FINDING #4124 · UNIT ID 476507964
storytold/artcraft
ArtCraft is an intentional crafting engine for artists, designers, and filmmakers
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
95% 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
10.17
ACCEL
-0.11
RETENTION
8.2%
PEAK 2026-01-25 · FORK-RETENTION 0.0% · 1,830 STARS / WINDOW
Author Audience
AUDIENCE
528
FOLLOWERS
69
OWNER ★
1,949
Engagement Signals
FORKS
190
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,830 / 1,830 (DIVERSITY 1.00)
Why This Is A Finding
storytold/artcraft собрал 1,830 звёзд за окно, тогда как у автора всего 69 подписчиков — эффективная аудитория ≈ 528. Это даёт surprise-индекс 0.0179 (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 31% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 31%
VELOCITY10.173.29+6.87ABOVE 83%
RETENTION8.2%11.3%-3.1 PPABOVE 39%
FORKS19099+91ABOVE 68%
SURPRISE0.020.01+0.01ABOVE 70%