FINDING #5981 · UNIT ID 1187805808
amitshekhariitbhu/ai-engineering-interview-questions
Your Cheat Sheet for AI Engineering Interview – Questions and Answers.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
52% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
12.62
ACCEL
-0.09
RETENTION
17.5%
PEAK 2026-04-22 · FORK-RETENTION 0.0% · 1,136 STARS / WINDOW
Author Audience
AUDIENCE
15,640
FOLLOWERS
8,629
OWNER ★
70,108
Engagement Signals
FORKS
400
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,136 / 1,136 (DIVERSITY 1.00)
Why This Is A Finding
amitshekhariitbhu/ai-engineering-interview-questions собрал 1,136 звёзд за окно, тогда как у автора всего 8,629 подписчиков — эффективная аудитория ≈ 15,640. Это даёт surprise-индекс 0.000805 (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 6% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY12.623.99+8.63ABOVE 83%
RETENTION17.5%17.1%+0.4 PPABOVE 51%
FORKS40090+311ABOVE 84%
SURPRISE0.000.01-0.01ABOVE 13%