FINDING #148 · 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)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.70
ACCEL
-0.05
RETENTION
16.1%
PEAK 2026-05-31 · FORK-RETENTION 81.8% · 153 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 152 / 153 (DIVERSITY 0.99)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 153 звёзд за окно, тогда как у автора всего 1,443 подписчиков — эффективная аудитория ≈ 11,388. Это даёт surprise-индекс 0.000149 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 81.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 43% OF 259 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 259 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 43%
VELOCITY1.702.47-0.77ABOVE 14%
RETENTION16.1%6.7%+9.3 PPABOVE 95%
FORKS3,5274,382-855ABOVE 41%
SURPRISE0.000.00-0.00ABOVE 44%