FINDING #4091 · UNIT ID 1377401228
Davipar/djev-dev
Structured decisions with DiffusionGemma and vLLM. Native image inputs, image choices, live camera sampling, and a compact one-step inference path.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
64% 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
32.00
ACCEL
-12.50
RETENTION
54.3%
PEAK 2026-09-22 · FORK-RETENTION 50.0% · 96 STARS / WINDOW
Author Audience
AUDIENCE
33
FOLLOWERS
18
OWNER ★
153
Engagement Signals
FORKS
8
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 96 / 96 (DIVERSITY 1.00)
Why This Is A Finding
Davipar/djev-dev собрал 96 звёзд за окно, тогда как у автора всего 18 подписчиков — эффективная аудитория ≈ 33. Это даёт surprise-индекс 0.44 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 50.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 57% OF 9535 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9535 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 57%
VELOCITY32.005.67+26.33ABOVE 91%
RETENTION54.3%44.1%+10.2 PPABOVE 61%
FORKS8324-316ABOVE 5%
SURPRISE0.440.00+0.43ABOVE 99%