FINDING #3903 · 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
1.57
ACCEL
-0.04
RETENTION
34.7%
PEAK 2026-08-10 · FORK-RETENTION 56.3% · 47 STARS / WINDOW
Author Audience
AUDIENCE
362
FOLLOWERS
215
OWNER ★
1,465
Engagement Signals
FORKS
327
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 47 / 47 (DIVERSITY 1.00)
Why This Is A Finding
GauravSingh9356/J.A.R.V.I.S собрал 47 звёзд за окно, тогда как у автора всего 215 подписчиков — эффективная аудитория ≈ 362. Это даёт surprise-индекс 0.0039 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 56.3% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 59% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 59%
VELOCITY1.573.63-2.07ABOVE 3%
RETENTION34.7%24.8%+9.9 PPABOVE 69%
FORKS327120+207ABOVE 74%
SURPRISE0.000.01-0.00ABOVE 33%