FINDING #5725 · UNIT ID 1080633219
karanb192/algo-sensei
Your AI-powered LeetCode & DSA mentor for Claude Code and Claude.ai. Master algorithms through intelligent guidance, progressive hints, and pattern recognition training—not just copy-pasting solutions. Features: Mock interviews, code review, multi-language support (Python, Java, C++, JS, Go). Learn to think like a senior engineer. 🥋
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
28% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · S10
Growth Telemetry
VELOCITY /D
1.77
ACCEL
-0.09
RETENTION
11.9%
PEAK 2026-06-17 · FORK-RETENTION 0.0% · 53 STARS / WINDOW
Author Audience
AUDIENCE
279
FOLLOWERS
93
OWNER ★
1,864
Engagement Signals
FORKS
44
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 53 / 53 (DIVERSITY 1.00)
Why This Is A Finding
karanb192/algo-sensei собрал 53 звёзд за окно, тогда как у автора всего 93 подписчиков — эффективная аудитория ≈ 279. Это даёт surprise-индекс 0.00553 (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 9% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 9%
VELOCITY1.774.23-2.47ABOVE 10%
RETENTION11.9%29.4%-17.5 PPABOVE 16%
FORKS4492-48ABOVE 30%
SURPRISE0.010.01-0.01ABOVE 33%