FINDING #3845 · UNIT ID 1400250107
BootLoops-ai/bootloops
BootLoops 1.0: certified computational tools and house engines for exact and high-precision physics and quantitative science, built to be driven by LLM agents. MIT; docs CC BY 4.0.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
53% 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
Growth Telemetry
VELOCITY /D
45.00
ACCEL
+24.00
RETENTION
55.2%
PEAK 2026-10-03 · FORK-RETENTION 38.7% · 135 STARS / WINDOW
Author Audience
AUDIENCE
207
FOLLOWERS
75
OWNER ★
286
Engagement Signals
FORKS
51
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 135 / 135 (DIVERSITY 1.00)
Why This Is A Finding
BootLoops-ai/bootloops собрал 135 звёзд за окно, тогда как у автора всего 75 подписчиков — эффективная аудитория ≈ 207. Это даёт surprise-индекс 0.18 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 38.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 50% OF 7723 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7723 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 50%
VELOCITY45.005.67+39.33ABOVE 94%
RETENTION55.2%40.0%+15.2 PPABOVE 65%
FORKS51334-283ABOVE 21%
SURPRISE0.180.00+0.18ABOVE 97%