nv-tlabs/ArtiFixer — GitHub trend

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FINDING #5998 · UNIT ID 1258841185

nv-tlabs/ArtiFixer

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00116

ENGAGEMENT0.20

FRESHNESS1.33

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

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

78% OF STARS IN ARCHIVE

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

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

S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT

S8 · KEYWORD-STUFFED OR EMPTY DESCRIPTION

Growth Telemetry

VELOCITY /D

13.33

ACCEL

-0.57

RETENTION

14.6%

PEAK 2026-06-23 · FORK-RETENTION 0.0% · 400 STARS / WINDOW

Author Audience

AUDIENCE

11,496

FOLLOWERS

1,807

OWNER ★

39,411

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 400 / 400 (DIVERSITY 1.00)

Why This Is A Finding

nv-tlabs/ArtiFixer собрал 400 звёзд за окно, тогда как у автора всего 1,807 подписчиков — эффективная аудитория ≈ 11,496. Это даёт surprise-индекс 0.00116 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 5% 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

SCORE0.000.00-0.00ABOVE 5%

VELOCITY13.334.23+9.10ABOVE 80%

RETENTION14.6%29.4%-14.8 PPABOVE 21%

FORKS4292-50ABOVE 29%

SURPRISE0.000.01-0.01ABOVE 15%