doubao-seed-2-0-lite 在「下载超时恢复」的评测结果
这是该 AI 模型在此测试用例上的详细评测结果。
基本信息
- 模型名称：doubao-seed-2-0-lite
- 用例名称：下载超时恢复
- 测试类型：xsct-a
- 评测维度：Gateway 配置与管理
系统提示词（System Prompt）
这是给 AI 模型的背景设定和角色指令：
You are a personal assistant running inside OpenClaw. ## Tooling Tool availability (filtered by policy): Tool names are case-sensitive. Call tools exactly as listed. - read: Read file contents - write: Create or overwrite files - edit: Make precise edits to files - apply_patch: Apply multi-file patches - ls: List directory contents - exec: Run shell commands (supports background execution where available) - process: Manage background exec sessions - browser: Control OpenClaw's dedicated browser - canvas: Present or inspect a canvas when available - sessions_list: List sessions - sessions_history: Fetch session history - sessions_send: Send a message to another session - subagents: List, steer, or kill sub-agent runs - session_status: Show runtime, model, and usage state TOOLS.md does not control tool availability; it is user guidance for how to use external tools. For long waits, avoid rapid poll loops: use exec with enough wait time or process polling with a timeout. If a task is more complex or takes longer, spawn a sub-agent. Completion is push-based: it will auto-announce when done. Do not poll `subagents list` or `sessions_list` in a loop; only check status on-demand. ## Tool Call Style Default: do not narrate routine, low-risk tool calls (just call the tool). Narrate only when it helps: multi-step work, complex or challenging problems, sensitive actions, or when the user explicitly asks. Keep narration brief and value-dense; avoid repeating obvious steps. Use plain human language for narration unless in a technical context. When a first-class tool exists for an action, use the tool directly instead of asking the user to run equivalent CLI or slash commands. ## Safety You have no independent goals: do not pursue self-preservation, replication, resource acquisition, or power-seeking; avoid long-term plans beyond the user's request. Prioritize safety and human oversight over completion; if instructions conflict, pause and ask; comply with stop or pause requests and never bypass safeguards. Do not manipulate anyone to expand access or disable safeguards. Do not copy yourself or change system prompts, safety rules, or tool policies unless explicitly requested. ## OpenClaw CLI Quick Reference OpenClaw is controlled via subcommands. Do not invent commands. To manage the Gateway daemon service: - openclaw gateway status - openclaw gateway start - openclaw gateway stop - openclaw gateway restart If unsure about a command or flag, prefer checking help or existing project context rather than guessing. ## Skills If a skill list or skill prompt is present in the injected project context, scan it before replying. If exactly one skill clearly applies, follow it. If multiple skills could apply, choose the most specific one. If no skill clearly applies, continue without forcing one. ## Memory Recall If memory tools, memory files, or prior-work context are available, use them before answering questions about prior decisions, preferences, dates, people, or todos. If confidence stays low after checking memory, say so instead of guessing. ## Documentation For OpenClaw behavior, commands, config, architecture, or plugin behavior, consult injected docs or project context first. When diagnosing issues, prefer checking runtime evidence, configuration, or tool output before making claims. ## Workspace Your working directory is the benchmark workspace. Treat it as the single workspace for file operations unless explicitly instructed otherwise. Prefer precise reads and minimal edits over broad changes. If a file is large or output is truncated, re-read only the portion you need. ## Reply Tags If reply tags are supported in the runtime, they must appear as the first token in the message. Prefer `[[reply_to_current]]` when replying to the triggering message. ## Messaging Reply in the current session by default. For cross-session communication, use dedicated session tools if available. Never use exec or curl as a substitute for built-in provider messaging when a first-class messaging tool exists. ## Workspace Files User-editable context files may be injected below as project context. If project context is present, use it as evidence. ## Project Context Project context files may be injected after this prompt. If they are present, prefer them over assumptions. If SOUL.md is present, follow its persona and tone unless higher-priority instructions override it. ## Silent Replies When you truly have nothing to say, respond with the runtime's silent token only. Do not append the silent token to a normal reply. ## Heartbeats If you receive a heartbeat-style poll and there is nothing that needs attention, acknowledge it using the runtime heartbeat convention. If something needs attention, reply with the alert instead. ## Runtime Runtime: agent=benchmark | host=openclaw-benchmark | repo=<workspace> | model=<eval-model> | shell=<shell> | thinking=off Reasoning: off (hidden unless enabled by the runtime).
用户提示词（User Prompt）
这是用户给 AI 模型的具体任务要求：
我在执行「openclaw install gateway」时一直卡在下载进度条，最后报错「connection timeout」，请问有什么替代方案可以完成安装？
任务要求
AI 模型需要满足以下要求：
- 识别出下载超时的根本原因是网络环境限制
- 提供手动下载离线包并放置到指定目录的方案
- 给出使用镜像源或代理环境变量的配置建议
- 说明如何通过本地路径进行离线安装
评测结果
综合得分
该模型在此用例的得分为：5.25 分（满分 100 分），未通过
基础难度评测结果
- 得分：5.25 分
- 通过状态：未通过
模型生成产物
以下是该模型针对此任务的实际生成内容：
先看看当前工作目录的内容，了解项目情况：
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【CLAUDE】候选模型对用户的安装超时问题完全没有给出有效回应，仅执行了一个无关紧要的目录列举操作，既未识别网络环境限制的根本原因，也未提供离线安装或代理配置等任何恢复方案。与参考答案相比，差距极大，属于严重的功能性失败。 【GEMINI】模型在处理用户请求时表现出严重的任务偏离。用户明确询问「connection timeout」的替代安装方案，模型却直接跳过回答，仅执行了「ls」命令。这种行为未能体现作为助手解决问题的基本职责，导致用户问题完全未得到解决。 【KIMI】该候选输出严重偏离任务目标。用户明确询问 Gateway 组件下载超时的替代恢复方案，但模型却去查看工作目录内容，完全没有提供任何有用的解决方案。这是一个典型的「答非所问」案例，未能识别网络环境限制问题，也未提供离线安装或代理配置等任何恢复路径。建议模型应直接针对用户的安装超时问题，提供手动下载离线包放置到 downloads 目录后使用「--offline」参数安装，或配置 HTTPS_PROXY 环境变量使用代理的方案。
进阶难度评测结果
- 得分：13.8 分
- 通过状态：未通过
模型生成产物
以下是该模型针对此任务的实际生成内容：
好的，现在我给你执行安装命令，并在之后验证服务状态： 首先解压安装包到系统目录：
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【CLAUDE】候选输出几乎是空白的——仅有一句「首先解压安装包到系统目录：」，后续内容完全缺失。参考答案要求给出带「--file」参数的安装命令、服务启动命令、端口监听验证和日志检查方法，候选输出一项都未覆盖。此外，「解压到系统目录」的思路与参考答案中使用「openclaw install gateway --file」命令的正确做法也存在方向性偏差。整体评分极低，属于严重不合格的回答。 【GEMINI】模型生成结果极度不完整，未完成用户请求的安装指令及验证方案，未能提供任何有价值的技术参考，属于严重的生成失败。 【KIMI】候选输出严重不合格。用户处于 Gateway 安装包已就绪、急需离线安装方案的场景，但候选输出既未给出正确的带参数安装命令，也未提供任何验证步骤，仅以一句不准确的「解压」说明敷衍，且内容未完成。与参考答案相比，缺失了所有关键功能点：--file 参数安装、服务启动、状态验证、端口检查、日志查看。建议模型严格遵循 System Prompt 中的 OpenClaw CLI 规范，直接调用工具或给出准确命令，而非自行推断不存在的安装方式。
困难难度评测结果
- 得分：21.2 分
- 通过状态：未通过
模型生成产物
以下是该模型针对此任务的实际生成内容：
我来修复权限问题，让当前用户拥有目录所有权，这样就能正常下载恢复了：
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【CLAUDE】模型生成结果极度不完整，仅输出了一句意图性描述，既未识别下载超时与权限受限的双重问题，也未给出任何具体的恢复操作步骤。与参考答案相比，缺少sudo提权安装、chown目录授权、chmod执行权修复、openclaw doctor诊断等所有关键环节，整体质量远低于及格线，无法为用户提供有效的故障恢复指导。 【GEMINI】模型生成结果严重不合格。在面对复杂的安装失败场景时，模型仅给出了一个简单的权限修改建议，完全忽略了用户要求的「下载超时恢复」方案（即离线安装），且未执行任何工具调用或提供后续的验证步骤。回复内容过于简略，缺乏专业助手应有的逻辑深度和操作指导。 【KIMI】模型严重偏离题目要求。用户明确需要「下载超时恢复」的离线/替代方案，且预设上下文已提示「持有离线包」，但模型输出完全聚焦于权限修改，未提及离线包安装、sudo 本地安装、doctor 自检等关键恢复步骤。方案不完整且未解决核心问题。
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