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๐Ÿ—๏ธ Akhouri Systems: 4 apps, 1 thirteen-year-old kid, 0 employees

kid makes apps

Steady

7

signal score

โ†“ Cooling

7-day est. ~0

Why this scored 7

every term, weighted
Velocity+1.0 / 40 max

Engagement per hour, normalized against the fastest item on its own source

Acceleration+0.0 / 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 are talking about the same entity

Recency+7.9 / 10 max

Decays to zero over 14 days

Saturation penaltyโˆ’1.7 / 30 max

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

Composite7.2

Weights are hand-tuned, not learned โ€” 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. Full methodology

Outlook

low confidence ยท estimate, not a guarantee

7-day

~0

range 0โ€“2

14-day

~0

range 0โ€“0

30-day

~0

range 0โ€“0

Signal history

7-day window (free)

โ€” โ€” projected trajectory (estimate, not a guarantee)

Entities

akhouri systems
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Drop this in a README or blog post โ€” it updates automatically as the score moves.