FINDING #3802 · 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
1.67
ACCEL
-0.02
RETENTION
38.2%
PEAK 2026-08-10 · FORK-RETENTION 58.8% · 50 STARS / WINDOW
Author Audience
AUDIENCE
362
FOLLOWERS
215
OWNER ★
1,469
Engagement Signals
FORKS
328
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 50 / 50 (DIVERSITY 1.00)
Why This Is A Finding
GauravSingh9356/J.A.R.V.I.S собрал 50 звёзд за окно, тогда как у автора всего 215 подписчиков — эффективная аудитория ≈ 362. Это даёт surprise-индекс 0.00415 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 58.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 60% OF 9595 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9595 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 60%
VELOCITY1.673.67-2.00ABOVE 8%
RETENTION38.2%24.6%+13.5 PPABOVE 76%
FORKS328115+213ABOVE 75%
SURPRISE0.000.01-0.00ABOVE 33%