aipoch/medical-research-skills — GitHub trend

FINDING #1136 · UNIT ID 1149517037

aipoch/medical-research-skills

Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0255

ENGAGEMENT0.20

FRESHNESS1.34

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

23% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

11.23

ACCEL

+0.27

RETENTION

17.0%

PEAK 2026-07-10 · FORK-RETENTION 0.0% · 337 STARS / WINDOW

Author Audience

AUDIENCE

400

FOLLOWERS

OWNER ★

1,611

Engagement Signals

FORKS

142

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 337 / 337 (DIVERSITY 1.00)

Why This Is A Finding

aipoch/medical-research-skills собрал 337 звёзд за окно, тогда как у автора всего 39 подписчиков — эффективная аудитория ≈ 400. Это даёт surprise-индекс 0.0255 (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 82% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 82%

VELOCITY11.234.23+7.00ABOVE 77%

RETENTION17.0%29.4%-12.4 PPABOVE 25%

FORKS14292+50ABOVE 61%

SURPRISE0.030.01+0.01ABOVE 71%