FINDING #3879 · 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 175,000+ scientists worldwide. 163 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.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
9% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
109.57
ACCEL
+6.38
RETENTION
0.0%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 3,287 STARS / WINDOW
Author Audience
AUDIENCE
11,388
FOLLOWERS
1,443
OWNER ★
44,129
Engagement Signals
FORKS
3,527
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,287 / 3,287 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 3,287 звёзд за окно, тогда как у автора всего 1,443 подписчиков — эффективная аудитория ≈ 11,388. Это даёт surprise-индекс 0.00959 (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 60% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 60%
VELOCITY109.573.63+105.93ABOVE 98%
RETENTION0.0%24.8%-24.8 PPABOVE 0%
FORKS3,527120+3,407ABOVE 97%
SURPRISE0.010.01+0.00ABOVE 55%