style(obs): compact promotion exception workbench
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@@ -79,6 +79,7 @@ Baymard 的商品頁與比較 UX 研究強調：使用者需要清楚的 product
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- AI business surface rollout: `/observability/business_intel` 已套用 compact AI business workbench guardrails；`tests/test_business_intel_text_density_guardrails.py` 鎖住首屏短標籤、商業戰果/閉環/競品核心訊號與 hidden explanatory copy。
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- AI runtime surface rollout: `/observability/host_health` 已套用 compact AI runtime workbench guardrails；`tests/test_host_health_text_density_guardrails.py` 鎖住首屏短標籤、主機級聯/自癒/節流核心訊號與 hidden explanatory copy。
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- AI knowledge surface rollout: `/observability/rag_queries` 已套用 compact AI knowledge workbench guardrails；`tests/test_rag_queries_text_density_guardrails.py` 鎖住首屏短標籤、知識命中/省模閉環/回饋學習核心訊號與 hidden explanatory copy。
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- AI promotion exception surface rollout: `/observability/promotion_review` 已套用 compact AI promotion workbench guardrails；`tests/test_promotion_review_text_density_guardrails.py` 鎖住首屏短標籤、AI 例外/去重守門/防污染核心訊號與 non-manual wording。
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## 下一步 TODO 候選
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@@ -96,6 +97,7 @@ Baymard 的商品頁與比較 UX 研究強調：使用者需要清楚的 product
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- 已完成: `/observability/business_intel` 首屏以「戰果追蹤 / 閉環成效 / 競品訊號」短標籤與四個核心數字呈現 AI 商業轉化狀態。
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- 已完成: `/observability/host_health` 首屏以「主機級聯 / 自癒閉環 / 成本節流」短標籤與四個核心數字呈現 AI runtime 健康狀態。
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- 已完成: `/observability/rag_queries` 首屏以「知識命中 / 省模閉環 / 回饋學習」短標籤與四個核心數字呈現 AI 知識召回狀態。
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- 已完成: `/observability/promotion_review` 首屏以「AI 例外 / 去重守門 / 防污染」短標籤與四個核心數字呈現 AI 晉升例外狀態。
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## 參考來源
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@@ -101,7 +101,7 @@
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## P1 - Product Visibility And Professional Website Experience
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狀態: 進行中，本輪已完成 `/ai_intelligence`、`/observability/overview`、`/ai_automation_smoke`、`/observability/agent_orchestration`、`/observability/ai_calls`、`/observability/quality_trend`、`/observability/budget`、`/observability/business_intel`、`/observability/host_health` 與 `/observability/rag_queries` 密集 AI 工作台文字密度守門。
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狀態: 進行中，本輪已完成 `/ai_intelligence`、`/observability/overview`、`/ai_automation_smoke`、`/observability/agent_orchestration`、`/observability/ai_calls`、`/observability/quality_trend`、`/observability/budget`、`/observability/business_intel`、`/observability/host_health`、`/observability/rag_queries` 與 `/observability/promotion_review` 密集 AI 工作台文字密度守門。
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目的: 讓 AI 自動化在產品裡可見，成為專業營運工作流，而不是只藏在後端。
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@@ -160,6 +160,10 @@
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- 首屏改成 `data-density-guardrail="compact-knowledge-workbench"`，以「知識命中 / 省模閉環 / 回饋學習」短標籤承接 RAG 召回狀態。
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- hero 說明、KPI 小註與頁尾重複標題從可見 UI 退場，保留查詢數、命中率、省模型、回饋分、查詢串流、使用情境品質與命中內容查閱。
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- `tests/test_rag_queries_text_density_guardrails.py` 已鎖住 compact marker、第一層知識訊號與 explanatory copy hidden contract。
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- `/observability/promotion_review` 密集 AI 晉升例外工作台文字密度 guard 已完成:
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- 首屏改成 `data-density-guardrail="compact-promotion-workbench"`，以「AI 例外 / 去重守門 / 防污染」短標籤承接知識晉升例外狀態。
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- hero 說明、KPI 小註與頁尾重複標題從可見 UI 退場，保留待決策、知識庫、30 日採用、污染攔截、例外佇列、策略權重與最近知識。
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- `tests/test_promotion_review_text_density_guardrails.py` 已鎖住 compact marker、第一層晉升例外訊號與 non-manual wording。
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已完成 / 下一步，必須照順序:
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@@ -285,6 +289,7 @@
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| P1.7 | Agent orchestration compact workbench text-density guardrails | 已完成 | `/observability/agent_orchestration` first viewport hides explanatory copy; focused density guard test | Apply density guard to remaining high-visibility AI surfaces |
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| P1.8 | AI calls compact workbench text-density guardrails | 已完成 | `/observability/ai_calls` first viewport hides explanatory copy; focused density guard test | Apply density guard to remaining high-visibility AI surfaces |
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| P1.9 | Quality trend compact workbench text-density guardrails | 已完成 | `/observability/quality_trend` first viewport hides explanatory copy; focused density guard test | Apply density guard to remaining high-visibility AI surfaces |
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| P1.10 | Promotion review compact AI exception workbench guardrails | 已完成 | `/observability/promotion_review` first viewport hides explanatory copy and avoids manual-primary wording; focused density guard test | Apply density guard to PPT audit surface |
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| P2.1 | External benchmark encoded into requirements | 已完成 | benchmark guide + focused guard test + first-viewport status | P3.1 safe lane expansion |
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| P3.1 | Extend receipt / replay / drift pattern to more lanes | 已完成 | direct mapping candidate decision lane closeout route + focused tests | P3.2 scheduled automation health summaries |
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| P3.2 | Scheduled automation health summaries | 已完成 | `/api/ai-automation/scheduled-health-summary` + smoke service focused tests | P3.3 rollback evidence packages |
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