FINDING #4000 · UNIT ID 1149517037
aipoch/medical-research-skills
Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
91% 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
14.64
ACCEL
-0.09
RETENTION
22.5%
PEAK 2026-04-22 · FORK-RETENTION 0.0% · 1,318 STARS / WINDOW
Author Audience
AUDIENCE
400
FOLLOWERS
39
OWNER ★
1,611
Engagement Signals
FORKS
142
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,318 / 1,318 (DIVERSITY 1.00)
Why This Is A Finding
aipoch/medical-research-skills собрал 1,318 звёзд за окно, тогда как у автора всего 39 подписчиков — эффективная аудитория ≈ 400. Это даёт surprise-индекс 0.0333 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 37% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 37%
VELOCITY14.643.99+10.65ABOVE 85%
RETENTION22.5%17.1%+5.4 PPABOVE 62%
FORKS14290+53ABOVE 62%
SURPRISE0.030.01+0.02ABOVE 82%