FINDING #1040 · UNIT ID 1330144990
OpenSparX/MasterAgent
Build AI agents that run 100% on-device. Sub-100ms latency on Qualcomm NPU. Zero cloud dependency.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
72% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
249.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-15 · FORK-RETENTION 0.0% · 249 STARS / WINDOW
Author Audience
AUDIENCE
73
FOLLOWERS
2
OWNER ★
344
Engagement Signals
FORKS
17
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 249 / 249 (DIVERSITY 1.00)
Why This Is A Finding
OpenSparX/MasterAgent собрал 249 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 73. Это даёт surprise-индекс 2.21 (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 79% OF 4992 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4992 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 79%
VELOCITY249.009.00+240.00ABOVE 99%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS17402-384ABOVE 8%
SURPRISE2.210.01+2.20ABOVE 100%