FINDING #437 · 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)
86% 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
42.30
ACCEL
+1.96
RETENTION
34.8%
PEAK 2026-07-06 · FORK-RETENTION 0.0% · 3,807 STARS / WINDOW
Author Audience
AUDIENCE
636
FOLLOWERS
188
OWNER ★
4,475
Engagement Signals
FORKS
691
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,807 / 3,807 (DIVERSITY 1.00)
Why This Is A Finding
Emily2040/seedance-2.0 собрал 3,807 звёзд за окно, тогда как у автора всего 188 подписчиков — эффективная аудитория ≈ 636. Это даёт surprise-индекс 0.0626 (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 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 42%
VELOCITY42.306.61+35.69ABOVE 85%
RETENTION34.8%22.2%+12.5 PPABOVE 72%
FORKS69197+594ABOVE 84%
SURPRISE0.060.03+0.03ABOVE 89%