新增市場情報候選活動交接預覽

TODO_NEXT_STEPS.txt

@@ -108,6 +108,7 @@
    - Phase 49 manual sample result review：新增 `services/market_intel/manual_sample_review.py`、`/api/market_intel/manual_sample_review` 與 UI「樣本結果審核預覽」panel；以純函式評估人工 sample result 是否可進候選預覽，預設不載入結果、不抓外站、不存檔、不寫 DB、不允許候選導入、不掛 scheduler；版本同步至 V10.216。
    - Phase 50 manual sample review evaluate：新增 `/api/market_intel/manual_sample_review/evaluate` POST 與 UI JSON 審核入口，允許操作員貼入單筆 sample result 即時回傳 PASS/BLOCK；不保存 payload、不回吐完整 HTML、不寫 DB、不建立候選活動、不允許候選導入、不掛 scheduler；版本同步至 V10.219。
    - V10.220 補 Phase 50 UI POST CSRF header：`manual_sample_review/evaluate` 保持 CSRF 保護，頁面 fetch 送出 `X-CSRFToken`，不豁免安全檢查。
+   - Phase 51 manual sample candidate handoff：新增 `/api/market_intel/manual_sample_review/candidate_handoff` POST 與 UI handoff 按鈕，將已通過審核的 sample result 轉成只讀候選活動 preview payload；不保存 handoff、不建立 review queue、不寫 market_*、不允許候選導入、不掛 scheduler；版本同步至 V10.222。
    - Schema smoke：`tests/test_market_intel_skeleton.py` 檢查 `Base.metadata` 內含 ADR-035 八張 `market_*` tables。
    - Desktop UI QA：本機只註冊 `market_intel_bp` 的 Flask harness 載入 `/market_intel`，確認 Phase 15、候選預覽、writer preview、安全 flags、點陣暖紙視覺正常，console error 0。
    - API QA：`/api/market_intel/schema_smoke` 通過 7 張表與 `market_platforms` 必要欄位檢查；`/api/market_intel/platform_seed_writer_plan` 回傳 4 筆 dry-run upsert preview，`writes_executed=false`，四平台皆 `blocked_dry_run_only`。

config.py

@@ -320,7 +320,7 @@ YOUTUBE_API_KEY = os.getenv('YOUTUBE_API_KEY', '')
 # ==========================================
 # 系統版本與路徑
 # ==========================================
-SYSTEM_VERSION = "V10.221"
+SYSTEM_VERSION = "V10.222"
 LOG_FILE_PATH = os.path.join(BASE_DIR, 'logs/system.log')
 public_url = PUBLIC_URL  # 用於模板顯示
 

docs/adr/ADR-035-cross-platform-market-campaign-intelligence.md

@@ -176,6 +176,7 @@ EwoooC 目前已有 MOMO EDM / 節慶活動資料、`promo_products`、PChome
 - 2026-05-19 追加 manual sample acceptance contract：`services.market_intel.manual_sample_acceptance` 與 `/api/market_intel/manual_sample_acceptance` 定義 sample fetch 結果回來後的必要欄位、診斷欄位、驗收門檻、拒收條件、人工決策與升級順序。此階段不載入 sample result、不抓外部網站、不允許候選導入、不寫 DB、不掛 scheduler。
 - 2026-05-19 追加 manual sample result review：`services.market_intel.manual_sample_review` 與 `/api/market_intel/manual_sample_review` 以純函式評估操作員提供的 sample result 是否通過 Phase 48 驗收門檻並可進候選預覽。API/UI 預設不載入 sample result，不抓外站、不存檔、不寫 DB、不允許候選導入、不掛 scheduler；即使審核通過也只開 candidate preview gate，正式 market_* 寫入仍需後續獨立批准。
 - 2026-05-19 追加 manual sample review evaluate：`/api/market_intel/manual_sample_review/evaluate` 提供 POST-only 即時審核入口，操作員可貼入單筆 sample result JSON 取得 PASS/BLOCK 與 candidate preview readiness。此入口不保存 payload、不回吐完整 HTML、不連外、不寫 DB、不建立候選活動、不允許候選導入、不掛 scheduler；invalid JSON 只回診斷錯誤。
+- 2026-05-19 追加 manual sample candidate handoff：`/api/market_intel/manual_sample_review/candidate_handoff` 將已通過審核的 sample result 轉成只讀候選活動 handoff payload，包含 candidate key、平台、來源、URL、信心分級、排序與人工審核狀態。此入口保持 CSRF 保護，不保存 handoff、不建立 review queue、不寫 market_*、不允許候選導入、不掛 scheduler。
 
 ### Phase 4：Coupang / Shopee Adapter
 

routes/README.md

@@ -19,7 +19,7 @@
 | `edm_routes.py` | EDM 與節慶儀表板 | `/edm`, `/festival` |
 | `monthly_routes.py` | 月結分析 | `/monthly_summary_analysis`, `/api/monthly_summary_data` |
 | `daily_sales_routes.py` | 當日業績 | `/daily_sales`, `/daily_sales/export*` |
-| `market_intel_routes.py` | 市場情報 Phase 50 manual sample review evaluate | `/market_intel`, `/market_intel/*`, `/api/market_intel/status`, `/api/market_intel/schema`, `/api/market_intel/schema_smoke`, `/api/market_intel/schema_db_probe`, `/api/market_intel/platform_seed_db_diff`, `/api/market_intel/legacy_source_bridge`, `/api/market_intel/mcp_readiness`, `/api/market_intel/mcp_tool_contract`, `/api/market_intel/mcp_deploy_preflight`, `/api/market_intel/mcp_activation_runbook`, `/api/market_intel/mcp_fetch_gate`, `/api/market_intel/scheduler_plan`, `/api/market_intel/manual_sample_plan`, `/api/market_intel/manual_sample_acceptance`, `/api/market_intel/manual_sample_review`, `/api/market_intel/manual_sample_review/evaluate`, `/api/market_intel/match_review_plan`, `/api/market_intel/opportunity_plan`, `/api/market_intel/opportunity_scoring_plan`, `/api/market_intel/opportunity_evidence_plan`, `/api/market_intel/opportunity_alert_plan`, `/api/market_intel/adapters`, `/api/market_intel/dry_run_plan`, `/api/market_intel/discovery_plan`, `/api/market_intel/manual_discovery`, `/api/market_intel/candidate_preview`, `/api/market_intel/platform_seed_plan`, `/api/market_intel/platform_seed_write_guard`, `/api/market_intel/platform_seed_writer_plan`, `/api/market_intel/migration_blueprint`, `/api/market_intel/migration_apply_drill`, `/api/market_intel/migration_catalog_review`, `/api/market_intel/migration_live_smoke`, `/api/market_intel/live_db_inventory`, `/api/market_intel/seed_writer_cli_status`, `/api/market_intel/write_approval_runbook`, `/api/market_intel/deployment_readiness` |
+| `market_intel_routes.py` | 市場情報 Phase 51 manual sample candidate handoff | `/market_intel`, `/market_intel/*`, `/api/market_intel/status`, `/api/market_intel/schema`, `/api/market_intel/schema_smoke`, `/api/market_intel/schema_db_probe`, `/api/market_intel/platform_seed_db_diff`, `/api/market_intel/legacy_source_bridge`, `/api/market_intel/mcp_readiness`, `/api/market_intel/mcp_tool_contract`, `/api/market_intel/mcp_deploy_preflight`, `/api/market_intel/mcp_activation_runbook`, `/api/market_intel/mcp_fetch_gate`, `/api/market_intel/scheduler_plan`, `/api/market_intel/manual_sample_plan`, `/api/market_intel/manual_sample_acceptance`, `/api/market_intel/manual_sample_review`, `/api/market_intel/manual_sample_review/evaluate`, `/api/market_intel/manual_sample_review/candidate_handoff`, `/api/market_intel/match_review_plan`, `/api/market_intel/opportunity_plan`, `/api/market_intel/opportunity_scoring_plan`, `/api/market_intel/opportunity_evidence_plan`, `/api/market_intel/opportunity_alert_plan`, `/api/market_intel/adapters`, `/api/market_intel/dry_run_plan`, `/api/market_intel/discovery_plan`, `/api/market_intel/manual_discovery`, `/api/market_intel/candidate_preview`, `/api/market_intel/platform_seed_plan`, `/api/market_intel/platform_seed_write_guard`, `/api/market_intel/platform_seed_writer_plan`, `/api/market_intel/migration_blueprint`, `/api/market_intel/migration_apply_drill`, `/api/market_intel/migration_catalog_review`, `/api/market_intel/migration_live_smoke`, `/api/market_intel/live_db_inventory`, `/api/market_intel/seed_writer_cli_status`, `/api/market_intel/write_approval_runbook`, `/api/market_intel/deployment_readiness` |
 | `api_routes.py` | 通用任務與查詢 API | `/api/run_task`, `/api/history/*` |
 | `export_routes.py` | 匯出功能 | `/api/export/*` |
 | `import_routes.py` | 匯入功能 | `/api/import_excel`, `/api/import/monthly_summary` |

routes/market_intel_routes.py

@@ -192,6 +192,31 @@ def market_intel_manual_sample_review_evaluate():
     )
 
 
+@market_intel_bp.route(
+    "/api/market_intel/manual_sample_review/candidate_handoff",
+    methods=["POST"],
+)
+@login_required
+def market_intel_manual_sample_candidate_handoff():
+    payload = request.get_json(silent=True)
+    limit = request.args.get("limit", default=20, type=int)
+    if not isinstance(payload, dict):
+        data = _service().build_manual_sample_candidate_handoff(
+            sample_result=None,
+            payload_error="invalid_json_object",
+            limit=limit,
+        )
+        return jsonify(data), 400
+
+    sample_result = payload.get("sample_result", payload)
+    return jsonify(
+        _service().build_manual_sample_candidate_handoff(
+            sample_result=sample_result,
+            limit=limit,
+        )
+    )
+
+
 @market_intel_bp.route("/api/market_intel/match_review_plan")
 @login_required
 def market_intel_match_review_plan():

services/market_intel/deployment_readiness.py

@@ -24,6 +24,9 @@ def build_deployment_readiness_preview(
     manual_sample_review_evaluation = service.build_manual_sample_review_evaluation(
         sample_result={}
     )
+    manual_sample_candidate_handoff = service.build_manual_sample_candidate_handoff(
+        sample_result={}
+    )
     match_review_plan = service.build_match_review_plan()
     opportunity_plan = service.build_opportunity_plan()
     opportunity_scoring_plan = service.build_opportunity_scoring_plan()
@@ -121,6 +124,18 @@ def build_deployment_readiness_preview(
             and not manual_sample_review_evaluation["database_commit_executed"]
             and not manual_sample_review_evaluation["scheduler_attached"]
         ),
+        "manual_sample_candidate_handoff_post_safe": bool(
+            manual_sample_candidate_handoff["mode"]
+            == "manual_sample_candidate_handoff_preview"
+            and manual_sample_candidate_handoff["payload_received"]
+            and not manual_sample_candidate_handoff["payload_persisted"]
+            and not manual_sample_candidate_handoff["candidate_handoff_persisted"]
+            and not manual_sample_candidate_handoff["candidate_import_allowed"]
+            and not manual_sample_candidate_handoff["external_network_executed"]
+            and not manual_sample_candidate_handoff["database_write_executed"]
+            and not manual_sample_candidate_handoff["database_commit_executed"]
+            and not manual_sample_candidate_handoff["scheduler_attached"]
+        ),
         "match_review_plan_preview_safe": bool(
             match_review_plan["mode"] == "match_review_plan_preview"
             and not match_review_plan["review_queue_created"]
@@ -363,6 +378,7 @@ def build_deployment_readiness_preview(
         "manual_sample_acceptance": manual_sample_acceptance,
         "manual_sample_review": manual_sample_review,
         "manual_sample_review_evaluation": manual_sample_review_evaluation,
+        "manual_sample_candidate_handoff": manual_sample_candidate_handoff,
         "match_review_plan": match_review_plan,
         "opportunity_plan": opportunity_plan,
         "opportunity_scoring_plan": opportunity_scoring_plan,

services/market_intel/manual_sample_review.py

@@ -345,3 +345,155 @@ def build_manual_sample_review_evaluation_preview(
             "do_not_persist_posted_review_payload",
         ],
     }
+
+
+def _accepted_candidates_from_sample(sample_result, acceptance_contract, limit):
+    diagnostics = sample_result.get("diagnostics") if isinstance(sample_result, dict) else {}
+    diagnostics = diagnostics if isinstance(diagnostics, dict) else {}
+    raw_candidates = diagnostics.get("campaign_link_candidates")
+    raw_candidates = raw_candidates if isinstance(raw_candidates, list) else []
+    accepted_bands = set(_thresholds(acceptance_contract)["accepted_candidate_bands"])
+    normalized = [
+        _normalize_candidate(item)
+        for item in raw_candidates
+    ]
+    return [
+        item for item in normalized
+        if item["confidence_band"] in accepted_bands
+    ][:limit]
+
+
+def build_manual_sample_candidate_handoff_preview(
+    *,
+    runtime_status,
+    acceptance_contract,
+    sample_result=None,
+    payload_error=None,
+    limit=20,
+):
+    """建立人工樣本候選活動 handoff；只產生 preview payload，不保存。"""
+    safe_limit = max(1, min(_as_int(limit, 20), 50))
+    review = build_manual_sample_review_evaluation_preview(
+        runtime_status=runtime_status,
+        acceptance_contract=acceptance_contract,
+        sample_result=sample_result,
+        payload_error=payload_error,
+    )
+    handoff_ready = bool(
+        review["payload_valid_json_object"]
+        and review["sample_result_accepted"]
+        and review["ready_for_candidate_preview"]
+    )
+    candidates = []
+    if handoff_ready:
+        platform_code = str(sample_result.get("platform_code") or "")
+        source_key = str(sample_result.get("source_key") or "")
+        source_url = str(sample_result.get("source_url") or "")
+        for index, candidate in enumerate(
+            _accepted_candidates_from_sample(
+                sample_result,
+                acceptance_contract,
+                safe_limit,
+            ),
+            start=1,
+        ):
+            candidates.append(
+                {
+                    "candidate_key": (
+                        f"{platform_code}:{source_key}:{index}:"
+                        f"{candidate['confidence_band']}:{candidate['score']}"
+                    ),
+                    "platform_code": platform_code,
+                    "source_key": source_key,
+                    "source_url": source_url,
+                    "candidate_url": candidate["url"],
+                    "candidate_text": candidate["text"],
+                    "confidence_band": candidate["confidence_band"],
+                    "score": candidate["score"],
+                    "rank_position": index,
+                    "review_status": "needs_operator_review",
+                    "write_status": "blocked_preview_only",
+                    "import_allowed": False,
+                }
+            )
+
+    blocked_reasons = list(review["blocked_reasons"])
+    if not handoff_ready:
+        blocked_reasons.append("candidate_handoff_not_ready")
+    blocked_reasons.append("candidate_handoff_persist_still_blocked")
+
+    return {
+        "mode": "manual_sample_candidate_handoff_preview",
+        "review": {
+            "mode": review["mode"],
+            "review_result": review["review_result"],
+            "sample_result_accepted": review["sample_result_accepted"],
+            "ready_for_candidate_preview": review["ready_for_candidate_preview"],
+            "review_findings": review["review_findings"],
+        },
+        "payload_received": review["payload_received"],
+        "payload_valid_json_object": review["payload_valid_json_object"],
+        "payload_error": review["payload_error"],
+        "payload_persisted": False,
+        "sample_result_persisted": False,
+        "handoff_ready": handoff_ready,
+        "candidate_handoff_created": bool(candidates),
+        "candidate_handoff_persisted": False,
+        "candidate_import_allowed": False,
+        "external_network_executed": False,
+        "database_connection_opened": False,
+        "database_session_created": False,
+        "database_write_executed": False,
+        "database_commit_executed": False,
+        "scheduler_attached": False,
+        "writes_executed": False,
+        "would_write_database": False,
+        "blocked_reasons": blocked_reasons,
+        "handoff_summary": {
+            "candidate_count": len(candidates),
+            "limit": safe_limit,
+            "review_status": "needs_operator_review" if candidates else "blocked",
+            "import_allowed": False,
+        },
+        "candidate_preview_contract": {
+            "required_fields": [
+                "candidate_key",
+                "platform_code",
+                "source_key",
+                "source_url",
+                "candidate_url",
+                "candidate_text",
+                "confidence_band",
+                "score",
+                "rank_position",
+                "review_status",
+            ],
+            "forbidden_actions": [
+                "insert_market_campaigns",
+                "insert_market_campaign_products",
+                "create_crawler_run",
+                "auto_import_candidates",
+            ],
+        },
+        "candidates": candidates,
+        "operator_next_actions": [
+            {
+                "key": "review_candidate_urls",
+                "label": "人工檢查候選活動 URL、文字與信心分級",
+                "write_status": "blocked",
+            },
+            {
+                "key": "promote_to_candidate_review_queue_later",
+                "label": "後續需另行批准才可建立候選審核 queue",
+                "write_status": "blocked",
+            },
+        ],
+        "safe_boundaries": [
+            "do_not_fetch_external_pages_from_handoff_api",
+            "do_not_persist_candidate_handoff_payload",
+            "do_not_import_candidates_from_handoff_preview",
+            "do_not_write_market_tables_from_handoff_preview",
+            "do_not_attach_scheduler_from_handoff_preview",
+            "do_not_touch_momo_db_lifecycle",
+        ],
+    }

services/market_intel/service.py

@@ -37,6 +37,7 @@ from services.market_intel.manual_sample_acceptance import (
     build_manual_sample_acceptance_preview,
 )
 from services.market_intel.manual_sample_review import (
+    build_manual_sample_candidate_handoff_preview,
     build_manual_sample_review_evaluation_preview,
     build_manual_sample_review_preview,
 )
@@ -102,7 +103,7 @@ class MarketIntelRuntimeStatus:
 class MarketIntelService:
     """市場情報入口服務，先集中 feature gate 與安全狀態。"""
 
-    phase = "phase_50_manual_sample_review_evaluate"
+    phase = "phase_51_manual_sample_candidate_handoff"
 
     def get_runtime_status(self) -> MarketIntelRuntimeStatus:
         return MarketIntelRuntimeStatus(
@@ -476,6 +477,23 @@ class MarketIntelService:
         review["phase"] = self.phase
         return review
 
+    def build_manual_sample_candidate_handoff(
+        self,
+        sample_result=None,
+        payload_error=None,
+        limit=20,
+    ):
+        """回報人工樣本候選活動 handoff；只產生 preview，不寫 DB。"""
+        handoff = build_manual_sample_candidate_handoff_preview(
+            runtime_status=self.get_runtime_status(),
+            acceptance_contract=self.build_manual_sample_acceptance(),
+            sample_result=sample_result,
+            payload_error=payload_error,
+            limit=limit,
+        )
+        handoff["phase"] = self.phase
+        return handoff
+
     def build_match_review_plan(self):
         """回報商品比對審核計畫；不建立 queue、不自動確認。"""
         schema_smoke = self.build_schema_smoke()

templates/market_intel/disabled.html

@@ -251,7 +251,7 @@
         align-items: stretch;
         display: grid;
         gap: 0.75rem;
-        grid-template-columns: minmax(0, 1fr) auto;
+        grid-template-columns: minmax(0, 1fr) auto auto;
         min-width: 0;
     }
 
@@ -576,6 +576,9 @@
             <button class="market-intel-icon-button" type="button" title="審核 sample result JSON" data-market-intel-sample-review-evaluate>
                 <i class="fas fa-check" aria-hidden="true"></i>
             </button>
+            <button class="market-intel-icon-button" type="button" title="產生候選活動 handoff" data-market-intel-sample-candidate-handoff>
+                <i class="fas fa-arrow-right" aria-hidden="true"></i>
+            </button>
         </div>
     </div>
 
@@ -900,8 +903,10 @@
         const sampleReviewRefresh = sampleReviewRoot ? sampleReviewRoot.querySelector('[data-market-intel-sample-review-refresh]') : null;
         const sampleReviewInput = sampleReviewRoot ? sampleReviewRoot.querySelector('[data-market-intel-sample-review-input]') : null;
         const sampleReviewEvaluate = sampleReviewRoot ? sampleReviewRoot.querySelector('[data-market-intel-sample-review-evaluate]') : null;
+        const sampleCandidateHandoff = sampleReviewRoot ? sampleReviewRoot.querySelector('[data-market-intel-sample-candidate-handoff]') : null;
         const sampleReviewEndpoint = "{{ url_for('market_intel.market_intel_manual_sample_review') }}";
         const sampleReviewEvaluateEndpoint = "{{ url_for('market_intel.market_intel_manual_sample_review_evaluate') }}";
+        const sampleCandidateHandoffEndpoint = "{{ url_for('market_intel.market_intel_manual_sample_candidate_handoff') }}";
         const schedulerMeta = schedulerRoot ? schedulerRoot.querySelector('[data-market-intel-scheduler-meta]') : null;
         const schedulerBody = schedulerRoot ? schedulerRoot.querySelector('[data-market-intel-scheduler-body]') : null;
         const schedulerRefresh = schedulerRoot ? schedulerRoot.querySelector('[data-market-intel-scheduler-refresh]') : null;
@@ -2000,6 +2005,64 @@
             }
         };
 
+        const renderCandidateHandoff = data => {
+            const blockers = (data.blocked_reasons || []).join(' / ');
+            const summary = data.handoff_summary || {};
+            const candidates = data.candidates || [];
+            sampleReviewMeta.innerHTML = [
+                `mode=${data.mode || 'unknown'}`,
+                `handoff=${data.handoff_ready ? 'ready' : 'blocked'}`,
+                `candidates=${summary.candidate_count || 0}`,
+                `persisted=${data.candidate_handoff_persisted ? 'yes' : 'no'}`,
+                `import=${data.candidate_import_allowed ? 'open' : 'blocked'}`
+            ].map(item => `<span class="market-intel-pill">${escapeHtml(item)}</span>`).join('');
+            sampleReviewBody.innerHTML = `
+                <div class="market-intel-empty mb-3">此卡只產生候選活動 handoff preview；不保存 payload、不建立活動、不寫 market_*。${blockers ? `阻擋：${escapeHtml(blockers)}` : ''}</div>
+                <div class="market-intel-operation-list">${
+                    candidates.length
+                        ? candidates.map(item => `
+                            <article class="market-intel-operation">
+                                <strong>${escapeHtml(item.candidate_text || item.candidate_url)}</strong>
+                                <small>${escapeHtml(item.platform_code)} / ${escapeHtml(item.confidence_band)} / score=${escapeHtml(item.score)} / ${escapeHtml(item.write_status)}</small>
+                                <small>${escapeHtml(item.candidate_url)}</small>
+                            </article>
+                        `).join('')
+                        : '<div class="market-intel-empty">目前沒有可交接候選；請先讓 sample result 通過審核。</div>'
+                }</div>
+            `;
+        };
+
+        const loadCandidateHandoff = async () => {
+            if (!sampleReviewMeta || !sampleReviewBody || !sampleReviewInput) return;
+            let parsed;
+            try {
+                parsed = JSON.parse(sampleReviewInput.value || '{}');
+            } catch (error) {
+                sampleReviewMeta.innerHTML = '<span class="market-intel-pill">json_error</span>';
+                sampleReviewBody.innerHTML = `<div class="market-intel-empty">JSON 格式錯誤：${escapeHtml(error.message)}</div>`;
+                return;
+            }
+
+            sampleReviewBody.innerHTML = '<div class="market-intel-empty">產生候選 handoff 預覽中...</div>';
+            try {
+                const response = await fetch(sampleCandidateHandoffEndpoint, {
+                    method: 'POST',
+                    credentials: 'same-origin',
+                    headers: {
+                        'Content-Type': 'application/json',
+                        'X-CSRFToken': csrfToken
+                    },
+                    body: JSON.stringify({ sample_result: parsed })
+                });
+                const data = await response.json();
+                if (!response.ok && !data.mode) throw new Error(`HTTP ${response.status}`);
+                renderCandidateHandoff(data);
+            } catch (error) {
+                sampleReviewMeta.innerHTML = '<span class="market-intel-pill">error</span>';
+                sampleReviewBody.innerHTML = `<div class="market-intel-empty">候選 handoff 產生失敗：${escapeHtml(error.message)}</div>`;
+            }
+        };
+
         const renderSchedulerMeta = data => {
             schedulerMeta.innerHTML = [
                 `mode=${data.mode || 'unknown'}`,
@@ -3494,6 +3557,9 @@
         if (sampleReviewEvaluate) {
             sampleReviewEvaluate.addEventListener('click', evaluateSampleReview);
         }
+        if (sampleCandidateHandoff) {
+            sampleCandidateHandoff.addEventListener('click', loadCandidateHandoff);
+        }
         if (schedulerRefresh) {
             schedulerRefresh.addEventListener('click', loadScheduler);
         }

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