diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
index 749641af..bb5f04b2 100644
--- a/.github/pull_request_template.md
+++ b/.github/pull_request_template.md
@@ -1,10 +1,16 @@
 ## Summary of Changes  
+<!-- Keep this short and concise, with a few sentences max. Make sure it accurately reflects the PR subject line, which will be used in the release notes. -->
 
 
 ## Related GitHub Issue(s)  
+<!-- e.g. #123. Use "Closes", "Fixes", or "Resolves" before the number (e.g. "Closes #123") to auto close the issue when this PR is merged, e.g. "Closes #123". -->
 
 
 ## Additional Context for Reviewers  
+<!-- Include any additional info that would be helpful for reviewers. If applicable, disclose any AI tools used and if AI-generated content dominates the diffs. You do not need to disclose AI tools used visible to the public (e.g. bugbot). -->
 
 
+## Checklist
 - [ ] I passed tests locally for both code (`uv run pytest`) and documentation changes (`uv run jb build docs --builder=custom --custom-builder=doctest`)
+- [ ] I am an Associate of the Casualty Actuarial Society (ACAS) or a Fellow of the Casualty Actuarial Society (FCAS).
+- [ ] I have reviewed every diff in this PR, including both code and documentation changes. I acknowledge that reviewers have the discretion to close any pull request deemed to be too verbose or overly reliant on AI.
\ No newline at end of file
diff --git a/docs/library/contributing.md b/docs/library/contributing.md
index caab7967..b7915167 100644
--- a/docs/library/contributing.md
+++ b/docs/library/contributing.md
@@ -102,29 +102,33 @@ Contributions to documentation are especially helpful for new users.
 
 ## Pull Requests (PRs)
 
-**Guidelines for PRs:**  
+**Guidelines for PRs:** 
+
+We welcome all pull requests! Please keep in mind that each PR undergoes a thorough, line-by-line quality review and must pass all existing unit tests. Be prepared to answer questions from the maintainers and make revisions as needed.
 
 **PRs must:**  
-- Pass all existing unit tests  
-- Undergo independent peer review  
+- Be submitted using the pull request template
+- Pass all existing unit tests
+- Disclose usage of any AI coding agents
+- Undergo independent peer review by another actuary
 
 **PRs are encouraged to:**  
-- Be small, focused, and modular  
-- Link to relevant Issue ticket(s)  
-- Include docstring updates for any code changes  
-- Update the documentation site for corresponding changes  
-- Follow established naming conventions  
-- Include new unit tests with reasonable coverage  
+- Be small, focused, and modular
+- Link to relevant Issue ticket(s)
+- Include docstring updates for any code changes
+- Update the documentation site for corresponding changes
+- Follow established naming conventions
+- Include new unit tests with reasonable coverage
 
 All PRs should be run locally before submission.
 
 For codebase tests, run:
 
 ```bash
-pytest
+uv run pytest
 ```
 
-For documentation changes, rebuild the docs locally with:
+For documentation changes, run:
 ```bash
 uv run jb build docs --builder=custom --custom-builder=doctest
 ```