FINDING #8782 · UNIT ID 1110978260
pageman/sutskever-30-implementations
Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use https://github.com/pageman/Sutskever-Agent | Polyglot / Multi-Backed version at https://github.com/pageman/sutskever-30-beyond-numpy
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% 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
4.00
ACCEL
-4.00
RETENTION
10.0%
PEAK 2026-08-26 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
789
FOLLOWERS
319
OWNER ★
4,702
Engagement Signals
FORKS
589
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
pageman/sutskever-30-implementations собрал 12 звёзд за окно, тогда как у автора всего 319 подписчиков — эффективная аудитория ≈ 789. Это даёт surprise-индекс 0.00482 (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 8% OF 9558 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9558 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY4.005.67-1.67ABOVE 31%
RETENTION10.0%42.9%-32.9 PPABOVE 30%
FORKS589333+256ABOVE 61%
SURPRISE0.000.00+0.00ABOVE 52%