FINDING #1740 · 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)
2% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.00
ACCEL
-1.00
RETENTION
40.0%
PEAK 2026-07-13 · FORK-RETENTION 0.0% · 9 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
26
OWNER ★
551
Engagement Signals
FORKS
35
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)
Why This Is A Finding
jaylfc/taOS собрал 9 звёзд за окно, тогда как у автора всего 26 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.0248 (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 65% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 65%
VELOCITY3.006.67-3.67ABOVE 8%
RETENTION40.0%46.5%-6.5 PPABOVE 44%
FORKS35116-81ABOVE 22%
SURPRISE0.020.01+0.01ABOVE 65%