FINDING #2489 · 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 160,000+ scientists worldwide. 140 ready-to-use 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)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
77.00
ACCEL
-4.50
RETENTION
94.4%
PEAK 2026-07-13 · FORK-RETENTION 0.0% · 231 STARS / WINDOW
Author Audience
AUDIENCE
9,993
FOLLOWERS
1,275
OWNER ★
37,214
Engagement Signals
FORKS
3,105
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 231 / 231 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 231 звёзд за окно, тогда как у автора всего 1,275 подписчиков — эффективная аудитория ≈ 9,993. Это даёт surprise-индекс 0.00767 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 50% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 50%
VELOCITY77.006.67+70.33ABOVE 95%
RETENTION94.4%46.5%+47.9 PPABOVE 95%
FORKS3,105116+2,989ABOVE 97%
SURPRISE0.010.01-0.01ABOVE 35%