Imbad0202/academic-research-skills — GitHub trend

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FINDING #233 · UNIT ID 1167300963

Imbad0202/academic-research-skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000729

ENGAGEMENT1.12

FRESHNESS1.58

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.44

ACCEL

+0.09

RETENTION

11.4%

PEAK 2026-09-04 · FORK-RETENTION 75.0% · 490 STARS / WINDOW

Author Audience

AUDIENCE

7,426

FOLLOWERS

940

OWNER ★

64,858

Engagement Signals

FORKS

3,966

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 488 / 490 (DIVERSITY 1.00)

Why This Is A Finding

Imbad0202/academic-research-skills собрал 490 звёзд за окно, тогда как у автора всего 940 подписчиков — эффективная аудитория ≈ 7,426. Это даёт surprise-индекс 0.000729 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 75.0% и 10 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 65% OF 657 FINDINGS

#08Rion-Wu-tech/wechat-intelligence-hub[ PYTHON ]0.0166 #11debpalash/VoiceStudio[ PYTHON ]0.0141 #19ayghri/i-have-adhd[ PYTHON ]0.011 #25jordan-gibbs/hyperresearch[ PYTHON ]0.00907 #35rehan-remade/universal-modder[ PYTHON ]0.0072

METRICS IN CONTEXT

MEDIAN ACROSS ALL 657 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 65%

VELOCITY5.442.80+2.64ABOVE 80%

RETENTION11.4%7.9%+3.5 PPABOVE 73%

FORKS3,9661,914+2,052ABOVE 65%

SURPRISE0.000.00+0.00ABOVE 55%