brightbeanxyz/brightbean-studio — GitHub trend

FINDING #2446 · 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

SURPRISE0.0115

ENGAGEMENT0.20

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

5.57

ACCEL

-0.96

RETENTION

42.4%

PEAK 2026-07-09 · FORK-RETENTION 0.0% · 39 STARS / WINDOW

Author Audience

AUDIENCE

442

FOLLOWERS

OWNER ★

2,042

Engagement Signals

FORKS

403

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 39 / 39 (DIVERSITY 1.00)

Why This Is A Finding

brightbeanxyz/brightbean-studio собрал 39 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 442. Это даёт surprise-индекс 0.0115 (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 65% 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

SCORE0.000.00+0.00ABOVE 65%

VELOCITY5.574.14+1.43ABOVE 59%

RETENTION42.4%40.6%+1.8 PPABOVE 52%

FORKS40389+314ABOVE 83%

SURPRISE0.010.01+0.00ABOVE 51%