google-deepmind/science-skills — GitHub trend

FINDING #7779 · 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

SURPRISE0.000063

ENGAGEMENT0.38

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.00

ACCEL

0.00

RETENTION

62.5%

PEAK 2026-08-29 · FORK-RETENTION 0.0% · 18 STARS / WINDOW

Author Audience

AUDIENCE

95,180

FOLLOWERS

26,411

OWNER ★

211,912

Engagement Signals

FORKS

313

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 18 / 18 (DIVERSITY 1.00)

Why This Is A Finding

google-deepmind/science-skills собрал 18 звёзд за окно, тогда как у автора всего 26,411 подписчиков — эффективная аудитория ≈ 95,180. Это даёт surprise-индекс 0.000063 (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 10% OF 8663 FINDINGS

#07wang2122/sprix-sage-router[ PYTHON ]0.67 #14User0332/rewards-farmer[ PYTHON ]0.48 #24framepipe-dev/media-inference-worker[ PYTHON ]0.38 #26openJiuwen-ai/jiuwenswarm[ PYTHON ]0.38 #30fuxicodex/Fuxi[ PYTHON ]0.36

METRICS IN CONTEXT

MEDIAN ACROSS ALL 8663 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 10%

VELOCITY6.005.67+0.33ABOVE 51%

RETENTION62.5%41.7%+20.8 PPABOVE 71%

FORKS313332-19ABOVE 49%

SURPRISE0.000.00-0.00ABOVE 5%