FINDING #3568 · UNIT ID 1212568395
YeQing17-2026/OmniAgent
An agent capable of self-evolving and dynamically hardening security
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
26.93
ACCEL
-0.34
RETENTION
32.5%
PEAK 2026-04-20 · FORK-RETENTION 0.0% · 2,424 STARS / WINDOW
Author Audience
AUDIENCE
531
FOLLOWERS
289
OWNER ★
2,424
Engagement Signals
FORKS
365
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,424 / 2,424 (DIVERSITY 1.00)
Why This Is A Finding
YeQing17-2026/OmniAgent собрал 2,424 звёзд за окно, тогда как у автора всего 289 подписчиков — эффективная аудитория ≈ 531. Это даёт surprise-индекс 0.0471 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 44% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 44%
VELOCITY26.933.99+22.94ABOVE 92%
RETENTION32.5%17.1%+15.3 PPABOVE 81%
FORKS36590+276ABOVE 82%
SURPRISE0.050.01+0.03ABOVE 92%