后台挂起功能优化
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# 多智能体「后台挂起」—— 当前状态、遗留问题与下次继续指南
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> 配套设计文档：`multi-agent-background-run-dev.md`（分 Phase 0-9 的总方案）。
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> 本文记录**截至本次会话的实际进展 + 还没解决的遗留问题**，方便下次直接续接。
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---
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## 一、整体状态：跑通到哪了
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「后台挂起」= Step2 把研讨交给后端**进程内驱动真模型**（leader→各席位→共识→报告），
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survive 刷新/关页，对话与报告作为一个 **run 写进草稿**（和手动跑同一存取），可在历史回看。
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**真网关已在本地验证可跑通**（2026-06-04 日志确认：roundtable-coordinator + 各席位 +
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roundtable-report 真调 deepseek、真搜索、跑到 report run success）。但还有几个**内容/产物层面的遗留问题**（见第三节）。
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### 已完成（可用）
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- ✅ 后端持久化：`roundtable_jobs` 表（迁移 `20260604_01` / `20260605_01` dialogues / `20260605_02` step3）。
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- ✅ 编排引擎 `packages/harness/deerflow/agents/roundtable_orchestrator/`（recommend + chain + 报告，纯逻辑可单测）。
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- ✅ 控制面 `app/gateway/routers/roundtable_jobs.py`：start/get/by-draft/stream(SSE)/resume/cancel/admin-cleanup。
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- ✅ 执行器 `app/gateway/roundtable_job_executor.py`：后台任务 + `set_current_user` + 生命周期 + **每轮把对话作为 `job-<id>` run 写进 `draft.step2.runs[]`（同手动存取）** + done 写 step3。
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- ✅ 真网关 `app/gateway/roundtable_inprocess_gateway.py`：`SimpleNamespace(app)` + `start_run` 进程内驱动 agent；复用 `multi_agent._extract_dispatch` 解析派活；checkpointer 读最终 messages。
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- ✅ 模拟网关 `roundtable_orchestrator/simulated_gateway.py`（不调真模型，前端联调用）。
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- ✅ 前端：`api/roundtable-jobs.ts`、`lib/job-types.ts`、Step2「后台挂起」按钮、历史下拉 loading、`DispatchChainModal`/`DispatchChainJobModal`（流程图 + 对话面板 markdown + 加宽 + 澄清作答 + 取消 + 查看）。
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- ✅ 上下文「广播」（inline）：席位/总控 prompt 带上「任务背景 + 前序各席位交付 + 别提问」约束（修「席位拿不到关键信息、反问用户、总控瞎编」）。
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- ✅ 后端测试：`tests/test_roundtable_jobs.py` / `test_roundtable_orchestrator.py` / `test_roundtable_job_executor.py` / `test_roundtable_jobs_api.py` 全过。
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---
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## 二、怎么启动 / 验证（每次开工先做）
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1. **开真网关**（默认是模拟网关）：已写进 `offline-backend-20260512/.env`：
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```
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ROUNDTABLE_JOB_GATEWAY=inprocess
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```
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启动日志应出现 `[roundtable-jobs] gateway = inprocess (real models)`。
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2. **必须用 `make gateway`（不带 --reload）跑后端！**
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`make dev` 的 `--reload` 监视 `backend/` 目录，agent 运行时往 `.deer-flow/` 写文件
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（memory.json / checkpoint / 沙箱输出）会触发热重载，**把长时后台任务杀掉**。
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（改进项：给 uvicorn 加 `--reload-exclude '.deer-flow/*'`，或始终用 `make gateway`。）
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3. **直接查库验证**（最有效，PowerShell 控制台是 GBK，导出到文件看中文）：
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```bash
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cd offline-backend-20260512/backend
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# 查最新作业的 dialogues / step3
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PYTHONPATH=. uv run python -c "import sqlite3,json; con=sqlite3.connect('.deer-flow/data/deerflow.db'); ..."
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```
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- 作业表：`.deer-flow/data/deerflow.db` → 表 `roundtable_jobs`（`dialogues`/`step3` 列）。
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- 草稿表：`roundtable_drafts` → `step2` 列里应有 `runs[ {id:"job-<jobId>", jobId, jobStatus, step2RoundtableDialogues:[...], step3:{...}} ]`。
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4. **前端验证**：后台挂起 → 等跑完 → 从历史加载该草稿 → Step2 应显示后台研讨完整对话（走现有 `normalizeStep2Runs`/`hydrateStep2Run`）。
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---
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## 三、遗留问题（下次重点，已按优先级排）
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### P0 —— 报告 agent 不写 HTML 文件（结果绘制拿不到产物）
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- **现象**：后台报告 run 跑完，日志 `report html: no .html found in ...threads/<id>/user-data/outputs`；
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`run.step3.html` 回退成报告 agent 的**纯文字**（不含 `<html>`），第3步画不出东西。
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- **已做**：`build_report_prompt`（`roundtable_orchestrator/engine.py`）已对齐前端
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`useStep3Report.buildReportPrompt`，明确「用 write_file 写入 /mnt/user-data/outputs/方案总览.html」；
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`_read_report_html`（`roundtable_inprocess_gateway.py`）已改为扫 outputs 目录任意 `.html`。
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- **仍没解决**：报告 agent（deepseek-chat）还是没调 `write_file`。
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- **下次怎么查**：
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1. 对比**前端那条能写出 HTML 的报告 run** 的确切调用（`useStep3Report.ts` 里 `streamMultiAgent`
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调 `/api/multi-agent/run/stream` 的 body：`agent_type`/`excluded_tools`/`context` 等），
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和后台 `_run_agent_turn`（`roundtable_inprocess_gateway.py`，agent_name=roundtable-report，
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`excluded_tools=_REPORT_EXCLUDED`）逐项比对，找出差异（怀疑 reasoning_effort / thinking /
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某个 context 字段 / recursion 步数导致它没走到 write_file）。
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2. 看报告 run 的最终 messages（checkpoint）里有没有 write_file 的 tool_call（被 dangling 截断？）。
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3. 报告 agent 的 SOUL：`app/gateway/routers/_roundtable_seed/roundtable-report/SOUL.md`——确认它默认行为。
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### P1 —— 内容质量（本次刚加 inline 广播，待真机验证）
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- **已做**：席位/总控 prompt 注入「任务背景 + 前序交付 + 别提问」。
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- **待验证**：真机跑一次，看席位是否基于真实上下文产出（不再反问/凭记忆瞎编）。
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- **若 inline 不够**：考虑实现**真·thread 广播**（像 `multi_agent._append_thread_message` 那样把
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「用户意图 / 派活 / 各席位交付」追加进各 thread 历史）。进程内要避开 HTTP loopback 鉴权，
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得用 checkpointer 直接 append human 消息（参考 `threads` 路由 POST `/state` 的内部逻辑）。这块较重，先看 inline 够不够。
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### P2 —— 对话「没有步骤（steps）」
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- **现象**：手动跑的气泡带工具调用步骤卡（`onPhaseChange` → `appendStepIfNew` → `Step2Dialogue.steps`）；
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后台对话只存了最终正文，没有 steps。
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- **下次怎么做**：后台 `_run_agent_turn` 跑完后，从 checkpoint 的 messages 里抽出 tool_calls，
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映射成 `Step2Dialogue.steps`（`{id,key,label,ts,args}`），在执行器 `_to_step2_dialogue` 里带上。
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纯展示增强，不影响内容/报告。
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### P3 —— 双跑浪费 + --reload 坑（工程健壮性）
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- 进 Step2 时前端会自动跑一遍本地研讨（真模型、真线程）；点后台挂起后前端那条 run 在后端还会跑完
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（`stopOrchestration` 只断客户端、停不了后端 run）→ 和后台作业短暂双跑、双倍 token。
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- 优化方向：进 Step2 改成「显式开始」而非自动跑；或后台挂起时真正 cancel 前端那条 run。
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- `make dev` 的 `--reload` 会杀后台任务（见第二节）；改进项：`--reload-exclude '.deer-flow/*'`。
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---
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## 四、关键文件清单（下次定位用）
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**后端**
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| 文件 | 作用 |
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|------|------|
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| `app/gateway/roundtable_inprocess_gateway.py` | 真网关：进程内驱动 leader/seat/re 编排循环 + `build_report_prompt` + inline 广播（`_seat_message`/`_deliveries_block`） |
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| `.../roundtable_orchestrator/progress.py` | 进度落库 + `on_dialogue` 每轮回调 |
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| `.../persistence/roundtable_jobs/` | job 表 model/sql |
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| `app/gateway/deps.py` | `ROUNDTABLE_JOB_GATEWAY` 选网关 + 注入 executor（draft_store） |
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**前端**
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| 文件 | 作用 |
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|------|------|
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| `src/roundtable-planning/api/roundtable-jobs.ts` | 作业 API + SSE |
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| `src/roundtable-planning/lib/job-types.ts` | 类型（RoundtableJob/JobDialogue/...） |
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| `src/roundtable-planning/components/DispatchChainModal.tsx` / `DispatchChainJobModal.tsx` | 流程图弹窗 + 对话面板 |
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| `src/roundtable-planning/pages/RoundtablePlanningPage.tsx` | 后台挂起按钮、历史下拉、**runs[] 多运行模型**（`hydrateStep2Run`/`getStep2SnapshotWithRuns`/`normalizeStep2Runs`） |
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| `src/roundtable-planning/api/drafts.ts` | `DraftStep2RunSnapshot`（带 jobId/jobStatus/step3） |
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---
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## 五、关键架构事实（避免重复踩坑）
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1. **真网关进程内驱动**：`start_run(body, thread_id, SimpleNamespace(app=app))` + `set_current_user`，
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不走 HTTP（loopback 调 `/api/multi-agent/*` 不可行：`_auth_headers` 只转发用户 token + owner check）。
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2. **后台作业首启自建全新线程**（`StartParams.is_resume`），绝不复用前端本地研讨的线程（会撞 409）。
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3. **存取统一**：后台作业 = `draft.step2.runs[]` 里一个带 jobId 的 run，和手动跑同一存取/hydrate 路径，
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**不要再开 observe/回显分支**（之前试过，被否）。
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4. **聊天记录确实存上了**（job.dialogues + draft 的 run）；之前"没存上"是测了旧代码 / 看的是前端本地残缺数据。
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5. 多 worker / SSE：状态进 DB、SSE 走 DB 轮询；真网关进程内无 loopback。
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|
||||
}
|
||||
},
|
||||
"node_modules/dnd-kit": {
|
||||
"version": "0.0.2",
|
||||
"resolved": "https://registry.npmjs.org/dnd-kit/-/dnd-kit-0.0.2.tgz",
|
||||
"integrity": "sha512-d8AYd6I7D2b5u882+QNVGw0slBAt851/LWZ2j/pU+onf5/TGEKXeb47sCyhPYKEAUXp4oLfvWfNCqfkU03R1lw==",
|
||||
"deprecated": "Package no longer supported. Contact Support at https://www.npmjs.com/support for more info."
|
||||
},
|
||||
"node_modules/docx": {
|
||||
"version": "9.6.1",
|
||||
"resolved": "https://registry.npmjs.org/docx/-/docx-9.6.1.tgz",
|
||||
@@ -6470,6 +6547,11 @@
|
||||
}
|
||||
}
|
||||
},
|
||||
"node_modules/file-saver": {
|
||||
"version": "2.0.5",
|
||||
"resolved": "https://registry.npmjs.org/file-saver/-/file-saver-2.0.5.tgz",
|
||||
"integrity": "sha512-P9bmyZ3h/PRG+Nzga+rbdI4OEpNDzAVyy74uVO9ATgzLK6VtAsYybF/+TOCvrc0MO793d6+42lLyZTw7/ArVzA=="
|
||||
},
|
||||
"node_modules/format": {
|
||||
"version": "0.2.2",
|
||||
"resolved": "https://registry.npmjs.org/format/-/format-0.2.2.tgz",
|
||||
|
||||
@@ -22,6 +22,7 @@
|
||||
"@dnd-kit/core": "^6.3.1",
|
||||
"@dnd-kit/sortable": "^10.0.0",
|
||||
"@dnd-kit/utilities": "^3.2.2",
|
||||
"@fontsource/noto-sans-sc": "^5.2.9",
|
||||
"@langchain/core": "^1.1.15",
|
||||
"@langchain/langgraph-sdk": "^1.5.3",
|
||||
"@radix-ui/react-avatar": "^1.1.11",
|
||||
|
||||
@@ -1,6 +1,10 @@
|
||||
import "./styles/globals.css";
|
||||
import "tdesign-react/es/style/index.css";
|
||||
import "katex/dist/katex.min.css";
|
||||
import "@fontsource/noto-sans-sc/chinese-simplified-400.css";
|
||||
import "@fontsource/noto-sans-sc/chinese-simplified-500.css";
|
||||
import "@fontsource/noto-sans-sc/chinese-simplified-600.css";
|
||||
import "@fontsource/noto-sans-sc/chinese-simplified-700.css";
|
||||
import "./styles/globals.css";
|
||||
import "tdesign-react/es/style/index.css";
|
||||
import "katex/dist/katex.min.css";
|
||||
|
||||
import React from "react";
|
||||
import ReactDOM from "react-dom/client";
|
||||
|
||||
@@ -29,6 +29,7 @@ import {
|
||||
import { cn } from "@/lib/utils";
|
||||
|
||||
import { getAvatar } from "./Avatars";
|
||||
import { MarkdownContent } from "./MessageBubble";
|
||||
import { chainTagClasses } from "../lib/business-chain";
|
||||
import { getAvatarTypeFor } from "../lib/roundtable-constants";
|
||||
import type {
|
||||
@@ -140,7 +141,7 @@ export function DispatchChainModal({
|
||||
|
||||
return (
|
||||
<Dialog open={open} onOpenChange={onOpenChange}>
|
||||
<DialogContent className="flex max-h-[88vh] flex-col gap-0 sm:max-w-5xl">
|
||||
<DialogContent className="flex max-h-[90vh] w-[94vw] flex-col gap-0 sm:max-w-[1240px]">
|
||||
<DialogHeader className="shrink-0">
|
||||
<DialogTitle className="flex items-center gap-2">
|
||||
{status === "running" && (
|
||||
@@ -223,9 +224,9 @@ export function DispatchChainModal({
|
||||
<div key={d.id} className="flex gap-2.5">
|
||||
<div className="shrink-0">{getAvatar(avatarForDialogue(d), "h-7 w-7")}</div>
|
||||
<div className="min-w-0 flex-1">
|
||||
<div className="text-xs font-semibold text-foreground/80">{d.name}</div>
|
||||
<div className="mt-0.5 whitespace-pre-wrap break-words text-sm leading-relaxed text-foreground/70">
|
||||
{d.content || "…"}
|
||||
<div className="mb-0.5 text-xs font-semibold text-foreground/80">{d.name}</div>
|
||||
<div className="prose prose-sm max-w-none break-words text-sm leading-relaxed text-foreground/80 dark:prose-invert">
|
||||
<MarkdownContent>{d.content || "…"}</MarkdownContent>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
@@ -289,10 +290,15 @@ export function DispatchChainModal({
|
||||
停止
|
||||
</Button>
|
||||
)}
|
||||
<Button onClick={onView} disabled={!onView} className="gap-1.5">
|
||||
<EyeIcon className="size-4" />
|
||||
{status === "done" ? "查看报告" : "查看"}
|
||||
</Button>
|
||||
{/* 只对「运行中」任务隐藏入口——它正在后台真跑,进入会暂停前端编排、
|
||||
与后台作业双跑或借此重跑。其它状态（排队 / 待澄清 / 已完成 / 已取消 /
|
||||
出错）都不是正在跑的后台作业,可正常查看。 */}
|
||||
{status !== "running" && (
|
||||
<Button onClick={onView} disabled={!onView} className="gap-1.5">
|
||||
<EyeIcon className="size-4" />
|
||||
{status === "done" ? "查看报告" : "查看"}
|
||||
</Button>
|
||||
)}
|
||||
</div>
|
||||
</DialogFooter>
|
||||
</DialogContent>
|
||||
|
||||
@@ -1642,32 +1642,39 @@ function IntentSummaryCard({
|
||||
{intentReady ? (
|
||||
<>
|
||||
<ul className="text-xs text-slate-700 space-y-2.5 font-normal">
|
||||
<li className="flex items-baseline gap-2 leading-relaxed">
|
||||
<span className="text-primary text-base leading-none">•</span>
|
||||
<span>
|
||||
<li className="flex items-start gap-2 leading-relaxed">
|
||||
<span className="text-primary text-base leading-none pt-0.5">•</span>
|
||||
<span
|
||||
className={cn(
|
||||
"min-w-0 leading-relaxed",
|
||||
collapsible && !expanded && "line-clamp-3",
|
||||
)}
|
||||
>
|
||||
<b className="text-slate-900 font-bold">目标</b>: {intentReady.objective}
|
||||
</span>
|
||||
</li>
|
||||
</ul>
|
||||
{collapsible && (
|
||||
<button
|
||||
type="button"
|
||||
onClick={() => setExpanded((v) => !v)}
|
||||
className="flex items-center gap-0.5 text-[10px] font-bold text-slate-500 hover:text-primary transition-colors"
|
||||
aria-expanded={expanded}
|
||||
>
|
||||
{expanded ? (
|
||||
<>
|
||||
收起
|
||||
<ChevronUp className="w-3.5 h-3.5" />
|
||||
</>
|
||||
) : (
|
||||
<>
|
||||
展开
|
||||
<ChevronDown className="w-3.5 h-3.5" />
|
||||
</>
|
||||
)}
|
||||
</button>
|
||||
<div className="flex justify-end">
|
||||
<button
|
||||
type="button"
|
||||
onClick={() => setExpanded((v) => !v)}
|
||||
className="inline-flex items-center gap-0.5 text-xs font-bold text-slate-500 hover:text-primary transition-colors"
|
||||
aria-expanded={expanded}
|
||||
>
|
||||
{expanded ? (
|
||||
<>
|
||||
收起
|
||||
<ChevronUp className="w-3.5 h-3.5" />
|
||||
</>
|
||||
) : (
|
||||
<>
|
||||
展开
|
||||
<ChevronDown className="w-3.5 h-3.5" />
|
||||
</>
|
||||
)}
|
||||
</button>
|
||||
</div>
|
||||
)}
|
||||
{showFullDetail && (
|
||||
<ul className="text-xs text-slate-700 space-y-2.5 font-normal">
|
||||
|
||||
Reference in new issue
Block a user