aipoch/medical-research-skills — GitHub trend

FINDING #8726 · 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

SURPRISE0.00493

ENGAGEMENT0.31

FRESHNESS1.50

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

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

10% 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

5.87

ACCEL

-0.22

RETENTION

20.8%

PEAK 2026-07-31 · FORK-RETENTION 75.0% · 176 STARS / WINDOW

Author Audience

AUDIENCE

1,151

FOLLOWERS

OWNER ★

5,094

Engagement Signals

FORKS

164

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 176 / 176 (DIVERSITY 1.00)

Why This Is A Finding

aipoch/medical-research-skills собрал 176 звёзд за окно, тогда как у автора всего 66 подписчиков — эффективная аудитория ≈ 1,151. Это даёт surprise-индекс 0.00493 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 75.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 9% OF 9595 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 9%

VELOCITY5.873.67+2.20ABOVE 66%

RETENTION20.8%24.6%-3.8 PPABOVE 42%

FORKS164115+49ABOVE 59%

SURPRISE0.000.01-0.00ABOVE 37%