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Signalcrest
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aientity · corroborated across sources

autoprompt

for ai agent developers

Steady

17

signal score

1

live items

Cooling

7-day est. ~0

github

Why this scored 17

every term, weighted
Velocity+6.7 / 40 max

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

Acceleration+12.5 / 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+5.5 / 10 max

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

Saturation penalty8.1 / 30 max

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

Composite16.6

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

Outlook

medium confidence · estimate, not a guarantee

7-day

~0

range 08

14-day

~0

range 00

30-day

~0

range 00

Signal history

7-day window (free)

— — 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. 110

    autoprompt-skill — Autoprompt is a coding-agent skill that cuts failures by 45% on agentic coding tasks.

    Autoprompt skill cuts coding-agent failures by 45%, improving agentic workflow reliability. — for ai agent developers

    githubaiSteady13 saturated6d ago