FINDING #4122 · UNIT ID 1106924851
PunithVT/ai-avatar-system
🎭 AI Avatar / digital human platform — upload a photo, clone a voice, talk to any face in real time with lip-sync video. Open-source, self-hosted. Claude · Whisper · Chatterbox · MuseTalk.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
1.74
ACCEL
+0.03
RETENTION
3.3%
PEAK 2026-05-29 · FORK-RETENTION 0.0% · 313 STARS / WINDOW
Author Audience
AUDIENCE
56
FOLLOWERS
22
OWNER ★
341
Engagement Signals
FORKS
59
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 313 / 313 (DIVERSITY 1.00)
Why This Is A Finding
PunithVT/ai-avatar-system собрал 313 звёзд за окно, тогда как у автора всего 22 подписчиков — эффективная аудитория ≈ 56. Это даёт surprise-индекс 0.0181 (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 31% 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 31%
VELOCITY1.743.29-1.56ABOVE 11%
RETENTION3.3%11.3%-8.1 PPABOVE 13%
FORKS5999-40ABOVE 33%
SURPRISE0.020.01+0.01ABOVE 71%