired) {
 %> (performing a <%= version.desired %> bump).<%
     } else {
@@ -28,7 +28,7 @@ You will still need to manually publish the cargo crate:
 
 ```
 $ git pull
-$ git switch --detach v{version}
+$ git switch --detach <%= crate.name %>-<%= version.actual %>
 $ cargo publish -p <%= crate.name %>
 ```
 
diff --git a/.github/workflows/release-pr.yml b/.github/workflows/release-pr.yml
index 7b70ce37..e47a148e 100644
--- a/.github/workflows/release-pr.yml
+++ b/.github/workflows/release-pr.yml
@@ -36,5 +36,6 @@ jobs:
           github-token: ${{ secrets.GITHUB_TOKEN }}
           version: ${{ inputs.version }}
           crate-path: crates/${{ inputs.crate }}
+          pr-label: release
           pr-release-notes: ${{ inputs.crate == 'bin' }}
           pr-template-file: .github/scripts/release-pr-template.ejs
diff --git a/crates/bin/release.toml b/crates/bin/release.toml
index e72abc9c..db2a5847 100644
--- a/crates/bin/release.toml
+++ b/crates/bin/release.toml
@@ -1,5 +1,5 @@
-pre-release-commit-message = "release: v{{version}}"
-tag-prefix = "cli-"
+pre-release-commit-message = "release: cargo-binstall v{{version}}"
+tag-prefix = ""
 tag-message = "cargo-binstall {{version}}"
 
 # We wait until the release CI is done before publishing,