FINDING #158 · 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)
2% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
860.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-10-17 · FORK-RETENTION 0.0% · 860 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 860 / 860 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 860 звёзд за окно, тогда как у автора всего 1,766 подписчиков — эффективная аудитория ≈ 15,587. Это даёт surprise-индекс 0.055 (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 91% OF 1684 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1684 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.060.00+0.06ABOVE 91%
VELOCITY860.0010.00+850.00ABOVE 100%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS4,650297+4,354ABOVE 92%
SURPRISE0.060.01+0.04ABOVE 78%