bioMate-AI/biomate-bioconductor-kb — GitHub trend

FINDING #760 · UNIT ID 1250860168

bioMate-AI/biomate-bioconductor-kb

BioMate-KB Bioconductor Skills — 200 packages (top 100 by downloads + 100 rising stars) as vignette-grounded Claude/agent skills, with per-package workflow recipes

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0338

ENGAGEMENT0.20

FRESHNESS1.35

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

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

46% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

10.00

ACCEL

-0.66

RETENTION

26.8%

PEAK 2026-06-19 · FORK-RETENTION 0.0% · 300 STARS / WINDOW

Author Audience

AUDIENCE

256

FOLLOWERS

OWNER ★

768

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 300 / 300 (DIVERSITY 1.00)

Why This Is A Finding

bioMate-AI/biomate-bioconductor-kb собрал 300 звёзд за окно, тогда как у автора всего 51 подписчиков — эффективная аудитория ≈ 256. Это даёт surprise-индекс 0.0338 (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 88% 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+0.01ABOVE 88%

VELOCITY10.004.23+5.77ABOVE 74%

RETENTION26.8%29.4%-2.6 PPABOVE 44%

FORKS6792-25ABOVE 41%

SURPRISE0.030.01+0.02ABOVE 79%