FINDING #594 · 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)
6% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
12.58
ACCEL
-0.22
RETENTION
7.2%
PEAK 2026-03-04 · FORK-RETENTION 94.7% · 2,264 STARS / WINDOW
Author Audience
AUDIENCE
12,017
FOLLOWERS
1,484
OWNER ★
45,243
Engagement Signals
FORKS
3,732
ISSUE AUTH
17
PR AUTH
11
UNIQUE STARGAZERS 2,259 / 2,264 (DIVERSITY 1.00)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 2,264 звёзд за окно, тогда как у автора всего 1,484 подписчиков — эффективная аудитория ≈ 12,017. Это даёт surprise-индекс 0.00104 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 94.7% и 28 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 64% OF 1643 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1643 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 64%
VELOCITY12.582.82+9.76ABOVE 90%
RETENTION7.2%4.7%+2.4 PPABOVE 65%
FORKS3,7321,609+2,123ABOVE 72%
SURPRISE0.000.00+0.00ABOVE 60%