kishanrajput23/Jarvis-Desktop-Voice-Assistant — GitHub trend

FINDING #8861 · UNIT ID 400172588

kishanrajput23/Jarvis-Desktop-Voice-Assistant

A python based desktop voice assistant capable of executing system-level commands, integrating speech recognition and text-to-speech, and handling asynchronous user interactions.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00159

ENGAGEMENT0.80

FRESHNESS1.60

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

7% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S3 · MORE FORKS THAN STARS

Growth Telemetry

VELOCITY /D

2.17

ACCEL

-0.02

RETENTION

34.0%

PEAK 2026-08-02 · FORK-RETENTION 88.2% · 65 STARS / WINDOW

Author Audience

AUDIENCE

1,322

FOLLOWERS

880

OWNER ★

4,420

Engagement Signals

FORKS

2,240

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 65 / 65 (DIVERSITY 1.00)

Why This Is A Finding

kishanrajput23/Jarvis-Desktop-Voice-Assistant собрал 65 звёзд за окно, тогда как у автора всего 880 подписчиков — эффективная аудитория ≈ 1,322. Это даёт surprise-индекс 0.00159 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 88.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 8% OF 9595 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 8%

VELOCITY2.173.67-1.50ABOVE 24%

RETENTION34.0%24.6%+9.3 PPABOVE 68%

FORKS2,240115+2,125ABOVE 96%

SURPRISE0.000.01-0.01ABOVE 19%