aipoch/medical-research-skills — GitHub trend

FINDING #8843 · 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

SURPRISE0.00444

ENGAGEMENT0.29

FRESHNESS1.00

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

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

2% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING

Growth Telemetry

VELOCITY /D

5.29

ACCEL

+0.29

RETENTION

72.5%

PEAK 2026-08-24 · FORK-RETENTION 0.0% · 37 STARS / WINDOW

Author Audience

AUDIENCE

1,151

FOLLOWERS

OWNER ★

5,094

Engagement Signals

FORKS

164

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 37 / 37 (DIVERSITY 1.00)

Why This Is A Finding

aipoch/medical-research-skills собрал 37 звёзд за окно, тогда как у автора всего 66 подписчиков — эффективная аудитория ≈ 1,151. Это даёт surprise-индекс 0.00444 (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 9% OF 9771 FINDINGS

#05MddIdd/mdd-sim-gateway[ PYTHON ]0.41 #08zeenie-ai/OpenCompany[ PYTHON ]0.38 #15litaolemo/xtquant_big_convert[ PYTHON ]0.33 #23917Dhj/DeepPaperNote[ PYTHON ]0.27 #24LBH-123-AI/Comfyui_Minimax_h3_latent_Upscaler[ PYTHON ]0.27

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 9%

VELOCITY5.293.71+1.57ABOVE 62%

RETENTION72.5%39.3%+33.2 PPABOVE 92%

FORKS16491+73ABOVE 64%

SURPRISE0.000.01-0.00ABOVE 32%