Chills with shivering is usually a sign of
kidney infection - acute pyelonephritis,when associated with urinary symptoms.
Next Steps
you will need blood tests to assess the severity of infection and your renal function and a urine culture sensitivity test. And also a usg/CT kub to detect any stone disease.
you will need to be started on antibiotics as early as possible. Please consult a urologist for further evaluation.