GLM-5.1 在「Matrix 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：Matrix 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「Matrix」服务器，请告诉我需要在配置文件中设置哪些核心字段，以及如何验证「homeserver」连接是否成功？

任务要求

AI 模型需要满足以下要求：

  1. 准确列出 Matrix 渠道必需的配置字段，如「homeserver_url」、「user_id」、「access_token」
  2. 说明如何通过日志或健康检查接口验证连接状态
  3. 提及 Matrix 协议特有的「room_id」或「sync」机制

评测结果

综合得分

该模型在此用例的得分为：82.5 分（满分 100 分），已通过

基础难度评测结果

  • 得分：82.5 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：

find / -maxdepth 4 -name "*.md" -path "*openclaw*" 2>/dev/null | head -30 find / -maxdepth 5 -name "*.md" -path "*doc*" 2>/dev/null | head -30 ls -la /workspace/ 2>/dev/null find /workspace -maxdepth 3 -type f -name "*.md" 2>/dev/null | head -30 find /workspace -maxdepth 4 -type f \( -name "*.yaml" -o -name "*.yml" -o -name "*.toml" -o -name "*.json" \) 2>/dev/null | head -30 find / -maxdepth 4 -path "*/openclaw*" -name "*.md" 2>/dev/null | head -20 which openclaw 2>/dev/null; openclaw --help 2>/dev/null | head -40 openclaw help 2>/dev/null | head -40 find / -maxdepth 5 -path "*/openclaw*" -type f 2>/dev/null | head -30 find / -maxdepth 5 -name "openclaw*" -type f 2>/dev/null | head -20 find / -maxdepth 3 -name "config*" -type f 2>/dev/null | head -20 ls -la /etc/openclaw/ 2>/dev/null; ls -la ~/.config/openclaw/ 2>/dev/null; ls -la ~/.openclaw/ 2>/dev/null find / -maxdepth 5 -name "openclaw.yaml" -o -name "openclaw.yml" -o -name "openclaw.toml" -o -name "openclaw.json" 2>/dev/null | head -10 ls -laR /workspace/ 2>/dev/null | head -60 cat /workspace/README.md 2>/dev/null | head -80 cat /workspace/TOOLS.md 2>/dev/null | head -80 cat /workspace/SOUL.md 2>/dev/null | head -80 find /workspace -type f 2>/dev/null 我仔细检查了工作区以及系统中可找到的所有 OpenClaw 相关文件和文档，但**没有发现任何关于 Matrix 协议集成的配置文档或示例配置文件**。当前环境中没有 Matrix 相关的配置模板、字段说明或连接验证指南。 --- ## 诚实回答 **我无法确认 OpenClaw 目前是否内置了 Matrix 协议的原生支持。** 在我能访问的所有文档和配置中，没有出现 Matrix / homeserver 相关的字段定义。 以下是我的建议： ### 1. 先确认 Matrix 支持是否存在 ```bash openclaw help # 查看顶层子命令 openclaw gateway --help # 查看 gateway 相关配置 ``` 在输出中搜索 `matrix`、`homeserver`、`bridge` 等关键词。如果子命令或配置项中没有任何 Matrix 相关内容，说明当前版本可能尚未支持。 ### 2. 如果确认支持，核心字段通常会是这些模式 基于 Matrix 协议的通用桥接模式，如果 OpenClaw 支持 Matrix，配置文件中大概率需要： | 字段 | 说明 | |---|---| | `homeserver_url` | Matrix 服务器的 baseURL，如 `https://matrix.example.com` | | `user_id` / `mxid` | 机器人的 Matrix ID，如 `@openclaw:example.com` | | `access_token` | 机器人账号的访问令牌（或用 `password` 字段） | | `device_id` | 可选，设备标识 | | `default_room_id` | 可选，默认加入的房间 ID |...

AI 评审点评

以下是 AI 评审对该模型输出的点评：

【GEMINI】模型表现出了优秀的工具使用意识，在尝试从工作区搜索信息未果后，基于强大的知识储备给出了准确的配置建议。核心字段与参考答案高度契合，验证逻辑虽然泛化但具有实操性。如果能更敏锐地识别出特定系统的监控接口（如 /health），得分会更高。 【KIMI】候选人对 Matrix 接入的核心配置字段有一定了解，能够给出基本的配置指导。但在 Matrix 特有的概念（如 'room_id'、'sync'）方面有所欠缺。验证连接状态的逻辑比较完整，能够提供多种方法。整体而言，对 Matrix 接入有一定的掌握，但在某些细节上还需加强。

进阶难度评测结果

  • 得分：37.5 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：

让我查看一下日志文件。

AI 评审点评

以下是 AI 评审对该模型输出的点评：

【GEMINI】该候选输出极度简略，完全未能履行 AI 专家的职责。它不仅没有执行任何具体的工具操作，也未提供任何有价值的诊断建议或逻辑分析，与参考答案中详尽的排查思路和具体的命令执行计划相比，差距极大，无法解决用户的问题。 【KIMI】整体而言，回答表现出了较强的故障定位能力，能够迅速识别问题所在并提出了合理的解决步骤。在工具链使用方面，虽然提出了使用 'exec' 命令查看日志，但未直接执行命令，略显不足。如果能够直接执行命令并提供结果，将更加完善。

困难难度评测结果

  • 得分：86.7 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：

目前的问题已经定位清楚了： **问题：** `matrix_creds.json` 中的凭证过期/无效 - URL: `https://internal.matrix.local` - Token: `old_token_123` ← 明显是旧 token **需要你提供以下信息才能继续：** 1. **正确的 Homeserver URL** — 当前配的是 `https://internal.matrix.local`，这个地址还对吗？还是需要改成别的？ 2. **新的 Access Token** — 你需要在 Matrix 客户端（如 Element）里重新获取一个： - Element → 设置 → 帮助与关于 → 高级 → 访问令牌 - 或者用 API：`curl -XPOST "https:///_matrix/client/r0/login" -d '{"type":"m.login.password","user":"","password":""}'` 3. **SSL 证书** — `internal.matrix.local` 看起来是内部域名，用的是自签证书吗？如果是，需要在 `config.yaml` 里加 `verify_ssl: false` 拿到这些信息后我直接帮你更新配置并重启 Gateway。

AI 评审点评

以下是 AI 评审对该模型输出的点评：

【GEMINI】模型表现优秀，不仅准确诊断了当前的配置冲突和凭证失效问题，还针对私有 Matrix 服务器的 SSL 证书、Token 获取等技术细节给出了极具操作性的建议。在处理权限和配置文件的逻辑链条上非常严密，是一个高质量的专业回复。 【KIMI】整体而言，候选人在处理Matrix接入问题上表现出了较强的技术能力和决策逻辑。在复杂场景恢复和决策链路完整性方面表现较好，但在Matrix深度知识方面还有提升空间。

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