FINDING #3810 · UNIT ID 1040940947
isair/jarvis
A 100% private AI voice assistant that lives on your computer (works offline). Talk naturally as if Jarvis is a third person in the room, and get conversational responses. It remembers everything, knows location and time, can check the web, control Chrome, track nutrition, and more with support for unlimited MCPs / tools without context rot.
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
5.57
ACCEL
-0.71
RETENTION
55.6%
PEAK 2026-08-22 · FORK-RETENTION 100.0% · 39 STARS / WINDOW
Author Audience
AUDIENCE
799
FOLLOWERS
500
OWNER ★
2,986
Engagement Signals
FORKS
320
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 39 / 39 (DIVERSITY 1.00)
Why This Is A Finding
isair/jarvis собрал 39 звёзд за окно, тогда как у автора всего 500 подписчиков — эффективная аудитория ≈ 799. Это даёт surprise-индекс 0.00664 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 61% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 61%
VELOCITY5.573.71+1.86ABOVE 63%
RETENTION55.6%38.0%+17.5 PPABOVE 74%
FORKS32086+234ABOVE 80%
SURPRISE0.010.01-0.00ABOVE 39%