browser-act/skills — GitHub trend

FINDING #1062 · 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.

[ PYTHON ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0317

ENGAGEMENT0.19

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

7% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

44.14

ACCEL

-7.71

RETENTION

33.3%

PEAK 2026-07-09 · FORK-RETENTION 0.0% · 309 STARS / WINDOW

Author Audience

AUDIENCE

1,350

FOLLOWERS

173

OWNER ★

4,478

Engagement Signals

FORKS

210

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 309 / 309 (DIVERSITY 1.00)

Why This Is A Finding

browser-act/skills собрал 309 звёзд за окно, тогда как у автора всего 173 подписчиков — эффективная аудитория ≈ 1,350. Это даёт surprise-индекс 0.0317 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 85% OF 6892 FINDINGS

#01MDX-Tom/gpt-5.6-instruct[ PYTHON ]0.86 #02Git-creat7/grokRegister-cpa[ PYTHON ]0.67 #04William-Lu-stack/LuxyAI[ PYTHON ]0.52 #05AlephAITech/WorkBuddyGuide[ PYTHON ]0.51 #06Cjbuilds/Codex-Orchestration[ PYTHON ]0.51

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 85%

VELOCITY44.144.14+40.00ABOVE 93%

RETENTION33.3%40.6%-7.3 PPABOVE 37%

FORKS21089+121ABOVE 71%

SURPRISE0.030.01+0.02ABOVE 79%