FINDING #3153 · 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)
2% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
72.71
ACCEL
-0.71
RETENTION
70.8%
PEAK 2026-07-09 · FORK-RETENTION 0.0% · 509 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 509 / 509 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 509 звёзд за окно, тогда как у автора всего 1,275 подписчиков — эффективная аудитория ≈ 9,993. Это даёт surprise-индекс 0.00725 (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 54% OF 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 54%
VELOCITY72.714.14+68.57ABOVE 96%
RETENTION70.8%40.6%+30.2 PPABOVE 87%
FORKS3,10589+3,016ABOVE 97%
SURPRISE0.010.01-0.00ABOVE 39%