FINDING #567 · 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)
7% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
14.60
ACCEL
-0.28
RETENTION
6.2%
PEAK 2026-03-03 · FORK-RETENTION 91.0% · 2,628 STARS / WINDOW
Author Audience
AUDIENCE
11,712
FOLLOWERS
1,443
OWNER ★
44,129
Engagement Signals
FORKS
3,527
ISSUE AUTH
17
PR AUTH
12
UNIQUE STARGAZERS 2,622 / 2,628 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 2,628 звёзд за окно, тогда как у автора всего 1,443 подписчиков — эффективная аудитория ≈ 11,712. Это даёт surprise-индекс 0.00124 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 91.0% и 29 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 67% OF 1696 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1696 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 67%
VELOCITY14.602.82+11.78ABOVE 92%
RETENTION6.2%4.8%+1.3 PPABOVE 59%
FORKS3,5271,584+1,944ABOVE 71%
SURPRISE0.000.00+0.00ABOVE 63%