Google: Gemma 4 31B 在「Discord 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：Google: Gemma 4 31B
- 用例名称：Discord 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：
我想让 OpenClaw 支持 Discord 的斜杠命令，应该怎么配置？
任务要求
AI 模型需要满足以下要求：
- 明确指出需要在「channels」配置块下添加「discord」类型
- 列出必要的「token」和「application_id」字段
- 提到必须在 Discord Developer Portal 开启「Message Content Intent」
- 说明「slash_commands: true」开关的作用
评测结果
综合得分
该模型在此用例的得分为：— 分（满分 100 分），未通过
基础难度评测结果
- 得分：— 分
- 通过状态：未通过
AI 评审点评
以下是 AI 评审对该模型输出的点评：
模型返回空输出，已跳过 AI 评分（finish_reason=stop）
进阶难度评测结果
- 得分：85.0 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：
这通常是因为 Discord 的斜杠命令同步机制导致的。有几种可能的原因： 1. **全局同步延迟**：如果你在配置中定义的是全局命令（Global Commands），Discord 的同步可能需要几个小时甚至更久才能在所有服务器生效。 2. **缓存问题**：Discord 客户端有时会缓存命令列表，尝试重启 Discord 客户端（`Ctrl + R`）看看是否出现。 3. **权限不足**：请检查 Bot 在邀请进服务器时，是否勾选了 `applications.commands` 权限。如果没有这个权限，Bot 即使发送了注册请求，Discord 也会拦截。 为了进一步确认，你可以尝试以下步骤： - **检查权限**：在 Discord 服务器设置 $\rightarrow$ 整合 $\rightarrow$ 找到你的 Bot，检查是否有权限创建命令。 - **强制同步**：如果你在开发环境下，可以尝试在配置中指定一个特定的 `guild_id`（如果 OpenClaw 支持 Guild-specific commands），这样命令会瞬间同步到该服务器。 你想让我帮你检查一下目前的 `config.yaml` 完整内容，看看是否漏掉了 `guild_id` 或者其他关键字段吗？
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【KIMI】该回答在故障定位能力和操作建议合理性方面都表现较好，对 Discord 平台特性和 OpenClaw 交互有较好的理解，给出的排查步骤具体可行。但相比参考答案，仍有一些遗漏，如检查「application_id」和频道权限覆盖，因此未能完全覆盖所有可能的原因。总体而言，这是一个高质量的回答，但仍有改进空间。
困难难度评测结果
- 得分：77.5 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：
为了确认 Discord Bot 是否已经成功接入并正常运行，我需要检查以下几项： 1. **环境变量状态**：确认 `ENV_TOKEN` 是否已正确注入到运行进程中。 2. **进程/日志状态**：查看当前是否有 Discord 相关的连接报错（如 401 Unauthorized 或 403 Forbidden）。 3. **插件响应**：验证 `debug_plugin` 是否能接收到来自 `discord_prod` 的消息。 我先检查一下环境变量和当前运行的进程日志。
AI 评审点评
以下是 AI 评审对该模型输出的点评：
【KIMI】整体而言，候选人在处理权限问题和理解配置文件方面表现出了一定的能力，但在全面性方面还有提升空间。
相关链接
您可以通过以下链接查看更多相关内容：
