FINDING #1158 · UNIT ID 1075538183
Pnwcomputers/ULTIMATE-CYBERSECURITY-MASTER-GUIDE
This repository provides a centralized resource for operational cyber defense and offense, compiling Theory, Tools, Operating Procedures, and Step-by-Step Guides across various critical security domains. Content is sourced from industry-leading books and technical presentations, focusing on practical application rather than JUST theory.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
17% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.29
ACCEL
-0.00
RETENTION
0.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 16 STARS / WINDOW
Author Audience
AUDIENCE
25
FOLLOWERS
13
OWNER ★
123
Engagement Signals
FORKS
13
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 16 / 16 (DIVERSITY 1.00)
Why This Is A Finding
Pnwcomputers/ULTIMATE-CYBERSECURITY-MASTER-GUIDE собрал 16 звёзд за окно, тогда как у автора всего 13 подписчиков — эффективная аудитория ≈ 25. Это даёт surprise-индекс 0.035 (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 83% OF 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 83%
VELOCITY2.294.14-1.86ABOVE 26%
RETENTION0.0%40.6%-40.6 PPABOVE 0%
FORKS1389-76ABOVE 12%
SURPRISE0.040.01+0.02ABOVE 80%