FINDING #3996 · UNIT ID 1151333143
browser-act/skills
Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
93% 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
45.74
ACCEL
+0.59
RETENTION
40.4%
PEAK 2026-06-30 · FORK-RETENTION 0.0% · 4,117 STARS / WINDOW
Author Audience
AUDIENCE
1,350
FOLLOWERS
173
OWNER ★
4,478
Engagement Signals
FORKS
210
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 4,117 / 4,117 (DIVERSITY 1.00)
Why This Is A Finding
browser-act/skills собрал 4,117 звёзд за окно, тогда как у автора всего 173 подписчиков — эффективная аудитория ≈ 1,350. Это даёт surprise-индекс 0.0329 (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 37% 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 37%
VELOCITY45.743.99+41.75ABOVE 96%
RETENTION40.4%17.1%+23.3 PPABOVE 90%
FORKS21090+121ABOVE 72%
SURPRISE0.030.01+0.02ABOVE 82%