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

FINDING #1986 · 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

SURPRISE0.0158

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

4.67

ACCEL

+0.50

RETENTION

0.0%

PEAK 2026-07-15 · FORK-RETENTION 0.0% · 14 STARS / WINDOW

Author Audience

AUDIENCE

256

FOLLOWERS

OWNER ★

768

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 14 / 14 (DIVERSITY 1.00)

Why This Is A Finding

bioMate-AI/biomate-bioconductor-kb собрал 14 звёзд за окно, тогда как у автора всего 51 подписчиков — эффективная аудитория ≈ 256. Это даёт surprise-индекс 0.0158 (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 60% OF 5024 FINDINGS

#02Git-creat7/grokRegister-cpa[ PYTHON ]0.72 #09vinhhien112/Three.js-Object-Sculptor-Codex-Plugin[ PYTHON ]0.51 #10domanski-ai/headroom[ PYTHON ]0.50 #12William-Lu-stack/LuxyAI[ PYTHON ]0.46 #15fqscfqj/Y2A-Auto[ PYTHON ]0.37

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 60%

VELOCITY4.676.67-2.00ABOVE 34%

RETENTION0.0%46.5%-46.5 PPABOVE 0%

FORKS67116-49ABOVE 36%

SURPRISE0.020.01+0.00ABOVE 53%