K-Dense-AI/scientific-agent-skills — GitHub trend

FINDING #784 · UNIT ID 1079456184

K-Dense-AI/scientific-agent-skills

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0494

ENGAGEMENT0.31

FRESHNESS1.10

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

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

11% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

592.71

ACCEL

+230.39

RETENTION

68.5%

PEAK 2026-08-29 · FORK-RETENTION 23.5% · 4,149 STARS / WINDOW

Author Audience

AUDIENCE

11,961

FOLLOWERS

1,484

OWNER ★

45,243

Engagement Signals

FORKS

3,732

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 4,149 / 4,149 (DIVERSITY 1.00)

Why This Is A Finding

K-Dense-AI/scientific-agent-skills собрал 4,149 звёзд за окно, тогда как у автора всего 1,484 подписчиков — эффективная аудитория ≈ 11,961. Это даёт surprise-индекс 0.0494 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 23.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 92% OF 9755 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.020.00+0.02ABOVE 92%

VELOCITY592.713.71+589.00ABOVE 100%

RETENTION68.5%37.5%+31.0 PPABOVE 91%

FORKS3,73290+3,642ABOVE 98%

SURPRISE0.050.01+0.04ABOVE 86%