FINDING #2618 · 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)
12% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
218.73
ACCEL
+15.58
RETENTION
57.1%
PEAK 2026-10-16 · FORK-RETENTION 13.6% · 6,562 STARS / WINDOW
Author Audience
AUDIENCE
15,587
FOLLOWERS
1,766
OWNER ★
60,277
Engagement Signals
FORKS
4,650
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 6,562 / 6,562 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 6,562 звёзд за окно, тогда как у автора всего 1,766 подписчиков — эффективная аудитория ≈ 15,587. Это даёт surprise-индекс 0.014 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 13.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 73% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 73%
VELOCITY218.733.80+214.93ABOVE 99%
RETENTION57.1%20.3%+36.9 PPABOVE 97%
FORKS4,650138+4,512ABOVE 98%
SURPRISE0.010.01+0.01ABOVE 64%