FINDING #6126 · UNIT ID 1394675848
Akun-python/autumn-recruitment
Autumn recruitment preparation for algorithm position. Contains categorized LeetCode solutions, enterprise written exam codes, interview experience and CS fundamentals notes including CN, OS and DB.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
62% 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
16.43
ACCEL
+0.07
RETENTION
61.5%
PEAK 2026-10-03 · FORK-RETENTION 69.2% · 115 STARS / WINDOW
Author Audience
AUDIENCE
43
FOLLOWERS
11
OWNER ★
321
Engagement Signals
FORKS
24
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 115 / 115 (DIVERSITY 1.00)
Why This Is A Finding
Akun-python/autumn-recruitment собрал 115 звёзд за окно, тогда как у автора всего 11 подписчиков — эффективная аудитория ≈ 43. Это даёт surprise-индекс 0.20 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 69.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 37% OF 9779 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9779 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 37%
VELOCITY16.433.43+13.00ABOVE 86%
RETENTION61.5%40.0%+21.5 PPABOVE 79%
FORKS24139-115ABOVE 18%
SURPRISE0.200.01+0.19ABOVE 98%