FINDING #6541 · UNIT ID 1395116154
StartLuxLabs/StartLux-Decision
Typed decision models from 0.8B to 35B-A3B, over text and images with a 256K-token context. Every question comes back with a probability for each option.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
64% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
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
30.71
ACCEL
+3.93
RETENTION
62.7%
PEAK 2026-10-04 · FORK-RETENTION 63.2% · 215 STARS / WINDOW
Author Audience
AUDIENCE
101
FOLLOWERS
15
OWNER ★
354
Engagement Signals
FORKS
28
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 215 / 215 (DIVERSITY 1.00)
Why This Is A Finding
StartLuxLabs/StartLux-Decision собрал 215 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 101. Это даёт surprise-индекс 0.22 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 63.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 33% OF 9779 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9779 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 33%
VELOCITY30.713.57+27.14ABOVE 92%
RETENTION62.7%40.0%+22.7 PPABOVE 79%
FORKS28108-80ABOVE 23%
SURPRISE0.220.01+0.21ABOVE 98%