brightbeanxyz/brightbean-studio — GitHub trend

FINDING #1894 · 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

SURPRISE0.0139

ENGAGEMENT0.64

FRESHNESS1.00

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

7.29

ACCEL

+1.46

RETENTION

53.1%

PEAK 2026-08-27 · FORK-RETENTION 42.9% · 51 STARS / WINDOW

Author Audience

AUDIENCE

482

FOLLOWERS

OWNER ★

2,222

Engagement Signals

FORKS

468

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 51 / 51 (DIVERSITY 1.00)

Why This Is A Finding

brightbeanxyz/brightbean-studio собрал 51 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 482. Это даёт surprise-индекс 0.0139 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 42.9% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 81% OF 9771 FINDINGS

#05MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #08zeenie-ai/OpenCompany[ PYTHON ]0.38 #15litaolemo/xtquant_big_convert[ PYTHON ]0.33 #23917Dhj/DeepPaperNote[ PYTHON ]0.27 #24LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.27

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 81%

VELOCITY7.293.71+3.57ABOVE 71%

RETENTION53.1%39.3%+13.8 PPABOVE 71%

FORKS46891+377ABOVE 85%

SURPRISE0.010.01+0.00ABOVE 61%