FINDING #3137 · 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.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
13% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
160.70
ACCEL
+15.53
RETENTION
0.0%
PEAK 2026-08-29 · FORK-RETENTION 0.0% · 4,821 STARS / WINDOW
Author Audience
AUDIENCE
11,738
FOLLOWERS
1,456
OWNER ★
45,243
Engagement Signals
FORKS
3,598
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 4,821 / 4,821 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 4,821 звёзд за окно, тогда как у автора всего 1,456 подписчиков — эффективная аудитория ≈ 11,738. Это даёт surprise-индекс 0.0136 (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 67% OF 9595 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.00ABOVE 67%
VELOCITY160.703.67+157.03ABOVE 99%
RETENTION0.0%24.6%-24.6 PPABOVE 0%
FORKS3,598115+3,483ABOVE 98%
SURPRISE0.010.01+0.01ABOVE 62%