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devtoai

Everyone's learning to prompt better. That's the wrong skill.

Improving prompts isn't the key skill developers should focus on.

Steady
Signal score
22
Trajectory
→ Steady
7-day est. ~17

Why this scored 22

every term, weighted
Velocity+0.8 / 40

Engagement gained per hour since the last capture, against the fastest item on its own source

Acceleration+14.2 / 25

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

Cross-source spread+0.0 / 25

How many independent communities are talking about the same entity

Recency+8.5 / 10

Decays to zero over 14 days

Saturation penalty−1.5 / 30

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite22.0

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic'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

~17

range 0–29

14-day

~11

range 0–26

30-day

~0

range 0–19

Signal history

7-day window (free)
1074

projected trajectory (estimate, not a guarantee)

Embed a live signal badge
Signalcrest signal badge
[![Signalcrest signal](https://www.signalcrest.app/api/badge/dev%3A4746868)](https://www.signalcrest.app/topic/dev%3A4746868)

Drop this in a README or blog post — it updates automatically as the score moves.