FINDING #299 · 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)
1% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
7.90
ACCEL
+0.13
RETENTION
4.7%
PEAK 2026-09-06 · FORK-RETENTION 34.1% · 711 STARS / WINDOW
Author Audience
AUDIENCE
14,705
FOLLOWERS
1,722
OWNER ★
56,304
Engagement Signals
FORKS
4,373
ISSUE AUTH
3
PR AUTH
10
UNIQUE STARGAZERS 707 / 711 (DIVERSITY 0.99)
Why This Is A Finding
K-Dense-AI/scientific-agent-skills собрал 711 звёзд за окно, тогда как у автора всего 1,722 подписчиков — эффективная аудитория ≈ 14,705. Это даёт surprise-индекс 0.000536 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 34.1% и 13 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 54% OF 657 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 657 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 54%
VELOCITY7.902.80+5.10ABOVE 89%
RETENTION4.7%7.9%-3.2 PPABOVE 30%
FORKS4,3731,914+2,459ABOVE 67%
SURPRISE0.000.00-0.00ABOVE 49%