FINDING #3940 · UNIT ID 1149416836
unilabsim/UniLab
UniLab: A Heterogeneous Architecture for Robot RL Beyond GPU-Dominant Paradigms
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
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
9.26
ACCEL
+0.07
RETENTION
10.8%
PEAK 2026-06-01 · FORK-RETENTION 0.0% · 833 STARS / WINDOW
Author Audience
AUDIENCE
220
FOLLOWERS
25
OWNER ★
850
Engagement Signals
FORKS
90
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 833 / 833 (DIVERSITY 1.00)
Why This Is A Finding
unilabsim/UniLab собрал 833 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 220. Это даёт surprise-индекс 0.0357 (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 38% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 38%
VELOCITY9.263.99+5.26ABOVE 76%
RETENTION10.8%17.1%-6.3 PPABOVE 33%
FORKS9090+1ABOVE 50%
SURPRISE0.040.01+0.02ABOVE 85%