FINDING #5934 · 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)
38% 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
1.73
ACCEL
+0.01
RETENTION
33.9%
PEAK 2026-01-29 · FORK-RETENTION 0.0% · 311 STARS / WINDOW
Author Audience
AUDIENCE
1,283
FOLLOWERS
857
OWNER ★
4,260
Engagement Signals
FORKS
1,957
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 311 / 311 (DIVERSITY 1.00)
Why This Is A Finding
kishanrajput23/Jarvis-Desktop-Voice-Assistant собрал 311 звёзд за окно, тогда как у автора всего 857 подписчиков — эффективная аудитория ≈ 1,283. Это даёт surprise-индекс 0.00131 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 0% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 0%
VELOCITY1.733.29-1.57ABOVE 11%
RETENTION33.9%11.3%+22.5 PPABOVE 91%
FORKS1,95799+1,858ABOVE 98%
SURPRISE0.000.01-0.01ABOVE 18%