feat: integrate MET Nonlinear microservice
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## T8 Playwright 公网前端 E2E
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阅读 `AGENTS.md`（本项目 `AGENTS.md` 同时承担 `SKILL.md` 对 `scripts/cli.ts` 的解释职责），然后用 cli 手动测试以下内容：确认 `config.json` 的 `network.publicHost` 是主 server 公网地址，运行 `bun scripts/cli.ts e2e run`，要求 JSON 中 `network:only-frontend-provider-ports`、`network:core-public-blocked`、`network:database-public-blocked`、`network:findjob-public-blocked`、`network:todo-note-public-blocked`、`core:internal-overview`、`core:pgdata-usage`、`provider:self-node-online`、`provider:gateway-version-label`、`provider:system-status`、`provider:docker-status`、`provider:upgrade-plan`、`provider-ingress:public-health`、`microservice:catalog-findjob`、`microservice:catalog-pipeline`、`microservice:catalog-todo-note`、`microservice:todo-note-health`、`microservice:todo-note-migrated-data`、`microservice:todo-note-write-path`、`microservice:findjob-health`、`microservice:findjob-summary`、`microservice:findjob-jobs-preview`、`microservice:pipeline-status`、`microservice:pipeline-health`、`microservice:pipeline-snapshot`、`database:named-volume-write`、`database:todo-note-pg-storage`、`frontend:login-provider-visible`、`frontend:public-provider-info-visible`、`frontend:sidebar-collapse`、`frontend:overview-pgdata-visible`、`frontend:no-naked-json-before-click`、`frontend:system-monitor-visible`、`frontend:upgrade-plan-dispatch`、`frontend:docker-status-visible`、`frontend:gateway-version-records-visible`、`frontend:provider-operation-availability-visible`、`frontend:microservice-catalog-visible`、`frontend:todo-note-integrated-visible`、`frontend:findjob-integrated-visible`、`frontend:pipeline-integrated-visible`、`frontend:pipeline-react-flow-visible` 全部 passed；打开输出的 screenshotPath，确认 Playwright 访问的是公网 frontend，页面上能看到 `main-server`、`Main Server Provider`、`D601`、`FindJob`、`Pipeline`、`SSH 透传`、`远程更新` 和结构化控件。
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阅读 `AGENTS.md`（本项目 `AGENTS.md` 同时承担 `SKILL.md` 对 `scripts/cli.ts` 的解释职责），然后用 cli 手动测试以下内容：确认 `config.json` 的 `network.publicHost` 是主 server 公网地址，运行 `bun scripts/cli.ts e2e run`，要求 JSON 中 `network:only-frontend-provider-ports`、`network:core-public-blocked`、`network:database-public-blocked`、`network:findjob-public-blocked`、`network:met-nonlinear-public-blocked`、`network:todo-note-public-blocked`、`core:internal-overview`、`core:pgdata-usage`、`provider:self-node-online`、`provider:gateway-version-label`、`provider:system-status`、`provider:docker-status`、`provider:upgrade-plan`、`provider-ingress:public-health`、`microservice:catalog-findjob`、`microservice:catalog-pipeline`、`microservice:catalog-met-nonlinear`、`microservice:catalog-todo-note`、`microservice:todo-note-health`、`microservice:todo-note-migrated-data`、`microservice:todo-note-write-path`、`microservice:findjob-health`、`microservice:findjob-summary`、`microservice:findjob-jobs-preview`、`microservice:pipeline-status`、`microservice:pipeline-health`、`microservice:pipeline-snapshot`、`microservice:met-nonlinear-status`、`microservice:met-nonlinear-health`、`microservice:met-nonlinear-queue`、`microservice:met-nonlinear-projects`、`microservice:met-nonlinear-image`、`database:named-volume-write`、`database:todo-note-pg-storage`、`frontend:login-provider-visible`、`frontend:public-provider-info-visible`、`frontend:sidebar-collapse`、`frontend:overview-pgdata-visible`、`frontend:no-naked-json-before-click`、`frontend:system-monitor-visible`、`frontend:upgrade-plan-dispatch`、`frontend:docker-status-visible`、`frontend:gateway-version-records-visible`、`frontend:provider-operation-availability-visible`、`frontend:microservice-catalog-visible`、`frontend:todo-note-integrated-visible`、`frontend:findjob-integrated-visible`、`frontend:pipeline-integrated-visible`、`frontend:pipeline-react-flow-visible`、`frontend:met-nonlinear-integrated-visible` 全部 passed；打开输出的 screenshotPath，确认 Playwright 访问的是公网 frontend，页面上能看到 `main-server`、`Main Server Provider`、`D601`、`FindJob`、`Pipeline`、`MET Nonlinear`、`SSH 透传`、`远程更新` 和结构化控件。
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## T9 Database 命名卷持久化
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## T12 前端 TypeScript + React 源码约束
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阅读 `AGENTS.md`（本项目 `AGENTS.md` 同时承担 `SKILL.md` 对 `scripts/cli.ts` 的解释职责），然后用 cli 手动测试以下内容：运行 `find src/components/frontend -type f \\( -name '*.js' -o -name '*.jsx' \\) -print`，确认没有手写 frontend JS/JSX 源码；确认 `src/components/frontend/src/app.tsx` 只承担 shell/router，Todo Note、FindJob、Pipeline 分别在 `src/components/frontend/src/todo-note.tsx`、`src/components/frontend/src/findjob.tsx`、`src/components/frontend/src/pipeline.tsx` 中维护；运行 `bun scripts/cli.ts check`，确认这些 TSX 模块全部纳入 TypeScript 检查，且浏览器请求 `/app.js` 由 frontend Bun server 从 TSX imports 转译生成。
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阅读 `AGENTS.md`（本项目 `AGENTS.md` 同时承担 `SKILL.md` 对 `scripts/cli.ts` 的解释职责），然后用 cli 手动测试以下内容：运行 `find src/components/frontend -type f \\( -name '*.js' -o -name '*.jsx' \\) -print`，确认没有手写 frontend JS/JSX 源码；确认 `src/components/frontend/src/app.tsx` 只承担 shell/router，Todo Note、FindJob、Pipeline、MET Nonlinear 分别在 `src/components/frontend/src/todo-note.tsx`、`src/components/frontend/src/findjob.tsx`、`src/components/frontend/src/pipeline.tsx`、`src/components/frontend/src/met-nonlinear.tsx` 中维护；运行 `bun scripts/cli.ts check`，确认这些 TSX 模块全部纳入 TypeScript 检查，且浏览器请求 `/app.js` 由 frontend Bun server 从 TSX imports 转译生成。
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## T13 资源节点任务管理器曲线
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## T22 Main Server Todo Note Microservice
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阅读 `AGENTS.md`（本项目 `AGENTS.md` 同时承担 `SKILL.md` 对 `scripts/cli.ts` 的解释职责），然后用 cli 手动测试以下内容：确认 D518 `/mnt/d/work/todo_note` 已复制到主 server `/root/todo_note`，运行 `bun scripts/cli.ts microservice list`，确认 `todo-note` 显示为 `providerId=main-server`、`public=false`、`frontendOnly=true`、仓库 URL `https://gitee.com/Lyon1998/todo_note`、`todo-note:4211` 后端映射和 `todo-note-backend` 容器摘要；运行 `bun scripts/cli.ts microservice health todo-note`，确认返回 `storage=postgres`；运行 `bun scripts/cli.ts microservice proxy todo-note /api/instances --max-body-bytes 8000`，确认能看到 `CONSTAR`、`大论文`、`找工作`、`小论文`、`事务` 五个迁移清单，总任务数不低于 100。随后通过 backend-core 或 `bun scripts/cli.ts e2e run` 执行临时清单 create/add/toggle/undo/delete 写入循环，确认 Todo Note 写入真实经过 backend-core、main-server provider-gateway、`todo-note-backend` 和主 PostgreSQL，且删除前必须按唯一临时清单名称重新选中临时清单，不能误删迁移清单。最后登录公网 frontend `http://74.48.78.17:18081/`，进入 `微服务 / Todo Note`，确认清单、树形任务、筛选、提醒、移动、撤销/重做、字号控制都以 React 控件展示，默认没有裸 JSON，只有点击 `查看原始JSON` 才显示原始数据。
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## T23 MET Nonlinear D601 GPU Microservice
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阅读 `AGENTS.md`（本项目 `AGENTS.md` 同时承担 `SKILL.md` 对 `scripts/cli.ts` 的解释职责），然后用 cli 手动测试以下内容：确认 D601 `~/met_nonlinear` 中存在 `docker-compose.unidesk.yml`、`docker/unidesk/Dockerfile.ml`、`unidesk/server/src/index.ts` 和 `docs/reference/unidesk_microservice.md`；运行 `bun scripts/cli.ts microservice list`，确认 `met-nonlinear` 显示为 `providerId=D601`、`public=false`、`frontendOnly=true`、`127.0.0.1:3288` 后端映射和 `met-nonlinear-ts` 容器摘要；运行 `bun scripts/cli.ts microservice health met-nonlinear`、`bun scripts/cli.ts microservice proxy met-nonlinear /api/queue`、`bun scripts/cli.ts microservice proxy met-nonlinear '/api/projects?root=projects&limit=20'` 和 `bun scripts/cli.ts microservice proxy met-nonlinear /api/images`，确认链路通过 backend-core、D601 provider-gateway 和 D601 本机 TS 后端；在 D601 通过 SSH 透传执行 `curl -fsS -X POST http://127.0.0.1:3288/api/queue/server-test -H 'content-type: application/json' -d '{"sourceProject":"projects/FRIKANh6u6l4","count":10,"epochs":10,"maxConcurrency":2}'`，随后轮询 `/api/queue`，确认最多 2 个训练容器并行、目标 GPU 是 2080Ti、显存余量低于 20% 时自动限制并发、10 个 `projects/server_test/` 任务最终成功且训练容器自动销毁。最后登录公网 frontend `http://74.48.78.17:18081/`，进入 `微服务 / MET Nonlinear`，确认页面以 React 控件显示队列、GPU/镜像、Project config 预览、训练进度、ETA 和历史记录，默认没有裸 JSON，只有点击 `查看原始JSON` 才显示原始数据。
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