FINDING #950 · 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 250,000+ scientists worldwide. 177 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)
7% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
527.57
ACCEL
+191.11
RETENTION
57.1%
PEAK 2026-10-16 · FORK-RETENTION 25.5% · 3,693 STARS / WINDOW
Author Audience
AUDIENCE
15,587
FOLLOWERS
1,766
OWNER ★
60,277
Engagement Signals
FORKS
4,650
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,693 / 3,693 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 3,693 звёзд за окно, тогда как у автора всего 1,766 подписчиков — эффективная аудитория ≈ 15,587. Это даёт surprise-индекс 0.0338 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 25.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 90% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.01ABOVE 90%
VELOCITY527.573.14+524.43ABOVE 100%
RETENTION57.1%16.7%+40.4 PPABOVE 89%
FORKS4,650277+4,373ABOVE 93%
SURPRISE0.030.00+0.03ABOVE 88%