google-deepmind/science-skills — GitHub trend

FINDING #7363 · 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

SURPRISE0.0000306

ENGAGEMENT0.66

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

3.00

ACCEL

+0.32

RETENTION

33.3%

PEAK 2026-10-15 · FORK-RETENTION 16.7% · 21 STARS / WINDOW

Author Audience

AUDIENCE

97,964

FOLLOWERS

27,365

OWNER ★

216,172

Engagement Signals

FORKS

372

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 21 / 21 (DIVERSITY 1.00)

Why This Is A Finding

google-deepmind/science-skills собрал 21 звёзд за окно, тогда как у автора всего 27,365 подписчиков — эффективная аудитория ≈ 97,964. Это даёт surprise-индекс 0.0000306 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 16.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 9% OF 8058 FINDINGS

#02Oldcircle/geo-sleuth[ PYTHON ]0.73 #05Arekejoker/qwen21-nsfw-pose-skill[ PYTHON ]0.66 #06LiCinCan/blender-ai-mcp-addon[ PYTHON ]0.62 #20MerZlin/dsh-pet-indesktop[ PYTHON ]0.37 #29ardeyouxipianyi/workbuddy2api-hub[ PYTHON ]0.34

METRICS IN CONTEXT

MEDIAN ACROSS ALL 8058 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 9%

VELOCITY3.003.14-0.14ABOVE 47%

RETENTION33.3%22.2%+11.1 PPABOVE 63%

FORKS372260+112ABOVE 57%

SURPRISE0.000.00-0.00ABOVE 4%