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

FINDING #1368 · 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

SURPRISE0.0122

ENGAGEMENT0.20

FRESHNESS1.42

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

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

99% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.61

ACCEL

+0.08

RETENTION

37.5%

PEAK 2026-06-09 · FORK-RETENTION 0.0% · 649 STARS / WINDOW

Author Audience

AUDIENCE

256

FOLLOWERS

OWNER ★

768

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 649 / 649 (DIVERSITY 1.00)

Why This Is A Finding

bioMate-AI/biomate-bioconductor-kb собрал 649 звёзд за окно, тогда как у автора всего 51 подписчиков — эффективная аудитория ≈ 256. Это даёт surprise-индекс 0.0122 (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 77% OF 5944 FINDINGS

#14adminlove520/AI-Account-Toolkit[ PYTHON ]0.0687 #29liaohch3/claude-tap[ PYTHON ]0.0532 #30Thysrael/Horizon[ PYTHON ]0.0521 #39dreamzero0/dreamzero[ PYTHON ]0.0478 #40hero8152/Infinite-Canvas[ PYTHON ]0.0471

METRICS IN CONTEXT

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

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 77%

VELOCITY3.613.29+0.31ABOVE 54%

RETENTION37.5%11.3%+26.1 PPABOVE 93%

FORKS6799-32ABOVE 37%

SURPRISE0.010.01+0.00ABOVE 55%