FINDING #7729 · UNIT ID 1234188479
ahegazy0/linux-basics-for-hackers-notes
A structured course built from personal study notes of the book Linux Basics for Hackers by OccupyTheWeb.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
5% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
9.14
ACCEL
+3.18
RETENTION
56.0%
PEAK 2026-08-08 · FORK-RETENTION 60.0% · 64 STARS / WINDOW
Author Audience
AUDIENCE
206
FOLLOWERS
73
OWNER ★
1,326
Engagement Signals
FORKS
117
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 64 / 64 (DIVERSITY 1.00)
Why This Is A Finding
ahegazy0/linux-basics-for-hackers-notes собрал 64 звёзд за окно, тогда как у автора всего 73 подписчиков — эффективная аудитория ≈ 206. Это даёт surprise-индекс 0.0372 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 60.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 20% OF 9721 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 20%
VELOCITY9.143.43+5.71ABOVE 77%
RETENTION56.0%32.1%+23.9 PPABOVE 85%
FORKS117130-13ABOVE 47%
SURPRISE0.040.01+0.03ABOVE 86%