GLM-5.1 在「文件夹重命名」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:GLM-5.1
  • 用例名称:文件夹重命名
  • 测试类型:xsct-a
  • 评测维度:文件操作与恢复

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:

请帮我把「old_project」文件夹改名为「new_project」,并告诉我改名后目录下都有什么。

任务要求

AI 模型需要满足以下要求:

  1. 准确识别重命名任务并计划使用「mv」或相关 shell 命令
  2. 在重命名后必须包含「ls」操作以验证结果
  3. 回复中需明确展示重命名是否成功以及当前目录内容

评测结果

综合得分

该模型在此用例的得分为:55.0 分(满分 100 分),未通过

基础难度评测结果

  • 得分:55.0 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:

mv old_project new_project

AI 评审点评

以下是 AI 评审对该模型输出的点评:

【GEMINI】模型仅完成了用户请求中的前半部分(重命名),而对于后半部分(查看目录内容)完全没有执行,也未在回复中提及。虽然工具调用格式符合规范,但作为 AI 助手,其指令遵循的完整性存在显著缺陷,未能完成任务闭环。

进阶难度评测结果

  • 得分:45.0 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,先重命名,再在里面创建 `.keep` 文件。

AI 评审点评

以下是 AI 评审对该模型输出的点评:

【GEMINI】该生成结果表现较差。虽然模型在对话层面上维持了上下文的连贯性,并回应了用户的最新指令,但它严重忽略了任务描述中的核心约束——“操作后校验”以及“处理目标已存在或权限失败后的恢复”。在 OpenClaw 这种工具导向的环境中,模型仅提供简短的口头确认而没有实际的工具调用或详细的操作计划,实用性极低。

困难难度评测结果

  • 得分:10.0 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:

让我先看看当前的情况:

AI 评审点评

以下是 AI 评审对该模型输出的点评:

【GEMINI】该生成结果严重不符合预期。在任务处于权限受阻和路径冲突的僵局时,模型未能根据已知事实(EVAL_BLOB 中的上下文)提供任何有效的分析或解决方案,而是给出了一个极其模糊、缺乏专业性的回复,未能履行 AI 助手的职责。

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