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+<!--
+Thank you for contributing to GridFire! 🚀
+
+To help the reviewers understand your changes, please fill out the sections below.
+Feel free to delete any sections that are not relevant to your pull request.
+-->
+# Your PR Title Here
+
+## 🎯 Type of Change
+
+<!-- Please check the box that best describes your PR. -->
+
+- [ ] 🐞 Bug Fix (a non-breaking change that fixes an issue)
+
+- [ ] ✨ New Feature (a non-breaking change that adds functionality)
+
+- [ ] 💥 Breaking Change (a fix or feature that would cause existing functionality to not work as expected)
+
+- [ ] ⚡ Performance Optimization (a change that improves the speed or memory usage of the code)
+
+- [ ] ♻️ Refactor (a code change that neither fixes a bug nor adds a feature)
+
+- [ ] 📚 Documentation Update
+
+- [ ] 🧪 Test Suite Addition/Update
+
+## 🔗 Related Issue
+
+<!-- If this PR addresses a specific issue, please link to it here. -->
+
+<!-- E.g., "Closes #42" or "Resolves #15" -->
+
+- Related to Issue: #
+
+## 📝 Description of Change
+
+<!--
+Provide a clear and concise description of the changes.
+    Explain the "what" and the "why" of this pull request.
+    What was the problem, and how does this PR solve it?
+-->
+
+
+## 🏛️ Architectural & Implementation Details
+
+<!--
+Describe the technical details of your implementation.
+    What design patterns did you use (e.g., Strategy Pattern for Screening Models)?
+    How does this change interact with other parts of the code (e.g., the Engine, Solver, AD taping)?
+    Are there any new classes, and what are their responsibilities?
+-->
+
+
+## 🔬 Physics Impact
+
+<!--
+Does this PR introduce new physics (e.g., electron screening, reverse reactions)?
+    Does it change the physical assumptions of an existing model?
+    How does this affect the physical results?
+-->
+
+
+## ✅ Validation & Testing
+
+<!--
+Describe how you have validated your changes.
+    A PR will not be merged without validation.
+    How do the results compare to a known benchmark (e.g., approx8, MESA)?
+    Please include tables or plots showing the comparison.
+    If this is a bug fix, describe the test case that now passes.
+-->
+
+##### Test Configuration:
+##### Results:
+
+<!--Example table format for results-->
+| Model   | Final H-1 Mass Fraction | Notes                  | 
+|---------|-------------------------|------------------------|
+| approx8 | 0.1234                  | Matches expected value |
+
+
+<!-- You can embed images or plots from your validation runs here. -->
+## ⏱️ Performance Impact
+
+<!--
+If relevant, describe the performance impact of your changes.
+    Provide profiling data before and after the change.
+    Include metrics like total execution time and number of solver steps.
+-->
+
+
+## ☑️ Pre-Merge Checklist
+
+<!-- Go over all the following points, and put an x in all the boxes that apply. -->
+
+- [ ] My code follows the style guidelines of this project.
+
+- [ ] I have performed a self-review of my own code.
+
+- [ ] I have commented my code, particularly in hard-to-understand areas.
+
+- [ ] I have made corresponding changes to the documentation.
+
+- [ ] My changes generate no new warnings.
+
+- [ ] I have added tests that prove my fix is effective or that my feature works.
+
+- [ ] New and existing unit tests pass locally with my changes.
+
+- [ ] I have confirmed that this PR does not break the AD tape recording process.
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