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lobstersweb

Squalk: an old-school forum engine built on Nostr (NIP-29 groups, NIP-7D threads)

Squalk provides a retro forum UI built on Nostr's decentralized protocol for distributed discussions.

Steady
Signal score
28
as of 22h ago
Trajectory
Steady
7-day est. ~24

Why this scored 28

every term, weighted
Velocity+4.4 / 40

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

Acceleration+15.3 / 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+9.2 / 10

Decays to zero over 14 days

Saturation penalty0.7 / 30

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

Composite28.2

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

~24

range 035

14-day

~24

range 038

30-day

~24

range 043

Signal history

7-day window (free)
959

projected trajectory (estimate, not a guarantee)

Entities

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