FINDING #2081 · 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)
2% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
8.14
ACCEL
-1.82
RETENTION
20.2%
PEAK 2026-10-08 · FORK-RETENTION 30.8% · 57 STARS / WINDOW
Author Audience
AUDIENCE
510
FOLLOWERS
188
OWNER ★
3,224
Engagement Signals
FORKS
623
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 57 / 57 (DIVERSITY 1.00)
Why This Is A Finding
samugit83/redamon собрал 57 звёзд за окно, тогда как у автора всего 188 подписчиков — эффективная аудитория ≈ 510. Это даёт surprise-индекс 0.0148 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 30.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 79% OF 9747 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 79%
VELOCITY8.143.57+4.57ABOVE 73%
RETENTION20.2%33.3%-13.1 PPABOVE 33%
FORKS623104+519ABOVE 87%
SURPRISE0.010.01+0.01ABOVE 63%