FINDING #456 · UNIT ID 1184378789
mattzh72/articraft
An Agentic System for Scalable Articulated 3D Asset Generation
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
15.32
ACCEL
-0.16
RETENTION
4.4%
PEAK 2026-05-16 · FORK-RETENTION 0.0% · 1,379 STARS / WINDOW
Author Audience
AUDIENCE
207
FOLLOWERS
59
OWNER ★
1,478
Engagement Signals
FORKS
172
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,379 / 1,379 (DIVERSITY 1.00)
Why This Is A Finding
mattzh72/articraft собрал 1,379 звёзд за окно, тогда как у автора всего 59 подписчиков — эффективная аудитория ≈ 207. Это даёт surprise-индекс 0.0621 (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 39% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 39%
VELOCITY15.326.61+8.71ABOVE 68%
RETENTION4.4%22.2%-17.8 PPABOVE 11%
FORKS17297+75ABOVE 62%
SURPRISE0.060.03+0.03ABOVE 88%