google-deepmind/science-skills — GitHub trend

FINDING #8728 · UNIT ID 1237911785

google-deepmind/science-skills

GDM Science Skills to speed up agentic scientific workflows with better grounding and higher token efficiency. Integrate insights from AlphaGenome, AFDB, UniProt and 30+ other databases and tools.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0000626

ENGAGEMENT0.37

FRESHNESS1.66

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

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

6% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.13

ACCEL

-0.28

RETENTION

33.9%

PEAK 2026-09-18 · FORK-RETENTION 100.0% · 184 STARS / WINDOW

Author Audience

AUDIENCE

97,949

FOLLOWERS

27,365

OWNER ★

216,094

Engagement Signals

FORKS

372

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 184 / 184 (DIVERSITY 1.00)

Why This Is A Finding

google-deepmind/science-skills собрал 184 звёзд за окно, тогда как у автора всего 27,365 подписчиков — эффективная аудитория ≈ 97,949. Это даёт surprise-индекс 0.0000626 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 10% OF 9675 FINDINGS

#06NandhaKishorM/laya[ PYTHON ]0.50 #08Oldcircle/geo-sleuth[ PYTHON ]0.45 #09rehan-remade/universal-modder[ PYTHON ]0.44 #17nykooi1/vibe-wise[ PYTHON ]0.32 #23Edwardxlai/easyread[ PYTHON ]0.29

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 10%

VELOCITY6.133.80+2.33ABOVE 66%

RETENTION33.9%20.3%+13.6 PPABOVE 78%

FORKS372138+234ABOVE 73%

SURPRISE0.000.01-0.01ABOVE 4%