FINDING #4141 · UNIT ID 275298565
GauravSingh9356/J.A.R.V.I.S
Personal Assistant built using python libraries. It does almost anything which includes sending emails, Optical Text Recognition, Dynamic News Reporting at any time with API integration, Todo list generator, Opens any website with just a voice command, Plays Music, Wikipedia searching, Dictionary with Intelligent Sensing i.e. auto spell checking, Weather Reporting i.e. temp, wind speed, humidity, YouTube searching, Google Map searching, Youtube Downloading, etc.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.93
ACCEL
+0.05
RETENTION
37.1%
PEAK 2026-09-19 · FORK-RETENTION 100.0% · 58 STARS / WINDOW
Author Audience
AUDIENCE
383
FOLLOWERS
227
OWNER ★
1,555
Engagement Signals
FORKS
340
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 58 / 58 (DIVERSITY 1.00)
Why This Is A Finding
GauravSingh9356/J.A.R.V.I.S собрал 58 звёзд за окно, тогда как у автора всего 227 подписчиков — эффективная аудитория ≈ 383. Это даёт surprise-индекс 0.00458 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 57% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 57%
VELOCITY1.933.80-1.87ABOVE 17%
RETENTION37.1%20.3%+16.9 PPABOVE 83%
FORKS340138+202ABOVE 71%
SURPRISE0.000.01-0.00ABOVE 39%