FINDING #307 · 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)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
8.57
ACCEL
+0.12
RETENTION
5.0%
PEAK 2026-09-06 · FORK-RETENTION 39.6% · 771 STARS / WINDOW
Author Audience
AUDIENCE
15,587
FOLLOWERS
1,766
OWNER ★
60,277
Engagement Signals
FORKS
4,650
ISSUE AUTH
4
PR AUTH
10
UNIQUE STARGAZERS 767 / 771 (DIVERSITY 0.99)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 771 звёзд за окно, тогда как у автора всего 1,766 подписчиков — эффективная аудитория ≈ 15,587. Это даёт surprise-индекс 0.000548 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 39.6% и 14 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 54% OF 667 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 667 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 54%
VELOCITY8.572.83+5.73ABOVE 90%
RETENTION5.0%7.4%-2.4 PPABOVE 35%
FORKS4,6501,886+2,764ABOVE 67%
SURPRISE0.000.00-0.00ABOVE 49%