FINDING #3934 · UNIT ID 1202093119
jaylfc/taOS
Self-hosted AI agent OS. Your memory, chat, agents, and files stay on hardware you own, offline by default, cloud by choice. Offline AI memory (taOSmd), self-hosted multi-framework group chat, a full web desktop + app store, and auto-clustering across the consumer hardware you already have (Orange/Raspberry Pi, Mac mini, gaming PC).
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
90% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
4.34
ACCEL
+0.04
RETENTION
10.5%
PEAK 2026-06-28 · FORK-RETENTION 0.0% · 391 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
26
OWNER ★
551
Engagement Signals
FORKS
35
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 391 / 391 (DIVERSITY 1.00)
Why This Is A Finding
jaylfc/taOS собрал 391 звёзд за окно, тогда как у автора всего 26 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.0359 (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 38% 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 38%
VELOCITY4.343.99+0.35ABOVE 53%
RETENTION10.5%17.1%-6.6 PPABOVE 31%
FORKS3590-54ABOVE 23%
SURPRISE0.040.01+0.02ABOVE 85%