FINDING #1299 · 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)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
154.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-10-12 · FORK-RETENTION 0.0% · 154 STARS / WINDOW
Author Audience
AUDIENCE
14,697
FOLLOWERS
1,722
OWNER ★
56,304
Engagement Signals
FORKS
4,373
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 154 / 154 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 154 звёзд за окно, тогда как у автора всего 1,722 подписчиков — эффективная аудитория ≈ 14,697. Это даёт surprise-индекс 0.0105 (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 66% OF 3829 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 3829 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 66%
VELOCITY154.0010.00+144.00ABOVE 97%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS4,373375+3,998ABOVE 90%
SURPRISE0.010.01+0.00ABOVE 54%