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Seep-Reverse-Lab — Agent-Native multi-platform reverse engineering and CWE-602 client-side authorization audit workbench.

Multi-platform reverse-engineering and client-side auth audit workbench.

Steady
Signal score
9
Trajectory
↓ Cooling
7-day est. ~1

Why this scored 9

every term, weighted
Velocity+2.7 / 40

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

Acceleration+13.0 / 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+4.0 / 10

Decays to zero over 14 days

Saturation penalty−10.2 / 30

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

Composite9.5

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

~1

range 0–13

14-day

~0

range 0–14

30-day

~0

range 0–19

Signal history

7-day window (free)
121

projected trajectory (estimate, not a guarantee)

Entities

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