fix: refactored manually

eval/test_eval_harness.py

@@ -0,0 +1,32 @@
+"""Tests for Evaluation Harness and Metrics."""
+
+import pytest
+from eval.eval_harness import EvalHarness
+from eval.optimizer import SkillOptimizer
+
+
+def test_eval_harness_benchmark():
+    """Run EvalHarness against benchmark cases."""
+    harness = EvalHarness()
+    summary = harness.run_eval_suite()
+
+    assert summary["total_cases"] >= 1
+    assert summary["passed_cases"] >= 1
+    assert summary["pass_rate_percentage"] == 100.0
+
+
+def test_skill_optimizer_recommendations():
+    """Verify optimizer generates tuning recommendations for simulated failures."""
+    optimizer = SkillOptimizer()
+    simulated_summary = {
+        "results": [
+            {
+                "case_id": "test-case",
+                "passed": False,
+                "feedback": ["Product selection was not explicitly deferred in discovery phase."],
+            }
+        ]
+    }
+    recs = optimizer.generate_tuning_recommendations(simulated_summary)
+    assert len(recs) == 1
+    assert recs[0]["target_skill"] == "requirements_discovery"