Grok Bot Compass

About the system

An AI team that runs like a small company.

This system is built on Grok Bot. Each AI agent has its own role, the Chief Operating Officer coordinates the work, public content goes through quality checks, and people make the key decisions.

Design principles

1

Check each item as it arrives

We don't wait for a batch to pile up before fact-checking. Each item gets checked as soon as it comes in and goes straight back to whoever sent it. We tried checking in two batches a day, and drafts just sat there waiting, so we switched.

2

Tone check before anything goes public

Any Chinese or English text that will be public, including posts, site copy and comment replies, gets at least one tone check before it goes out. We want it to read like a person wrote it, without breaking a single fact.

3

Report only what can be verified

Reports cover only what someone actually saw or checked. If something can't be verified, the report says "unable to confirm" and explains why, instead of glossing over it with "it should be done by now." Before describing a piece of work, look at the actual result first.

4

Ask the Decision Maker before sending or spending

Sending messages outside the team, spending money and changing system rules get the Decision Maker's approval first when needed. The AI teammates do the prep work; whether to send it, and whether to spend the money, is the Decision Maker's call.

5

Keep it in the ledger, not in memory

Every assignment goes into a shared task ledger with the owner, the deadline and the evidence. Project Management reconciles it regularly to catch anything overdue or stuck. The Chief Operating Officer writes a morning brief every day and pulls out what needs the Decision Maker's sign-off.

6

Turn every mistake into a checklist item

Each time something goes wrong, we write down the cause and the right way to do it in a mistakes checklist. Before every new piece of work, we go through that list so the same mistake doesn't happen again.

How the team is organized

The Decision Maker mostly gives direction through the Chief Operating Officer, who assigns work across six departments. When needed, the Decision Maker also briefs individual teammates directly.

What each department does

Project Management

Maintains the shared task ledger. Tracks and reminds only, and never does other departments' work for them.

Task Tracker
Logs every assignment, reconciles the ledger regularly, flags anything overdue, stuck or unlogged, and hands follow-ups to the Chief Operating Officer.
Task Tracker (second)
Cross-checks the same ledger with the first tracker and adds any tasks that were missed.

Content & Social

Finds topics, writes, and runs social accounts and community engagement. Facts in drafts go to Quality Assurance for checking, and everything gets a tone check before it goes public.

Social & Video Channel Manager
Plans and publishes social posts, runs video channels and replies to comments (everything must pass a tone check before it's published).
Character Content Manager
Handles characters' profiles, storylines, videos and everyday content.
Topic Researcher
Scans trending topics and supplies topic and script options.
Blog Writer
Writes blog post drafts.
Translator
Handles multilingual content.
SEO Specialist
Makes content easier to find in search.

Quality Assurance

Checks each item as it comes in and sends it straight back to whoever submitted it.

Fact Checker
Verifies facts, figures, quotes and video content, gives each item a verdict with reasons and sources, and suggests fixes.

Research & Intelligence

Keeps information organized and current. Facts and figures go to Quality Assurance for checking before the key points go to the Decision Maker.

Global Affairs Monitor
Tracks major events that could move markets and summarizes the key points regularly.
Crypto Researcher
Summarizes trading views from selected channels and sends them to Quality Assurance for checking.
Public Figure Monitor
Summarizes public figures' posts on a set schedule.
Financial Planning Specialist
Keeps financial records.

Information Security

Reports only, never fixes things directly. Stays quiet when nothing's wrong, and reports anything unusual to the Chief Operating Officer with evidence.

Security Monitor
Scans for exposed sensitive information and watches for unusual activity. Sensitive values are always masked in reports.

Engineering

Builds and maintains public websites and internal tools.

Web Engineer
Maintains the service website, this guide site, and the control panel that shows the Decision Maker every department's status at a glance.

Articles

Workflow

How a piece of content goes from topic to publication. Actions like sending messages outside the team or spending money go to the Decision Maker for approval first when needed.

  1. 1Topic research
  2. 2Writing
  3. 3Fact check
  4. 4Tone check
  5. 5Decision Maker approvalWhen needed
  6. 6Publish
  7. 7Task closed in tracker