feat(ai): 建立 PixelRAG application portfolio

docs/guides/ai_automation_mainline_work_items.md

@@ -17,6 +17,7 @@
 | Completed | Multi-commerce PixelRAG visual evidence lane for momo, pchome, shopee_tw, coupang_tw, yahoo_shopping_tw, etmall_tw, friday_tw, rakuten_tw | API and CLI can emit expansion plans and marketplace manifests; PChome parser failures can queue manifests. |
 | Completed | External MCP/RAG capability inventory absorbed into internal governance readback | `/api/ai-automation/external-mcp-rag-integration` and `scripts/ops/report_external_mcp_rag_integration.py` expose 9 capabilities, absorbed/unresolved counts, and runtime flags. |
 | Completed | PixelRAG receipts to internal RAG candidate replay | `/api/ai-automation/pixelrag-rag-candidate-replay` and `scripts/ops/report_pixelrag_rag_candidate_replay.py` read receipts, split eligible vs blocked, and require OCR/VLM replay plus PromotionGate before knowledge writes. |
+| Completed | PixelRAG application portfolio and integration lanes | `/api/ai-automation/pixelrag-application-portfolio` and `scripts/ops/report_pixelrag_application_portfolio.py` expose commerce, RAG, UX, ops, marketing, and governance uses with priority, status, next machine action, and forbidden guardrails. |
 | In progress | MCP/RAG runtime health in AI automation smoke | `/api/ai-automation/smoke` and `/api/ai-automation/scheduled-health-summary` include external MCP/RAG integration, PixelRAG RAG candidate replay, and PixelRAG OCR/VLM replay contract families. |
 | In progress | Formal production deploy/readback discipline | Every mainline change must update version, push Gitea main/dev, deploy to 188 without touching `momo-db`, and read back `/health` plus new endpoints. |
 

docs/guides/ai_automation_session_sop.md

@@ -32,6 +32,8 @@
   或 `python scripts/ops/report_pixelrag_rag_candidate_replay.py` 可讀回 eligible / blocked / invalid receipts，且 blocked page 不得被視為商品資料。
 - PixelRAG 視覺 receipt 進入 OCR/VLM 自動化前，必須確認 `/api/ai-automation/pixelrag-ocr-vlm-replay`
   或 `python scripts/ops/report_pixelrag_ocr_vlm_replay.py` 可讀回 ready / blocked / invalid replay contracts、field schema、validation rules 與 Ollama-first 下一步，且目前不執行 OCR/VLM、不寫正式價格。
+- PixelRAG 可整合/可運用場景盤點必須確認 `/api/ai-automation/pixelrag-application-portfolio`
+  或 `python scripts/ops/report_pixelrag_application_portfolio.py` 可讀回 area、priority、status、use cases、next machine action 與 forbidden guardrails；不得只存在聊天結論。
 - AI automation smoke 必須包含 external MCP/RAG integration、PixelRAG RAG candidate replay 與 PixelRAG OCR/VLM replay contract family，避免 registry 已完成但 runtime flag / receipt replay / VLM contract 未完成時被誤報為全自動閉環。
 - AI 自動化 Prometheus 指標變更必須同步檢查 `docker/grafana/provisioning/dashboards/json/ai-automation-overview.json` 是否需要新增 panel 或查詢。
 - 188 線上 active monitoring stack 以 `monitoring/prometheus.yml` 為準；110 gateway 另有 `/home/wooo/monitoring/prometheus.yml`。若 dashboard 無資料，先確認 Prometheus `momo-app` target 與 `momo-network` 連線；所有 Blackbox HTTP target 必須打 `/health`，不可打 Dashboard 首頁 `/`。

docs/guides/browse_sh_crawler_playbook.md

@@ -101,6 +101,8 @@ rakuten_tw
 python scripts/ops/report_pixelrag_crawler_integration.py
 python scripts/ops/report_pixelrag_crawler_integration.py --platform momo
 python scripts/ops/report_pixelrag_crawler_integration.py --ecommerce-expansion-plan
+python scripts/ops/report_pixelrag_application_portfolio.py
+python scripts/ops/report_pixelrag_application_portfolio.py --area commerce
 python scripts/ops/report_pixelrag_crawler_integration.py --platform shopee_tw --marketplace-keyword "防曬乳"
 python scripts/ops/report_pixelrag_crawler_integration.py --platform coupang_tw --marketplace-keyword "iphone"
 python scripts/ops/report_pixelrag_crawler_integration.py --capability ollama_multimodal_ready --capability pgvector_visual_ready
@@ -118,6 +120,8 @@ python scripts/ops/report_pixelrag_crawler_integration.py \
 ```text
 /api/ai-automation/pixelrag-crawler-integration?platform=momo
 /api/ai-automation/pixelrag-crawler-integration?expansion_plan=true
+/api/ai-automation/pixelrag-application-portfolio
+/api/ai-automation/pixelrag-application-portfolio?area=commerce
 /api/ai-automation/pixelrag-crawler-integration?platform=shopee_tw&marketplace_keyword=%E9%98%B2%E6%9B%AC%E4%B9%B3
 /api/ai-automation/pixelrag-crawler-integration?platform=coupang_tw&marketplace_keyword=iphone
 /api/ai-automation/pixelrag-crawler-integration?platform=pchome&manifest_url=https://24h.pchome.com.tw/prod/TEST-000000001&crawler=PChomeCrawler.search_products&trigger_reason=parser_empty
@@ -180,6 +184,16 @@ python scripts/ops/report_pixelrag_ocr_vlm_replay.py --platform shopee_tw --plat
 
 此 contract 只把 saved tiles、欄位 schema、輸出 schema、confidence/evidence 規則與 Ollama-first worker 下一步打包；目前不執行 OCR/VLM、不呼叫模型、不寫 RAG、不寫 `ai_insights`、不寫正式價格表。ready receipt 進 `run_ollama_first_vlm_replay_worker`，blocked / 403 / captcha / access denied receipt 進 platform probe 或 structured API 策略。
 
+Application portfolio：
+
+```bash
+python scripts/ops/report_pixelrag_application_portfolio.py
+python scripts/ops/report_pixelrag_application_portfolio.py --area commerce
+python scripts/ops/report_pixelrag_application_portfolio.py --area rag --include-forbidden
+```
+
+此 portfolio 把 PixelRAG 可整合範圍正式分成 commerce、RAG、UX、ops、marketing、governance lanes。每個 lane 都必須有 priority、status、可整合對象、use cases、next machine action 與 no-write 邊界；forbidden lane 明確拒絕 login-only、cart、checkout、private coupon、session 與 anti-bot bypass。
+
 安全邊界：
 
 - read-only；不登入、不下單、不加入購物車、不寫第三方狀態。