FINDING #6931 · 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)
61% 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
141.43
ACCEL
+1.50
RETENTION
52.6%
PEAK 2026-09-26 · FORK-RETENTION 46.2% · 990 STARS / WINDOW
Author Audience
AUDIENCE
367
FOLLOWERS
19
OWNER ★
1,643
Engagement Signals
FORKS
29
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 990 / 990 (DIVERSITY 1.00)
Why This Is A Finding
OpenSparX/MasterAgent собрал 990 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 367. Это даёт surprise-индекс 0.35 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 46.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 29% OF 9735 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9735 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY141.433.57+137.86ABOVE 99%
RETENTION52.6%35.0%+17.6 PPABOVE 77%
FORKS29122-93ABOVE 21%
SURPRISE0.350.01+0.34ABOVE 99%