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工程 Engineering

性能调查、预发复现、升级与工程值班相关用法。 当前 22 条，均来自 categories 含「engineering」的记录。 Performance investigations, staging repros, escalations, and engineering on-call. 22 items whose categories include “engineering”.

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社区 Community + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Compound Engineering：给 Grok Bot 用的工程循环插件 Compound Engineering: engineering-loop plugin Grok Bot can load

Compound Engineering: engineering-loop plugin Grok Bot can load

Every Inc 的官方 Compound Engineering 插件（Cursor 市场）：把 brainstorm → plan → work → simplify → review → compound 做成可调用 Skill。README 写明 Grok Bot 共用 Cursor 账号与插件库——装一次即可被 Bot 加载，不要在 Grok Bot 聊天里 /add-plugin，也不要往 Bot 电脑上 clone。适合把写码循环挂成可复用技能，再视需要挂 Routine。 Every Inc’s official Compound Engineering plugin (Cursor marketplace): brainstorm → plan → work → simplify → review → compound as callable skills. README states Grok Bot shares your Cursor account and plugin library — install once for Bots to load; do not /add-plugin inside Grok Bot chat, and do not clone onto the Bot computer. Fits saving the coding loop as a reusable skill, then optionally a routine.

进阶 Intermediate 编程 · 工程 Coding · Engineering
社区 Community 需审批 Needs approval 例行 Routine 多Agent Multi-agent

gawkbot：开源、本机跑的 Grok Bot 替代 gawkbot: open-source, on-machine Grok Bot alternative

gawkbot: open-source, on-machine Grok Bot alternative

本机多 Bot（各自目录与工具白名单）、外发/提交/采购/删除逐次审批、可接 Claude Code / Codex / 本地模型，并给结果做 microapp 看板。对比表写明相对 xAI Grok Bot 的免费与本地差异。非 xAI 产品。 Local multi-bots (per-bot directories and tool allowlists), per-action approval for send/commit/purchase/delete, Claude Code / Codex / local models, plus microapp dashboards for outcomes. Comparison table vs xAI Grok Bot (free, on-machine). Not an xAI product.

进阶 Intermediate community · 工程 community · Engineering
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

官方 Grok Bot Guides：把 Agent 当同事的实操手册 Official Grok Bot Guides: playbooks for AI teammates

Official Grok Bot Guides: playbooks for AI teammates

xAI 官方 playbook 库，不是角色目录。五篇可跟做：多团队频道排班、手游工作室、用 Bot 做设计、企业 GTM、产品经理带一桌 Bot。Elon 转发「How to use Grok Bot」。 xAI’s official playbook library — not the role catalog. Five follow-along guides: multi-team channels, a mobile game studio, designing with bots, enterprise GTM, and PMs running a bot roster. Elon quote-tweeted “How to use Grok Bot.”

进阶 Intermediate 多 Agent · 自动化 Multi-agent · Automation
社区 Community + 精选 + Featured

非官方 Linux 版 Grok Bot：从 Windows 安装包移植 Unofficial Linux Grok Bot (Windows installer port)

Unofficial Linux Grok Bot (Windows installer port)

社区把官方 Windows Electron 安装包搬到 Linux：make build 产出 .deb / AppImage / 解压目录，用同一 Cursor / SuperGrok 账号登录。云端电脑不变，本机构建只是遥控器。README 写清依赖、无沙箱参数与 NVIDIA 黑屏 workaround。非 xAI/Cursor 产品。 Community port of the official Windows Electron installer to Linux: `make build` yields .deb, AppImage, or a tarball; sign in with the same Cursor / SuperGrok account. Bots still live on the cloud computer — this build is the remote control. README covers deps, --no-sandbox, and an NVIDIA black-window workaround. Not an xAI/Cursor product.

进阶 Intermediate 工程 · 自动化 Engineering · Automation
官方 Official 需审批 Needs approval 例行 Routine

Beta 采用观察：看谁真的在用新功能 Beta Adoption Watcher

Beta Adoption Watcher

官方 Product 角色 Beta Adoption Watcher：盯用量，标出哪些客户已经进来试用新功能，方便团队跟进。不联系客户、不改功能开关。 Official Product role Beta Adoption Watcher: monitors usage and surfaces which customers are actually in on the new feature so the team can follow up. No customer contact, no flag flips.

入门 Starter 工程 · 研究 Engineering · Research
官方 Official 需审批 Needs approval 例行 Routine

文档审计：对照上周发版抓过期页 Docs Auditor

Docs Auditor

官方 Docs Auditor：把帮助中心和内部说明对照上周已发版功能做 diff，标出过期页并起草改写。不直接改线上文档。 Official Docs Auditor: diffs the help center and internal notes against what shipped last week, flags stale pages, and drafts the rewrite. Does not edit live docs.

入门 Starter 内容 · 工程 Content · Engineering
官方 Official 需审批 Needs approval 例行 Routine

需求溯源：永远不丢「谁提的这功能」 Feature Request Tracker

Feature Request Tracker

官方 Feature Request Tracker：从 Slack 和通话里挖需求，做成绑到具体客户的活清单，让规格书有真实需求轨迹。不建票、不承诺排期。 Official Feature Request Tracker: mines Slack and calls into a living list tied to customers, so the spec has a real demand trail. Does not file tickets or promise a schedule.

入门 Starter 工程 · 研究 Engineering · Research
官方 Official 需审批 Needs approval 例行 Routine

产品反馈分析：把散落信号收成优先视图 Product Feedback Analyst

Product Feedback Analyst

官方 Product Feedback Analyst：从已连接来源收集并聚类反馈，权衡证据与紧急度，起草路由建议等人批准。不改路线图、不回用户。 Official Product Feedback Analyst: collects and clusters feedback from connected sources, weighs evidence and urgency, and drafts routing recommendations for approval. No roadmap edits, no user replies.

进阶 Intermediate 工程 · 研究 Engineering · Research
官方 Official 需审批 Needs approval 例行 Routine

玩法测试操作员：API 不够时硬开 UI Playtest Operator

Playtest Operator

官方 Playtest Operator：当 API 不够用时，在电脑上硬走产品路径、捕获失败，并交回一份紧凑发现包。与 Bug 复现不同——这是主动压路径，不是跟一张报修走。 Official Playtest Operator: brute-force tests the product path on a computer when APIs are not enough, captures failures, and returns a tight findings pack. Distinct from bug reproduction: this is proactive path-pressing, not following one ticket.

高阶 Advanced 工程 · 编程 Engineering · Coding
官方 Official 需审批 Needs approval

原型构建：从一句话到可点的 URL Prototype Builder

Prototype Builder

官方 Prototype Builder：在自己的电脑上写，尽快从需求变成可点的东西，回来时带截图和线上 URL。不买域名、不接生产流量。 Official Prototype Builder: writes on its computer and goes from ask to something clickable fast, coming back with a screenshot plus a live URL. Does not buy a domain or attach production traffic.

进阶 Intermediate 编程 · 工程 Coding · Engineering
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

云端 Agent 编排：盯一堆 run，卡住再催 Cloud Agent Orchestrator

Cloud Agent Orchestrator

官方 Cloud Agent Orchestrator：同时拉起多个 cloud agent run，监控进度、追卡住的任务，并汇总报告，避免你逐个盯。不改生产、不扩大权限。 Official Cloud Agent Orchestrator: kicks off many cloud-agent runs, monitors them, chases what is stuck, and summarizes the report so you are not babysitting each one. No production changes, no permission expansion.

高阶 Advanced 工程 · 多 Agent Engineering · Multi-agent
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

演示环境就绪检查清单 Demo Environment Readiness Checklist

Demo Environment Readiness Checklist

Demo Bot 隔夜拉起环境，检查产品 UI/演示数据，修复坏种子与过期数据，在客户通话前交出「演示就绪」清单。 Demo Bot stands up the environment overnight, checks product UI/demo data, fixes bad seeds and stale data, and hands over a “demo-ready” checklist before the customer call.

进阶 Intermediate 销售 · 工程 Sales · Engineering
官方 Official 需审批 Needs approval 例行 Routine

产品性能调查包 Product Performance Investigation Pack

Product Performance Investigation Pack

例如调查昨日发布后的结账延迟：查仪表盘/链路/火焰图，返回带截图与链接的短报告，区分事实与假设，不改生产、不改告警。 Example: investigate checkout latency after yesterday’s release. Check dashboards/traces/flame graphs and return a short report with screenshots and links, separating facts from guesses. Do not change production or alerts.

高阶 Advanced 工程 · 研究 Engineering · Research
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

预发环境 Bug 复现包 Bug Reproduction Pack (Staging)

Bug Reproduction Pack (Staging)

阅读缺陷报告，在预发用全新测试账号复现，返回精确步骤、期望/实际、截图、浏览器/OS、控制台与网络笔记、最小用例。示例触发：Slack #customer-escalations +「needs repro」。 Reads the bug report, reproduces it on staging with a fresh test account, and returns exact steps, expected/actual, screenshots, browser/OS, console and network notes, and a minimal case. Example trigger: Slack #customer-escalations + “needs repro.”

进阶 Intermediate 工程 · 自动化 Engineering · Automation
官方 Official 需审批 Needs approval 例行 Routine

Slack 触发的复现 / 升级例行 Slack-Triggered Repro / Escalation Routine

Slack-Triggered Repro / Escalation Routine

窄事件规则：当 #customer-escalations 出现工单链接 +「needs repro」时，Bot 打开工单、在预发复现、在对话中贴复现包——未经批准不回帖到 Slack。避免「每条新消息」监听。 A narrow event rule: when #customer-escalations has a ticket link + “needs repro,” the Bot opens the ticket, reproduces on staging, and posts the repro pack in the thread — does not reply in Slack without approval. Avoid listening to “every new message.”

进阶 Intermediate 工程 · 自动化 Engineering · Automation
Cursor相邻 Cursor-adjacent 需审批 Needs approval 例行 Routine

Cursor Automations：工程工厂模式（相邻） Cursor Automations: Engineering Factory Patterns

Cursor Automations: Engineering Factory Patterns

同生态的 Cursor 云端 Agent：main 推送安全审查→Slack；PR agentic codeowners；PagerDuty→Datadog 调查→Slack+修复 PR；周仓 digest；晨间覆盖率 PR；Slack 缺陷分拣→Linear→尝试修复。 Same-ecosystem Cursor cloud Agents: main-push security review→Slack; PR agentic codeowners; PagerDuty→Datadog investigation→Slack+fix PR; weekly repo digest; morning coverage PR; Slack bug triage→Linear→attempted fix.

高阶 Advanced 编程 · 自动化 Coding · Automation
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

演示教学：把浏览器流程存成 Skill Teach a Task: Demo a Browser Workflow into a Skill

Teach a Task: Demo a Browser Workflow into a Skill

官方 Skills / Routines 文档给出的可执行模式：在一对一对话打开电脑视图，选 Teach a task，演示最多约 10 分钟的浏览器流程，Bot 生成草稿 Skill。补上决策规则、失败处理和审批边界后再用 Test run，最后才做成例行。不录音频，演示中不要暴露密钥，凭证走安全交接。 The executable pattern from the official Skills / Routines docs: open computer view in a 1:1, choose Teach a task, demo a browser flow of about 10 minutes max, and the Bot drafts a Skill. Add decision rules, failure handling, and approval bounds, then Test run, and only then turn it into a routine. No audio recording; do not expose secrets during the demo; hand credentials over securely.

入门 Starter 自动化 · 工程 Automation · Engineering
教程 Tutorial 需审批 Needs approval

用 Tailscale SSH 连上 Grok Bot 电脑 SSH into Grok Bot’s computer over Tailscale

SSH into Grok Bot’s computer over Tailscale

Lonely 转发蓝哥AI 的非官方教程：Grok Bot 背后是一台 Linux。用 Tailscale 把这台机器和自己电脑拉进同一张私有网，再 ssh box@100.x.x.x。官方没把 SSH 做成一等功能。 Lonely sharing 蓝哥AI’s unofficial tutorial: Grok Bot’s backend is a Linux machine. Join it and your laptop on the same Tailscale network, then ssh box@100.x.x.x. SSH is not a first-class official feature.

进阶 Intermediate 工程 · 自动化 Engineering · Automation
案例 Case + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Jessica Temporal：一个周六用六席 Bot 把 Yarn Stash 推上线 Jessica Temporal: a Saturday six-bot squad that shipped Yarn Stash

Jessica Temporal: a Saturday six-bot squad that shipped Yarn Stash

Auth0 DevRel Jessica Temporal 周五装上 Grok Bot，周六用 CoS Dorothea（30 分钟例行）、CMO Francis、QA Queenie、开发 Dottie、基建 Iggy、工程经理 Em，给 My Yarn Stash 做了 Ravelry 批量导入、Heroku→FastAPI Cloud、自定义 Auth 域名等。她做最终检查和预发。六席人设公开在 gist。 Auth0 DevRel Jessica Temporal installed Grok Bot Friday night and spent Saturday with CoS Dorothea (30-min routine), CMO Francis, QA Queenie, developer Dottie, infra Iggy, and EM Em. They shipped Ravelry bulk import, Heroku→FastAPI Cloud, and a custom Auth domain for My Yarn Stash. She kept final checks and staging. Bot descriptions are a public gist.

进阶 Intermediate 多 Agent · 工程 Multi-agent · Engineering
社区 Community + 精选 + Featured 需审批 Needs approval

figma bro：Figma 设计系统搭档 figma bro: a Figma design-system partner

figma bro: a Figma design-system partner

John Bai（Designing SpaceXAI）公开的可添加 Grok Bot 模板。Auto Layout 优先、少图层、走真实组件库，改文件走 Figma 连接器而不是截图。第三方 Bot，会代你动手。 A shareable Grok Bot template from John Bai (Designing SpaceXAI). Autolayout-first, fewest layers, real component library; it edits through the Figma connector, not screenshots. Third-party bot; it can act on your files.

进阶 Intermediate 工程 · 内容 Engineering · Content
社区 Community + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Lingxi：把 coding agent 编成工程组织 Lingxi: run coding agents as an engineering org

Lingxi: run coding agents as an engineering org

SpaceXAI / Cursor 工程师 Lingxi Li 的工程长文：专科工头 Bot 拉起 Cloud Agent，Notion 当状态机巡检，人只守高后果闸门。AYi 做了中文提纯。 SpaceXAI / Cursor engineer Lingxi Li’s write-up: specialist boss bots spawn Cloud Agents, Notion as a shared state machine, humans only at high-consequence gates. AYi published a Chinese digest.

高阶 Advanced 工程 · 多 Agent Engineering · Multi-agent
社区 Community + 精选 + Featured 需审批 Needs approval

Mobile MCP：让 AI 直接点 iOS / Android App Mobile MCP: let the agent tap iOS / Android apps over MCP

Mobile MCP: let the agent tap iOS / Android apps over MCP

Mobile Next 开源的 MCP 服务器（Apache-2.0），把 iOS / Android 模拟器、仿真器与 USB 真机接给任何支持 MCP 的客户端：Claude Code、Codex、Gemini CLI、GitHub Copilot、Cursor 等。优先读无障碍树拿结构化元素，读不到再退回截图点坐标。工具覆盖列设备、装卸 / 启停 App、点滑输入、按键、深链、录屏、抓 logcat 与崩溃报告。标准配置 `npx -y @mobilenext/mobile-mcp@latest`，默认 stdio，`--listen` 可起 SSE 并用 MOBILEMCP_AUTH 加 Bearer。 Mobile Next’s open-source MCP server (Apache-2.0) that exposes iOS / Android simulators, emulators, and USB-connected real devices to any MCP client — Claude Code, Codex, Gemini CLI, GitHub Copilot, Cursor, and more. Reads the accessibility tree first for structured elements, falls back to screenshot + coordinates. Tools cover device listing, app install/launch/terminate, tap/swipe/type, hardware buttons, deep links, screen recording, logcat and crash reports. Standard config is `npx -y @mobilenext/mobile-mcp@latest`; stdio by default, `--listen` for SSE with a MOBILEMCP_AUTH Bearer token.

进阶 Intermediate 工程 · 编程 Engineering · Coding