feat: add lead policy helpers

backend/tests/test_lead_policy.py

@@ -0,0 +1,50 @@
+import hashlib
+
+from app.services.lead_policy import (
+    approval_required,
+    compute_confidence,
+    infer_planning,
+    task_fingerprint,
+)
+
+
+def test_compute_confidence_sums_weights():
+    rubric = {
+        "clarity": 20,
+        "constraints": 15,
+        "completeness": 10,
+        "risk": 20,
+        "dependencies": 10,
+        "similarity": 5,
+    }
+    assert compute_confidence(rubric) == 80
+
+
+def test_approval_required_for_low_confidence():
+    assert approval_required(confidence=79, is_external=False, is_risky=False)
+    assert not approval_required(confidence=85, is_external=False, is_risky=False)
+
+
+def test_approval_required_for_external_or_risky():
+    assert approval_required(confidence=90, is_external=True, is_risky=False)
+    assert approval_required(confidence=90, is_external=False, is_risky=True)
+
+
+def test_infer_planning_requires_signal_threshold():
+    signals = {
+        "goal_gap": True,
+        "recent_ambiguity": False,
+        "research_only": False,
+        "stalled_inbox": False,
+    }
+    assert infer_planning(signals) is False
+
+    signals["recent_ambiguity"] = True
+    assert infer_planning(signals) is True
+
+
+def test_task_fingerprint_deterministic():
+    fp1 = task_fingerprint("Title", "Desc", "board-1")
+    fp2 = task_fingerprint("Title", "Desc", "board-1")
+    assert fp1 == fp2
+    assert fp1 == hashlib.sha256("board-1::title::desc".encode()).hexdigest()