FINDING #4467 · UNIT ID 722844356
Open-LLM-VTuber/Open-LLM-VTuber
Talk to any LLM with hands-free voice interaction, voice interruption, and Live2D taking face running locally across platforms
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
56% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
39.14
ACCEL
+0.49
RETENTION
11.7%
PEAK 2026-06-04 · FORK-RETENTION 0.0% · 7,045 STARS / WINDOW
Author Audience
AUDIENCE
3,008
FOLLOWERS
224
OWNER ★
12,802
Engagement Signals
FORKS
1,463
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 7,045 / 7,045 (DIVERSITY 1.00)
Why This Is A Finding
Open-LLM-VTuber/Open-LLM-VTuber собрал 7,045 звёзд за окно, тогда как у автора всего 224 подписчиков — эффективная аудитория ≈ 3,008. Это даёт surprise-индекс 0.0128 (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 25% 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 25%
VELOCITY39.143.29+35.84ABOVE 97%
RETENTION11.7%11.3%+0.4 PPABOVE 51%
FORKS1,46399+1,364ABOVE 97%
SURPRISE0.010.01+0.00ABOVE 56%