google-deepmind/science-skills — GitHub trend

FINDING #8732 · 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

SURPRISE0.0000595

ENGAGEMENT0.39

FRESHNESS1.66

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

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

5% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.83

ACCEL

-0.20

RETENTION

44.4%

PEAK 2026-09-21 · FORK-RETENTION 95.2% · 175 STARS / WINDOW

Author Audience

AUDIENCE

97,964

FOLLOWERS

27,365

OWNER ★

216,172

Engagement Signals

FORKS

372

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 175 / 175 (DIVERSITY 1.00)

Why This Is A Finding

google-deepmind/science-skills собрал 175 звёзд за окно, тогда как у автора всего 27,365 подписчиков — эффективная аудитория ≈ 97,964. Это даёт surprise-индекс 0.0000595 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 95.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 10% OF 9676 FINDINGS

#08rehan-remade/universal-modder[ PYTHON ]0.44 #16nykooi1/vibe-wise[ PYTHON ]0.31 #18Edwardxlai/easyread[ PYTHON ]0.29 #20debpalash/VoiceStudio[ PYTHON ]0.29 #22HeyOkay/HaloBattery[ PYTHON ]0.28

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 10%

VELOCITY5.833.80+2.03ABOVE 65%

RETENTION44.4%20.0%+24.4 PPABOVE 92%

FORKS372142+230ABOVE 72%

SURPRISE0.000.01-0.01ABOVE 4%