WikiSkill: reference implementation of arXiv:2608.27454 (Google Research) - three-layer workspace, evolutionary agents, validation gating

tests/test_metrics.py

@@ -0,0 +1,13 @@
+from wikiskill.metrics import accuracy, paired_bootstrap
+
+
+def test_accuracy():
+    assert accuracy([True, False, True, True]) == 0.75
+    assert accuracy([]) == 0.0
+
+
+def test_paired_bootstrap_significant_and_not():
+    a = [True] * 10 + [False] * 0
+    b = [True] * 5 + [False] * 5
+    assert paired_bootstrap(a, b, n=500, seed=1) < 0.05
+    assert paired_bootstrap(a, a, n=200, seed=1) == 1.0