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machine-genome — Machine Genome is an open identity and provenance protocol for models, agents, harnesses, datasets, and the artifacts that

Model identity protocol

Steady

9

signal score

Too early

trajectory — needs a few more hourly snapshots

Why this scored 9

every term, weighted
Velocity+2.3 / 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+8.8 / 10 max

Decays to zero over 14 days

Saturation penalty1.8 / 30 max

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

Composite9.3

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

Signal history

7-day window (free)

Entities

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