FINDING #3634 · 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)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
19.61
ACCEL
-0.47
RETENTION
1.3%
PEAK 2026-01-18 · FORK-RETENTION 0.0% · 3,529 STARS / WINDOW
Author Audience
AUDIENCE
671
FOLLOWERS
309
OWNER ★
3,618
Engagement Signals
FORKS
462
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,529 / 3,529 (DIVERSITY 1.00)
Why This Is A Finding
pageman/sutskever-30-implementations собрал 3,529 звёзд за окно, тогда как у автора всего 309 подписчиков — эффективная аудитория ≈ 671. Это даёт surprise-индекс 0.0276 (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 39% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 39%
VELOCITY19.613.29+16.31ABOVE 92%
RETENTION1.3%11.3%-10.0 PPABOVE 3%
FORKS46299+363ABOVE 86%
SURPRISE0.030.01+0.02ABOVE 89%