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Signalcrest
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aientity · corroborated across sources

shuohaoskills

for AI content creators, platform teams

Steady

3

signal score

as of 7d ago

1

live items

Too early

trajectory — needs a few more snapshots

github

Why this scored 3

every term, weighted
Velocity+0.0 / 40 max

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

Acceleration+12.2 / 25 max

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

Cross-source spread+0.0 / 25 max

How many independent communities its own items come from

Recency+3.3 / 10 max

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

Saturation penalty13.0 / 30 max

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

Composite2.6

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. 10

    shuohao-skills — AI 短剧制作的 skill 集合:拆角色、排大纲、出场景与道具设定、写剧本、切分镜 | Agent skills for AI short-drama production — character bibles, adaptation outl

    Shuohao-skills provides AI short-drama production modules for script and scene generation. — for AI content creators, platform teams

    githubaiSteady19 saturated18d ago