FINDING #4068 · UNIT ID 1299472893
BetterWright/betterwright
A persistent, policy-guarded Playwright browser for AI agents — network policy, encrypted credential vault, proof screenshots, and CAPTCHA solving.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
57% 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
38.00
ACCEL
+6.50
RETENTION
15.5%
PEAK 2026-08-19 · FORK-RETENTION 16.7% · 114 STARS / WINDOW
Author Audience
AUDIENCE
48
FOLLOWERS
4
OWNER ★
199
Engagement Signals
FORKS
14
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 114 / 114 (DIVERSITY 1.00)
Why This Is A Finding
BetterWright/betterwright собрал 114 звёзд за окно, тогда как у автора всего 4 подписчиков — эффективная аудитория ≈ 48. Это даёт surprise-индекс 0.43 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 16.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 58% OF 9613 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9613 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 58%
VELOCITY38.005.67+32.33ABOVE 93%
RETENTION15.5%42.9%-27.4 PPABOVE 31%
FORKS14324-310ABOVE 7%
SURPRISE0.430.00+0.43ABOVE 99%