FINDING #1364 · UNIT ID 1124754056
samugit83/redamon
Open-source, self-hosted AI penetration testing framework: maps your attack surface into a graph, autonomously exploits it from a Kali sandbox with human approval gates, and opens PRs that fix what it finds. MCP both ways: plug in any MCP server as a tool, or drive RedAmon from Claude Code or your own agent.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
10.33
ACCEL
-9.50
RETENTION
23.8%
PEAK 2026-10-08 · FORK-RETENTION 50.0% · 31 STARS / WINDOW
Author Audience
AUDIENCE
503
FOLLOWERS
185
OWNER ★
3,175
Engagement Signals
FORKS
617
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 31 / 31 (DIVERSITY 1.00)
Why This Is A Finding
samugit83/redamon собрал 31 звёзд за окно, тогда как у автора всего 185 подписчиков — эффективная аудитория ≈ 503. Это даёт surprise-индекс 0.019 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 50.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 84% OF 8679 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8679 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 84%
VELOCITY10.335.67+4.67ABOVE 71%
RETENTION23.8%42.4%-18.6 PPABOVE 28%
FORKS617334+283ABOVE 62%
SURPRISE0.020.00+0.01ABOVE 73%