FINDING #600 · UNIT ID 1160505943
jaechang-hits/SciAgent-Skills
197 bioinformatics & life science skills for Claude Code and AI agents — BixBench 92.0% accuracy. RNA-seq, single-cell, drug discovery, proteomics, and more. Powers OmicsHorizon.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
59% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
1.72
ACCEL
+0.00
RETENTION
0.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 155 STARS / WINDOW
Author Audience
AUDIENCE
39
FOLLOWERS
12
OWNER ★
274
Engagement Signals
FORKS
25
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 155 / 155 (DIVERSITY 1.00)
Why This Is A Finding
jaechang-hits/SciAgent-Skills собрал 155 звёзд за окно, тогда как у автора всего 12 подписчиков — эффективная аудитория ≈ 39. Это даёт surprise-индекс 0.0217 (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 20% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 20%
VELOCITY1.726.61-4.89ABOVE 7%
RETENTION0.0%22.2%-22.2 PPABOVE 0%
FORKS2597-72ABOVE 21%
SURPRISE0.020.03-0.01ABOVE 41%