FINDING #585 · 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)
3% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
10.54
ACCEL
-0.22
RETENTION
5.5%
PEAK 2026-05-17 · FORK-RETENTION 37.2% · 949 STARS / WINDOW
Author Audience
AUDIENCE
9,993
FOLLOWERS
1,275
OWNER ★
37,214
Engagement Signals
FORKS
3,105
ISSUE AUTH
6
PR AUTH
2
UNIQUE STARGAZERS 946 / 949 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 949 звёзд за окно, тогда как у автора всего 1,275 подписчиков — эффективная аудитория ≈ 9,993. Это даёт surprise-индекс 0.00105 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 37.2% и 8 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 56% OF 1335 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1335 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 56%
VELOCITY10.542.82+7.72ABOVE 89%
RETENTION5.5%8.4%-2.9 PPABOVE 32%
FORKS3,1051,463+1,642ABOVE 68%
SURPRISE0.000.00+0.00ABOVE 60%