FINDING #7202 · UNIT ID 1334670095
Luisacaotica/ComfyUI-MiniMaxH3Mod
🚧 Under construction — no-training RefMod reference adapters for MiniMax H3 (compress reference images/videos into tiny latents, no training needed).
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
53% 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
8.13
ACCEL
+0.43
RETENTION
37.8%
PEAK 2026-10-14 · FORK-RETENTION 20.0% · 244 STARS / WINDOW
Author Audience
AUDIENCE
85
FOLLOWERS
38
OWNER ★
471
Engagement Signals
FORKS
50
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 244 / 244 (DIVERSITY 1.00)
Why This Is A Finding
Luisacaotica/ComfyUI-MiniMaxH3Mod собрал 244 звёзд за окно, тогда как у автора всего 38 подписчиков — эффективная аудитория ≈ 85. Это даёт surprise-индекс 0.065 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 20.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 26% OF 9675 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9675 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY8.133.80+4.33ABOVE 73%
RETENTION37.8%20.3%+17.6 PPABOVE 84%
FORKS50138-88ABOVE 28%
SURPRISE0.070.01+0.06ABOVE 94%