FINDING #3935 · UNIT ID 1119210021
smol-machines/smolvm
Portable, lightweight, self-contained virtual machine.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
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
24.46
ACCEL
+0.16
RETENTION
3.3%
PEAK 2026-04-18 · FORK-RETENTION 0.0% · 4,402 STARS / WINDOW
Author Audience
AUDIENCE
1,075
FOLLOWERS
90
OWNER ★
4,473
Engagement Signals
FORKS
203
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 4,402 / 4,402 (DIVERSITY 1.00)
Why This Is A Finding
smol-machines/smolvm собрал 4,402 звёзд за окно, тогда как у автора всего 90 подписчиков — эффективная аудитория ≈ 1,075. Это даёт surprise-индекс 0.0219 (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 34% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 34%
VELOCITY24.463.29+21.16ABOVE 94%
RETENTION3.3%11.3%-8.0 PPABOVE 13%
FORKS20399+104ABOVE 70%
SURPRISE0.020.01+0.01ABOVE 80%