Skip to content
Signalcrest
Back to entity feed
aientity · one source so far

yuwenpublishprecheck

for content creators

Steadygithub
Signal score
0
as of 44d ago
Live items
1
Trajectory
Too early
needs a few more snapshots

Why this scored 0

every term, weighted
Velocity+0.0 / 40

Its fastest-moving item, measured against the pace of its own source

Acceleration+0.0 / 25

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25

How many independent communities its own items come from

Recency+3.6 / 10

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty10.0 / 30

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite-6.4 → clamped to 0

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 1
    0

    yuwen-publish-precheck — 发布前审|发抖音/小红书/视频号前先让 AI 审一遍:哪句踩线、依据哪条官方规则、给能直接用的改法。38 篇真实样本校准判定尺度,72 条官方原文引文可查证,你踩过的坑沉淀成本地规则库越用越准。不承诺过审,不教绕审。

    AI content review · for content creators

    githubSteady 4 · claudeai15 saturated53d ago