FINDING #8202 · UNIT ID 1312485662
Lucas1479/Amadeus
Real-time multimodal desktop agent for Windows 11, evolving toward a persistent AI OS interface (alpha; source release pending audit).
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
63% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
3.23
ACCEL
+0.02
RETENTION
37.4%
PEAK 2026-08-17 · FORK-RETENTION 0.0% · 97 STARS / WINDOW
Author Audience
AUDIENCE
31
FOLLOWERS
0
OWNER ★
154
Engagement Signals
FORKS
2
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 97 / 97 (DIVERSITY 1.00)
Why This Is A Finding
Lucas1479/Amadeus собрал 97 звёзд за окно, тогда как у организации 0 подписчиков и репутация только из собственных звёзд — эффективная аудитория ≈ 31. Это даёт surprise-индекс 0.0457 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 14% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 14%
VELOCITY3.233.63-0.40ABOVE 44%
RETENTION37.4%24.8%+12.6 PPABOVE 74%
FORKS2120-118ABOVE 3%
SURPRISE0.050.01+0.04ABOVE 90%