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lobstersdevtools

stinkpot: sqlite-backed shell history

Sqlite shell history

Steady

32

signal score

🔗 3

sources · sqlite

Accelerating

7-day est. ~34

Why this scored 32

every term, weighted
Velocity+18.5 / 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+6.3 / 25 max

How many independent communities are talking about the same entity

Recency+8.6 / 10 max

Decays to zero over 14 days

Saturation penalty1.5 / 30 max

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

Composite31.7

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. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~34

range 3336

14-day

~36

range 3438

30-day

~37

range 3539

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

sqlitego
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