新增市場情報人工樣本抓取計畫

TODO_NEXT_STEPS.txt

@@ -98,6 +98,7 @@
    - Phase 27 legacy source bridge preview：新增 `services/market_intel/legacy_source_bridge.py` 與 `/api/market_intel/legacy_source_bridge`，只讀盤點既有 `promo_products`、`competitor_prices`、`competitor_price_history`，產生導入 `market_*` 的 mapping / dedupe / blocked operation preview；預設 `execute=false` 不連 DB，`execute=true` 也只做 read-only query，不寫 DB、不建立 ORM session、不連外、不掛 scheduler；UI 新增「既有資料橋接預覽」panel；版本同步至 V10.182。
    - Phase 45 migration live smoke preview：新增 `/api/market_intel/migration_live_smoke` 與 UI「正式 DB 只讀 smoke」panel；預設 `execute=false` 只回 planned，人工 smoke 才可用 `execute=true` 整理 catalog / seed diff 結果，不執行 migration、不寫 DB、不跑 rollback、不掛 scheduler；版本同步至 V10.207。
    - Phase 46 live DB inventory preview：新增 `/api/market_intel/live_db_inventory` 與 UI「正式 DB 庫存總覽」panel；預設 `execute=false` 不連 DB，人工 smoke 才可用 `execute=true` 對 `market_*` tables 做只讀 count / group by，建立平台、活動、商品、比對、告警與 crawler run 基準；版本同步至 V10.209。
+   - Phase 47 manual sample fetch plan：新增 `/api/market_intel/manual_sample_plan` 與 UI「人工樣本 Fetch 計畫」panel；預設只輸出平台順序、每平台 1 個公開入口、MCP gate、操作員步驟與備援，不抓外站、不寫 DB、不建立 crawler run、不掛 scheduler；版本同步至 V10.214。
    - 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 = "V10.213"
+SYSTEM_VERSION = "V10.214"
 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

@@ -172,6 +172,7 @@ EwoooC 目前已有 MOMO EDM / 節慶活動資料、`promo_products`、PChome
 - 2026-05-18 追加 migration catalog review preview：`services.market_intel.migration_catalog_review` 與 `/api/market_intel/migration_catalog_review` 將 schema_db_probe 與 platform_seed_db_diff 的只讀結果歸納為 `planned_no_probe` / `not_applied` / `partial_schema` / `already_applied` / `probe_error`，並輸出 risk level、apply path、finding 與下一步。預設 `execute=false` 不連 DB；`execute=true` 仍只查 catalog / seed diff，不執行 psql、不寫 DB、不跑 rollback、不掛 scheduler。
 - 2026-05-18 追加 migration live smoke preview：`services.market_intel.migration_live_smoke` 與 `/api/market_intel/migration_live_smoke` 將 `execute=true` 的正式 DB 只讀探測整理成 smoke result，例如 `passed_not_applied_seed_table_missing`、`attention_partial_schema`、`passed_already_applied` 或 `failed_catalog_probe_error`。UI 預設仍只呼叫 `execute=false`；人工 smoke 可用 `execute=true` 只讀查 catalog，不執行 migration、不寫 DB、不跑 rollback、不掛 scheduler。
 - 2026-05-18 追加 live DB inventory preview：`services.market_intel.live_db_inventory` 與 `/api/market_intel/live_db_inventory` 預設 `execute=false` 只回 planned，不連 DB；人工 smoke 可用 `execute=true` 對 `market_*` tables 執行只讀 count / group by，產生平台、活動狀態、商品活躍度、比對狀態、告警審核佇列與 crawler run 基準總覽。此探針不建立 ORM session、不寫 DB、不執行 migration、不連外、不掛 scheduler。
+- 2026-05-19 追加 manual sample fetch plan preview：`services.market_intel.manual_sample_plan` 與 `/api/market_intel/manual_sample_plan` 定義第一次人工 sample fetch 的平台順序、每平台 1 個公開入口、MCP fetch gate、正式 DB 庫存基準、操作員步驟與備援。此階段只產生計畫，不抓外部網站、不寫 DB、不建立 crawler run、不掛 scheduler、不繞反爬。
 
 ### 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 46 live DB inventory preview | `/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/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 47 manual sample fetch plan | `/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/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

@@ -157,6 +157,12 @@ def market_intel_scheduler_plan():
     return jsonify(_service().build_scheduler_plan())
 
 
+@market_intel_bp.route("/api/market_intel/manual_sample_plan")
+@login_required
+def market_intel_manual_sample_plan():
+    return jsonify(_service().build_manual_sample_plan())
+
+
 @market_intel_bp.route("/api/market_intel/match_review_plan")
 @login_required
 def market_intel_match_review_plan():

services/market_intel/deployment_readiness.py

@@ -18,6 +18,7 @@ def build_deployment_readiness_preview(
     mcp_activation_runbook = service.build_mcp_activation_runbook()
     mcp_fetch_gate = service.build_mcp_fetch_gate()
     scheduler_plan = service.build_scheduler_plan()
+    manual_sample_plan = service.build_manual_sample_plan()
     match_review_plan = service.build_match_review_plan()
     opportunity_plan = service.build_opportunity_plan()
     opportunity_scoring_plan = service.build_opportunity_scoring_plan()
@@ -77,6 +78,14 @@ def build_deployment_readiness_preview(
             and not scheduler_plan["crawler_job_started"]
             and not scheduler_plan["database_write_executed"]
         ),
+        "manual_sample_plan_preview_safe": bool(
+            manual_sample_plan["mode"] == "manual_sample_fetch_plan_preview"
+            and not manual_sample_plan["sample_fetch_executed"]
+            and not manual_sample_plan["external_network_executed"]
+            and not manual_sample_plan["database_write_executed"]
+            and not manual_sample_plan["database_commit_executed"]
+            and not manual_sample_plan["scheduler_attached"]
+        ),
         "match_review_plan_preview_safe": bool(
             match_review_plan["mode"] == "match_review_plan_preview"
             and not match_review_plan["review_queue_created"]
@@ -279,6 +288,7 @@ def build_deployment_readiness_preview(
             "/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/match_review_plan",
             "/api/market_intel/opportunity_plan",
             "/api/market_intel/opportunity_scoring_plan",
@@ -312,6 +322,7 @@ def build_deployment_readiness_preview(
         "mcp_activation_runbook": mcp_activation_runbook,
         "mcp_fetch_gate": mcp_fetch_gate,
         "scheduler_plan": scheduler_plan,
+        "manual_sample_plan": manual_sample_plan,
         "match_review_plan": match_review_plan,
         "opportunity_plan": opportunity_plan,
         "opportunity_scoring_plan": opportunity_scoring_plan,

services/market_intel/manual_sample_plan.py

@@ -0,0 +1,167 @@
+"""市場情報第一次人工 sample fetch 計畫。
+
+本模組只組裝操作員檢查表與樣本範圍，不抓外部網站、不寫 DB、不掛排程。
+"""
+
+
+SAMPLE_PLATFORM_ORDER = ("pchome", "momo", "coupang", "shopee")
+MAX_SAMPLE_SOURCES_PER_PLATFORM = 1
+
+
+def _status_value(runtime_status, name, default=False):
+    if isinstance(runtime_status, dict):
+        return runtime_status.get(name, default)
+    return getattr(runtime_status, name, default)
+
+
+def _sort_adapters(adapters):
+    priority = {code: index for index, code in enumerate(SAMPLE_PLATFORM_ORDER)}
+    return sorted(
+        adapters,
+        key=lambda adapter: priority.get(adapter.platform_code, len(priority)),
+    )
+
+
+def _build_platform_sample(adapter, priority):
+    sources = list(adapter.campaign_sources())[:MAX_SAMPLE_SOURCES_PER_PLATFORM]
+    return {
+        "priority": priority,
+        "platform_code": adapter.platform_code,
+        "platform_name": adapter.platform_name,
+        "base_url": adapter.base_url,
+        "sample_source_count": len(sources),
+        "max_sources_per_manual_sample": MAX_SAMPLE_SOURCES_PER_PLATFORM,
+        "request_interval_sec": adapter.safety_policy.request_interval_sec,
+        "timeout_sec": adapter.safety_policy.timeout_sec,
+        "selected_sources": [source.to_dict() for source in sources],
+        "expected_diagnostics": [
+            "status_code",
+            "content_length",
+            "page_hash",
+            "title",
+            "campaign_link_candidates",
+        ],
+        "write_status": "blocked_preview_only",
+        "network_status": "not_executed",
+    }
+
+
+def build_manual_sample_fetch_plan_preview(
+    *,
+    runtime_status,
+    adapters,
+    mcp_fetch_gate,
+    live_db_inventory,
+):
+    """建立第一次人工 sample fetch 計畫；不執行 fetch。"""
+    adapters = _sort_adapters(list(adapters))
+    sample_platforms = [
+        _build_platform_sample(adapter, priority=index + 1)
+        for index, adapter in enumerate(adapters)
+    ]
+    inventory_safe = bool(
+        live_db_inventory.get("mode") == "live_db_inventory_planned"
+        and not live_db_inventory.get("read_only_query_executed")
+        and not live_db_inventory.get("database_write_executed")
+    )
+    gate_checks = {
+        "platform_adapters_registered": bool(sample_platforms),
+        "market_intel_enabled": bool(_status_value(runtime_status, "enabled")),
+        "market_intel_crawler_enabled": bool(
+            _status_value(runtime_status, "crawler_enabled")
+        ),
+        "database_write_still_blocked": not bool(
+            _status_value(runtime_status, "database_write_allowed")
+        ),
+        "scheduler_detached": not bool(
+            _status_value(runtime_status, "scheduler_attached")
+        ),
+        "mcp_fetch_gate_open": bool(mcp_fetch_gate.get("manual_fetch_gate_open")),
+        "live_inventory_preview_safe": inventory_safe,
+        "manual_operator_approval": False,
+    }
+    blocked_reasons = [
+        key for key, passed in gate_checks.items()
+        if not passed
+    ]
+    blocked_reasons.append("sample_fetch_not_executed_by_api")
+
+    return {
+        "mode": "manual_sample_fetch_plan_preview",
+        "ready_for_manual_sample_fetch": False,
+        "sample_fetch_executed": 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,
+        "platform_count": len(sample_platforms),
+        "sample_source_total": sum(
+            item["sample_source_count"] for item in sample_platforms
+        ),
+        "sample_platform_order": list(SAMPLE_PLATFORM_ORDER),
+        "sample_platforms": sample_platforms,
+        "gate_checks": gate_checks,
+        "blocked_reasons": blocked_reasons,
+        "sample_policy": {
+            "max_platforms_per_manual_batch": 1,
+            "max_sources_per_platform": MAX_SAMPLE_SOURCES_PER_PLATFORM,
+            "first_batch_platform": sample_platforms[0]["platform_code"]
+            if sample_platforms
+            else None,
+            "write_policy": "no_database_write_until_operator_approves_import",
+            "network_policy": "public_pages_only_mcp_gate_required",
+        },
+        "operator_sequence": [
+            {
+                "key": "confirm_live_inventory_baseline",
+                "label": "先以人工只讀庫存 smoke 確認 market_* 表與 seed 基準",
+                "status": "required",
+            },
+            {
+                "key": "enable_fetch_flags_temporarily",
+                "label": "只在操作窗口暫時開啟 MARKET_INTEL_ENABLED 與 MARKET_INTEL_CRAWLER_ENABLED",
+                "status": "manual_required",
+            },
+            {
+                "key": "verify_mcp_fetch_gate",
+                "label": "MCP readiness、router、external health 與 tool contract 必須全過",
+                "status": "required",
+            },
+            {
+                "key": "run_one_platform_one_source",
+                "label": "第一批只跑 1 個平台的 1 個公開活動入口",
+                "status": "manual_required",
+            },
+            {
+                "key": "review_parser_diagnostics",
+                "label": "只審查 title、page_hash、候選活動連結與錯誤，不寫 market_* 商品資料",
+                "status": "required",
+            },
+        ],
+        "fallback_plan": [
+            {
+                "key": "turn_flags_off",
+                "label": "關閉 MARKET_INTEL_ENABLED 與 MARKET_INTEL_CRAWLER_ENABLED",
+            },
+            {
+                "key": "stay_preview_only",
+                "label": "保留所有市場情報 API/UI 預覽，不掛 scheduler、不寫 DB",
+            },
+            {
+                "key": "do_not_retry_fast",
+                "label": "若平台回應異常，不做密集重試，改回人工檢查 adapter 入口",
+            },
+        ],
+        "safe_boundaries": [
+            "do_not_fetch_from_api_preview",
+            "do_not_write_market_tables",
+            "do_not_attach_scheduler",
+            "do_not_use_login_or_member_pages",
+            "do_not_bypass_anti_bot",
+            "do_not_touch_momo_db_lifecycle",
+        ],
+    }

services/market_intel/service.py

@@ -30,6 +30,9 @@ from services.market_intel.mcp_contract import build_mcp_tool_contract_preview
 from services.market_intel.mcp_deploy_preflight import build_mcp_deploy_preflight_plan
 from services.market_intel.mcp_fetch_gate import build_mcp_fetch_gate_preview
 from services.market_intel.mcp_readiness import build_mcp_readiness_plan
+from services.market_intel.manual_sample_plan import (
+    build_manual_sample_fetch_plan_preview,
+)
 from services.market_intel.migration_blueprint import build_migration_blueprint
 from services.market_intel.migration_catalog_review import (
     build_migration_catalog_review_preview,
@@ -92,7 +95,7 @@ class MarketIntelRuntimeStatus:
 class MarketIntelService:
     """市場情報入口服務，先集中 feature gate 與安全狀態。"""
 
-    phase = "phase_46_live_db_inventory_preview"
+    phase = "phase_47_manual_sample_fetch_plan"
 
     def get_runtime_status(self) -> MarketIntelRuntimeStatus:
         return MarketIntelRuntimeStatus(
@@ -421,6 +424,17 @@ class MarketIntelService:
         plan["phase"] = self.phase
         return plan
 
+    def build_manual_sample_plan(self):
+        """回報第一次人工 sample fetch 計畫；不抓外部頁、不寫 DB。"""
+        plan = build_manual_sample_fetch_plan_preview(
+            runtime_status=self.get_runtime_status(),
+            adapters=get_adapter_registry().values(),
+            mcp_fetch_gate=self.build_mcp_fetch_gate(),
+            live_db_inventory=self.build_live_db_inventory(),
+        )
+        plan["phase"] = self.phase
+        return plan
+
     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

@@ -486,6 +486,24 @@
         </div>
     </div>
 
+    <div class="market-intel-panel" data-market-intel-manual-sample>
+        <div class="market-intel-preview-head">
+            <div>
+                <p class="market-intel-muted momo-mono mb-1">MANUAL SAMPLE / FETCH PLAN</p>
+                <h2 class="market-intel-preview-title">人工樣本 Fetch 計畫</h2>
+            </div>
+            <button class="market-intel-icon-button" type="button" title="重新整理人工樣本 Fetch 計畫" data-market-intel-manual-sample-refresh>
+                <i class="fas fa-rotate-right" aria-hidden="true"></i>
+            </button>
+        </div>
+        <div class="market-intel-preview-meta" data-market-intel-manual-sample-meta>
+            <span class="market-intel-pill">loading</span>
+        </div>
+        <div data-market-intel-manual-sample-body>
+            <div class="market-intel-empty">讀取人工樣本 Fetch 計畫中...</div>
+        </div>
+    </div>
+
     <div class="market-intel-panel" data-market-intel-scheduler>
         <div class="market-intel-preview-head">
             <div>
@@ -735,6 +753,7 @@
         const mcpPreflightRoot = document.querySelector('[data-market-intel-mcp-preflight]');
         const mcpActivationRoot = document.querySelector('[data-market-intel-mcp-activation]');
         const mcpFetchGateRoot = document.querySelector('[data-market-intel-mcp-fetch-gate]');
+        const manualSampleRoot = document.querySelector('[data-market-intel-manual-sample]');
         const schedulerRoot = document.querySelector('[data-market-intel-scheduler]');
         const matchReviewRoot = document.querySelector('[data-market-intel-match-review]');
         const opportunityRoot = document.querySelector('[data-market-intel-opportunity]');
@@ -748,7 +767,7 @@
         const liveInventoryRoot = document.querySelector('[data-market-intel-live-inventory]');
         const approvalRoot = document.querySelector('[data-market-intel-approval]');
         const deployRoot = document.querySelector('[data-market-intel-deploy]');
-        if (!root && !writerRoot && !cliRoot && !dbProbeRoot && !seedDiffRoot && !legacyBridgeRoot && !mcpReadinessRoot && !mcpPreflightRoot && !mcpActivationRoot && !mcpFetchGateRoot && !schedulerRoot && !matchReviewRoot && !opportunityRoot && !opportunityScoringRoot && !opportunityEvidenceRoot && !opportunityAlertRoot && !migrationRoot && !migrationDrillRoot && !catalogReviewRoot && !liveSmokeRoot && !liveInventoryRoot && !approvalRoot && !deployRoot) return;
+        if (!root && !writerRoot && !cliRoot && !dbProbeRoot && !seedDiffRoot && !legacyBridgeRoot && !mcpReadinessRoot && !mcpPreflightRoot && !mcpActivationRoot && !mcpFetchGateRoot && !manualSampleRoot && !schedulerRoot && !matchReviewRoot && !opportunityRoot && !opportunityScoringRoot && !opportunityEvidenceRoot && !opportunityAlertRoot && !migrationRoot && !migrationDrillRoot && !catalogReviewRoot && !liveSmokeRoot && !liveInventoryRoot && !approvalRoot && !deployRoot) return;
 
         const meta = root ? root.querySelector('[data-market-intel-preview-meta]') : null;
         const body = root ? root.querySelector('[data-market-intel-preview-body]') : null;
@@ -790,6 +809,10 @@
         const mcpFetchGateBody = mcpFetchGateRoot ? mcpFetchGateRoot.querySelector('[data-market-intel-mcp-fetch-gate-body]') : null;
         const mcpFetchGateRefresh = mcpFetchGateRoot ? mcpFetchGateRoot.querySelector('[data-market-intel-mcp-fetch-gate-refresh]') : null;
         const mcpFetchGateEndpoint = "{{ url_for('market_intel.market_intel_mcp_fetch_gate') }}?fetch=false&execute=false";
+        const manualSampleMeta = manualSampleRoot ? manualSampleRoot.querySelector('[data-market-intel-manual-sample-meta]') : null;
+        const manualSampleBody = manualSampleRoot ? manualSampleRoot.querySelector('[data-market-intel-manual-sample-body]') : null;
+        const manualSampleRefresh = manualSampleRoot ? manualSampleRoot.querySelector('[data-market-intel-manual-sample-refresh]') : null;
+        const manualSampleEndpoint = "{{ url_for('market_intel.market_intel_manual_sample_plan') }}";
         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;
@@ -1535,6 +1558,117 @@
             }
         };
 
+        const renderManualSampleMeta = data => {
+            manualSampleMeta.innerHTML = [
+                `mode=${data.mode || 'unknown'}`,
+                `ready=${data.ready_for_manual_sample_fetch ? 'yes' : 'no'}`,
+                `platforms=${data.platform_count || 0}`,
+                `sources=${data.sample_source_total || 0}`,
+                `network=${data.external_network_executed ? 'executed' : 'blocked'}`
+            ].map(item => `<span class="market-intel-pill">${escapeHtml(item)}</span>`).join('');
+        };
+
+        const renderManualSampleBody = data => {
+            const blockers = (data.blocked_reasons || []).join(' / ');
+            const checks = Object.entries(data.gate_checks || {});
+            const platforms = data.sample_platforms || [];
+            const sequence = data.operator_sequence || [];
+            const fallback = data.fallback_plan || [];
+            const boundaries = data.safe_boundaries || [];
+            const renderCheck = ([name, passed]) => `
+                <div class="market-intel-check">
+                    <div>
+                        <strong>${escapeHtml(name)}</strong>
+                    </div>
+                    <span>${passed ? 'PASS' : 'BLOCK'}</span>
+                </div>
+            `;
+            const renderNamedItem = (item, status) => {
+                const normalized = typeof item === 'string' ? { key: item, label: item } : (item || {});
+                return `
+                    <div class="market-intel-check">
+                        <div>
+                            <strong>${escapeHtml(normalized.key || normalized.label || 'item')}</strong>
+                            <small>${escapeHtml(normalized.label || normalized.key || '')}</small>
+                        </div>
+                        <span>${escapeHtml(normalized.status || status || 'required').toUpperCase()}</span>
+                    </div>
+                `;
+            };
+            const renderPlatform = item => {
+                const firstSource = (item.selected_sources || [])[0] || {};
+                return `
+                    <div class="market-intel-check">
+                        <div>
+                            <strong>${escapeHtml(item.priority)}. ${escapeHtml(item.platform_code)}</strong>
+                            <small>${escapeHtml(firstSource.name || item.platform_name)} / interval=${escapeHtml(item.request_interval_sec)}s / timeout=${escapeHtml(item.timeout_sec)}s</small>
+                        </div>
+                        <span>${escapeHtml(item.network_status || 'not_executed').toUpperCase()}</span>
+                    </div>
+                `;
+            };
+            manualSampleBody.innerHTML = `
+                <div class="market-intel-empty mb-3">此卡只規劃第一次人工樣本 fetch；API/UI 不抓外站、不寫 DB、不建立 crawler run、不掛 scheduler。${blockers ? `阻擋：${escapeHtml(blockers)}` : ''}</div>
+                <div class="market-intel-deploy-grid">
+                    <div data-market-intel-manual-sample-checks>
+                        <p class="market-intel-deploy-section-title">SAMPLE GATES</p>
+                        <div class="market-intel-check-list">${
+                            checks.length
+                                ? checks.map(renderCheck).join('')
+                                : '<div class="market-intel-empty">尚未提供 sample gate。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-manual-sample-platforms>
+                        <p class="market-intel-deploy-section-title">SAMPLE PLATFORMS</p>
+                        <div class="market-intel-check-list">${
+                            platforms.length
+                                ? platforms.map(renderPlatform).join('')
+                                : '<div class="market-intel-empty">尚未提供平台樣本。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-manual-sample-sequence>
+                        <p class="market-intel-deploy-section-title">OPERATOR SEQUENCE</p>
+                        <div class="market-intel-check-list">${
+                            sequence.length
+                                ? sequence.map(item => renderNamedItem(item, 'required')).join('')
+                                : '<div class="market-intel-empty">尚未提供人工順序。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-manual-sample-fallback>
+                        <p class="market-intel-deploy-section-title">FALLBACK</p>
+                        <div class="market-intel-check-list">${
+                            fallback.length
+                                ? fallback.map(item => renderNamedItem(item, 'ready')).join('')
+                                : '<div class="market-intel-empty">尚未提供備援方案。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-manual-sample-boundaries>
+                        <p class="market-intel-deploy-section-title">BOUNDARIES</p>
+                        <div class="market-intel-check-list">${
+                            boundaries.length
+                                ? boundaries.map(item => renderNamedItem(item, 'required')).join('')
+                                : '<div class="market-intel-empty">尚未提供安全邊界。</div>'
+                        }</div>
+                    </div>
+                </div>
+            `;
+        };
+
+        const loadManualSample = async () => {
+            if (!manualSampleMeta || !manualSampleBody) return;
+            manualSampleBody.innerHTML = '<div class="market-intel-empty">讀取人工樣本 Fetch 計畫中...</div>';
+            try {
+                const response = await fetch(manualSampleEndpoint, { credentials: 'same-origin' });
+                if (!response.ok) throw new Error(`HTTP ${response.status}`);
+                const data = await response.json();
+                renderManualSampleMeta(data);
+                renderManualSampleBody(data);
+            } catch (error) {
+                manualSampleMeta.innerHTML = '<span class="market-intel-pill">error</span>';
+                manualSampleBody.innerHTML = `<div class="market-intel-empty">人工樣本 Fetch 計畫讀取失敗：${escapeHtml(error.message)}</div>`;
+            }
+        };
+
         const renderSchedulerMeta = data => {
             schedulerMeta.innerHTML = [
                 `mode=${data.mode || 'unknown'}`,
@@ -3017,6 +3151,9 @@
         if (mcpFetchGateRefresh) {
             mcpFetchGateRefresh.addEventListener('click', loadMcpFetchGate);
         }
+        if (manualSampleRefresh) {
+            manualSampleRefresh.addEventListener('click', loadManualSample);
+        }
         if (schedulerRefresh) {
             schedulerRefresh.addEventListener('click', loadScheduler);
         }
@@ -3066,6 +3203,7 @@
         loadMcpPreflight();
         loadMcpActivation();
         loadMcpFetchGate();
+        loadManualSample();
         loadScheduler();
         loadMatchReview();
         loadOpportunity();

tests/test_market_intel_skeleton.py

@@ -502,6 +502,10 @@ def test_market_intel_preview_template_uses_safe_fetch_false_endpoint():
     assert "data-market-intel-live-inventory-tables" in template
     assert "data-market-intel-live-inventory-platforms" in template
     assert "data-market-intel-live-inventory-alerts" in template
+    assert "data-market-intel-manual-sample" in template
+    assert "data-market-intel-manual-sample-checks" in template
+    assert "data-market-intel-manual-sample-platforms" in template
+    assert "data-market-intel-manual-sample-sequence" in template
     assert "data-market-intel-approval" in template
     assert "data-market-intel-approval-gates" in template
     assert "data-market-intel-deploy" in template
@@ -517,6 +521,7 @@ def test_market_intel_preview_template_uses_safe_fetch_false_endpoint():
     assert "market_intel.market_intel_mcp_deploy_preflight" in template
     assert "market_intel.market_intel_mcp_activation_runbook" in template
     assert "market_intel.market_intel_mcp_fetch_gate" in template
+    assert "market_intel.market_intel_manual_sample_plan" in template
     assert "market_intel.market_intel_scheduler_plan" in template
     assert "market_intel.market_intel_match_review_plan" in template
     assert "market_intel.market_intel_opportunity_plan" in template
@@ -552,7 +557,7 @@ 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_46_live_db_inventory_preview"
+    assert bridge["phase"] == "phase_47_manual_sample_fetch_plan"
     assert bridge["execute_requested"] is False
     assert bridge["read_only_query_executed"] is False
     assert bridge["database_connection_opened"] is False
@@ -710,7 +715,7 @@ 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_46_live_db_inventory_preview"
+    assert contract["phase"] == "phase_47_manual_sample_fetch_plan"
     assert contract["caller"] == "market_intel"
     assert contract["contract_ready"] is True
     assert contract["blocked_reasons"] == []
@@ -843,7 +848,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["deployment_actions_executed"] is False
     assert data["docker_command_executed"] is False
     assert data["ssh_command_executed"] is False
@@ -856,7 +861,7 @@ 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_46_live_db_inventory_preview"
+    assert gate["phase"] == "phase_47_manual_sample_fetch_plan"
     assert gate["fetch_requested"] is True
     assert gate["manual_fetch_gate_open"] is False
     assert gate["network_request_allowed"] is False
@@ -926,7 +931,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["fetch_requested"] is False
     assert data["network_request_allowed"] is False
     assert data["external_network_executed"] is False
@@ -934,11 +939,70 @@ def test_mcp_fetch_gate_route_is_preview_only():
     assert data["scheduler_attached"] is False
 
 
+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_47_manual_sample_fetch_plan"
+    assert plan["ready_for_manual_sample_fetch"] is False
+    assert plan["sample_fetch_executed"] is False
+    assert plan["external_network_executed"] is False
+    assert plan["database_session_created"] is False
+    assert plan["database_write_executed"] is False
+    assert plan["database_commit_executed"] is False
+    assert plan["scheduler_attached"] is False
+    assert plan["writes_executed"] is False
+    assert plan["would_write_database"] is False
+    assert plan["platform_count"] == 4
+    assert plan["sample_source_total"] == 4
+    assert plan["sample_policy"]["max_platforms_per_manual_batch"] == 1
+    assert plan["sample_policy"]["first_batch_platform"] == "pchome"
+    assert [item["platform_code"] for item in plan["sample_platforms"]] == [
+        "pchome",
+        "momo",
+        "coupang",
+        "shopee",
+    ]
+    assert all(
+        item["sample_source_count"] == 1
+        and item["network_status"] == "not_executed"
+        and item["write_status"] == "blocked_preview_only"
+        for item in plan["sample_platforms"]
+    )
+    assert "market_intel_enabled" in plan["blocked_reasons"]
+    assert "mcp_fetch_gate_open" in plan["blocked_reasons"]
+    assert "sample_fetch_not_executed_by_api" in plan["blocked_reasons"]
+    assert "do_not_fetch_from_api_preview" in plan["safe_boundaries"]
+    assert "do_not_bypass_anti_bot" in plan["safe_boundaries"]
+
+
+def test_manual_sample_plan_route_is_preview_only():
+    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.get("/api/market_intel/manual_sample_plan")
+    data = response.get_json()
+
+    assert response.status_code == 200
+    assert data["mode"] == "manual_sample_fetch_plan_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
+    assert data["sample_fetch_executed"] is False
+    assert data["external_network_executed"] is False
+    assert data["database_write_executed"] is False
+    assert data["scheduler_attached"] is False
+
+
 def test_scheduler_plan_preview_blocks_job_attachment():
     plan = MarketIntelService().build_scheduler_plan()
 
     assert plan["mode"] == "scheduler_attach_plan_preview"
-    assert plan["phase"] == "phase_46_live_db_inventory_preview"
+    assert plan["phase"] == "phase_47_manual_sample_fetch_plan"
     assert plan["ready_to_attach_scheduler"] is False
     assert plan["scheduler_attached"] is False
     assert plan["scheduler_registration_executed"] is False
@@ -976,7 +1040,7 @@ def test_scheduler_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "scheduler_attach_plan_preview"
-    assert data["phase"] == "phase_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["scheduler_registration_executed"] is False
     assert data["crawler_job_started"] is False
     assert data["external_network_executed"] is False
@@ -987,7 +1051,7 @@ 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_46_live_db_inventory_preview"
+    assert plan["phase"] == "phase_47_manual_sample_fetch_plan"
     assert plan["ready_for_review_queue"] is False
     assert plan["review_queue_created"] is False
     assert plan["auto_match_executed"] is False
@@ -1023,7 +1087,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["review_queue_created"] is False
     assert data["auto_confirm_executed"] is False
     assert data["external_network_executed"] is False
@@ -1034,7 +1098,7 @@ 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_46_live_db_inventory_preview"
+    assert plan["phase"] == "phase_47_manual_sample_fetch_plan"
     assert plan["ready_for_opportunity_queue"] is False
     assert plan["opportunity_queue_created"] is False
     assert plan["threat_alert_dispatched"] is False
@@ -1075,7 +1139,7 @@ def test_opportunity_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "opportunity_plan_preview"
-    assert data["phase"] == "phase_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["opportunity_queue_created"] is False
     assert data["threat_alert_dispatched"] is False
     assert data["ai_summary_generated"] is False
@@ -1086,7 +1150,7 @@ 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_46_live_db_inventory_preview"
+    assert plan["phase"] == "phase_47_manual_sample_fetch_plan"
     assert plan["ready_for_scoring_job"] is False
     assert plan["scoring_job_created"] is False
     assert plan["score_calculation_executed"] is False
@@ -1134,7 +1198,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["scoring_job_created"] is False
     assert data["score_calculation_executed"] is False
     assert data["sample_scores_generated"] is False
@@ -1146,7 +1210,7 @@ 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_46_live_db_inventory_preview"
+    assert plan["phase"] == "phase_47_manual_sample_fetch_plan"
     assert plan["ready_for_evidence_bundle"] is False
     assert plan["evidence_bundle_created"] is False
     assert plan["evidence_query_executed"] is False
@@ -1192,7 +1256,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["evidence_bundle_created"] is False
     assert data["evidence_query_executed"] is False
     assert data["sample_evidence_generated"] is False
@@ -1205,7 +1269,7 @@ 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_46_live_db_inventory_preview"
+    assert plan["phase"] == "phase_47_manual_sample_fetch_plan"
     assert plan["ready_for_alert_candidates"] is False
     assert plan["alert_candidate_created"] is False
     assert plan["alert_queue_created"] is False
@@ -1290,7 +1354,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["alert_candidate_created"] is False
     assert data["alert_queue_created"] is False
     assert data["review_queue_created"] is False
@@ -1368,7 +1432,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["deployment_actions_executed"] is False
     assert data["docker_command_executed"] is False
     assert data["ssh_command_executed"] is False
@@ -1383,7 +1447,7 @@ def test_mcp_readiness_default_is_planned_only(monkeypatch):
     readiness = MarketIntelService().build_mcp_readiness()
 
     assert readiness["mode"] == "mcp_readiness_planned"
-    assert readiness["phase"] == "phase_46_live_db_inventory_preview"
+    assert readiness["phase"] == "phase_47_manual_sample_fetch_plan"
     assert readiness["execute_requested"] is False
     assert readiness["router_enabled"] is False
     assert readiness["external_mcp_complete"] is False
@@ -1771,6 +1835,7 @@ def test_deployment_readiness_reports_app_only_release_gate():
     assert readiness["checks"]["mcp_activation_runbook_preview_safe"] is True
     assert readiness["checks"]["mcp_fetch_gate_preview_safe"] is True
     assert readiness["checks"]["scheduler_plan_preview_safe"] is True
+    assert readiness["checks"]["manual_sample_plan_preview_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
@@ -1801,6 +1866,7 @@ def test_deployment_readiness_reports_app_only_release_gate():
     assert "/api/market_intel/mcp_activation_runbook" in readiness["production_smoke_targets"]
     assert "/api/market_intel/mcp_fetch_gate" in readiness["production_smoke_targets"]
     assert "/api/market_intel/scheduler_plan" in readiness["production_smoke_targets"]
+    assert "/api/market_intel/manual_sample_plan" in readiness["production_smoke_targets"]
     assert "/api/market_intel/match_review_plan" in readiness["production_smoke_targets"]
     assert "/api/market_intel/opportunity_plan" in readiness["production_smoke_targets"]
     assert "/api/market_intel/opportunity_scoring_plan" in readiness["production_smoke_targets"]
@@ -1847,6 +1913,11 @@ def test_deployment_readiness_reports_app_only_release_gate():
     assert readiness["mcp_activation_runbook"]["docker_command_executed"] is False
     assert readiness["mcp_fetch_gate"]["network_request_allowed"] is False
     assert readiness["mcp_fetch_gate"]["external_network_executed"] is False
+    assert readiness["manual_sample_plan"]["mode"] == "manual_sample_fetch_plan_preview"
+    assert readiness["manual_sample_plan"]["sample_fetch_executed"] is False
+    assert readiness["manual_sample_plan"]["external_network_executed"] is False
+    assert readiness["manual_sample_plan"]["database_write_executed"] is False
+    assert readiness["manual_sample_plan"]["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
@@ -1951,7 +2022,7 @@ 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_46_live_db_inventory_preview"
+    assert drill["phase"] == "phase_47_manual_sample_fetch_plan"
     assert drill["execute_requested"] is False
     assert drill["schema_state"] == "planned_no_db_probe"
     assert drill["drill_ready_for_operator_review"] is True
@@ -2066,7 +2137,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["execute_requested"] is False
     assert data["migration_executed"] is False
     assert data["rollback_executed"] is False
@@ -2078,7 +2149,7 @@ 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_46_live_db_inventory_preview"
+    assert review["phase"] == "phase_47_manual_sample_fetch_plan"
     assert review["execute_requested"] is False
     assert review["catalog_state"] == "planned_no_probe"
     assert review["seed_state"] == "planned_no_probe"
@@ -2193,7 +2264,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["execute_requested"] is False
     assert data["catalog_state"] == "planned_no_probe"
     assert data["migration_executed"] is False
@@ -2206,7 +2277,7 @@ 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_46_live_db_inventory_preview"
+    assert smoke["phase"] == "phase_47_manual_sample_fetch_plan"
     assert smoke["execute_requested"] is False
     assert smoke["smoke_result"] == "planned_no_execution"
     assert smoke["live_smoke_passed"] is False
@@ -2268,7 +2339,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["execute_requested"] is False
     assert data["smoke_result"] == "planned_no_execution"
     assert data["migration_executed"] is False
@@ -2281,7 +2352,7 @@ 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_46_live_db_inventory_preview"
+    assert inventory["phase"] == "phase_47_manual_sample_fetch_plan"
     assert inventory["execute_requested"] is False
     assert inventory["read_only_query_executed"] is False
     assert inventory["database_connection_opened"] is False
@@ -2425,7 +2496,7 @@ 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_46_live_db_inventory_preview"
+    assert data["phase"] == "phase_47_manual_sample_fetch_plan"
     assert data["execute_requested"] is False
     assert data["read_only_query_executed"] is False
     assert data["database_write_executed"] is False