AI UP LAB Grok Bot · 每日更新Grok Bot · daily updates

Grok Bot

可对照的 Bot 用法时间线A timeline of comparable Bot uses

例行、多 Agent、审批边界。按时间线读标题与摘要，点进去再看上手路径。当前 104 条 · 校对 2026年9月11日 13:20。 Routines, multi-agent, approval bounds. Read titles and summaries in the timeline, then open a row for the start path. 104 items · checked September 11, 2026 at 13:20.

自动化 Automation 61 运营 Ops 36 研究 Research 24 内容 Content 23 多 Agent Multi-agent 23 工程 Engineering 22 每日摘要 Daily digest 19 销售 Sales 17 营销 Marketing 14 财务 Finance 10 编程 Coding 9 招聘 Recruiting 5 community community 4

社区 Community 需审批 Needs approval

「原生字幕拼图」native-subtitle-quote-image：真实视频帧 → 3:4 字幕长图 Skill（程意） Native Subtitle Quote Image: real video frames → 3:4 subtitle quote cards, an open Agent Skill (ChengYi)

Native Subtitle Quote Image: real video frames → 3:4 subtitle quote cards, an open Agent Skill (ChengYi)

程意（@ChengYi3629）开源的 Agent Skill：从本地视频或用户有权处理的 YouTube 链接出发，用字幕轨 / Whisper 建时间索引、选题选句、精确取帧，再把真实视频帧拼成 3:4 社交长图并逐张质检。两种模式不混用——原生字幕只保留画面像素、不 OCR 重绘；脚本字幕把已审核台词画到真实帧上并标明后期。仓库含 Codex 插件结构与开放 Skill 目录，可复制到其他兼容 Agent；作者推文称 2.0 后拿它做抖音，成图后发不发仍由人来。 ChengYi’s (@ChengYi3629) open Agent Skill: start from a local video or a YouTube link you have rights to, build a timestamped index from subtitle tracks / Whisper, pick topics and lines, grab exact frames, and stitch real frames into 3:4 social cards with per-image QA. Two modes never mix — native mode keeps pixel subtitles as-is (no OCR redraw); script mode draws reviewed lines onto real frames and labels them as post-added. Ships a Codex plugin layout plus an open skill directory that can be copied into other compatible agents; the author’s post says 2.0 is what they now use for Douyin, but publishing stays a human step.

进阶 Intermediate 内容 · 营销 Content · Marketing
教程 Tutorial + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Young Urban Project：怎么用 Grok Bot（真用例 vs 炒作） Young Urban Project: How to Use Grok Bot (real cases vs hype)

Young Urban Project: How to Use Grok Bot (real cases vs hype)

Puneet Tandon 2026-09-09 长文：把 Grok Bot 与 Grok 聊天 / Automations 分开，走「幕僚长先窄任务」起步，并按可核验结果列出收件箱分拣、浏览器跑腿、会前会后、持续研究、销售跟进、客服退款、工程杂活等真用例；对照 Hermes / OpenClaw 与 Zapier，点名用量上限与无收据炒作。文内价位与周额度是快照，需回 xAI / Cursor 现页核对。 Puneet Tandon’s 2026-09-09 guide: separates Grok Bot from the Grok chatbot and Automations, starts with a narrow chief-of-staff task, and lists verifiable uses (inbox triage, browser errands, meeting prep/follow-up, persistent research, sales follow-up, support refunds, coding busywork). Contrasts Hermes / OpenClaw and Zapier, and flags usage ceilings plus unverifiable hype. Pricing and weekly allowances are snapshots — confirm on live xAI / Cursor pages.

入门 Starter 运营 · 自动化 Ops · Automation
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 + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

GBDL：一文件保存多智能体 Grok Bot 编排 GBDL: one Markdown+YAML file to save a multi-agent Grok Bot setup

GBDL: one Markdown+YAML file to save a multi-agent Grok Bot setup

jcpsimmons 的社区提案（MIT，v0.1）：用一份 `.gbdl.md`（Markdown 引言 + 单一 YAML fence）描述调度者、专精 Bot、connectors、onboarding、memory 与 routines，便于进 git / 换机复原。附 minimal / ops-team / media-studio 示例、JSON Schema 与 reinstate 顺序。非官方格式，但可复现；密钥不得写入文件。 jcpsimmons’s community proposal (MIT, v0.1): one `.gbdl.md` (Markdown intro + a single YAML fence) captures dispatcher, specialists, connectors, onboarding, memory, and routines so a fleet can be checked into git or rebuilt on a new machine. Ships minimal / ops-team / media-studio examples, a JSON Schema, and a reinstate order. Unofficial — reproducible, but keep secrets out of the file.

进阶 Intermediate 多 Agent · 运营 Multi-agent · Ops
社区 Community + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

grokbot-skills：74 条可挂 Routine 的技能配方库 grokbot-skills: 74 ready-to-run Grok Bot skill recipes

grokbot-skills: 74 ready-to-run Grok Bot skill recipes

shrdgn 维护的技能目录：74 条 / 12 类，统一 Inputs·Steps·Decision rules·DoD·Safety·Suggested routine 六段；另有 Founder / Sales / Marketer 等 role packs 与 `catalog.json`。审批优先、安静默认、禁止编造数据写进原则。与 ZeroPointRepo/awesome-grok-bot（Skill/Plugin/MCP 索引）互补——本条是可直接粘贴的 SKILL.md 配方。 shrdgn’s skill library: 74 recipes across 12 categories with a fixed six-section body (Inputs, Steps, Decision rules, DoD, Safety, Suggested routine), plus Founder/Sales/Marketer-style role packs and catalog.json. Approval-first, quiet-when-clean, no invented data. Complements ZeroPointRepo/awesome-grok-bot (skill/plugin/MCP index) — this one ships pasteable SKILL.md recipes.

入门 Starter 运营 · 自动化 Ops · Automation
社区 Community + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

awesome-grokbot：661 条可点进的 x.ai/bot 分享目录 awesome-grokbot: 661 live x.ai/bot share catalog

awesome-grokbot: 661 live x.ai/bot share catalog

kydlikebtc 维护的双语目录：661 条可点进的公开 x.ai/bot 分享（2026-09-08 全量链路核查），带可搜索站点、catalog.json、docs/vetting.md 导入前清单与 docs/routine.md 侦察 routine。与已收录的 ZeroPointRepo/awesome-grok-bot（Skill / Plugin / MCP）不是同一件事——本条是 live bot 分享索引。仓库公开页显示约 295 star（2026-09-09 核对）。 kydlikebtc’s bilingual catalog of 661 clickable public x.ai/bot shares (all links status-checked 2026-09-08), with a searchable site, catalog.json, docs/vetting.md import checklist, and docs/routine.md scout routine. Distinct from the already-listed ZeroPointRepo/awesome-grok-bot (skills / plugins / MCP) — this indexes live bot shares. Public repo page shows ~295 GitHub stars (checked 2026-09-09).

入门 Starter 多 Agent · 运营 Multi-agent · Ops
教程 Tutorial 需审批 Needs approval 例行 Routine

Continuum：Grok Bot Routine / Skill 工作指南（含上报上限） Continuum: Grok Bot Routine / Skill working guide (reported ceilings flagged)

Continuum: Grok Bot Routine / Skill working guide (reported ceilings flagged)

Continuum 长文讲清 routine 与 skill 的行为差异、演示录制怎么拆、日程能做什么、以及与 Grok Automations 的分界；并对照官方 overview / skills-routines 文档。文中提到的 10 分钟演示上限、50 条 routine、20 条运行记录保留等数字均来自第三方 Daily Dose of Data Science，文内反复标明「xAI 未确认」——本库也不当作事实写进卡片。 Continuum’s long guide on how routines and skills differ in practice, how to split teach-by-demo recordings, what schedules document, and how Bot routines differ from Grok Automations — cross-checked against official overview and skills-routines docs. Figures such as a 10-minute demo cap, 50 routines, and 20-run retention are attributed to third-party Daily Dose of Data Science and repeatedly marked unconfirmed by xAI; this library does not treat them as facts.

入门 Starter 自动化 · 运营 Automation · Ops
教程 Tutorial + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

AI Builder Club：Grok Bot 实操指南（带来源账本） AI Builder Club: How to Use Grok Bot — Practical Guide

AI Builder Club: How to Use Grok Bot — Practical Guide

两周教程与长文的合成：首席幕僚模式、按桶统计的可点用来源账本、task→skill→routine、限额节流，并纠正「每 Bot 一台电脑」误读（文档是一人一机、多屏）。未自称实测，标成 documented usage。 A synthesis of two weeks of tutorials and long posts: chief-of-staff pattern, a clickable source ledger by use-case bucket, task→skill→routine, usage-limit tactics, and a correction of the “one computer per Bot” myth (docs: one computer per user, shared screens). Labeled documented usage, not firsthand.

入门 Starter 多 Agent · 运营 Multi-agent · Ops
教程 Tutorial + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Kumar Gauraw：在不失控的前提下搭 Grok Bot 小队 Kumar Gauraw: Grok Bot complete guide without losing control

Kumar Gauraw: Grok Bot complete guide without losing control

安全向完整指南：共享云电脑架构、最小席位、角色合同六问、约 30 分钟安全首跑、task→skill→routine 阶梯，并逐条拆穿「每 Bot 独立 VM / 屏幕即隔离」等神话。引用官方 docs，不抄创作者 ROI 数字。 A security-first complete guide: shared cloud-computer architecture, smallest useful roster, six-question role contracts, a ~30-minute safe first run, and the task→skill→routine ladder. Debunks myths like “one VM per Bot” and “screens isolate credentials.” Cites official docs; skips unverified ROI claims.

进阶 Intermediate 多 Agent · 运营 Multi-agent · Ops
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
教程 Tutorial + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

How Do I Use AI：无代码用 Grok Bot 小队跑一门小生意 How Do I Use AI: run a real business on Grok Bot agent teams (no code)

How Do I Use AI: run a real business on Grok Bot agent teams (no code)

面向非技术运营者的可复现指南：Chief of Staff 路由、skills 先于 routines、审批边界，以及四周 rollout（一任务→skill→routine→日报）。不是空泛夸赞，步骤可跟着做。 A reproducible non-technical guide: chief-of-staff routing, skills before routines, approval guardrails, and a four-week rollout (one task → skill → routine → daily debrief). Not vague praise — you can follow the steps.

入门 Starter 多 Agent · 运营 Multi-agent · Ops
社区 Community + 精选 + Featured 例行 Routine 多Agent Multi-agent

awesome-grok-bot：已核验的 Skill / Plugin / MCP 目录 awesome-grok-bot: a verified skills / plugins / MCP directory

awesome-grok-bot: a verified skills / plugins / MCP directory

ZeroPointRepo 维护的非官方精选目录：60+ 条 Grok Bot skills、plugins、MCP 与自托管替代，每条对照一手源。有 CATALOG.md / catalog.csv / plugins.json / llms.txt。和 grokbots.best（Bot 模板发现站）不是同一件事。 ZeroPointRepo’s unofficial curated directory: 60+ verified Grok Bot skills, plugins, MCP servers, and self-hosted alternatives, each checked against a primary source. Ships CATALOG.md / catalog.csv / plugins.json / llms.txt. Distinct from grokbots.best (bot-template discovery).

入门 Starter community · 研究 community · Research
教程 Tutorial + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Flavio Copes：Grok Bot 完整深潜 Flavio Copes: A deep dive into Grok Bot

Flavio Copes: A deep dive into Grok Bot

Flavio Copes 的长文实操：共享云电脑架构、插件优先连法、Blog Pulse 日审角色、先跑通再存 Skill/Routine、模板分享与审批边界。附完整角色提示词与可复制检查清单。 Flavio Copes’ long practical guide: shared cloud-computer architecture, plugin-first connectors, a Blog Pulse daily-review role, run-once-then-skill/routine, templates, and approval boundaries. Includes a full role prompt and checklists.

进阶 Intermediate 自动化 · 每日摘要 Automation · Daily digest
社区 Community + 精选 + Featured 例行 Routine 多Agent Multi-agent

X 上最值得关注的 21 个 Grok Bot 探索者 21 Grok Bot explorers worth following on X

21 Grok Bot explorers worth following on X

Mai Yang 在深圳 Meetup 当天整理的名单：先看官方三人（Matt Palmer 入门片、Lauren 省额度、Eric 多团队），再看产品组和把 Bot 当同事用的人。部分条目作者自己标了未核到原文。 Mai Yang’s list from Grok Bot Meetup Shenzhen: start with three official accounts (Matt Palmer’s intro, Lauren on spend, Eric on multi-team), then the product crew and people who run bots as teammates. Some later entries the author marked unverified.

入门 Starter 多 Agent · 研究 Multi-agent · Research
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
案例 Case + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

六席 Bot 跑手游工作室：Rank'em Six-bot mobile game studio: Rank'em

Six-bot mobile game studio: Rank'em

Ryan Perry 用六个 Grok Bot 分工跑手游 Rank'em 生命周期：Mobile Orchestrator、Rankem Engineer、Creatives、GCS、Analytics、Bug fix。每个 Bot 有独立电脑、例行任务与技能，互相交接而不经过人。编码工具覆盖构建与基建，Grok Bot 接住发行、QA、买量和素材。文章写清角色、交接与真实踩坑。 Ryan Perry staffed Rank'em with six Grok Bots — Mobile Orchestrator, Rankem Engineer, Creatives, GCS, Analytics, Bug fix — each with its own computer, routines, and skills, handing off without routing through him. Coding tools cover build/infra; Grok Bot covers release, QA, UA, and creative. The post spells out roles, handoffs, and what they caught.

高阶 Advanced 多 Agent · 自动化 Multi-agent · Automation
教程 Tutorial + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Grok Bot 入门：从解剖到四条工作流 Getting Started with Grok Bot

Getting Started with Grok Bot

SpaceXAI 的 Matt Palmer 做的 30 分钟入门片：Bot 是什么、解剖结构、三种运行方式、多 Bot 串联，以及四条可跟做的工作流——X 粉丝进 Notion、个人软件、用 Cursor 写代码、搜索。时间轴写在推文里。 A 30-minute getting-started from SpaceXAI’s Matt Palmer: what a Bot is, its anatomy, three ways to run, multi-bot chains, and four follow-along workflows — X followers into Notion, personal software, coding with Cursor, and search. Chapters are in the post.

入门 Starter 自动化 · 多 Agent Automation · Multi-agent
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

每日简报写手：只收真正重要的故事 Daily Briefing Writer

Daily Briefing Writer

官方 Daily Briefing Writer：用高质量输入开场，而不是噪音；只交付对你真正重要的故事，一份收紧的每日简报。不发送、不改日程。 Official Daily Briefing Writer: start the day with high-quality inputs instead of noise. Delivers a tight daily brief of only the stories that matter to you. Does not send or change the calendar.

入门 Starter 研究 · 每日摘要 Research · Daily digest
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

行政助理：晨间简报与入室补上下文 Executive Assistant

Executive Assistant

官方 Executive Assistant：不必泡在频道里也能保持定向。交付晨间简报，并在你加入新房间时自动补一份上下文摘要，避免刚进线程就迷路。不代发消息、不改会议。 Official Executive Assistant: stay oriented without living in channels. Delivers a morning briefing, plus an automatic catch-up summary whenever you join a new room, so you are never lost in a thread you just entered. Does not send messages or change meetings.

入门 Starter 每日摘要 · 运营 Daily digest · Ops
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

Newsletter 写手：按时出月度更新 Newsletter Writer

Newsletter Writer

官方 Newsletter Writer：按时发出月度营销与产品更新。从发布、赢单和日历拉取新内容，按你的声音写好当期，停在待审，让营销改一次就能发。 Official Newsletter Writer: ship monthly marketing and product updates on time. Pulls what's new from launches, wins, and your calendar, writes the issue in your voice, and parks it for review so marketing can edit once and send.

入门 Starter 营销 · 内容 Marketing · Content
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

拓客计划搭建手：播种+补全+追踪表 Prospecting Plan Builder

Prospecting Plan Builder

官方 Prospecting Plan Builder：搭好本周工作簿。播种联系人、补全邮箱/手机，并写出可直接上手的追踪表，让外呼从名单开始。不发送、不改 CRM。 Official Prospecting Plan Builder: build the week's book of work. Seeds contacts, enriches email/mobile, and writes a ready-to-work tracker so outbound starts from a list. No send, no CRM writes.

入门 Starter 销售 · 运营 Sales · Ops
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

状态报告写手：活清单+晨间摘要 Status Report Writer

Status Report Writer

官方 Status Report Writer：把待办握在手里，避免漏项。从文档、会议和 Slack 拉取未完成事项，合成一份活清单和晨间摘要。不发送、不关项。 Official Status Report Writer: own the to-do so nothing slips. Pulls open action items from docs, meetings, and Slack into one living list and a morning digest. Does not send or close items.

入门 Starter 每日摘要 · 运营 Daily digest · Ops
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

CRM 运营经理：会前会后清洁记录 CRM Operations Manager

CRM Operations Manager

官方 CRM Operations Manager：保持管道干净。在会议前后处理 CRM 与组织架构卫生，让记录保持最新，不必再人工过一遍。写入默认停在审批。 Official CRM Operations Manager: keep the pipeline clean. Handles CRM and org-chart hygiene before and after meetings so records stay current without a manual pass. Writes stop for approval by default.

入门 Starter 销售 · 运营 Sales · Ops
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

公寓侦察：上架即筛、约看、再申请 Apartment Scout

Apartment Scout

官方 Life & Leverage 角色 Apartment Scout：房源一上架就按条件筛出短名单，邮件预约看房时间，只对你点头的房源提交申请。对外发信、预约与申请默认停在审批。 Official Life & Leverage role Apartment Scout: as soon as listings hit the market it filters a shortlist, emails to book tour times, and applies only for the ones you pick. Outbound mail, bookings, and applications stop for approval by default.

入门 Starter 自动化 · 运营 Automation · Ops
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

差旅协调：比价占位，等人批再出票 Travel Coordinator

Travel Coordinator

官方 Travel Coordinator：按你的规则比较航班与酒店，先占住快过期的优选项，确认后才预订，并把行程写进日历。出票、付款与改签必须人审。 Official Travel Coordinator: compares flights and hotels against your rules, holds the best option before it expires, books only after you confirm, and drops the itinerary onto the calendar. Ticketing, payment, and changes need a human.

入门 Starter 自动化 · 运营 Automation · Ops
官方 Official 需审批 Needs approval 例行 Routine

日历协调：跨日历约齐人并追 hold Calendar Coordinator

Calendar Coordinator

官方 Recruiting & People 角色 Calendar Coordinator：跨多本日历把人约到同一房间，并追那些没人有空去追的 hold。对外发邀请与改期默认停在审批。 Official Recruiting & People role Calendar Coordinator: gets people in the same room across calendars and chases the holds nobody else has time to chase. External invites and reschedules stop for approval by default.

入门 Starter 运营 · 招聘 Ops · Recruiting
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

招聘筛选：只把过线的人交给面试 Hiring Screener

Hiring Screener

官方 Hiring Screener：按既定标准给申请或作品打分，交出 ATS 可直接审的评审包。和 Talent Scout 的「对外寻源」不同——这里吃的是已投递材料。不联系候选人。 Official Hiring Screener: scores applications or work samples against a defined bar and hands off an ATS-ready review. Distinct from Talent Scout (outbound sourcing)—this role consumes inbound materials. Do not contact candidates.

入门 Starter 招聘 · 自动化 Recruiting · Automation
官方 Official 需审批 Needs approval 例行 Routine

入职经理：给新人一条路径而不是一堆链接 Onboarding Manager

Onboarding Manager

官方 Onboarding Manager：为新员工建清单、抽齐文档、回答 Day-1 问题，并把卡住的事项路由给能解堵的人。不擅自开通账号或对外发欢迎信。 Official Onboarding Manager: builds the checklist, pulls the right docs, answers day-one questions, and routes each ask to whoever can unblock it. Does not provision accounts or send welcome mail on its own.

进阶 Intermediate 招聘 · 运营 Recruiting · Ops
官方 Official 需审批 Needs approval 例行 Routine

客户研究专员：先分层再上手 Account Research Specialist

Account Research Specialist

官方 Sales 角色 Account Research Specialist：在你碰客户之前，从 Salesforce 加实时信号分层，给拟合度与热度打分，并产出可分享的研究包。不写外呼、不改 CRM。 Official Sales role Account Research Specialist: before you touch accounts, pulls Salesforce plus live signals, scores fit and warmth, and builds a shareable research pack per account. No outreach, no CRM edits.

入门 Starter 销售 · 研究 Sales · Research
官方 Official 需审批 Needs approval 例行 Routine

会前准备搭档：带着房间里的人与未结事项进会 Meeting Prep Buddy

Meeting Prep Buddy

官方 Meeting Prep Buddy：从日历、笔记、CRM、Gong、Slack 拼出会前包——谁在房间、上次接触、未结线程、建议议程。与会议笔记落任务、会议替身不同：这是会前，不是会中/会后。 Official Meeting Prep Buddy: builds prep packs from calendar, notes, CRM, Gong, and Slack—who is in the room, last touch, open threads, and a suggested agenda. Distinct from meeting-notes tasks and meeting stand-in: this is before the call.

入门 Starter 销售 · 每日摘要 Sales · Daily digest
官方 Official 需审批 Needs approval 例行 Routine

销售通话教练：每通 Gong 都留下作业 Sales Call Coach

Sales Call Coach

官方 Sales Call Coach：复盘 Gong 通话，按时间戳点评发现、异议与高管场控，并给通话打分，让每通都留下作业。不改 CRM、不给客户发跟进。 Official Sales Call Coach: reviews Gong calls and leaves timestamped coaching on discovery, objections, and executive presence, plus a call score—homework after every call. No CRM edits, no customer follow-up.

进阶 Intermediate 销售 · 研究 Sales · Research
官方 Official 需审批 Needs approval 例行 Routine

交易台协调：先拟内部 deal note，批准后再写入 Salesforce Deal Desk Coordinator

Deal Desk Coordinator

官方 Deal Desk Coordinator：从历史邮件、Salesforce 和通话起草带上下文的内部交易说明，你批准后再提交进 Salesforce。改价、条款与对外承诺必须人审。 Official Deal Desk Coordinator: drafts contextual internal deal notes from past emails, Salesforce, and calls, then submits in Salesforce once you approve. Pricing, terms, and external commitments stay behind approval.

进阶 Intermediate 销售 · 财务 Sales · Finance
官方 Official 需审批 Needs approval 例行 Routine

续约台：带着 90 天包走进每场续约 Renewal Desk Operator

Renewal Desk Operator

官方 Renewal Desk Operator：按客户从用量、工单、Gong、CRM 拼 90 天续约包，起草商务说明，只有条款卡住才去催法务。不联系客户、不改合同。 Official Renewal Desk Operator: builds a 90-day pack per account from usage, tickets, Gong, and CRM, drafts the commercial note, and nudges legal only when terms are stuck. No customer contact, no contract edits.

高阶 Advanced 销售 · 财务 Sales · Finance
官方 Official 需审批 Needs approval

幻灯片现场更新：发现纪要从会中写进下一页 Deck Updater

Deck Updater

官方 Deck Updater：根据发现纪要在会中或会后立刻改 Deck，并把下一步写进幻灯片，让你离开房间时页面已经在动。不对外发 Deck、不改主模板品牌。 Official Deck Updater: updates your deck from discovery notes mid-call or right after, with next steps baked in, so you leave the room with the slide already moving. Does not send the deck or change the master brand system.

进阶 Intermediate 销售 · 内容 Sales · Content
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

通话 FAQ 挖掘：用真实通话养活赋能文档 Call FAQ Miner

Call FAQ Miner

官方 Call FAQ Miner：从真实通话里追踪问题、给回答打时间戳，并链回源录音，让赋能材料跟着通话更新。不改对外帮助中心、不把摘录当最终话术发布。 Official Call FAQ Miner: keeps enablement current from real calls—tracks questions, timestamps answers, and links back to the source recording. Does not publish to the help center or treat excerpts as final scripts.

进阶 Intermediate 研究 · 内容 Research · Content
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

安全问卷填写：门户里先填满，提交留给你 Security Questionnaire Filler

Security Questionnaire Filler

官方 Security Questionnaire Filler：登录供应商安全问卷站，从你们的 trust center 和历史 RFP 抽答案，填好每个字段，提交按钮留给你。不臆造合规结论。 Official Security Questionnaire Filler: logs into the vendor questionnaire site, pulls answers from your trust center and past RFPs, drafts every field, and parks submit for you. Does not invent compliance answers.

高阶 Advanced 运营 · 财务 Ops · Finance
官方 Official 需审批 Needs approval 例行 Routine

供应商门户代劳：每周走同一条无 API 路径 Vendor Portal Operator

Vendor Portal Operator

官方 Vendor Portal Operator：在没有干净 API 的门户上跑续约、席位和采购，每周点同一条路径，只把例外带回来。下单、改席位、付款必须人审。 Official Vendor Portal Operator: runs renewals, seats, and procurement on portals with no clean API, clicks the same path every week, and comes back with exceptions only. Orders, seat changes, and payments need a human.

高阶 Advanced 运营 · 财务 Ops · Finance
官方 Official 需审批 Needs approval 例行 Routine

合同台：一周纸面按阶段和负责人一览 Contract Desk

Contract Desk

官方 Contract Desk：按阶段和负责人汇总本周合同，抽出关键条款，标出卡住的评审。不改条款、不代表签字。 Official Contract Desk: summarizes the week of paper by stage and owner, pulls key terms, and flags blocked reviews. No term edits, no signing.

进阶 Intermediate 财务 · 运营 Finance · Ops
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

退款追回经理：找到索赔、提交并跟到底 Refunds Manager

Refunds Manager

官方扩容帖「Refunds manager」：找到索赔、提交并跟进，带着追回的退款或折扣回来。这是你作为消费者/采购方去追钱，不是客服给用户办政策内退款。 Official expansion-post Refunds manager: finds the claim, files it, and follows it through, coming back with the refund or discount it recovered. This is you claiming money back—not in-policy customer refunds.

进阶 Intermediate 财务 · 自动化 Finance · Automation
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

SEO / AEO 审计：关键词、技术和 AI 提示一起盯 SEO / AEO Auditor

SEO / AEO Auditor

官方 SEO / AEO Auditor：把关键词、技术、AI 提示和对手动向收在一处，告诉你在涨还是在丢，标出该修的站点问题，并给出可执行优化计划。不直接改线上页面。 Official SEO / AEO Auditor: tracks keyword, technical, AI-prompt, and competitor movement in one place, surfaces whether you are gaining or losing ground, flags site issues, and returns an optimization plan. Does not edit live pages.

进阶 Intermediate 营销 · 研究 Marketing · Research
官方 Official 需审批 Needs approval 例行 Routine

社媒经理：按你的声音起草，排队等人点发布 Social Media Manager

Social Media Manager

官方 Social Media Manager：研究你的真实历史发文，有值得说的上线就起草，把帖子停在待发布队列并保持队列流动。不自行发布、不互动。 Official Social Media Manager: studies your real history, drafts when something noteworthy ships, parks posts for you to publish, and keeps the queue moving. Does not publish or engage on its own.

入门 Starter 营销 · 内容 Marketing · Content
官方 Official 需审批 Needs approval 例行 Routine

付费素材策略：在赢家变明显之前写下假设 Paid Media Creative Strategist

Paid Media Creative Strategist

官方 Paid Media Creative Strategist：尽早抓住创意赢家，写清「为什么有效」的假设，并提出下一轮测试。官方强调不编造指标。与付费预算监控不同。 Official Paid Media Creative Strategist: spots early creative winners, writes a sharp why-it-works hypothesis, and proposes the next test. Official rule: no invented metrics. Distinct from paid-media budget monitoring.

进阶 Intermediate 营销 · 内容 Marketing · Content
官方 Official 需审批 Needs approval 例行 Routine

LinkedIn 投放经理：广告、表单、跟进和 UTM 对齐 LinkedIn Campaign Manager

LinkedIn Campaign Manager

官方 LinkedIn Campaign Manager：把获客漏斗在广告、表单、跟进和 UTM 上对齐，先起草活动等人批准，并保持每个 offer 与交接干净。不自行开投。 Official LinkedIn Campaign Manager: owns lead-gen funnel consistency across ads, forms, follow-up, and UTMs. Drafts campaigns for approval and keeps every offer and handoff clean. Does not launch spend on its own.

进阶 Intermediate 营销 · 销售 Marketing · Sales
官方 Official 需审批 Needs approval 例行 Routine

营销日历负责人：区域/全球内容与活动对齐 Marketing Calendar Owner

Marketing Calendar Owner

官方 Marketing Calendar Owner：让区域和全球的内容、上线与活动日历保持同步，从 Notion 拉取，并让 webinar 与战役不用每周人工追。不对外发公告。 Official Marketing Calendar Owner: keeps regional and global content, launch, and events calendars in sync, pulls from Notion, and keeps webinars and campaigns current without a weekly chase. Does not send public announcements.

入门 Starter 营销 · 运营 Marketing · Ops
官方 Official 需审批 Needs approval 例行 Routine

周边履约：兑换表审批后才给供应商下日单 Merch Fulfillment Operator

Merch Fulfillment Operator

官方 Merch Fulfillment Operator：对合适的潜客做周边触达，盯兑换表，在聊天里让你批准/拒绝提交，再给供应商发每日订单，告诉他们何时何地发货。发货与对外消息必须人审。 Official Merch Fulfillment Operator: runs outreach, watches the redemption form, pings you in chat to approve/reject submissions, and sends the swag vendor a daily order form so they know when and where to dispatch. Shipping and outbound messages need a human.

高阶 Advanced 营销 · 运营 Marketing · Ops
官方 Official 需审批 Needs approval 例行 Routine

社区运营经理：大使申请、私信分拣与节奏培育 Community Operations Manager

Community Operations Manager

官方 Community Operations Manager：筛大使申请、跨渠道分拣私信，并按节奏起草培育内容，让社区不再是全职追人。不自行通过申请、不私发官方承诺。 Official Community Operations Manager: screens apps, triages DMs across channels, and drafts nurture on a cadence so community is not a full-time chase. Does not approve applicants or send official promises on its own.

进阶 Intermediate 营销 · 运营 Marketing · Ops
官方 Official 需审批 Needs approval 例行 Routine

关键事件监测：有真实由头才建议互动 Compelling Events Monitor

Compelling Events Monitor

官方 Compelling Events Monitor：盯管理层动态里的获奖、发布与招聘信号，交出一份可互动帖子短摘要，并按你的声音起草评论或引用转发。不自行发帖。 Official Compelling Events Monitor: watches leadership posts for awards, launches, and hiring signals, then sends a short digest of posts to engage with, plus comments or quote-reposts in your voice. Does not post on its own.

入门 Starter 营销 · 销售 Marketing · Sales
官方 Official 需审批 Needs approval 例行 Routine

活动嘉宾筛选：按 ICP 打分，批量待批入邀请工具 Event Guest Screener

Event Guest Screener

官方 Event Guest Screener：按 ICP 给活动申请打分，并把强匹配批量放进邀请工具等人批。不擅自发邀请。 Official Event Guest Screener: scores event applicants against your ICP and batch-approves strong fits in the invite tool. Does not send invites on its own.

入门 Starter 营销 · 招聘 Marketing · Recruiting
官方 Official 需审批 Needs approval 例行 Routine

赋能交付：把「把录音发我」变成链接回复 Enablement Fulfillment Specialist

Enablement Fulfillment Specialist

官方 Enablement Fulfillment Specialist：找到 Zoom 资产、做一页纸、上传到 Drive，并起草带链接的回复，避免有人再说「把录音发我」时去翻箱。不自行外发。 Official Enablement Fulfillment Specialist: finds Zoom assets, builds one-pagers, uploads to Drive, and drafts the reply with links so “send me the recordings” does not mean digging. Does not send the reply on its own.

入门 Starter 销售 · 运营 Sales · Ops
官方 Official 需审批 Needs approval 例行 Routine

工单分拣专员：盯队列，只起草回复 Ticket Triage Specialist

Ticket Triage Specialist

官方 Ticket Triage Specialist：按节奏看支持队列，只起草回复，队列干净时保持安静。与政策内退款 Bot 不同：这里不碰退款，也不关单。 Official Ticket Triage Specialist: watches support on a cadence, drafts replies only, and stays quiet when it is clean. Distinct from in-policy refunds: no refunds, no closing tickets.

入门 Starter 运营 · 自动化 Ops · Automation
官方 Official 需审批 Needs approval

演示文稿设计师：从主模板做出可编辑链接 Presentation Designer

Presentation Designer

官方 Presentation Designer：用你的主模板和品牌体系做 Deck，不从空白页开始，并交出可继续改的编辑链接。不对外发送、不改品牌主文件。 Official Presentation Designer: builds on-brand decks from your master template and brand system—not a blank slide—and delivers an editable link ready to refine and present. Does not send externally or change the brand master.

入门 Starter 内容 · 销售 Content · Sales
官方 Official 需审批 Needs approval 例行 Routine

对内传播经理：按对象和渠道起草，只审不发 Internal Communications Manager

Internal Communications Manager

官方 Internal Communications Manager：从真实上下文起草清晰、合你声音的对内文案，并匹配对象与渠道。官方写明 review-only，绝不自行发送。 Official Internal Communications Manager: drafts clear, on-voice copy from your real context, matched to each audience and channel. Officially review-only—it never sends on its own.

入门 Starter 内容 · 运营 Content · Ops
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

隔夜销售外呼管道 Overnight Sales Outbound Pipeline

Overnight Sales Outbound Pipeline

Sales Outbound Bot 隔夜研究 CRM 客户、按 ICP/意向打分、找联系人，并用销售本人语气起草邮件与 LinkedIn 内容，只留下待审收件箱。官方要求：未批准前不发送、不入组。 Sales Outbound Bot researches CRM accounts overnight, scores them by ICP/intent, finds contacts, and drafts email and LinkedIn copy in the seller’s voice — leaving only a review inbox. Official rule: do not send or add to sequences until approved.

入门 Starter 销售 · 自动化 Sales · Automation
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 例行 Routine

CRM 管道周一记分板 CRM Pipeline Ops / Monday Scoreboard

CRM Pipeline Ops / Monday Scoreboard

Bot 维护 CRM 与组织架构卫生，标记停滞与承诺风险，并在周一发布记分板，让团队一开始就对齐。 The Bot keeps CRM and org hygiene, flags stalled deals and commitment risk, and posts a Monday scoreboard so the team starts aligned.

入门 Starter 销售 · 每日摘要 Sales · Daily digest
官方 Official 需审批 Needs approval

客户跟进与温度运营 Account Follow-up & Warmth Ops

Account Follow-up & Warmth Ops

根据通话纪要更新 CRM 备注、起草产品更新、开支持工单、在团队现有工具里同步下一步——工作落在真实系统里，而不只在聊天中。 Updates CRM notes from call recaps, drafts product updates, opens support tickets, and syncs next steps in the tools the team already uses — work lands in real systems, not only in chat.

进阶 Intermediate 销售 · 自动化 Sales · Automation
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

人才侦察（招聘寻源） Talent Scout (Recruiting Sourcer)

Talent Scout (Recruiting Sourcer)

负责寻源、候选人研究、外联草稿与日程准备。示例：找 20 名符合硬性条件的候选人、排除 ATS 重复、引用证据、起草个性化外联——不主动联系。 Owns sourcing, candidate research, outreach drafts, and calendar prep. Example: find 20 candidates who meet hard criteria, drop ATS duplicates, cite evidence, and draft personalized outreach — do not contact anyone.

入门 Starter 招聘 · 研究 Recruiting · Research
官方 Official 需审批 Needs approval 例行 Routine

付费投放监控与预算建议（仅推荐） Paid Media Monitor & Budget Reallocator

Paid Media Monitor & Budget Reallocator

拉取各活动花费与表现，对照月度预算与目标 CAC，给出带数字的再分配建议，并起草给增长团队的 Slack 更新——不改预算、不发送。 Pulls spend and performance by campaign, compares them to the monthly budget and target CAC, writes a numbered reallocation recommendation, and drafts a Slack update for growth — does not change budgets or send.

进阶 Intermediate 营销 · 研究 Marketing · Research
官方 Official 需审批 Needs approval 例行 Routine

每周费用管家 Weekly Expense Manager

Weekly Expense Manager

从费用系统+政策汇总周报，匹配财务收件箱收据，标记缺失分类与政策例外并引用出处，为每位负责人起草一封跟进——只返回摘要与草稿。 Builds a weekly report from the expense system + policy, matches receipts in the finance inbox, flags missing categories and policy exceptions with sources, and drafts one follow-up per owner — returns only the summary and drafts.

入门 Starter 财务 · 自动化 Finance · Automation
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 + 精选 + Featured 需审批 Needs approval 例行 Routine

客户健康 / 流失风险观察名单 Account Health / Customer-Risk Watch List

Account Health / Customer-Risk Watch List

按用量、支持升级、续约时点、干系人活跃度给组合账户打分；给出证据、为何重要、建议下一步——不联系客户、不改 CRM。可升为工作日 8:00 skill+routine。 Scores a portfolio of accounts by usage, support escalations, renewal timing, and stakeholder activity; returns evidence, why it matters, and a suggested next step — does not contact customers or edit CRM. Can be promoted to a weekday 8:00 skill+routine.

进阶 Intermediate 研究 · 每日摘要 Research · Daily digest
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

幕僚长晨间摘要 Chief of Staff Morning Digest

Chief of Staff Morning Digest

对照优先级文档，回顾昨日至今的 Slack/邮件/日历/会议笔记；只返回匹配项，并附来源、为何重要、建议下一步、以及你是否欠一个决策——不发送、不改会议。 Against a priority doc, reviews Slack/email/calendar/meeting notes since yesterday; returns only matches, with source, why it matters, a suggested next step, and whether you owe a decision — does not send or change meetings.

入门 Starter 每日摘要 · 研究 Daily digest · Research
社区 Community + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

收件箱分拣 → ClickUp 交接 Inbox Triage → ClickUp (Agent Handoff)

Inbox Triage → ClickUp (Agent Handoff)

定时 Inbox Triage Bot 抓取 Gmail（+日历）、标记紧急项，把结构化简报交给幕僚长，由其在 ClickUp 创建带截止日期与优先级的任务——团队看看板而不是只看聊天。 A scheduled Inbox Triage Bot pulls Gmail (+ calendar), flags urgent items, and hands a structured brief to the chief of staff, who creates dated, prioritized ClickUp tasks — the team looks at a board, not only chat.

进阶 Intermediate 每日摘要 · 自动化 Daily digest · Automation
社区 Community 需审批 Needs approval 例行 Routine 多Agent Multi-agent

发票 Agent + 收件箱交接管道 Invoice Agent + Inbox Handoff Pipeline

Invoice Agent + Inbox Handoff Pipeline

上传参考发票 PDF；Invoice Agent 起草同类发票、带附件的 Gmail 回复草稿，并在 ClickUp「Invoices and Payments」看板跟踪状态。可与 Inbox Triage 群聊交接，让发票邮件自动路由。 Upload a reference invoice PDF. Invoice Agent drafts a matching invoice, a Gmail reply draft with attachment, and tracks status on the ClickUp “Invoices and Payments” board. Can hand off in a group chat with Inbox Triage so invoice mail routes automatically.

进阶 Intermediate 自动化 · 多 Agent Automation · Multi-agent
社区 Community 例行 Routine

会议笔记 → 带截止日任务（Granola @ 17:00） Meeting Notes → Due-Dated Tasks

Meeting Notes → Due-Dated Tasks

每天 17:00 例行抓取 Granola 笔记，提取行动项，按规则路由到正确的 ClickUp 看板（如代理 vs YouTube），并填负责人、优先级与截止日期。 A 17:00 daily routine pulls Granola notes, extracts action items, routes them to the right ClickUp board (e.g. agency vs YouTube) by rule, and fills owner, priority, and due date.

入门 Starter 自动化 · 每日摘要 Automation · Daily digest
社区 Community

手机拍照生成产品广告视频 Product Ad Video from Phone Photo

Product Ad Video from Phone Photo

Video Agent + Higgsfield 插件 + 已保存的产品广告 skill：在 iOS 拍产品照，提示「生成产品广告」，几分钟得到成片；skill 可用 / 引用。 Video Agent + Higgsfield plugin + a saved product-ad skill: shoot the product on iOS, prompt “generate a product ad,” and get a finished cut in minutes. The skill can be invoked with /.

入门 Starter 内容 · 自动化 Content · Automation
教程 Tutorial + 精选 + Featured 需审批 Needs approval 多Agent Multi-agent

竞争情报 / 公司模拟蜂群 Competitive Intelligence / Company Simulation Swarm

Competitive Intelligence / Company Simulation Swarm

多个角色 Bot（研究、核实、策略、工程、营销）通过群聊共享上下文；可用 Composio 接多应用。示例：并行负责人对比编码 Agent 评测，或竞品定价/功能蜂群 → 高管简报。 Several role Bots (research, verify, strategy, engineering, marketing) share context in a group chat; Composio can connect multiple apps. Example: parallel owners comparing coding-agent evals, or a competitor pricing/feature swarm → exec brief.

高阶 Advanced 研究 · 多 Agent Research · Multi-agent
案例 Case 需审批 Needs approval 例行 Routine 多Agent Multi-agent

一人公司 / Newsletter 运营栈 One-Person Company / Newsletter Ops Stack

One-Person Company / Newsletter Ops Stack

幕僚长审计业务并命名首批 Agent（研究、销售、平台专家）；一项目一账户控制上下文/token；例行把 newsletter、目录、Shopify 等工作挪到夜间。 Chief of staff audits the business and names the first Agents (research, sales, platform specialist); one account per project to control context/tokens; routines move newsletter, directory, and Shopify work into the night.

高阶 Advanced 内容 · 研究 Content · Research
官方 Official 需审批 Needs approval 多Agent Multi-agent

网站上线多 Bot 小组 Website Launch Multi-Bot Group

Website Launch Multi-Bot Group

文档模式：Website Launch 群组含上线协调、内容编辑、分析审阅；协调员分派，交接在同一对话可见。社区也有 EA 用自然语言把建站交给工程 Bot。 Docs pattern: a Website Launch group with launch coordination, content editing, and analytics review; the coordinator assigns work, and handoffs stay visible in the same thread. Community examples also have an EA handing site-building to an engineering Bot in natural language.

进阶 Intermediate 内容 · 编程 Content · Coding
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
社区 Community + 精选 + Featured 需审批 Needs approval

把几十条访谈视频收成一条可看的成片 Research, transcribe, and cut a science video brief

Research, transcribe, and cut a science video brief

KanekoaTheGreat 用自然语言让 Grok Bot 找出 Dr. Roger Seheult 谈阳光、红光、红外与线粒体的全部相关视频（含 MedCram，以及与 Huberman、Eric Berg、Steven Bartlett 等的访谈）。几分钟后交出：38 条视频转写合成一份 Word、精选 13 段科学讲解并剪成 19:35 成片、以及带原片时间戳的 Markdown 摘要。无脚本、无代码。 KanekoaTheGreat asked Grok Bot in natural language to find every Dr. Roger Seheult video on sunlight, red light, infrared, and mitochondria (including MedCram and talks with Huberman, Eric Berg, Steven Bartlett, and others). Minutes later it returned: a Word file of 38 video transcripts, 13 science segments cut into a 19:35 film, and a Markdown brief with source timestamps. No script, no code.

入门 Starter 研究 · 内容 Research · Content
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

数字断舍离：邮箱、网盘与订阅审计 Digital Declutterer

Digital Declutterer

官方扩容帖里的 Digital declutterer：全天候审计邮箱、Drive 和付费订阅，整理出可取消清单（金额、最近使用）。只有你点头才丢弃或退订。 Digital declutterer from the official expansion post: around-the-clock audit of email, Drive, and paid subscriptions, producing a cancel list (amount, last used). It discards or unsubscribes only after you nod.

入门 Starter 自动化 · 运营 Automation · Ops
官方 Official 需审批 Needs approval 例行 Routine

会议替身：缺席时入会并带回摘要 Meeting Stand-in

Meeting Stand-in

官方扩容角色 Meeting stand-in：你去不了时由 Bot 入会、向房间说明你在场、做详细笔记并发送摘要，让你事后仍跟得上。 Official expansion role Meeting stand-in: when you cannot go, the Bot joins, tells the room you are represented, takes detailed notes, and sends a summary so you can still catch up.

进阶 Intermediate 自动化 · 每日摘要 Automation · Daily digest
官方 Official 需审批 Needs approval

建站 Bot：做站、买域名、部署上线 Website Builder

Website Builder

官方扩容角色 Website builder：搭建站点、购买域名并部署最终版本，协助配置插件、交出可访问 URL，并加上跳转规则。与「多 Bot 上线小组」互补，这是单 Bot 端到端交付。 Official expansion role Website builder: build the site, buy a domain, and deploy the final version, help configure plugins, hand over a reachable URL, and add redirect rules. Complements the multi-bot launch group; this is one Bot delivering end to end.

高阶 Advanced 编程 · 内容 Coding · Content
官方 Official 需审批 Needs approval

游戏美术 Bot：按方向产出管线资产 Game Artist

Game Artist

官方扩容帖里的 Game artist：进入现有美术管线，按你的创作方向制作定制资产，再把游戏真正需要的东西交回来。适合先在草稿目录出图，入库与覆盖正式资源必须人审。 Game artist from the official expansion post: visits the art pipeline, makes custom assets according to your creative direction, and comes back with what the game needs. Draft in a scratch folder first; promoting or overwriting production assets needs a human.

进阶 Intermediate 内容 · 自动化 Content · Automation
官方 Official 需审批 Needs approval 例行 Routine

办公室经理：工单、排班与门户代劳 Office Manager

Office Manager

官方扩容角色 Office manager：接收工单、规划产能，并在 Gmail、Slack、ServiceTitan、Quo 和客户门户之间代为点选。让店主不必同时活在六个工具里。预约、改价、对外消息默认停在审批。 Official expansion role Office manager: intakes work orders, plans capacity, and does the browser work across Gmail, Slack, ServiceTitan, Quo, and the client portal so a shop owner does not have to live in six tools. Booking, price changes, and outbound messages stop for approval by default.

进阶 Intermediate 自动化 · 每日摘要 Automation · Daily digest
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine

客服退款 Bot：政策内退款先拟后批 Customer Support · in-policy refunds

Customer Support · in-policy refunds

官方扩容角色 Customer support：阅读支持邮件并接入支付服务商，处理政策内的常规退款。Gergely Orosz 在 2026-08-19 公开过同一形态：Grok Bot 连接支持邮箱与 Stripe API，每笔先在 Bot 界面确认再打款。 Official expansion role Customer support: reads support mail, connects to the payments provider, and handles routine in-policy refunds. Gergely Orosz published the same shape on 2026-08-19: Grok Bot on support email plus the Stripe API, confirming each refund in the Bot UI before money moves.

高阶 Advanced 自动化 · 财务 Automation · Finance
教程 Tutorial + 精选 + Featured 需审批 Needs approval 多Agent Multi-agent

边推婴儿车边用语音买菜 Voice grocery shopping on a walk

Voice grocery shopping on a walk

Debbie O'Brien 在手机上用语音让 Grok Bot 往 Alcampo 购物车加东西：截图核对品牌、按照片认零食、查肉饼含肉比例，验证码自己过，付款她最终点头。之后还让 Bot 比了别家超市的同品牌价格。她把这件事从幕僚长里拆成独立的 Shopping Bot，以免上下文被购物填满。 Debbie O'Brien used voice on her phone so Grok Bot could add to an Alcampo cart: screenshot the brands, identify snacks from a photo, check meat percentage on burgers, she cleared captchas herself, and she gave the final okay on payment. Afterwards the Bot compared named-brand prices at other delivery supermarkets. She split this off the chief of staff into a dedicated Shopping Bot so shopping would not fill the context window.

入门 Starter 每日摘要 · 自动化 Daily digest · Automation
社区 Community 需审批 Needs approval 例行 Routine

无聊目录：每晚长一页 A boring directory that grows a page a night

A boring directory that grows a page a night

robert.（@robrtcode）把 Grok Bot 写成「买无聊互联网地」：找没人写的日常搜索缺口，在自己电脑上做小目录，每晚发一页，例行跑，日报进 Telegram。联盟邮件和佣金是作者说法，未核实。 robert. (@robrtcode) frames Grok Bot as buying boring internet land: find a daily-search niche nobody covers, build a small directory on its own computer, publish a page each night, run it on a routine, reports to Telegram. Affiliate emails and commissions are the author’s claim, unverified.

进阶 Intermediate 内容 · 自动化 Content · Automation
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
官方 Official + 精选 + Featured 需审批 Needs approval

Grok Bot 正式接通 X Grok Bot now works with X

Grok Bot now works with X

官方 2026-08-29：在 Grok Bot 里用 X 连接器登录，没有开发者账号也会代开。付费用户获赠 X API 额度。可让 Bot 搜帖、读时间线/提及、拉趋势、管理书签。官方标明这是第一版。 Official, 2026-08-29: sign in with the X connector inside Grok Bot; a developer account is created if you lack one. Paid users get starter X API credits. Bots can search posts, read the timeline and mentions, pull trends, and manage bookmarks. Marked as a first version.

入门 Starter 内容 · 自动化 Content · 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

grokbots.best：社区 Grok Bot 发现站 grokbots.best: a community Grok Bot directory

grokbots.best: a community Grok Bot directory

Hieu Dinh（@hieudinh_）做的公开模板目录，按安装量和集成筛。第三方站，不是 x.ai 官方名录。作者说还会继续加 Bot。 Hieu Dinh’s (@hieudinh_) public-template directory, filterable by installs and integrations. Third-party, not the official x.ai catalog. Author says more bots are coming.

入门 Starter community · 研究 community · Research
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
官方 Official

资讯：Claude Fable 5.1 / Mythos 5.1 News: Claude Fable 5.1 / Mythos 5.1

News: Claude Fable 5.1 / Mythos 5.1

官方 2026-09：Anthropic 发布 Claude Fable 5.1（通用）与 Mythos 5.1（受信访问）。同一底层模型、不同防护等级。定位编码、知识工作与长任务/Agent，并展示科研侧早期例子（蛋白结合、金星高程图、基因组模型加速）。官方称下调 cache read 价。本条是相邻 AI 资讯，不是 Grok Bot 用法。 Official, Sept 2026: Anthropic launched Claude Fable 5.1 (generally available) and Mythos 5.1 (trusted access)—same underlying model, different safeguard levels. Pitch is coding, knowledge work, and long-running / agentic tasks, plus early research demos (protein binders, Venus DEM, genomics speedups). Anthropic says cache-read prices are cut. Adjacent AI news — not a Grok Bot playbook.

入门 Starter 研究 · 每日摘要 Research · Daily digest
官方 Official + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

官方设计文：为持久 Agent 设计 Grok Bot Designing Grok Bot for a world of persistent agents

Designing Grok Bot for a world of persistent agents

xAI 官方设计长文（2026-09-03）：从聊天会话改成 Bot 名册、在场状态、Bot 自己的电脑，以及无需提示就能开工的 Routine。五件基本对象：Bot / Chat / Prompt·Skill·Routine / Tools / Artifacts。多 Agent 用幕僚长路由，记忆按角色边界。 Official xAI design essay (2026-09-03): from chat sessions to a Bot roster, presence, each Bot’s own computer, and Routines that start work without a prompt. Five primitives: Bots, Chats, Prompts/Skills/Routines, Tools, Artifacts. Multi-agent coordination via a Chief of Staff; memory stays role-scoped.

进阶 Intermediate 多 Agent · 运营 Multi-agent · Ops
教程 Tutorial 需审批 Needs approval 例行 Routine 多Agent Multi-agent

MindStudio：Chief of Staff + grill-me 技能上手 MindStudio: Grok Bot tips — Chief of Staff + grill-me skill

MindStudio: Grok Bot tips — Chief of Staff + grill-me skill

MindStudio 教程：用幕僚长路由专精子 Agent、grill-me 技能深挖业务上下文、共享知识 vs 单 Bot 记忆、Composio 扩集成、Routine 云端定时，以及用电脑视图演示学技能。 MindStudio tutorial: chief-of-staff routing to specialist sub-agents, a grill-me skill that interviews you for context, shared vs per-bot memory, Composio for extra integrations, cloud Routines, and teach-by-demo on the agent computer.

入门 Starter 多 Agent · 运营 Multi-agent · Ops
教程 Tutorial + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

Granda：用 BotOps 跑 Grok Bot 舰队 Granda: running a Grok Bot fleet with BotOps

Granda: running a Grok Bot fleet with BotOps

可复现的 L1 幕僚长 → L2 领域主 → L3 临时工/节奏跑者分层：Notion 记工单、表情前缀生命周期、静默默认、swarm 上限 6，并附公开 BotOps skill 仓库。 A reproducible L1 Chief of Staff → L2 domain owners → L3 temps/cadence runners model: Notion tickets, emoji lifecycle, quiet-by-default, swarms capped at 6, plus a public BotOps skill repo.

进阶 Intermediate 多 Agent · 运营 Multi-agent · Ops
教程 Tutorial 需审批 Needs approval 多Agent Multi-agent

Greenlit：幕僚长组织图而非待办清单 Greenlit: chief-of-staff org chart instead of a to-do list

Greenlit: chief-of-staff org chart instead of a to-do list

把 X 上流行的 CoS + 窄专精编排写成五份合同：角色一句、描述承载规则、交接五字段、审批强制、全员共享一台电脑——对照官方 roster 文档的可落地版。 Turns the viral CoS + narrow-specialist pattern into five contracts: one role sentence, rules in the description, five-field handoffs, approvals that enforce, and one shared computer — a buildable reading of the official roster docs.

入门 Starter 多 Agent · 运营 Multi-agent · Ops
教程 Tutorial 需审批 Needs approval 例行 Routine

LaoZhang：安全的 Grok Bot 第一天文档审阅 LaoZhang: a safe first-day Grok Bot document review

LaoZhang: a safe first-day Grok Bot document review

可复现入门：核验计划与账号链接、装对架构桌面端，建 Document Checker，附公开 PDF 跑固定 Markdown 报告提示词，再校正后存为 Skill/考虑 Routine。2026-09-08 对照官方文档核过。 Reproducible first day: verify plan/account linking, install the right desktop build, create a Document Checker, run a fixed Markdown-report prompt on a public PDF, correct it, then save a Skill / consider a Routine. Checked against first-party docs on 2026-09-08.

入门 Starter 运营 · 自动化 Ops · Automation
案例 Case + 精选 + Featured 需审批 Needs approval 例行 Routine 多Agent Multi-agent

AI Maker：七人 Grok Bot 小队从手机跑 AI Maker: a seven-Bot Grok Bot team run from the phone

AI Maker: a seven-Bot Grok Bot team run from the phone

实操小队：Social Writer（Typefully）、CoS 晨间清单（Gmail/Calendar/Todoist）、Invoice Hunter、Content Researcher（Tavily/YouTube/X→Notion）、SEO 周报、Creative Director、Business Coach；强调先手工跑稳再 Skill+Routine。 Hands-on roster: Social Writer (Typefully), CoS morning list (Gmail/Calendar/Todoist), Invoice Hunter, Content Researcher (Tavily/YouTube/X → Notion), SEO weekly report, Creative Director, Business Coach — with “run manually first, then Skill + Routine.”

进阶 Intermediate 多 Agent · 内容 Multi-agent · Content
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