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
Reach index
75A
Scene · Micro
One breath. Reply/quote or it dies.
Scene post. Fat-tail OC. Lands if the room already has the context. Not a template. Scoring on reply (5 × p≈21.2%).
Do this before you post
- now
Do not explain it in the same post
The replies exist because the thought is unfinished. Spell it out and you get a blog sentence. Answer in the replies — each one is weight 5.
ReplyWeight / QuoteWeight — scene prior
- next
This only hits a room you already trained
Fat-tail OC. Phoenix scores per viewer. Mutuals who have been eating your last 20 posts will reply. A cold OON viewer (×0.75) sees a fragment. Don't industrialize this. If you sell to operators, steal the one-breath shape — not the in-joke.
OonWeightFactor 0.75 + per-viewer Phoenix
- now
Cut it until it feels unfinished
The NK-shape is one breath. A paragraph of context is Operator voice wearing a Scene costume.
Scene prior vs dwell-on-thread
- next
Stay for the conversation, don't escalate
Loaded topics lift reply and quote priors. They also lift NotInterested and Mute a little. The published report head is −234 — do not turn this into an insult thread.
ReplyWeight vs NotInterested / Mute / Report
Phoenix predicts P(action) per viewer from their engagement history. Outrank estimates those probabilities from the draft, then multiplies by the published production weights. It is a coaching instrument, not the live ranker.
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.