Pantheon-Security/medusa — GitHub trend

FINDING #722 · UNIT ID 1097137279

Pantheon-Security/medusa

AI-first security scanner. NEW in v2026.7: Claude Code compromise detection — vet .claude/ hooks, permissions & skills before you clone — plus an always-on AI attack-signature scanner and native Rust & PHP rules. Also: medusa scan --git to vet any repo, medusa secrets scan for leaked API keys. 40,000+ patterns, zero setup.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0355

ENGAGEMENT0.20

FRESHNESS1.33

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

36% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

11.33

ACCEL

+0.16

RETENTION

13.0%

PEAK 2026-06-30 · FORK-RETENTION 0.0% · 340 STARS / WINDOW

Author Audience

AUDIENCE

279

FOLLOWERS

OWNER ★

1,017

Engagement Signals

FORKS

153

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 340 / 340 (DIVERSITY 1.00)

Why This Is A Finding

Pantheon-Security/medusa собрал 340 звёзд за окно, тогда как у автора всего 38 подписчиков — эффективная аудитория ≈ 279. Это даёт surprise-индекс 0.0355 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 89% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.020.00+0.01ABOVE 89%

VELOCITY11.334.23+7.10ABOVE 77%

RETENTION13.0%29.4%-16.4 PPABOVE 18%

FORKS15392+61ABOVE 63%

SURPRISE0.040.01+0.02ABOVE 80%