diff --git a/.github/ISSUE_TEMPLATE/chapter_template.md b/.github/ISSUE_TEMPLATE/chapter_template.md
index e71cb99..2e2aeee 100644
--- a/.github/ISSUE_TEMPLATE/chapter_template.md
+++ b/.github/ISSUE_TEMPLATE/chapter_template.md
@@ -1,5 +1,26 @@
-# Chapter
+# Chapter Reading Issue
 
-## Key Concepts
+## Chapter Details
 
-Link to Chapter:
+- **Chapter Number:** [Insert chapter number]
+- **Chapter Title:** [Insert chapter title]
+- **Date Read:** [Insert date]
+
+## Summary
+>
+> [Provide a brief summary of the chapter content.]
+
+## Key Takeaways
+
+- [Key takeaway 1]
+- [Key takeaway 2]
+- [Key takeaway 3]
+
+## Open Questions / Clarifications
+
+- [Question or comment 1]
+- [Question or comment 2]
+
+## Additional Notes
+>
+> [Any extra thoughts or discussion points]
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index 0ff2a64..741f119 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,8 +1,22 @@
-<!--- Provide a general summary of your changes in the Title above -->
-
 # Description
-<!--- Describe your changes in detail -->
+<!--
+- **What:** Brief summary of changes.
+- **Why:** Purpose and impact of these changes.
+-->
+
+## Related Issue(s)
+<!--Link to any related issue(s) or mention "N/A".-->
+
+## Proposed Changes
+
+-
+
+## Checklist
+
+- [ ] Code compiles without errors.
+- [ ] Relevant documentation updated.
+- [ ] Tests written/updated and passing.
+- [ ] Manual testing performed.
 
-## Motivation and Context
-<!--- Why is this change required? What problem does it solve? -->
-<!--- If it fixes an open issue, please link to the issue here. -->
+## Additional Notes
+<!-- Any extra details, screenshots, or context.-->
diff --git a/.github/workflows/label_issues.yml b/.github/workflows/label_issues.yml
deleted file mode 100644
index 8e94091..0000000
--- a/.github/workflows/label_issues.yml
+++ /dev/null
@@ -1,18 +0,0 @@
-name: Label issues
-on:
-  issues:
-    types:
-      - reopened
-      - opened
-jobs:
-  label_issues:
-    runs-on: ubuntu-latest
-    permissions:
-      issues: write
-    steps:
-      - run: gh issue edit "$NUMBER" --add-label "$LABELS"
-        env:
-          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-          GH_REPO: ${{ github.repository }}
-          NUMBER: ${{ github.event.issue.number }}
-          LABELS: todo