google-deepmind/science-skills — GitHub trend

FINDING #8394 · 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

SURPRISE0.0000704

ENGAGEMENT0.57

FRESHNESS1.41

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

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

7% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.70

ACCEL

-0.15

RETENTION

17.9%

PEAK 2026-08-05 · FORK-RETENTION 58.7% · 201 STARS / WINDOW

Author Audience

AUDIENCE

95,180

FOLLOWERS

26,411

OWNER ★

211,789

Engagement Signals

FORKS

313

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 201 / 201 (DIVERSITY 1.00)

Why This Is A Finding

google-deepmind/science-skills собрал 201 звёзд за окно, тогда как у автора всего 26,411 подписчиков — эффективная аудитория ≈ 95,180. Это даёт surprise-индекс 0.0000704 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 58.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 13% OF 9595 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 13%

VELOCITY6.703.67+3.03ABOVE 69%

RETENTION17.9%24.6%-6.7 PPABOVE 37%

FORKS313115+198ABOVE 74%

SURPRISE0.000.01-0.01ABOVE 4%