FINDING #4108 · UNIT ID 1049844915
naqashafzal/AI-Content-Studio
A 100% free & open-source AI Content Automation Tool that writes scripts, generates voiceovers, creates videos, and uploads them automatically — hands-free YouTube growth powered by AI.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
63% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.82
ACCEL
+0.10
RETENTION
3.7%
PEAK 2026-06-17 · FORK-RETENTION 0.0% · 344 STARS / WINDOW
Author Audience
AUDIENCE
79
FOLLOWERS
23
OWNER ★
561
Engagement Signals
FORKS
137
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 344 / 344 (DIVERSITY 1.00)
Why This Is A Finding
naqashafzal/AI-Content-Studio собрал 344 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 79. Это даёт surprise-индекс 0.0321 (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 36% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 36%
VELOCITY3.823.99-0.17ABOVE 49%
RETENTION3.7%17.1%-13.4 PPABOVE 8%
FORKS13790+48ABOVE 61%
SURPRISE0.030.01+0.02ABOVE 81%