FINDING #333 · 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 190,000+ scientists worldwide. 165 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)
3% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1087.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-30 · FORK-RETENTION 0.0% · 1,087 STARS / WINDOW
Author Audience
AUDIENCE
11,961
FOLLOWERS
1,484
OWNER ★
45,243
Engagement Signals
FORKS
3,732
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,087 / 1,087 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 1,087 звёзд за окно, тогда как у автора всего 1,484 подписчиков — эффективная аудитория ≈ 11,961. Это даёт surprise-индекс 0.0906 (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 94% OF 5157 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5157 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.040.00+0.04ABOVE 94%
VELOCITY1087.009.00+1078.00ABOVE 100%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS3,732436+3,296ABOVE 87%
SURPRISE0.090.01+0.08ABOVE 89%