FINDING #429 · 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
4.47
ACCEL
-0.25
RETENTION
15.8%
PEAK 2026-09-13 · FORK-RETENTION 57.1% · 134 STARS / WINDOW
Author Audience
AUDIENCE
14,705
FOLLOWERS
1,722
OWNER ★
56,304
Engagement Signals
FORKS
4,373
ISSUE AUTH
1
PR AUTH
0
UNIQUE STARGAZERS 133 / 134 (DIVERSITY 0.99)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 134 звёзд за окно, тогда как у автора всего 1,722 подписчиков — эффективная аудитория ≈ 14,705. Это даёт surprise-индекс 0.000303 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 57.1% и 1 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 35% OF 663 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 663 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 35%
VELOCITY4.472.77+1.70ABOVE 71%
RETENTION15.8%11.1%+4.7 PPABOVE 69%
FORKS4,3731,805+2,568ABOVE 67%
SURPRISE0.000.00-0.00ABOVE 38%