FINDING #1023 · 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)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
416.33
ACCEL
+264.50
RETENTION
0.0%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 1,249 STARS / WINDOW
Author Audience
AUDIENCE
11,346
FOLLOWERS
1,443
OWNER ★
44,129
Engagement Signals
FORKS
3,527
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,249 / 1,249 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 1,249 звёзд за окно, тогда как у автора всего 1,443 подписчиков — эффективная аудитория ≈ 11,346. Это даёт surprise-индекс 0.0366 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 89% OF 9558 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9558 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 89%
VELOCITY416.335.67+410.67ABOVE 100%
RETENTION0.0%42.9%-42.9 PPABOVE 0%
FORKS3,527333+3,194ABOVE 90%
SURPRISE0.040.00+0.03ABOVE 84%