FINDING #463 · UNIT ID 1155078763
xg-gh-25/SwarmAI
SwarmAI — a self-evolving Agent OS built on a compounding flywheel. Core engines: autonomous coding pipeline, Pollinate content, Eval proprioception, memory, self-decaying DDD knowledge, and cognitive self-evolution. Every interaction upgrades the system's judgment, not just its templates. Human directs. AI delivers.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
22% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
5.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 5 STARS / WINDOW
Author Audience
AUDIENCE
19
FOLLOWERS
16
OWNER ★
26
Engagement Signals
FORKS
3
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 5 / 5 (DIVERSITY 1.00)
Why This Is A Finding
xg-gh-25/SwarmAI собрал 5 звёзд за окно, тогда как у автора всего 16 подписчиков — эффективная аудитория ≈ 19. Это даёт surprise-индекс 0.0853 (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 92% OF 6024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.020.00+0.02ABOVE 92%
VELOCITY5.009.00-4.00ABOVE 0%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS3495-492ABOVE 2%
SURPRISE0.090.00+0.08ABOVE 92%