chore: align ai stack with openhub weknora

scripts/TESTING_REFERENCE.md

@@ -28,15 +28,15 @@ node scripts/task167-local-markdown-title-body-options-no-convex-smoke.js
 node scripts/task490-runtime-surfaces-smoke.js
 ```
 
-其中 `task490-runtime-surfaces-smoke.js` 是轻量浏览器 smoke，验证页面设置、Page AI drawer 打开/关闭、Page AI stop-run abort、slash menu、block handle menu 能在当前 leptos-tiptap 文档页工作；它使用 mock run 覆盖停止按钮，不要求真实模型返回，也不替代更重的页面设置、Hermes/Page AI 或编辑器菜单专项脚本。
+其中 `task490-runtime-surfaces-smoke.js` 是轻量浏览器 smoke，验证页面设置、Page AI drawer 打开/关闭、Page AI stop-run abort、slash menu、block handle menu 能在当前 leptos-tiptap 文档页工作；它使用 mock run 覆盖停止按钮，不要求真实模型返回，也不替代更重的页面设置、OpenHub/Page AI 或编辑器菜单专项脚本。
 
 ### 0.1 当前主链优先脚本
 
 - 入口与认证：`task114-rust-web-gateway-entry-smoke.js`、`task159-auth-entry-smoke.js`、`task097-homepage-entry-smoke.js`
 - Rust SSR 文档页 / Page Aggregate：local-first 默认优先 `task167-local-markdown-title-body-options-no-convex-smoke.js`；Page Aggregate browser conversion / compat fallback 改动补跑 `task522-page-aggregate-compat-fallback-contract.js`；cloud/control-plane 文档可补跑 `task110-page-title-single-truth-smoke.js`、`task-page-aggregate-body-sync-smoke.js`、`task-page-aggregate-options-sync-smoke.js`、`task-page-aggregate-refresh-persistence-smoke.js`
 - leptos-tiptap runtime surface：`task490-runtime-surfaces-smoke.js`；需要验证保存回读可补跑 `task121-rust-web-editor-island-hydration-smoke.js`，但它仍使用 `/api/tree/commands create` 准备文档，不作为无 Convex 默认基线；需要验证浮层互斥和更多菜单状态时再跑 `task158-e30-menu-state-smoke.js`
-- local-first 本地工作区：`task164-desktop-hot-local-folder-main-entry-smoke.js`、`task166-local-first-managed-workspace-no-convex-smoke.js`、`task167-local-markdown-title-body-options-no-convex-smoke.js`、`task436-local-markdown-open-document-external-change-smoke.js`、`task443-local-markdown-asset-upload-smoke.js`、`task451-local-markdown-conflict-resolution-ui-smoke.js`、`task452-local-search-index-browser-smoke.js`、`task453-local-folder-page-ai-changed-files-smoke.js`；WorkspacePath / ObjectIdentity runtime 消费统一改动补跑 `task524-workspace-object-identity-matrix-smoke.js`。`task452` 只覆盖普通本地搜索、settings API、tag/backlink API 和旧 local-index UI 不复活；资料库问答、PDF/Office/image source ingestion 与引用回跳改跑 LightRAG 脚本。
-- LightRAG 资料库：`task534-knowledge-rag-source-management-scope-smoke.js` 覆盖本地文件夹 source 加入资料库、registry 状态与范围管理；`task529-knowledge-rag-citation-resource-tab-smoke.js`、`task530-knowledge-rag-page-ai-final-answer-smoke.js` 覆盖资料库引用回到资源页与 Page AI 最终回答。旧 `task526-local-folder-ocr-api-smoke.js` / OCR sidecar 链路已退役并软归档；`/api/search/documents` 不作为 LightRAG、LiteParse、OCR sidecar 或 evidence.sqlite 的资料库问答 fallback。
+- local-first 本地工作区：`task164-desktop-hot-local-folder-main-entry-smoke.js`、`task166-local-first-managed-workspace-no-convex-smoke.js`、`task167-local-markdown-title-body-options-no-convex-smoke.js`、`task436-local-markdown-open-document-external-change-smoke.js`、`task443-local-markdown-asset-upload-smoke.js`、`task451-local-markdown-conflict-resolution-ui-smoke.js`、`task452-local-search-index-browser-smoke.js`、`task453-local-folder-page-ai-changed-files-smoke.js`；WorkspacePath / ObjectIdentity runtime 消费统一改动补跑 `task524-workspace-object-identity-matrix-smoke.js`。`task452` 只覆盖普通本地搜索、settings API、tag/backlink API 和旧 local-index UI 不复活；资料库问答、PDF/Office/image source ingestion 与引用回跳改跑 WeKnora / provider-neutral knowledge-rag 脚本。
+- WeKnora / OpenHub 资料库：`task781-knowledge-bases-registry-smoke.js`、`task785-weknora-create-kb-folder-ingest-search-smoke.js`、`task787-weknora-default-lightrag-legacy-smoke.js`、`task772-openhub-weknora-kb-ui-smoke.js` 覆盖默认 provider、知识库列表、摄取、搜索、引用桥接与 legacy LightRAG guard。旧 `task529/530/531/534` LightRAG 脚本只作为 legacy fallback / 历史对照，不进入默认回归。旧 `task526-local-folder-ocr-api-smoke.js` / OCR sidecar 链路已退役并软归档；`/api/search/documents` 不作为 WeKnora、LightRAG legacy、LiteParse、OCR sidecar 或 evidence.sqlite 的资料库问答 fallback。
 - local Markdown conflict regression：`task510-local-markdown-conflict-regression-group.js` 串联真实冲突、连续上传、新建页面、外部恢复、多 tab CAS 与上传 409 孤儿策略；可用 `MNOTE_CONFLICT_REGRESSION_TASKS=a.js,b.js` 做定点子集。
 - tree realtime / live cache：`task446-tree-rename-dual-browser-live-smoke.js`、`task447-tree-move-order-dual-browser-live-smoke.js`、`task448-tree-resync-recovery-dual-browser-smoke.js`、`task449-tree-sse-reconnect-snapshot-recovery-smoke.js`
 - 资源对象与 mindmap：`task455-local-folder-mindmap-clean-smoke.js`、`task456-resource-object-shell-sync-smoke.js`、`task166-mindmap-phase6-block-smoke.js`、`task167-mindmap-kmind-parity-smoke.js`、`task168-mindmap-put-validator-smoke.js`；Page AI mindmap skill / 资源生成改动补跑 `task503-mindmap-skill-capability-smoke.js`，真实 mindmap resource tab / Page AI target 改动补跑 `task525-page-ai-mindmap-resource-target-smoke.js`
@@ -122,7 +122,7 @@ node scripts/task490-runtime-surfaces-smoke.js
 - `task129-wolai-aline-baseline-smoke.js`
 - `task130` 到 `task137` 一系列 `wolai-aline-*`
 - `task160-wolai-page-settings-shell-smoke.js`
-- 页面 AI 旧 `/api/ai-agent/run` 视觉 smoke 已移入本机 gitignored `recycle/scripts/retired-ai-agent-run-smokes/`；当前页面 AI 验证优先使用 Hermes 相关 smoke 与 `task-page-block-ai-tools-smoke.js`
+- 页面 AI 旧 `/api/ai-agent/run` 视觉 smoke 已移入本机 gitignored `recycle/scripts/retired-ai-agent-run-smokes/`；当前页面 AI 验证优先使用 OpenHub / opencode / Page AI smoke 与 `task-page-block-ai-tools-smoke.js`。Hermes 相关 smoke 只作为 legacy guard / 历史对照。
 
 这一层最重要的原则不是“文案命中”，而是：
 
@@ -185,7 +185,7 @@ node scripts/task097-homepage-entry-smoke.js
 - local-first：优先使用 `task164-desktop-hot-local-folder-main-entry-smoke.js`、`task166-local-first-managed-workspace-no-convex-smoke.js`、`task167-local-markdown-title-body-options-no-convex-smoke.js`、`task455-local-folder-mindmap-clean-smoke.js`
 - 页面设置：`task160`、`task164-page-options-visible-effect-smoke.js`
 - 双栏：`task165`
-- AI：优先使用 `task-hermes-page-ai-retirement-guard.js`、`task-page-block-ai-tools-smoke.js` 和当前 Hermes 页面 AI smoke；Page AI history / skills / ChatOnly 相关改动补跑 `task503-mindmap-skill-capability-smoke.js`、`task504-page-ai-history-agent-filter-smoke.js`、`task512-chatonly-doubao-sync-smoke.js`、`task513-chatonly-provider-sync-smoke.js`；OnlyOffice live bridge 改动补跑 `task515-onlyoffice-live-scope-http-smoke.js`、`task516-onlyoffice-bridge-multisession-browser-smoke.js`、`task517-onlyoffice-bridge-plugin-direct-smoke.js`、`task518-onlyoffice-real-iframe-session-scope-smoke.js`，其中 `task516/517` 覆盖 bridge session lifecycle 与 `docKey/pageOrigin` 元数据；Page AI 真实 target picker / Office live session 改动补跑 `task523-page-ai-onlyoffice-real-target-session-smoke.js`；`task155`、`task156`、`task161` 等旧 `/api/ai-agent/run` smoke 只保留在本机 gitignored `recycle/scripts/retired-ai-agent-run-smokes/` 做历史对照
+- AI：优先使用 OpenHub / opencode / Page AI 当前主线 smoke、`task-page-block-ai-tools-smoke.js` 和 `task-hermes-page-ai-retirement-guard.js` 这类 legacy guard；Hermes 页面 AI smoke 只作为历史对照。Page AI history / skills / ChatOnly 相关改动补跑 `task503-mindmap-skill-capability-smoke.js`、`task504-page-ai-history-agent-filter-smoke.js`、`task512-chatonly-doubao-sync-smoke.js`、`task513-chatonly-provider-sync-smoke.js`；OnlyOffice live bridge 改动补跑 `task515-onlyoffice-live-scope-http-smoke.js`、`task516-onlyoffice-bridge-multisession-browser-smoke.js`、`task517-onlyoffice-bridge-plugin-direct-smoke.js`、`task518-onlyoffice-real-iframe-session-scope-smoke.js`，其中 `task516/517` 覆盖 bridge session lifecycle 与 `docKey/pageOrigin` 元数据；Page AI 真实 target picker / Office live session 改动补跑 `task523-page-ai-onlyoffice-real-target-session-smoke.js`；`task155`、`task156`、`task161` 等旧 `/api/ai-agent/run` smoke 只保留在本机 gitignored `recycle/scripts/retired-ai-agent-run-smokes/` 做历史对照
 
 原则：
 

scripts/task782-openhub-weknora-tool-citation-bridge-smoke.js

@@ -107,7 +107,8 @@ async function main() {
     "OpenHub backend exposes MNote WeKnora readonly facade endpoint",
     backendApi.includes("/api/mnote/tools/call") &&
       backendApi.includes("call_mnote_weknora_tool") &&
-      backendBridge.includes("MNOTE_TOOL_CALL_ENDPOINT = \"/api/hermes/tools/mnote/call\"")
+      backendBridge.includes("MNOTE_TOOL_CALL_ENDPOINT = \"/api/mnote/tools/call\"") &&
+      !backendBridge.includes("MNOTE_TOOL_CALL_ENDPOINT = \"/api/hermes/tools/mnote/call\"")
   );
   assertCheck(
     failures,