FINDING #6449 · UNIT ID 1376713674
pallavi-shekhar/ai-engineering-interview-questions-company-wise
Your Cheat Sheet For AI Engineering Interviews at Top AI Companies - Questions and Answers.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
9% 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
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
20.00
ACCEL
-9.50
RETENTION
38.2%
PEAK 2026-09-22 · FORK-RETENTION 0.0% · 60 STARS / WINDOW
Author Audience
AUDIENCE
148
FOLLOWERS
78
OWNER ★
703
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 60 / 60 (DIVERSITY 1.00)
Why This Is A Finding
pallavi-shekhar/ai-engineering-interview-questions-company-wise собрал 60 звёзд за окно, тогда как у автора всего 78 подписчиков — эффективная аудитория ≈ 148. Это даёт surprise-индекс 0.11 (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 32% OF 9535 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9535 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 32%
VELOCITY20.005.67+14.33ABOVE 85%
RETENTION38.2%44.1%-5.9 PPABOVE 45%
FORKS43324-281ABOVE 18%
SURPRISE0.110.00+0.10ABOVE 94%