FINDING #6862 · 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)
100% 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
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
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
53.57
ACCEL
-1.53
RETENTION
17.1%
PEAK 2026-09-26 · FORK-RETENTION 60.0% · 1,607 STARS / WINDOW
Author Audience
AUDIENCE
236
FOLLOWERS
7
OWNER ★
1,108
Engagement Signals
FORKS
27
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,607 / 1,607 (DIVERSITY 1.00)
Why This Is A Finding
OpenSparX/MasterAgent собрал 1,607 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 236. Это даёт surprise-индекс 0.19 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 60.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 29% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY53.573.80+49.77ABOVE 96%
RETENTION17.1%20.3%-3.1 PPABOVE 43%
FORKS27138-111ABOVE 18%
SURPRISE0.190.01+0.19ABOVE 100%