BetaStreetOmnis/xhs_ai_publisher — GitHub trend

FINDING #1934 · UNIT ID 886118922

BetaStreetOmnis/xhs_ai_publisher

AI-powered Xiaohongshu/Rednote content creation and publishing tool with PyQt desktop UI, FastAPI service, login-state reuse, preview publish, and automated browser workflows.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00721

ENGAGEMENT0.20

FRESHNESS1.34

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

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

21% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.33

ACCEL

-0.02

RETENTION

13.1%

PEAK 2026-03-02 · FORK-RETENTION 0.0% · 419 STARS / WINDOW

Author Audience

AUDIENCE

283

FOLLOWERS

OWNER ★

2,277

Engagement Signals

FORKS

297

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 419 / 419 (DIVERSITY 1.00)

Why This Is A Finding

BetaStreetOmnis/xhs_ai_publisher собрал 419 звёзд за окно, тогда как у автора всего 55 подписчиков — эффективная аудитория ≈ 283. Это даёт surprise-индекс 0.00721 (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 67% OF 5944 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 67%

VELOCITY2.333.29-0.97ABOVE 31%

RETENTION13.1%11.3%+1.8 PPABOVE 56%

FORKS29799+198ABOVE 78%

SURPRISE0.010.01-0.00ABOVE 41%