diff --git a/.github/workflows/pr_checklist.md b/.github/workflows/pr_checklist.md
index 873e7512f..ee9db22d3 100644
--- a/.github/workflows/pr_checklist.md
+++ b/.github/workflows/pr_checklist.md
@@ -1,21 +1,13 @@
-If you haven't seen them already, please review [CONTRIBUTIONS.md](https://github.com/datastax/jvector/blob/main/CONTRIBUTIONS.md)
-
-## Summary of Changes
-
----
-
-Explain here why this PR is being submitted, it's purpose and impact for users.
-
----
-
-### Checklist before you submit for review
+__Before you submit for review:__
 
+- [ ] Does your PR follow guidelines from [CONTRIBUTIONS.md](https://github.com/datastax/jvector/blob/main/CONTRIBUTIONS.md)?
+- [ ] Did you summarize what this PR does clearly and concisely?
 - [ ] Did you include performance data for changes which may be performance impacting?
 - [ ] Did you include useful docs for any user-facing changes or features?
 - [ ] Did you include useful javadocs for developer oriented changes, explaining new concepts or key changes?
-- [ ] Did you trigger and review regression testing results against the base branch via `Run Bench Main`?
+- [ ] Did you trigger and review regression testing results against the base branch via [Run Bench Main](https://github.com/datastax/jvector/actions/workflows/run-bench.yml)?
 - [ ] Did you adhere to the code formatting guidelines (TBD)
 - [ ] Did you group your changes for easy review, providing meaningful descriptions for each commit?
 - [ ] Did you ensure that all files contain the correct copyright header?
 
-If you did not complete any of these, then please explain below
+If you did not complete any of these, then please explain below.
diff --git a/CONTRIBUTIONS.md b/CONTRIBUTIONS.md
index 1e740a6d6..110134e7d 100644
--- a/CONTRIBUTIONS.md
+++ b/CONTRIBUTIONS.md
@@ -1,6 +1,6 @@
 # JVector Contribution Guidelines
 
-## Core Requirements for Pull Requests
+## Pull Requests
 
 - PRs adhere to the checklists posted in the comments.
 - PRs may only be merged after: