FINDING #3311 · UNIT ID 1166205118
Emily2040/seedance-2.0
Comprehensive production pipeline for quad-modal AI filmmaking with Seedance 2.0
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
89% 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
43.76
ACCEL
+2.00
RETENTION
34.0%
PEAK 2026-07-06 · FORK-RETENTION 0.0% · 3,938 STARS / WINDOW
Author Audience
AUDIENCE
636
FOLLOWERS
188
OWNER ★
4,475
Engagement Signals
FORKS
691
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,938 / 3,938 (DIVERSITY 1.00)
Why This Is A Finding
Emily2040/seedance-2.0 собрал 3,938 звёзд за окно, тогда как у автора всего 188 подписчиков — эффективная аудитория ≈ 636. Это даёт surprise-индекс 0.0648 (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 48% 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 48%
VELOCITY43.763.99+39.76ABOVE 95%
RETENTION34.0%17.1%+16.8 PPABOVE 83%
FORKS69190+602ABOVE 91%
SURPRISE0.060.01+0.05ABOVE 97%