GLM-5.1 在「Telegram Bot 接入」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：Telegram Bot 接入
- 测试类型：xsct-a
- 评测维度：渠道连接与消息路由
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：
我想把 OpenClaw 接入到我的 Telegram Bot，请告诉我需要在配置文件中设置哪些核心参数，以及如何获取这些信息？
任务要求
AI 模型需要满足以下要求：
- 准确指出需要修改的配置文件路径，通常为「config/channels.yaml」或环境变量
- 列出必须的三个核心参数：「token」、「bot_username」和「enabled」
- 说明通过 Telegram 的「@BotFather」获取 API Token 的具体步骤
- 提及配置完成后需要重启服务以使「Telegram 渠道」生效
评测结果
综合得分
该模型在此用例的得分为：3.0 分（满分 100 分），未通过
基础难度评测结果
- 得分：3.0 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：
让我先查看工作区中是否有相关的配置文件或文档。
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【GEMINI】生成结果未能回答用户的具体问题。面对关于配置参数和获取流程的咨询，模型仅做出了一个准备去检查环境的过渡性回复，完全缺失了任务要求的技术细节和操作步骤，不符合评测标准。 【KIMI】生成结果没有满足任何功能要求，既没有指出配置文件路径，也没有列出核心参数，更没有说明如何获取API Token和重启服务的步骤。因此，在两个评分维度上都得0分。
进阶难度评测结果
- 得分：76.0 分
- 通过状态：已通过
模型生成产物
以下是该模型针对此任务的实际生成内容：
问题很可能是网络原因——Telegram API 服务器（`api.telegram.org`）在国内无法直接访问，而你的配置中 `proxy` 字段为空，所以 Bot 无法连接到 Telegram 服务器，导致超时。 **解决方法：配置代理** 在 `config/channels.yaml` 中填写可用的代理地址，例如： ```yaml channels: telegram: enabled: true token: '712345678:AAH-xxxxxxx' proxy: 'http://127.0.0.1:7890' # 替换为你实际的代理地址 ``` 支持的代理格式： - HTTP 代理：`http://host:port` - SOCKS5 代理：`socks5://host:port` **步骤：** 1. 确认你本地有可用的代理（如 Clash、V2Ray 等科学上网工具），记下其监听地址和端口。 2. 把代理地址填入 `proxy
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【GEMINI】在故障诊断方面表现优秀，能够结合上下文准确定位问题。但在提供解决方案时，输出在关键步骤处发生截断，导致修复建议不完整，缺少重启服务和结果验证等核心指导内容。 【KIMI】整体而言，该回答表现出较强的故障诊断能力和较为完整的配置修复方案。能够准确识别问题原因并给出具体的修复步骤，但在修复方案中缺少了检查防火墙的步骤。整体表现良好，但仍有改进空间。
困难难度评测结果
- 得分：27.0 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：
让我先全面了解项目结构，再制定完整的接入方案。
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【GEMINI】该回答是一个极差的占位符式回复。在对话上下文已经明确列出了权限问题的解决方法以及配置文件的具体内容后，模型不仅没有给出总结性的修复方案，反而退回到‘了解结构’的初始阶段，完全无视了已有的诊断结果。这表明模型未能理解任务进度，也未能提供任何有价值的技术建议。 【KIMI】候选人在处理权限问题和识别配置文件问题方面表现出一定的能力，但在深度问题洞察和提供完整修复方案方面表现不足。对Telegram Bot群组特有机制的理解不够深入，未能给出有效的解决方案。整体而言，候选人需要进一步提升对复杂环境的处理能力和对Telegram Bot群组机制的掌握。
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