FINDING #3631 · 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)
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
S10 · S10
Growth Telemetry
VELOCITY /D
106.33
ACCEL
+156.00
RETENTION
0.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 319 STARS / WINDOW
Author Audience
AUDIENCE
671
FOLLOWERS
309
OWNER ★
3,618
Engagement Signals
FORKS
462
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 319 / 319 (DIVERSITY 1.00)
Why This Is A Finding
pageman/sutskever-30-implementations собрал 319 звёзд за окно, тогда как у автора всего 309 подписчиков — эффективная аудитория ≈ 671. Это даёт surprise-индекс 0.15 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 28% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 28%
VELOCITY106.336.67+99.67ABOVE 96%
RETENTION0.0%46.5%-46.5 PPABOVE 0%
FORKS462116+346ABOVE 81%
SURPRISE0.150.01+0.14ABOVE 94%