FINDING #175 · 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)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.07
ACCEL
-0.11
RETENTION
15.7%
PEAK 2026-06-21 · FORK-RETENTION 0.0% · 62 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 62 / 62 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 62 звёзд за окно, тогда как у автора всего 1,275 подписчиков — эффективная аудитория ≈ 9,993. Это даёт surprise-индекс 0.000206 (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 39% OF 287 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 287 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 39%
VELOCITY2.072.60-0.53ABOVE 32%
RETENTION15.7%16.0%-0.4 PPABOVE 49%
FORKS3,1053,228-123ABOVE 49%
SURPRISE0.000.00-0.00ABOVE 43%