brightbeanxyz/brightbean-studio — GitHub trend

FINDING #1938 · UNIT ID 1191561598

brightbeanxyz/brightbean-studio

Open-source, self-hostable social media management platform. Schedule, publish, and manage content across 10+ platforms from a single dashboard. Free alternative to Buffer, Sendible, and SocialPilot.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0151

ENGAGEMENT0.20

FRESHNESS1.33

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

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

11% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

7.27

ACCEL

+0.20

RETENTION

12.1%

PEAK 2026-07-08 · FORK-RETENTION 0.0% · 218 STARS / WINDOW

Author Audience

AUDIENCE

442

FOLLOWERS

OWNER ★

2,042

Engagement Signals

FORKS

403

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 218 / 218 (DIVERSITY 1.00)

Why This Is A Finding

brightbeanxyz/brightbean-studio собрал 218 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 442. Это даёт surprise-индекс 0.0151 (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 69% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 69%

VELOCITY7.274.23+3.03ABOVE 67%

RETENTION12.1%29.4%-17.3 PPABOVE 16%

FORKS40392+311ABOVE 82%

SURPRISE0.020.01+0.00ABOVE 57%