FINDING #1045 · UNIT ID 1292653707
millennium-steam/Millennium-Steam
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SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
54% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
25.33
ACCEL
-4.00
RETENTION
45.0%
PEAK 2026-07-12 · FORK-RETENTION 0.0% · 76 STARS / WINDOW
Author Audience
AUDIENCE
14
FOLLOWERS
0
OWNER ★
141
Engagement Signals
FORKS
0
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 76 / 76 (DIVERSITY 1.00)
Why This Is A Finding
millennium-steam/Millennium-Steam собрал 76 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 14. Это даёт surprise-индекс 0.47 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 2% OF 1069 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1069 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.01-0.01ABOVE 2%
VELOCITY25.3315.33+10.00ABOVE 65%
RETENTION45.0%33.3%+11.7 PPABOVE 61%
FORKS045-45ABOVE 0%
SURPRISE0.470.05+0.42ABOVE 95%