diff --git a/tests/test.cpp b/tests/test.cpp
index 7bd637c..d81e79c 100644
--- a/tests/test.cpp
+++ b/tests/test.cpp
@@ -13,7 +13,7 @@ using namespace Catch;
 
 constexpr double TOLERANCE = 1e-4;
 
-TEST_CASE("lehmer64 rng")
+TEST_CASE("lehmer64 rng", "[test]")
 {
     s2ga::lehmer64 rng(0);
 
@@ -56,11 +56,11 @@ TEST_CASE("lehmer64 rng")
     }
 }
 
-TEST_CASE("Uniform Distribution Tests")
+TEST_CASE("uniform distribution tests", "[test]")
 {
     s2ga::lehmer64 rng(42); // Fixed seed for reproducibility
 
-    SECTION("Integer Uniformity - Chi-Squared Test")
+    SECTION("integer uniformity - chi-squared test")
     {
         const int min = 0;
         const int max = 9;
@@ -86,7 +86,7 @@ TEST_CASE("Uniform Distribution Tests")
         CHECK(chi_sq < critical_value);
     }
 
-    SECTION("Floating Point Uniformity - Kolmogorov-Smirnov Test")
+    SECTION("floating point uniformity - Kolmogorov-Smirnov test")
     {
         const double min = 0.0;
         const double max = 1.0;
@@ -113,7 +113,7 @@ TEST_CASE("Uniform Distribution Tests")
         CHECK(d_stat < ks_critical);
     }
 
-    SECTION("Edge Case Coverage")
+    SECTION("edge case coverage")
     {
         const int iterations = 10'000;
 
@@ -172,7 +172,7 @@ inline double sphere(double x, double y)
     return std::pow(x, 2.0) + std::pow(y, 2.0);
 }
 
-TEST_CASE("sphere(0, 0) = 0")
+TEST_CASE("sphere(0, 0) = 0", "[test]")
 {
     REQUIRE(sphere(0.0, 0.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -185,7 +185,7 @@ inline double ackley(double x, double y)
            std::numbers::e + 20.0;
 }
 
-TEST_CASE("ackley(0, 0) = 0")
+TEST_CASE("ackley(0, 0) = 0", "[test]")
 {
     REQUIRE(ackley(0.0, 0.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -198,7 +198,7 @@ inline double rastrigin(double x, double y)
            (std::pow(y, 2.0) - A * std::cos(2.0 * std::numbers::pi * y));
 }
 
-TEST_CASE("rastrigin(0, 0) = 0")
+TEST_CASE("rastrigin(0, 0) = 0", "[test]")
 {
     REQUIRE(rastrigin(0.0, 0.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -208,7 +208,7 @@ inline double rosenbrock(double x, double y)
     return 100.0 * std::pow(y - std::pow(x, 2.0), 2.0) + std::pow(1.0 - x, 2.0);
 }
 
-TEST_CASE("rosenbrock(1, 1) = 0")
+TEST_CASE("rosenbrock(1, 1) = 0", "[test]")
 {
     REQUIRE(rosenbrock(1.0, 1.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -220,7 +220,7 @@ inline double bill(double x, double y)
            std::pow(2.625 - x + x * std::pow(y, 3.0), 2.0);
 }
 
-TEST_CASE("bill(3, 0.5) = 0")
+TEST_CASE("bill(3, 0.5) = 0", "[test]")
 {
     REQUIRE(bill(3.0, 0.5) == Approx(0.0).margin(TOLERANCE));
 }
@@ -235,7 +235,7 @@ inline double goldstein_price(double x, double y)
                         36.0 * x * y + 27.0 * std::pow(y, 2.0)));
 }
 
-TEST_CASE("goldstein_price(0, -1) = 3")
+TEST_CASE("goldstein_price(0, -1) = 3", "[test]")
 {
     REQUIRE(goldstein_price(0.0, -1.0) == Approx(3.0).margin(TOLERANCE));
 }
@@ -245,7 +245,7 @@ inline double booth(double x, double y)
     return std::pow(x + 2.0 * y - 7.0, 2.0) + std::pow(2.0 * x + y - 5.0, 2.0);
 }
 
-TEST_CASE("booth(1, 3) = 0")
+TEST_CASE("booth(1, 3) = 0", "[test]")
 {
     REQUIRE(booth(1.0, 3.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -256,7 +256,7 @@ inline double bukin_n6(double x, double y)
            0.01 * std::abs(x + 10.0);
 }
 
-TEST_CASE("bukin_n6(-10, 1) = 0")
+TEST_CASE("bukin_n6(-10, 1) = 0", "[test]")
 {
     REQUIRE(bukin_n6(-10.0, 1.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -266,7 +266,7 @@ inline double matyas(double x, double y)
     return 0.26 * sphere(x, y) - 0.48 * x * y;
 }
 
-TEST_CASE("matyas(0, 0) = 0")
+TEST_CASE("matyas(0, 0) = 0", "[test]")
 {
     REQUIRE(matyas(0.0, 0.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -283,7 +283,7 @@ inline double levi_n13(double x, double y)
            std::pow(y - 1.0, 2.0) * (1.0 + sin2(2.0 * std::numbers::pi * y));
 }
 
-TEST_CASE("levi_n13(1, 1) = 0")
+TEST_CASE("levi_n13(1, 1) = 0", "[test]")
 {
     REQUIRE(levi_n13(1.0, 1.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -294,7 +294,7 @@ inline double three_hump_camel(double x, double y)
            std::pow(x, 6.0) / 6.0 + x * y + std::pow(y, 2.0);
 }
 
-TEST_CASE("three_hump_camel(0, 0) = 0")
+TEST_CASE("three_hump_camel(0, 0) = 0", "[test]")
 {
     REQUIRE(three_hump_camel(0.0, 0.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -305,7 +305,7 @@ inline double eggholder(double x, double y)
            x * std::sin(std::sqrt(std::abs(x - (y + 47.0))));
 }
 
-TEST_CASE("eggholder(512, 404.2319) = -959.6407")
+TEST_CASE("eggholder(512, 404.2319) = -959.6407", "[test]")
 {
     REQUIRE(eggholder(512.0, 404.2319) == Approx(-959.6407).margin(TOLERANCE));
 }
@@ -315,7 +315,7 @@ inline double mccormick(double x, double y)
     return std::sin(x + y) + std::pow(x - y, 2.0) - 1.5 * x + 2.5 * y + 1.0;
 }
 
-TEST_CASE("mccormick(-0.54719, -1.54719) = -1.9133")
+TEST_CASE("mccormick(-0.54719, -1.54719) = -1.9133", "[test]")
 {
     REQUIRE(mccormick(-0.54719, -1.54719) == Approx(-1.9133).margin(TOLERANCE));
 }
@@ -326,7 +326,7 @@ inline double schaffer_n2(double x, double y)
                      std::pow(1.0 + 0.001 * sphere(x, y), 2.0);
 }
 
-TEST_CASE("schaffer_n2(0, 0) = 0")
+TEST_CASE("schaffer_n2(0, 0) = 0", "[test]")
 {
     REQUIRE(schaffer_n2(0.0, 0.0) == Approx(0.0).margin(TOLERANCE));
 }
@@ -344,12 +344,12 @@ inline double schaffer_n4(double x, double y)
                std::pow(1.0 + 0.001 * sphere(x, y), 2.0);
 }
 
-TEST_CASE("schaffer_n4(0, 1.25313) = 0.292579")
+TEST_CASE("schaffer_n4(0, 1.25313) = 0.292579", "[test]")
 {
     REQUIRE(schaffer_n4(0.0, 1.25313) == Approx(0.292579).margin(TOLERANCE));
 }
 
-TEST_CASE("Should pass")
+TEST_CASE("Should pass", "[test]")
 {
     REQUIRE_NOTHROW(foo());
 }