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## 🔗 Related Issue
Closes #
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## 📝 Summary
_What does this PR do and why?_
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## 🏷️ Type of Change
- [ ] Bug fix
- [ ] Feature / Enhancement
- [ ] Documentation
- [ ] Refactor
- [ ] Chore (deps, CI, tooling)
- [ ] Other (describe below)
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## 🧪 Verification
| Check | Command | Status |
|---------------------------|-----------------|--------|
| Lint suite | `make lint` | |
| Unit tests | `make test` | |
| Coverage ≥ 80% | `make coverage` | |
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## ✅ Checklist
- [ ] Code formatted (`make black isort pre-commit`)
- [ ] Tests added/updated for changes
- [ ] Documentation updated (if applicable)
- [ ] No secrets or credentials committed
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## 📓 Notes (optional)
_Screenshots, design decisions, or additional context._
