Grok Bot template · Research & Briefings
Perpetual Learning Machine
Shared by Marc
Reads your X likes, bookmarks, and the topics of accounts you follow, studies those topics, and prepares a cited digest for the next day
What this Grok bot does
Reads your X likes, bookmarks, and the topics of accounts you follow, studies those topics, and prepares a cited digest for the next day. Public posts need no X connection. Your own likes, bookmarks, follows, and home timeline need the X plugin. Never writes to X.
Perpetual Learning Machine at a glance
Perpetual Learning Machine is an on demand research bot shared by Marc and first listed on 2026-10-28. It works when you message it rather than on a timer, which keeps usage low. One public catalog lists it, and its x.ai share link was last checked live on 2026-10-28.
How Perpetual Learning Machine compares
On our popularity score (installs, votes and how many catalogs list it), Perpetual Learning Machine shares rank 1,000 of 1,049 Research & Briefings bots with 8 others. Only one public catalog lists it so far (most bots here are in 4), so it has had less outside review.
| Bot | What it does | Schedule · access | Compared with Perpetual Learning Machine |
|---|---|---|---|
| Bookmarks X@chorch_md | Reads your X bookmarks and folders, keeps local state and twice a week sends a short prioritized digest… | On demandLow access | Both cover bookmarks, reads and digest. Same schedule and access level. |
| X Bookmarks Daily@genxtraders | Reads your X bookmarks, likes and For You feed every day and sends a themed summary with a chart, plus a… | DailyConnects accounts | Both cover bookmarks, reads and likes. It runs daily instead of on demand, asks for more access (code repos) and also connects to X (Twitter). |
| X Briefcommunity | Turns the accounts and topics you pick on X into one short daily brief | DailyHigh access | Both cover accounts, topics and reads. It runs daily instead of on demand, asks for more access (publishing) and also connects to X (Twitter). |
Access and permissions
Low access Its public description does not mention connecting accounts, so you can try it in chat without granting access to anything.
No account access mentioned in the public description.
Derived from the public description. The live configuration on x.ai is the source of truth — review it before adding.
Before you add Perpetual Learning Machine
- Prefer bots that cite sources inline over ones that only summarize.
- Open the x.ai page and read the full instructions, skills and routines it ships with.
Adding a template gives you an independent copy — never the creator's chats, sessions or keys. How adding a Grok Bot template works.