新增市場情報候選活動交接預覽

tests/test_market_intel_skeleton.py

@@ -518,6 +518,7 @@ def test_market_intel_preview_template_uses_safe_fetch_false_endpoint():
     assert "data-market-intel-sample-review-boundaries" in template
     assert "data-market-intel-sample-review-input" in template
     assert "data-market-intel-sample-review-evaluate" in template
+    assert "data-market-intel-sample-candidate-handoff" in template
     assert "data-market-intel-approval" in template
     assert "data-market-intel-approval-gates" in template
     assert "data-market-intel-deploy" in template
@@ -537,6 +538,7 @@ def test_market_intel_preview_template_uses_safe_fetch_false_endpoint():
     assert "market_intel.market_intel_manual_sample_acceptance" in template
     assert "market_intel.market_intel_manual_sample_review" in template
     assert "market_intel.market_intel_manual_sample_review_evaluate" in template
+    assert "market_intel.market_intel_manual_sample_candidate_handoff" in template
     assert "X-CSRFToken" in template
     assert "market_intel.market_intel_scheduler_plan" in template
     assert "market_intel.market_intel_match_review_plan" in template
@@ -573,7 +575,7 @@ def test_legacy_source_bridge_default_is_planned_only():
     bridge = MarketIntelService().build_legacy_source_bridge()
 
     assert bridge["mode"] == "legacy_source_bridge_planned"
-    assert bridge["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert bridge["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert bridge["execute_requested"] is False
     assert bridge["read_only_query_executed"] is False
     assert bridge["database_connection_opened"] is False
@@ -731,7 +733,7 @@ def test_mcp_tool_contract_preview_is_read_only_and_whitelisted():
     contract = MarketIntelService().build_mcp_tool_contract()
 
     assert contract["mode"] == "mcp_tool_contract_preview"
-    assert contract["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert contract["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert contract["caller"] == "market_intel"
     assert contract["contract_ready"] is True
     assert contract["blocked_reasons"] == []
@@ -864,7 +866,7 @@ def test_mcp_activation_runbook_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "mcp_activation_runbook_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["deployment_actions_executed"] is False
     assert data["docker_command_executed"] is False
     assert data["ssh_command_executed"] is False
@@ -877,7 +879,7 @@ def test_mcp_fetch_gate_default_blocks_external_fetch():
     gate = MarketIntelService().build_mcp_fetch_gate(fetch_requested=True)
 
     assert gate["mode"] == "mcp_fetch_gate_planned"
-    assert gate["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert gate["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert gate["fetch_requested"] is True
     assert gate["manual_fetch_gate_open"] is False
     assert gate["network_request_allowed"] is False
@@ -947,7 +949,7 @@ def test_mcp_fetch_gate_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "mcp_fetch_gate_planned"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["fetch_requested"] is False
     assert data["network_request_allowed"] is False
     assert data["external_network_executed"] is False
@@ -959,7 +961,7 @@ def test_manual_sample_plan_preview_blocks_fetch_and_write():
     plan = MarketIntelService().build_manual_sample_plan()
 
     assert plan["mode"] == "manual_sample_fetch_plan_preview"
-    assert plan["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert plan["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert plan["ready_for_manual_sample_fetch"] is False
     assert plan["sample_fetch_executed"] is False
     assert plan["external_network_executed"] is False
@@ -1007,7 +1009,7 @@ def test_manual_sample_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "manual_sample_fetch_plan_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["sample_fetch_executed"] is False
     assert data["external_network_executed"] is False
     assert data["database_write_executed"] is False
@@ -1018,7 +1020,7 @@ def test_manual_sample_acceptance_preview_blocks_candidate_import():
     acceptance = MarketIntelService().build_manual_sample_acceptance()
 
     assert acceptance["mode"] == "manual_sample_acceptance_preview"
-    assert acceptance["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert acceptance["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert acceptance["contract_ready"] is True
     assert acceptance["sample_result_loaded"] is False
     assert acceptance["sample_result_accepted"] is False
@@ -1060,7 +1062,7 @@ def test_manual_sample_acceptance_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "manual_sample_acceptance_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["sample_result_loaded"] is False
     assert data["candidate_import_allowed"] is False
     assert data["external_network_executed"] is False
@@ -1072,7 +1074,7 @@ def test_manual_sample_review_preview_is_planned_until_result_loaded():
     review = MarketIntelService().build_manual_sample_review()
 
     assert review["mode"] == "manual_sample_review_preview"
-    assert review["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert review["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert review["contract_ready"] is True
     assert review["sample_result_loaded"] is False
     assert review["sample_result_reviewed"] is False
@@ -1183,7 +1185,7 @@ def test_manual_sample_review_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "manual_sample_review_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["sample_result_loaded"] is False
     assert data["sample_result_reviewed"] is False
     assert data["candidate_import_allowed"] is False
@@ -1222,7 +1224,7 @@ def test_manual_sample_review_evaluation_preview_accepts_payload_without_persist
     )
 
     assert review["mode"] == "manual_sample_review_evaluation_preview"
-    assert review["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert review["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert review["review_request_type"] == "operator_posted_json"
     assert review["payload_received"] is True
     assert review["payload_valid_json_object"] is True
@@ -1284,7 +1286,7 @@ def test_manual_sample_review_evaluate_route_is_post_only_and_no_write():
 
     assert response.status_code == 200
     assert data["mode"] == "manual_sample_review_evaluation_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["payload_received"] is True
     assert data["payload_valid_json_object"] is True
     assert data["payload_persisted"] is False
@@ -1328,11 +1330,140 @@ def test_manual_sample_review_evaluate_rejects_invalid_json_without_write():
     assert "sample_result_payload_invalid" in data["blocked_reasons"]
 
 
+def test_manual_sample_candidate_handoff_preview_creates_candidates_without_persisting():
+    sample_result = {
+        "batch_id": "sample-batch-5",
+        "platform_code": "pchome",
+        "source_key": "homepage",
+        "source_url": "https://24h.pchome.com.tw/",
+        "status": "fetched",
+        "status_code": 200,
+        "content_length": 1500,
+        "page_hash": "e" * 64,
+        "title": "PChome 活動",
+        "diagnostics": {
+            "link_count": 3,
+            "same_host_link_count": 2,
+            "campaign_link_candidates": [
+                {
+                    "confidence_band": "high",
+                    "score": 91,
+                    "url": "https://24h.pchome.com.tw/activity/sample",
+                    "text": "品牌活動",
+                },
+                {
+                    "confidence_band": "low",
+                    "score": 22,
+                    "url": "https://24h.pchome.com.tw/search/noise",
+                    "text": "低信心連結",
+                },
+            ],
+        },
+    }
+
+    handoff = MarketIntelService().build_manual_sample_candidate_handoff(
+        sample_result=sample_result
+    )
+
+    assert handoff["mode"] == "manual_sample_candidate_handoff_preview"
+    assert handoff["phase"] == "phase_51_manual_sample_candidate_handoff"
+    assert handoff["payload_received"] is True
+    assert handoff["payload_valid_json_object"] is True
+    assert handoff["payload_persisted"] is False
+    assert handoff["sample_result_persisted"] is False
+    assert handoff["handoff_ready"] is True
+    assert handoff["candidate_handoff_created"] is True
+    assert handoff["candidate_handoff_persisted"] is False
+    assert handoff["candidate_import_allowed"] is False
+    assert handoff["external_network_executed"] is False
+    assert handoff["database_connection_opened"] is False
+    assert handoff["database_session_created"] is False
+    assert handoff["database_write_executed"] is False
+    assert handoff["database_commit_executed"] is False
+    assert handoff["scheduler_attached"] is False
+    assert handoff["handoff_summary"]["candidate_count"] == 1
+    assert handoff["candidates"][0]["review_status"] == "needs_operator_review"
+    assert handoff["candidates"][0]["write_status"] == "blocked_preview_only"
+    assert handoff["candidates"][0]["import_allowed"] is False
+    assert "do_not_persist_candidate_handoff_payload" in handoff["safe_boundaries"]
+
+
+def test_manual_sample_candidate_handoff_route_is_post_only_and_no_write():
+    from routes.market_intel_routes import market_intel_bp
+
+    app = Flask(__name__)
+    app.secret_key = "test-secret"
+    app.register_blueprint(market_intel_bp)
+    client = app.test_client()
+    with client.session_transaction() as session:
+        session["logged_in"] = True
+
+    response = client.post(
+        "/api/market_intel/manual_sample_review/candidate_handoff",
+        json={
+            "sample_result": {
+                "batch_id": "sample-batch-6",
+                "platform_code": "momo",
+                "source_key": "homepage",
+                "source_url": "https://www.momoshop.com.tw/",
+                "status": "fetched",
+                "status_code": 200,
+                "content_length": 1600,
+                "page_hash": "f" * 64,
+                "title": "MOMO 活動",
+                "diagnostics": {
+                    "link_count": 2,
+                    "same_host_link_count": 2,
+                    "campaign_link_candidates": [
+                        {
+                            "confidence_band": "medium",
+                            "score": 76,
+                            "url": "https://www.momoshop.com.tw/activity/sample",
+                            "text": "活動頁",
+                        },
+                    ],
+                },
+            }
+        },
+    )
+    data = response.get_json()
+
+    assert response.status_code == 200
+    assert data["mode"] == "manual_sample_candidate_handoff_preview"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
+    assert data["payload_received"] is True
+    assert data["handoff_ready"] is True
+    assert data["candidate_handoff_created"] is True
+    assert data["candidate_handoff_persisted"] is False
+    assert data["candidate_import_allowed"] is False
+    assert data["external_network_executed"] is False
+    assert data["database_write_executed"] is False
+    assert data["scheduler_attached"] is False
+    assert data["handoff_summary"]["candidate_count"] == 1
+
+
+def test_manual_sample_candidate_handoff_blocks_invalid_payload():
+    handoff = MarketIntelService().build_manual_sample_candidate_handoff(
+        sample_result=None,
+        payload_error="invalid_json_object",
+    )
+
+    assert handoff["mode"] == "manual_sample_candidate_handoff_preview"
+    assert handoff["payload_received"] is False
+    assert handoff["payload_valid_json_object"] is False
+    assert handoff["handoff_ready"] is False
+    assert handoff["candidate_handoff_created"] is False
+    assert handoff["candidate_handoff_persisted"] is False
+    assert handoff["candidate_import_allowed"] is False
+    assert handoff["database_write_executed"] is False
+    assert "candidate_handoff_not_ready" in handoff["blocked_reasons"]
+
+
 def test_scheduler_plan_preview_blocks_job_attachment():
     plan = MarketIntelService().build_scheduler_plan()
 
     assert plan["mode"] == "scheduler_attach_plan_preview"
-    assert plan["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert plan["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert plan["ready_to_attach_scheduler"] is False
     assert plan["scheduler_attached"] is False
     assert plan["scheduler_registration_executed"] is False
@@ -1370,7 +1501,7 @@ def test_scheduler_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "scheduler_attach_plan_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["scheduler_registration_executed"] is False
     assert data["crawler_job_started"] is False
     assert data["external_network_executed"] is False
@@ -1381,7 +1512,7 @@ def test_match_review_plan_preview_blocks_auto_confirm():
     plan = MarketIntelService().build_match_review_plan()
 
     assert plan["mode"] == "match_review_plan_preview"
-    assert plan["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert plan["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert plan["ready_for_review_queue"] is False
     assert plan["review_queue_created"] is False
     assert plan["auto_match_executed"] is False
@@ -1417,7 +1548,7 @@ def test_match_review_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "match_review_plan_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["review_queue_created"] is False
     assert data["auto_confirm_executed"] is False
     assert data["external_network_executed"] is False
@@ -1428,7 +1559,7 @@ def test_opportunity_plan_preview_blocks_alerts_and_ai_summary():
     plan = MarketIntelService().build_opportunity_plan()
 
     assert plan["mode"] == "opportunity_plan_preview"
-    assert plan["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert plan["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert plan["ready_for_opportunity_queue"] is False
     assert plan["opportunity_queue_created"] is False
     assert plan["threat_alert_dispatched"] is False
@@ -1469,7 +1600,7 @@ def test_opportunity_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "opportunity_plan_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["opportunity_queue_created"] is False
     assert data["threat_alert_dispatched"] is False
     assert data["ai_summary_generated"] is False
@@ -1480,7 +1611,7 @@ def test_opportunity_scoring_plan_preview_blocks_scoring_and_alerts():
     plan = MarketIntelService().build_opportunity_scoring_plan()
 
     assert plan["mode"] == "opportunity_scoring_plan_preview"
-    assert plan["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert plan["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert plan["ready_for_scoring_job"] is False
     assert plan["scoring_job_created"] is False
     assert plan["score_calculation_executed"] is False
@@ -1528,7 +1659,7 @@ def test_opportunity_scoring_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "opportunity_scoring_plan_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["scoring_job_created"] is False
     assert data["score_calculation_executed"] is False
     assert data["sample_scores_generated"] is False
@@ -1540,7 +1671,7 @@ def test_opportunity_evidence_plan_preview_blocks_queries_and_alerts():
     plan = MarketIntelService().build_opportunity_evidence_plan()
 
     assert plan["mode"] == "opportunity_evidence_plan_preview"
-    assert plan["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert plan["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert plan["ready_for_evidence_bundle"] is False
     assert plan["evidence_bundle_created"] is False
     assert plan["evidence_query_executed"] is False
@@ -1586,7 +1717,7 @@ def test_opportunity_evidence_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "opportunity_evidence_plan_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["evidence_bundle_created"] is False
     assert data["evidence_query_executed"] is False
     assert data["sample_evidence_generated"] is False
@@ -1599,7 +1730,7 @@ def test_opportunity_alert_plan_preview_blocks_dispatch_and_llm_calls():
     plan = MarketIntelService().build_opportunity_alert_plan()
 
     assert plan["mode"] == "opportunity_alert_plan_preview"
-    assert plan["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert plan["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert plan["ready_for_alert_candidates"] is False
     assert plan["alert_candidate_created"] is False
     assert plan["alert_queue_created"] is False
@@ -1684,7 +1815,7 @@ def test_opportunity_alert_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "opportunity_alert_plan_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["alert_candidate_created"] is False
     assert data["alert_queue_created"] is False
     assert data["review_queue_created"] is False
@@ -1762,7 +1893,7 @@ def test_mcp_deploy_preflight_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "mcp_external_deploy_preflight_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["deployment_actions_executed"] is False
     assert data["docker_command_executed"] is False
     assert data["ssh_command_executed"] is False
@@ -1777,7 +1908,7 @@ def test_mcp_readiness_default_is_planned_only(monkeypatch):
     readiness = MarketIntelService().build_mcp_readiness()
 
     assert readiness["mode"] == "mcp_readiness_planned"
-    assert readiness["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert readiness["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert readiness["execute_requested"] is False
     assert readiness["router_enabled"] is False
     assert readiness["external_mcp_complete"] is False
@@ -2169,6 +2300,7 @@ def test_deployment_readiness_reports_app_only_release_gate():
     assert readiness["checks"]["manual_sample_acceptance_preview_safe"] is True
     assert readiness["checks"]["manual_sample_review_preview_safe"] is True
     assert readiness["checks"]["manual_sample_review_evaluation_post_safe"] is True
+    assert readiness["checks"]["manual_sample_candidate_handoff_post_safe"] is True
     assert readiness["checks"]["match_review_plan_preview_safe"] is True
     assert readiness["checks"]["opportunity_plan_preview_safe"] is True
     assert readiness["checks"]["opportunity_scoring_plan_preview_safe"] is True
@@ -2286,6 +2418,29 @@ def test_deployment_readiness_reports_app_only_release_gate():
         is False
     )
     assert readiness["manual_sample_review_evaluation"]["scheduler_attached"] is False
+    assert (
+        readiness["manual_sample_candidate_handoff"]["mode"]
+        == "manual_sample_candidate_handoff_preview"
+    )
+    assert readiness["manual_sample_candidate_handoff"]["payload_received"] is True
+    assert readiness["manual_sample_candidate_handoff"]["payload_persisted"] is False
+    assert (
+        readiness["manual_sample_candidate_handoff"]["candidate_handoff_persisted"]
+        is False
+    )
+    assert (
+        readiness["manual_sample_candidate_handoff"]["candidate_import_allowed"]
+        is False
+    )
+    assert (
+        readiness["manual_sample_candidate_handoff"]["external_network_executed"]
+        is False
+    )
+    assert (
+        readiness["manual_sample_candidate_handoff"]["database_write_executed"]
+        is False
+    )
+    assert readiness["manual_sample_candidate_handoff"]["scheduler_attached"] is False
     assert readiness["scheduler_plan"]["scheduler_registration_executed"] is False
     assert readiness["scheduler_plan"]["crawler_job_started"] is False
     assert readiness["scheduler_plan"]["database_write_executed"] is False
@@ -2390,7 +2545,7 @@ def test_migration_apply_drill_planned_is_safe_and_manual_only():
     drill = MarketIntelService().build_migration_apply_drill()
 
     assert drill["mode"] == "migration_apply_drill_preview"
-    assert drill["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert drill["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert drill["execute_requested"] is False
     assert drill["schema_state"] == "planned_no_db_probe"
     assert drill["drill_ready_for_operator_review"] is True
@@ -2505,7 +2660,7 @@ def test_migration_apply_drill_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "migration_apply_drill_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["execute_requested"] is False
     assert data["migration_executed"] is False
     assert data["rollback_executed"] is False
@@ -2517,7 +2672,7 @@ def test_migration_catalog_review_planned_is_safe_and_diagnostic():
     review = MarketIntelService().build_migration_catalog_review()
 
     assert review["mode"] == "migration_catalog_review_preview"
-    assert review["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert review["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert review["execute_requested"] is False
     assert review["catalog_state"] == "planned_no_probe"
     assert review["seed_state"] == "planned_no_probe"
@@ -2632,7 +2787,7 @@ def test_migration_catalog_review_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "migration_catalog_review_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["execute_requested"] is False
     assert data["catalog_state"] == "planned_no_probe"
     assert data["migration_executed"] is False
@@ -2645,7 +2800,7 @@ def test_migration_live_smoke_planned_is_preview_only():
     smoke = MarketIntelService().build_migration_live_smoke()
 
     assert smoke["mode"] == "migration_live_smoke_preview"
-    assert smoke["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert smoke["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert smoke["execute_requested"] is False
     assert smoke["smoke_result"] == "planned_no_execution"
     assert smoke["live_smoke_passed"] is False
@@ -2707,7 +2862,7 @@ def test_migration_live_smoke_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "migration_live_smoke_preview"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["execute_requested"] is False
     assert data["smoke_result"] == "planned_no_execution"
     assert data["migration_executed"] is False
@@ -2720,7 +2875,7 @@ def test_live_db_inventory_planned_is_preview_only():
     inventory = MarketIntelService().build_live_db_inventory()
 
     assert inventory["mode"] == "live_db_inventory_planned"
-    assert inventory["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert inventory["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert inventory["execute_requested"] is False
     assert inventory["read_only_query_executed"] is False
     assert inventory["database_connection_opened"] is False
@@ -2864,7 +3019,7 @@ def test_live_db_inventory_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "live_db_inventory_planned"
-    assert data["phase"] == "phase_50_manual_sample_review_evaluate"
+    assert data["phase"] == "phase_51_manual_sample_candidate_handoff"
     assert data["execute_requested"] is False
     assert data["read_only_query_executed"] is False
     assert data["database_write_executed"] is False