• ✨ feat
• 🐛 fix
• ♻️ refactor
• 💄 style

resolves #xxx

• Ensured updated documentation pass spell check
• Updated or added relevant links as needed
• Reviewed the changes for clarity and accuracy
• Successfully ran the code locally without encountering errors