FINDING #3452 · UNIT ID 1038201582
darkzOGx/youtube-automation-agent
🎬 Fully automated YouTube channel management with AI agents. Creates, optimizes & publishes videos 24/7. Works with FREE Gemini API or OpenAI. No coding required!
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
98% 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
8.77
ACCEL
+0.12
RETENTION
14.6%
PEAK 2026-05-14 · FORK-RETENTION 0.0% · 1,578 STARS / WINDOW
Author Audience
AUDIENCE
214
FOLLOWERS
52
OWNER ★
1,621
Engagement Signals
FORKS
399
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,578 / 1,578 (DIVERSITY 1.00)
Why This Is A Finding
darkzOGx/youtube-automation-agent собрал 1,578 звёзд за окно, тогда как у автора всего 52 подписчиков — эффективная аудитория ≈ 214. Это даёт surprise-индекс 0.0345 (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 42% 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 42%
VELOCITY8.773.29+5.47ABOVE 80%
RETENTION14.6%11.3%+3.3 PPABOVE 60%
FORKS39999+300ABOVE 84%
SURPRISE0.030.01+0.02ABOVE 95%