FINDING #5394 · 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)
10% 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
11.07
ACCEL
+2.03
RETENTION
0.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 332 STARS / WINDOW
Author Audience
AUDIENCE
671
FOLLOWERS
309
OWNER ★
3,618
Engagement Signals
FORKS
462
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 332 / 332 (DIVERSITY 1.00)
Why This Is A Finding
pageman/sutskever-30-implementations собрал 332 звёзд за окно, тогда как у автора всего 309 подписчиков — эффективная аудитория ≈ 671. Это даёт surprise-индекс 0.0156 (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 14% 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 14%
VELOCITY11.074.23+6.83ABOVE 76%
RETENTION0.0%29.4%-29.4 PPABOVE 0%
FORKS46292+370ABOVE 84%
SURPRISE0.020.01+0.00ABOVE 58%