Imbad0202/academic-research-skills-codex — GitHub trend

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FINDING #3177 · UNIT ID 1220899692

Imbad0202/academic-research-skills-codex

Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0101

ENGAGEMENT0.25

FRESHNESS1.64

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

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

20% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

63.27

ACCEL

-0.20

RETENTION

50.9%

PEAK 2026-07-31 · FORK-RETENTION 89.2% · 1,898 STARS / WINDOW

Author Audience

AUDIENCE

6,210

FOLLOWERS

823

OWNER ★

53,867

Engagement Signals

FORKS

439

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 1,898 / 1,898 (DIVERSITY 1.00)

Why This Is A Finding

Imbad0202/academic-research-skills-codex собрал 1,898 звёзд за окно, тогда как у автора всего 823 подписчиков — эффективная аудитория ≈ 6,210. Это даёт surprise-индекс 0.0101 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 89.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 67% OF 9591 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 67%

VELOCITY63.273.63+59.63ABOVE 97%

RETENTION50.9%24.8%+26.1 PPABOVE 91%

FORKS439120+319ABOVE 80%

SURPRISE0.010.01+0.00ABOVE 56%