FINDING #1330 · 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)
5% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
3.29
ACCEL
-0.32
RETENTION
60.0%
PEAK 2026-07-09 · FORK-RETENTION 0.0% · 23 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
26
OWNER ★
551
Engagement Signals
FORKS
35
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 23 / 23 (DIVERSITY 1.00)
Why This Is A Finding
jaylfc/taOS собрал 23 звёзд за окно, тогда как у автора всего 26 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.0271 (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 81% OF 6892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.010.00+0.01ABOVE 81%
VELOCITY3.294.14-0.86ABOVE 42%
RETENTION60.0%40.6%+19.4 PPABOVE 75%
FORKS3589-54ABOVE 27%
SURPRISE0.030.01+0.02ABOVE 75%