FINDING #3795 · 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)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.00
ACCEL
-1.00
RETENTION
0.0%
PEAK 2026-10-11 · FORK-RETENTION 0.0% · 9 STARS / WINDOW
Author Audience
AUDIENCE
510
FOLLOWERS
188
OWNER ★
3,224
Engagement Signals
FORKS
623
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)
Why This Is A Finding
samugit83/redamon собрал 9 звёзд за окно, тогда как у автора всего 188 подписчиков — эффективная аудитория ≈ 510. Это даёт surprise-индекс 0.00545 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 53% OF 8038 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8038 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 53%
VELOCITY3.005.67-2.67ABOVE 10%
RETENTION0.0%14.3%-14.3 PPABOVE 0%
FORKS623333+291ABOVE 62%
SURPRISE0.010.01+0.00ABOVE 51%