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devtoolsentity · one source so far

dshops

for dsh developers

Steadygithub
Signal score
19
Live items
1
Trajectory
↑ Accelerating
7-day est. ~43

Why this scored 19

every term, weighted
Velocity+3.2 / 40

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

Acceleration+12.2 / 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+7.8 / 10

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

Saturation penalty−4.4 / 30

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

Composite18.8

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

Outlook

low confidence · estimate, not a guarantee

7-day

~43

range 1–54

14-day

~46

range 2–61

30-day

~48

range 0–67

Signal history

7-day window (free)
1764

projected trajectory (estimate, not a guarantee)

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
    9

    dsh-ops — A toolkit for low-level operations in DSH, designed to reduce token usage and task execution time / DSH 底层操作工具插件,旨在减少 Token 消耗与任务耗

    Toolkit cuts token usage and speeds low-level DSH operations. · for dsh developers

    githubSteadydevtools−11 saturated3d ago