feat(market-intel): add opportunity scoring plan preview

config.py

@@ -320,7 +320,7 @@ YOUTUBE_API_KEY = os.getenv('YOUTUBE_API_KEY', '')
 # ==========================================
 # 系統版本與路徑
 # ==========================================
-SYSTEM_VERSION = "V10.193"
+SYSTEM_VERSION = "V10.194"
 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

@@ -160,6 +160,7 @@ EwoooC 目前已有 MOMO EDM / 節慶活動資料、`promo_products`、PChome
 - 2026-05-18 追加 scheduler attach plan preview：`services.market_intel.scheduler_plan` 與 `/api/market_intel/scheduler_plan` 描述未來 `campaign_discovery_daily`、`campaign_product_probe`、`product_match_review_seed` 三個 job 的 cadence、gate、fallback 與安全邊界。此階段不註冊 scheduler job、不啟動 crawler、不連外、不寫 DB；排程掛載必須等 migration、seed、MCP fetch gate、manual sample 與人工批准全過。
 - 2026-05-18 追加 match review plan preview：`services.market_intel.match_review_plan` 與 `/api/market_intel/match_review_plan` 定義商品比對訊號、分數門檻、`needs_review → confirmed/rejected` HITL 流程與安全邊界。此階段不建立 review queue、不自動 confirmed、不寫 `market_product_matches`、不呼叫 MCP；價格只能作為輔助訊號，不能單獨決定同品比對。
 - 2026-05-18 追加 opportunity plan preview：`services.market_intel.opportunity_plan` 與 `/api/market_intel/opportunity_plan` 定義競品低價威脅、促銷缺口、深折重疊、活動即將結束四類規則與分級策略。此階段不建立 opportunity queue、不派送 Telegram、不產生 AI 摘要、不寫 DB；高風險項必須先有 confirmed match 與 DB evidence 才能升級。
+- 2026-05-18 追加 opportunity scoring plan preview：`services.market_intel.opportunity_scoring` 與 `/api/market_intel/opportunity_scoring_plan` 定義價差、折扣深度、比對可信度、活動急迫性與資料新鮮度五個 scoring dimensions、分級門檻、evidence tables 與人工升級順序。此階段不計分、不產生 sample scores、不建立 scoring job、不寫 DB、不派送 Telegram、不產生 AI 摘要。
 
 ### 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 35 opportunity plan 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/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/seed_writer_cli_status`, `/api/market_intel/write_approval_runbook`, `/api/market_intel/deployment_readiness` |
+| `market_intel_routes.py` | 市場情報 Phase 36 opportunity scoring plan 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/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/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

@@ -169,6 +169,12 @@ def market_intel_opportunity_plan():
     return jsonify(_service().build_opportunity_plan())
 
 
+@market_intel_bp.route("/api/market_intel/opportunity_scoring_plan")
+@login_required
+def market_intel_opportunity_scoring_plan():
+    return jsonify(_service().build_opportunity_scoring_plan())
+
+
 @market_intel_bp.route("/api/market_intel/adapters")
 @login_required
 def market_intel_adapters():

services/market_intel/opportunity_scoring.py

@@ -0,0 +1,214 @@
+"""市場情報機會與威脅分數模型 preview。
+
+只定義未來 scoring job 的欄位、權重、門檻與 evidence 要求；不查 DB、
+不建立 queue、不派送 Telegram、不產生 AI 摘要。
+"""
+
+
+SCORING_DIMENSIONS = (
+    {
+        "key": "price_gap_pct",
+        "label": "競品活動價差百分比",
+        "weight": 35,
+        "evidence": [
+            "confirmed_market_product_match",
+            "market_product_price_history.price",
+            "momo_reference_price",
+        ],
+        "calculation": "max(0, momo_reference_price - market_price) / momo_reference_price",
+    },
+    {
+        "key": "discount_depth",
+        "label": "活動折扣深度",
+        "weight": 20,
+        "evidence": [
+            "market_campaign_products.original_price",
+            "market_campaign_products.price",
+            "market_campaign_products.discount_rate",
+        ],
+        "calculation": "normalized_discount_rate",
+    },
+    {
+        "key": "match_confidence",
+        "label": "商品比對可信度",
+        "weight": 20,
+        "evidence": [
+            "market_product_matches.match_score",
+            "market_product_matches.match_status",
+            "market_product_matches.match_reason_json",
+        ],
+        "calculation": "confirmed=1.0, needs_review=score, rejected=0",
+    },
+    {
+        "key": "campaign_urgency",
+        "label": "活動時間急迫性",
+        "weight": 15,
+        "evidence": [
+            "market_campaigns.end_at",
+            "market_campaigns.status",
+            "market_campaign_snapshots.crawled_at",
+        ],
+        "calculation": "higher_when_active_and_ending_within_72h",
+    },
+    {
+        "key": "data_freshness",
+        "label": "資料新鮮度",
+        "weight": 10,
+        "evidence": [
+            "market_product_price_history.crawled_at",
+            "market_crawler_runs.finished_at",
+        ],
+        "calculation": "higher_when_snapshot_age_under_24h",
+    },
+)
+
+SEVERITY_THRESHOLDS = (
+    {
+        "level": "critical",
+        "minimum_score": 85,
+        "action": "只建立人工審核項；必須有 confirmed match 與最新價格 evidence。",
+    },
+    {
+        "level": "high",
+        "minimum_score": 70,
+        "action": "排入威脅審核清單；不得自動調價或直接推播。",
+    },
+    {
+        "level": "medium",
+        "minimum_score": 50,
+        "action": "排入日報候選；需人工確認後才可進 AI 摘要。",
+    },
+    {
+        "level": "watch",
+        "minimum_score": 30,
+        "action": "只保留觀察訊號，不進即時告警。",
+    },
+)
+
+REQUIRED_EVIDENCE_TABLES = (
+    "market_campaigns",
+    "market_campaign_products",
+    "market_product_price_history",
+    "market_product_matches",
+    "market_crawler_runs",
+)
+
+
+def _schema_tables(schema_smoke):
+    expected_tables = schema_smoke.get("expected_tables") or []
+    if expected_tables:
+        return set(expected_tables)
+    smoke = schema_smoke.get("schema_smoke") or schema_smoke
+    return {
+        item.get("table")
+        for item in smoke.get("tables", [])
+        if item.get("table")
+    }
+
+
+def build_opportunity_scoring_plan_preview(
+    *,
+    runtime_status,
+    opportunity_plan,
+    match_review_plan,
+    scheduler_plan,
+    schema_smoke,
+    mcp_fetch_gate,
+):
+    """建立機會與威脅分數模型 preview；不執行任何計算或寫入。"""
+    available_tables = _schema_tables(schema_smoke)
+    required_tables_present = set(REQUIRED_EVIDENCE_TABLES) <= available_tables
+    dimensions = list(SCORING_DIMENSIONS)
+    total_weight = sum(item["weight"] for item in dimensions)
+    opportunity_preview_safe = (
+        opportunity_plan.get("mode") == "opportunity_plan_preview"
+        and not opportunity_plan.get("opportunity_queue_created")
+        and not opportunity_plan.get("threat_alert_dispatched")
+        and not opportunity_plan.get("database_write_executed")
+    )
+    match_review_preview_safe = (
+        match_review_plan.get("mode") == "match_review_plan_preview"
+        and not match_review_plan.get("auto_confirm_executed")
+        and not match_review_plan.get("database_write_executed")
+    )
+    scheduler_preview_safe = (
+        scheduler_plan.get("mode") == "scheduler_attach_plan_preview"
+        and not scheduler_plan.get("scheduler_registration_executed")
+        and not scheduler_plan.get("crawler_job_started")
+    )
+    gate_checks = {
+        "opportunity_plan_preview_safe": opportunity_preview_safe,
+        "opportunity_rules_available": bool(opportunity_plan.get("rule_count")),
+        "opportunity_queue_ready": bool(
+            opportunity_plan.get("ready_for_opportunity_queue")
+        ),
+        "match_review_preview_safe": match_review_preview_safe,
+        "confirmed_match_source_ready": bool(
+            match_review_plan.get("ready_for_review_queue")
+        ),
+        "schema_smoke_passed": bool(
+            (schema_smoke.get("schema_smoke") or schema_smoke).get("passed")
+        ),
+        "required_evidence_tables_declared": required_tables_present,
+        "mcp_fetch_gate_closed_for_preview": not bool(
+            mcp_fetch_gate.get("network_request_allowed")
+        ),
+        "scheduler_plan_preview_safe": scheduler_preview_safe,
+        "database_write_still_blocked": not bool(
+            runtime_status.database_write_allowed
+        ),
+        "manual_operator_approval": False,
+    }
+    blocked_reasons = [
+        key for key, passed in gate_checks.items()
+        if not passed
+    ]
+
+    return {
+        "mode": "opportunity_scoring_plan_preview",
+        "ready_for_scoring_job": False,
+        "scoring_job_created": False,
+        "score_calculation_executed": False,
+        "sample_scores_generated": False,
+        "opportunity_queue_created": False,
+        "review_queue_created": False,
+        "threat_alert_dispatched": False,
+        "telegram_dispatched": False,
+        "ai_summary_generated": False,
+        "database_session_created": False,
+        "database_write_executed": False,
+        "database_commit_executed": False,
+        "external_network_executed": False,
+        "scheduler_attached": False,
+        "writes_executed": False,
+        "would_write_database": False,
+        "dimension_count": len(dimensions),
+        "total_weight": total_weight,
+        "dimensions": dimensions,
+        "thresholds": list(SEVERITY_THRESHOLDS),
+        "required_evidence_tables": list(REQUIRED_EVIDENCE_TABLES),
+        "gate_checks": gate_checks,
+        "blocked_reasons": blocked_reasons,
+        "formula": "sum(normalized_dimension_score * weight) / 100",
+        "promotion_policy": {
+            "critical": "只可進人工審核；人工確認後才可生成 Telegram 候選。",
+            "high": "只可進審核清單；不得直接觸發價格調整。",
+            "medium": "只可進日報候選；AI 摘要必須附 evidence id。",
+            "watch": "只做趨勢觀察，不進告警。",
+        },
+        "operator_sequence": [
+            "確認 market_* migration 與 seed rows 已完成",
+            "確認商品比對 queue 已有 confirmed / needs_review evidence",
+            "用最新 price history 與 campaign snapshot 計算 dimension scores",
+            "依 thresholds 建立人工審核候選，不直接推播或調價",
+            "人工批准後才允許 AI 摘要或 Telegram 候選進入下一階段",
+        ],
+        "safe_boundaries": [
+            "do_not_score_without_confirmed_or_reviewed_match",
+            "do_not_generate_sample_scores_from_placeholder_data",
+            "do_not_write_scoring_results_from_preview",
+            "do_not_dispatch_alerts_from_scoring_preview",
+            "do_not_generate_ai_summary_from_scoring_preview",
+            "do_not_auto_adjust_price",
+        ],
+    }

services/market_intel/service.py

@@ -28,6 +28,9 @@ 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.migration_blueprint import build_migration_blueprint
 from services.market_intel.opportunity_plan import build_opportunity_plan_preview
+from services.market_intel.opportunity_scoring import (
+    build_opportunity_scoring_plan_preview,
+)
 from services.market_intel.platform_seed import build_platform_seed_rows
 from services.market_intel.platform_seed_db_diff import build_platform_seed_db_diff_plan
 from services.market_intel.scheduler_plan import build_scheduler_attach_plan
@@ -71,7 +74,7 @@ class MarketIntelRuntimeStatus:
 class MarketIntelService:
     """市場情報入口服務，先集中 feature gate 與安全狀態。"""
 
-    phase = "phase_35_opportunity_plan_preview"
+    phase = "phase_36_opportunity_scoring_plan_preview"
 
     def get_runtime_status(self) -> MarketIntelRuntimeStatus:
         return MarketIntelRuntimeStatus(
@@ -405,6 +408,20 @@ class MarketIntelService:
         plan["phase"] = self.phase
         return plan
 
+    def build_opportunity_scoring_plan(self):
+        """回報機會與威脅分數模型計畫；不計分、不寫入。"""
+        schema_smoke = self.build_schema_smoke()
+        plan = build_opportunity_scoring_plan_preview(
+            runtime_status=self.get_runtime_status(),
+            opportunity_plan=self.build_opportunity_plan(),
+            match_review_plan=self.build_match_review_plan(),
+            scheduler_plan=self.build_scheduler_plan(),
+            schema_smoke=schema_smoke,
+            mcp_fetch_gate=self.build_mcp_fetch_gate(),
+        )
+        plan["phase"] = self.phase
+        return plan
+
     def build_platform_seed_writer_plan(self, platform_code="all"):
         """建立 platform seed writer dry-run plan，不建立 DB session。"""
         seed_plan = self.build_platform_seed_plan(platform_code=platform_code)
@@ -487,6 +504,7 @@ class MarketIntelService:
         scheduler_plan = self.build_scheduler_plan()
         match_review_plan = self.build_match_review_plan()
         opportunity_plan = self.build_opportunity_plan()
+        opportunity_scoring_plan = self.build_opportunity_scoring_plan()
         checks = {
             "schema_smoke_passed": bool(schema_smoke["passed"]),
             "feature_flags_default_safe": bool(
@@ -549,6 +567,13 @@ class MarketIntelService:
                 and not opportunity_plan["threat_alert_dispatched"]
                 and not opportunity_plan["database_write_executed"]
             ),
+            "opportunity_scoring_plan_preview_safe": bool(
+                opportunity_scoring_plan["mode"]
+                == "opportunity_scoring_plan_preview"
+                and not opportunity_scoring_plan["scoring_job_created"]
+                and not opportunity_scoring_plan["score_calculation_executed"]
+                and not opportunity_scoring_plan["database_write_executed"]
+            ),
         }
         ready_for_production_deploy = all(checks.values())
         blocked_reasons = [
@@ -680,6 +705,7 @@ class MarketIntelService:
                 "/api/market_intel/scheduler_plan",
                 "/api/market_intel/match_review_plan",
                 "/api/market_intel/opportunity_plan",
+                "/api/market_intel/opportunity_scoring_plan",
             ],
             "status": status.to_dict(),
             "schema_smoke": schema_smoke,
@@ -702,4 +728,5 @@ class MarketIntelService:
             "scheduler_plan": scheduler_plan,
             "match_review_plan": match_review_plan,
             "opportunity_plan": opportunity_plan,
+            "opportunity_scoring_plan": opportunity_scoring_plan,
         }

templates/market_intel/disabled.html

@@ -540,6 +540,24 @@
         </div>
     </div>
 
+    <div class="market-intel-panel" data-market-intel-opportunity-scoring>
+        <div class="market-intel-preview-head">
+            <div>
+                <p class="market-intel-muted momo-mono mb-1">OPPORTUNITY / SCORING MODEL</p>
+                <h2 class="market-intel-preview-title">機會威脅分數模型</h2>
+            </div>
+            <button class="market-intel-icon-button" type="button" title="重新整理機會威脅分數模型" data-market-intel-opportunity-scoring-refresh>
+                <i class="fas fa-rotate-right" aria-hidden="true"></i>
+            </button>
+        </div>
+        <div class="market-intel-preview-meta" data-market-intel-opportunity-scoring-meta>
+            <span class="market-intel-pill">loading</span>
+        </div>
+        <div data-market-intel-opportunity-scoring-body>
+            <div class="market-intel-empty">讀取機會威脅分數模型中...</div>
+        </div>
+    </div>
+
     <div class="market-intel-panel" data-market-intel-migration>
         <div class="market-intel-preview-head">
             <div>
@@ -612,10 +630,11 @@
         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]');
+        const opportunityScoringRoot = document.querySelector('[data-market-intel-opportunity-scoring]');
         const migrationRoot = document.querySelector('[data-market-intel-migration]');
         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 && !migrationRoot && !approvalRoot && !deployRoot) return;
+        if (!root && !writerRoot && !cliRoot && !dbProbeRoot && !seedDiffRoot && !legacyBridgeRoot && !mcpReadinessRoot && !mcpPreflightRoot && !mcpActivationRoot && !mcpFetchGateRoot && !schedulerRoot && !matchReviewRoot && !opportunityRoot && !opportunityScoringRoot && !migrationRoot && !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;
@@ -669,6 +688,10 @@
         const opportunityBody = opportunityRoot ? opportunityRoot.querySelector('[data-market-intel-opportunity-body]') : null;
         const opportunityRefresh = opportunityRoot ? opportunityRoot.querySelector('[data-market-intel-opportunity-refresh]') : null;
         const opportunityEndpoint = "{{ url_for('market_intel.market_intel_opportunity_plan') }}";
+        const opportunityScoringMeta = opportunityScoringRoot ? opportunityScoringRoot.querySelector('[data-market-intel-opportunity-scoring-meta]') : null;
+        const opportunityScoringBody = opportunityScoringRoot ? opportunityScoringRoot.querySelector('[data-market-intel-opportunity-scoring-body]') : null;
+        const opportunityScoringRefresh = opportunityScoringRoot ? opportunityScoringRoot.querySelector('[data-market-intel-opportunity-scoring-refresh]') : null;
+        const opportunityScoringEndpoint = "{{ url_for('market_intel.market_intel_opportunity_scoring_plan') }}";
         const migrationMeta = migrationRoot ? migrationRoot.querySelector('[data-market-intel-migration-meta]') : null;
         const migrationBody = migrationRoot ? migrationRoot.querySelector('[data-market-intel-migration-body]') : null;
         const migrationRefresh = migrationRoot ? migrationRoot.querySelector('[data-market-intel-migration-refresh]') : null;
@@ -1674,6 +1697,124 @@
             }
         };
 
+        const renderOpportunityScoringMeta = data => {
+            opportunityScoringMeta.innerHTML = [
+                `mode=${data.mode || 'unknown'}`,
+                `ready=${data.ready_for_scoring_job ? 'yes' : 'no'}`,
+                `dimensions=${data.dimension_count || 0}`,
+                `weight=${data.total_weight || 0}`,
+                `score=${data.score_calculation_executed ? 'executed' : 'blocked'}`
+            ].map(item => `<span class="market-intel-pill">${escapeHtml(item)}</span>`).join('');
+        };
+
+        const renderOpportunityScoringBody = data => {
+            const blockers = (data.blocked_reasons || []).join(' / ');
+            const checks = Object.entries(data.gate_checks || {});
+            const dimensions = data.dimensions || [];
+            const thresholds = data.thresholds || [];
+            const evidenceTables = data.required_evidence_tables || [];
+            const sequence = data.operator_sequence || [];
+            const renderCheck = ([name, passed]) => `
+                <div class="market-intel-check">
+                    <div>
+                        <strong>${escapeHtml(name)}</strong>
+                    </div>
+                    <span>${passed ? 'PASS' : 'BLOCK'}</span>
+                </div>
+            `;
+            const renderDimension = item => `
+                <article class="market-intel-operation">
+                    <strong>${escapeHtml(item.key)} / ${escapeHtml(item.weight)}%</strong>
+                    <small>${escapeHtml(item.label)}</small>
+                    <small>${escapeHtml((item.evidence || []).join(' + '))}</small>
+                    <small>${escapeHtml(item.calculation)}</small>
+                </article>
+            `;
+            opportunityScoringBody.innerHTML = `
+                <div class="market-intel-empty mb-3">目前只定義機會與威脅分數模型；不計分、不建立 queue、不派送 Telegram、不產生 AI 摘要、不寫 DB。${blockers ? `阻擋：${escapeHtml(blockers)}` : ''}</div>
+                <div class="market-intel-deploy-grid">
+                    <div data-market-intel-opportunity-scoring-checks>
+                        <p class="market-intel-deploy-section-title">SCORING GATES</p>
+                        <div class="market-intel-check-list">${
+                            checks.length
+                                ? checks.map(renderCheck).join('')
+                                : '<div class="market-intel-empty">尚未提供分數 gate。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-opportunity-scoring-dimensions>
+                        <p class="market-intel-deploy-section-title">DIMENSIONS</p>
+                        <div class="market-intel-operation-list">${
+                            dimensions.length
+                                ? dimensions.map(renderDimension).join('')
+                                : '<div class="market-intel-empty">尚未提供分數欄位。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-opportunity-scoring-thresholds>
+                        <p class="market-intel-deploy-section-title">THRESHOLDS</p>
+                        <div class="market-intel-check-list">${
+                            thresholds.length
+                                ? thresholds.map(item => `
+                                    <div class="market-intel-check">
+                                        <div>
+                                            <strong>${escapeHtml(item.level)}</strong>
+                                            <small>${escapeHtml(item.action)}</small>
+                                        </div>
+                                        <span>${escapeHtml(item.minimum_score)}+</span>
+                                    </div>
+                                `).join('')
+                                : '<div class="market-intel-empty">尚未提供門檻。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-opportunity-scoring-evidence>
+                        <p class="market-intel-deploy-section-title">EVIDENCE TABLES</p>
+                        <div class="market-intel-check-list">${
+                            evidenceTables.length
+                                ? evidenceTables.map(item => `
+                                    <div class="market-intel-check">
+                                        <div>
+                                            <strong>${escapeHtml(item)}</strong>
+                                        </div>
+                                        <span>REQUIRED</span>
+                                    </div>
+                                `).join('')
+                                : '<div class="market-intel-empty">尚未提供 evidence tables。</div>'
+                        }</div>
+                    </div>
+                    <div data-market-intel-opportunity-scoring-sequence>
+                        <p class="market-intel-deploy-section-title">OPERATOR SEQUENCE</p>
+                        <div class="market-intel-check-list">${
+                            sequence.length
+                                ? sequence.map((item, index) => `
+                                    <div class="market-intel-check">
+                                        <div>
+                                            <strong>${escapeHtml(`step_${index + 1}`)}</strong>
+                                            <small>${escapeHtml(item)}</small>
+                                        </div>
+                                        <span>REQUIRED</span>
+                                    </div>
+                                `).join('')
+                                : '<div class="market-intel-empty">尚未提供操作順序。</div>'
+                        }</div>
+                    </div>
+                </div>
+            `;
+        };
+
+        const loadOpportunityScoring = async () => {
+            if (!opportunityScoringMeta || !opportunityScoringBody) return;
+            opportunityScoringBody.innerHTML = '<div class="market-intel-empty">讀取機會威脅分數模型中...</div>';
+            try {
+                const response = await fetch(opportunityScoringEndpoint, { credentials: 'same-origin' });
+                if (!response.ok) throw new Error(`HTTP ${response.status}`);
+                const data = await response.json();
+                renderOpportunityScoringMeta(data);
+                renderOpportunityScoringBody(data);
+            } catch (error) {
+                opportunityScoringMeta.innerHTML = '<span class="market-intel-pill">error</span>';
+                opportunityScoringBody.innerHTML = `<div class="market-intel-empty">機會威脅分數模型讀取失敗：${escapeHtml(error.message)}</div>`;
+            }
+        };
+
         const renderMigrationMeta = data => {
             const seedWriter = data.command_plan && data.command_plan.seed_writer_command
                 ? data.command_plan.seed_writer_command
@@ -1947,6 +2088,9 @@
         if (opportunityRefresh) {
             opportunityRefresh.addEventListener('click', loadOpportunity);
         }
+        if (opportunityScoringRefresh) {
+            opportunityScoringRefresh.addEventListener('click', loadOpportunityScoring);
+        }
         if (migrationRefresh) {
             migrationRefresh.addEventListener('click', loadMigration);
         }
@@ -1969,6 +2113,7 @@
         loadScheduler();
         loadMatchReview();
         loadOpportunity();
+        loadOpportunityScoring();
         loadMigration();
         loadApproval();
         loadDeploy();

tests/test_market_intel_skeleton.py

@@ -458,6 +458,12 @@ def test_market_intel_preview_template_uses_safe_fetch_false_endpoint():
     assert "data-market-intel-opportunity-rules" in template
     assert "data-market-intel-opportunity-severity" in template
     assert "data-market-intel-opportunity-sequence" in template
+    assert "data-market-intel-opportunity-scoring" in template
+    assert "data-market-intel-opportunity-scoring-checks" in template
+    assert "data-market-intel-opportunity-scoring-dimensions" in template
+    assert "data-market-intel-opportunity-scoring-thresholds" in template
+    assert "data-market-intel-opportunity-scoring-evidence" in template
+    assert "data-market-intel-opportunity-scoring-sequence" in template
     assert "data-market-intel-migration" in template
     assert "data-market-intel-migration-tables" in template
     assert "data-market-intel-approval" in template
@@ -478,6 +484,7 @@ def test_market_intel_preview_template_uses_safe_fetch_false_endpoint():
     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
+    assert "market_intel.market_intel_opportunity_scoring_plan" in template
     assert "market_intel.market_intel_migration_blueprint" in template
     assert "market_intel.market_intel_write_approval_runbook" in template
     assert "market_intel.market_intel_deployment_readiness" in template
@@ -503,7 +510,7 @@ 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_35_opportunity_plan_preview"
+    assert bridge["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert bridge["execute_requested"] is False
     assert bridge["read_only_query_executed"] is False
     assert bridge["database_connection_opened"] is False
@@ -661,7 +668,7 @@ 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_35_opportunity_plan_preview"
+    assert contract["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert contract["caller"] == "market_intel"
     assert contract["contract_ready"] is True
     assert contract["blocked_reasons"] == []
@@ -794,7 +801,7 @@ 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_35_opportunity_plan_preview"
+    assert data["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert data["deployment_actions_executed"] is False
     assert data["docker_command_executed"] is False
     assert data["ssh_command_executed"] is False
@@ -807,7 +814,7 @@ 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_35_opportunity_plan_preview"
+    assert gate["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert gate["fetch_requested"] is True
     assert gate["manual_fetch_gate_open"] is False
     assert gate["network_request_allowed"] is False
@@ -877,7 +884,7 @@ 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_35_opportunity_plan_preview"
+    assert data["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert data["fetch_requested"] is False
     assert data["network_request_allowed"] is False
     assert data["external_network_executed"] is False
@@ -889,7 +896,7 @@ def test_scheduler_plan_preview_blocks_job_attachment():
     plan = MarketIntelService().build_scheduler_plan()
 
     assert plan["mode"] == "scheduler_attach_plan_preview"
-    assert plan["phase"] == "phase_35_opportunity_plan_preview"
+    assert plan["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert plan["ready_to_attach_scheduler"] is False
     assert plan["scheduler_attached"] is False
     assert plan["scheduler_registration_executed"] is False
@@ -927,7 +934,7 @@ def test_scheduler_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "scheduler_attach_plan_preview"
-    assert data["phase"] == "phase_35_opportunity_plan_preview"
+    assert data["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert data["scheduler_registration_executed"] is False
     assert data["crawler_job_started"] is False
     assert data["external_network_executed"] is False
@@ -938,7 +945,7 @@ 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_35_opportunity_plan_preview"
+    assert plan["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert plan["ready_for_review_queue"] is False
     assert plan["review_queue_created"] is False
     assert plan["auto_match_executed"] is False
@@ -974,7 +981,7 @@ 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_35_opportunity_plan_preview"
+    assert data["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert data["review_queue_created"] is False
     assert data["auto_confirm_executed"] is False
     assert data["external_network_executed"] is False
@@ -985,7 +992,7 @@ 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_35_opportunity_plan_preview"
+    assert plan["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert plan["ready_for_opportunity_queue"] is False
     assert plan["opportunity_queue_created"] is False
     assert plan["threat_alert_dispatched"] is False
@@ -1026,13 +1033,73 @@ def test_opportunity_plan_route_is_preview_only():
 
     assert response.status_code == 200
     assert data["mode"] == "opportunity_plan_preview"
-    assert data["phase"] == "phase_35_opportunity_plan_preview"
+    assert data["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert data["opportunity_queue_created"] is False
     assert data["threat_alert_dispatched"] is False
     assert data["ai_summary_generated"] is False
     assert data["database_write_executed"] is False
 
 
+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_36_opportunity_scoring_plan_preview"
+    assert plan["ready_for_scoring_job"] is False
+    assert plan["scoring_job_created"] is False
+    assert plan["score_calculation_executed"] is False
+    assert plan["sample_scores_generated"] is False
+    assert plan["opportunity_queue_created"] is False
+    assert plan["review_queue_created"] is False
+    assert plan["threat_alert_dispatched"] is False
+    assert plan["telegram_dispatched"] is False
+    assert plan["ai_summary_generated"] 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["external_network_executed"] is False
+    assert plan["scheduler_attached"] is False
+    assert plan["writes_executed"] is False
+    assert plan["would_write_database"] is False
+    assert plan["dimension_count"] == 5
+    assert plan["total_weight"] == 100
+    assert {item["key"] for item in plan["dimensions"]} == {
+        "price_gap_pct",
+        "discount_depth",
+        "match_confidence",
+        "campaign_urgency",
+        "data_freshness",
+    }
+    assert "opportunity_queue_ready" in plan["blocked_reasons"]
+    assert "confirmed_match_source_ready" in plan["blocked_reasons"]
+    assert "manual_operator_approval" in plan["blocked_reasons"]
+    assert "do_not_write_scoring_results_from_preview" in plan["safe_boundaries"]
+    assert "do_not_auto_adjust_price" in plan["safe_boundaries"]
+
+
+def test_opportunity_scoring_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/opportunity_scoring_plan")
+    data = response.get_json()
+
+    assert response.status_code == 200
+    assert data["mode"] == "opportunity_scoring_plan_preview"
+    assert data["phase"] == "phase_36_opportunity_scoring_plan_preview"
+    assert data["scoring_job_created"] is False
+    assert data["score_calculation_executed"] is False
+    assert data["sample_scores_generated"] is False
+    assert data["database_write_executed"] is False
+    assert data["external_network_executed"] is False
+
+
 def test_mcp_deploy_preflight_blocks_without_required_env():
     preflight = build_mcp_deploy_preflight_plan(env={})
 
@@ -1096,7 +1163,7 @@ 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_35_opportunity_plan_preview"
+    assert data["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert data["deployment_actions_executed"] is False
     assert data["docker_command_executed"] is False
     assert data["ssh_command_executed"] is False
@@ -1111,7 +1178,7 @@ def test_mcp_readiness_default_is_planned_only(monkeypatch):
     readiness = MarketIntelService().build_mcp_readiness()
 
     assert readiness["mode"] == "mcp_readiness_planned"
-    assert readiness["phase"] == "phase_35_opportunity_plan_preview"
+    assert readiness["phase"] == "phase_36_opportunity_scoring_plan_preview"
     assert readiness["execute_requested"] is False
     assert readiness["router_enabled"] is False
     assert readiness["external_mcp_complete"] is False
@@ -1501,6 +1568,7 @@ def test_deployment_readiness_reports_app_only_release_gate():
     assert readiness["checks"]["scheduler_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
     assert readiness["checks"]["writer_plan_dry_run_only"] is True
     assert readiness["writer_plan_summary"]["writes_executed"] is False
     assert "readiness_checks_not_all_passed" not in readiness["blocked_reasons"]
@@ -1524,6 +1592,7 @@ def test_deployment_readiness_reports_app_only_release_gate():
     assert "/api/market_intel/scheduler_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"]
     assert readiness["write_approval_runbook"]["ready_for_real_write"] is False
     assert readiness["write_approval_runbook"]["writes_executed"] is False
     assert readiness["migration_blueprint"]["migration_executed"] is False
@@ -1551,6 +1620,9 @@ def test_deployment_readiness_reports_app_only_release_gate():
     assert readiness["opportunity_plan"]["opportunity_queue_created"] is False
     assert readiness["opportunity_plan"]["threat_alert_dispatched"] is False
     assert readiness["opportunity_plan"]["database_write_executed"] is False
+    assert readiness["opportunity_scoring_plan"]["scoring_job_created"] is False
+    assert readiness["opportunity_scoring_plan"]["score_calculation_executed"] is False
+    assert readiness["opportunity_scoring_plan"]["database_write_executed"] is False
 
 
 def test_write_approval_runbook_is_read_only_and_blocks_real_write():