FINDING #1602 · 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 160,000+ scientists worldwide. 140 ready-to-use 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
71.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 71 STARS / WINDOW
Author Audience
AUDIENCE
9,993
FOLLOWERS
1,275
OWNER ★
37,214
Engagement Signals
FORKS
3,105
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 71 / 71 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 71 звёзд за окно, тогда как у автора всего 1,275 подписчиков — эффективная аудитория ≈ 9,993. Это даёт surprise-индекс 0.00708 (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 50% OF 3194 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 3194 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 50%
VELOCITY71.0010.00+61.00ABOVE 92%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS3,105176+2,929ABOVE 95%
SURPRISE0.010.02-0.01ABOVE 30%