githubsecurity
VulnHunter — Agentic AI security tool that applies proactive, attacker-first analysis directly to source code.
Ai security tool released
SteadyWhy this scored 0
every term, weightedVelocity+0.5 / 40 max
Engagement per hour, normalized against the fastest item on its own source
Acceleration+0.2 / 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+0.6 / 10 max
Decays to zero over 14 days
Saturation penalty−15.6 / 30 max
Subtracted once something is big and old — we rank what's next, not what's peaked
Composite-14.3 → clamped to 0
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
vulnhunter
Embed a live signal badge
[](https://www.signalcrest.app/topic/gh%3A1292756053)
Drop this in a README or blog post — it updates automatically as the score moves.