Command
What the ranker wants today
Snapshot 2026-08-12T04:09:22Z · public drop 2026-08-13
Today's plays
Why these moved →- now
Write something a group chat would pass around
ShareViaCopyLinkWeight is 20 — 40× a like. That is the strongest positive head in the published ranker.
- now
Ask for a take, not a heart
ReplyWeight and QuoteWeight are both 5. A reply is 10× a like. Likes are a rounding error.
- next
Steal the shape from scene OC, not the in-jokes
A fat tail of posters mint original posts that only mean something in a room they already trained. Phoenix is per-viewer. OON is ×0.75. Operators buy the tool; they should copy the unfinished one-breath shape, not pretend they are that account.
- now
Ship originals to mutuals, not reply-guy content
Mutual-follow originals get ReplyWeight + 15 = 20. Replies and reposts do not get the boost. This rolled back from 20 → 15 on 24 Jul 2026.
- next
One original at a time
Author diversity multiplies each extra post by 0.5^k, floor 0.25. Your second post in a slate is ~0.63×.
- never
Do not farm reports
ReportWeight is -234. One report wipes ~468 likes. Mute (-58.8) is worse than block (-31.2).
Your room
Your last posts
We can only see the draft unless you feed a few posts. One tweet is a mood. A handful is a room.
Coach this draft
What's happening?
Waiting
What's happening?
Radar
Production weights and visibility filtering go public
xai-org/x-algorithm expands 10–15×. home-mixer/params/param.rs now publishes the live-default action weights. Visibility filtering, Scarecrow/Botmaker, Agatha, SimClusters, and Phoenix training code ship. Under the Hood report launches for eligible accounts.