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deepseek-harness — DeepSeek Harness: Everything is a Plugin.

DeepSeek Harness is built so that every component is a swappable plugin.

Steady

24

signal score

as of 23h ago

Cooling

7-day est. ~12

Why this scored 24

every term, weighted
Velocity+40.0 / 40 max

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

Acceleration+12.3 / 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+0.4 / 10 max

Decays to zero over 14 days

Saturation penalty28.9 / 30 max

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

Composite23.7

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, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Outlook

medium confidence · estimate, not a guarantee

7-day

~12

range 024

14-day

~0

range 011

30-day

~0

range 00

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

deepseek
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[![Signalcrest signal](https://www.signalcrest.app/api/badge/gh%3A1333065091)](https://www.signalcrest.app/topic/gh%3A1333065091)

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