FINDING #8838 · 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.
SURPRISE SCORE
0.00
Score Breakdown
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
2.23
ACCEL
-0.04
RETENTION
33.9%
PEAK 2026-08-02 · FORK-RETENTION 91.6% · 67 STARS / WINDOW
Author Audience
AUDIENCE
1,322
FOLLOWERS
880
OWNER ★
4,423
Engagement Signals
FORKS
2,247
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 67 / 67 (DIVERSITY 1.00)
Why This Is A Finding
kishanrajput23/Jarvis-Desktop-Voice-Assistant собрал 67 звёзд за окно, тогда как у автора всего 880 подписчиков — эффективная аудитория ≈ 1,322. Это даёт surprise-индекс 0.00164 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 91.6% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 8% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY2.233.63-1.40ABOVE 26%
RETENTION33.9%25.0%+8.9 PPABOVE 67%
FORKS2,247117+2,130ABOVE 95%
SURPRISE0.000.01-0.01ABOVE 19%