FINDING #414 · UNIT ID 1087077125
itsfatduck/optimizerDuck
Free, open-source Windows optimization tool for performance, privacy, and simplicity.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
97% 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
70.91
ACCEL
+1.58
RETENTION
32.5%
PEAK 2026-07-09 · FORK-RETENTION 0.0% · 6,382 STARS / WINDOW
Author Audience
AUDIENCE
766
FOLLOWERS
108
OWNER ★
6,576
Engagement Signals
FORKS
281
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 6,382 / 6,382 (DIVERSITY 1.00)
Why This Is A Finding
itsfatduck/optimizerDuck собрал 6,382 звёзд за окно, тогда как у автора всего 108 подписчиков — эффективная аудитория ≈ 766. Это даёт surprise-индекс 0.088 (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 45% 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 45%
VELOCITY70.916.61+64.30ABOVE 91%
RETENTION32.5%22.2%+10.3 PPABOVE 69%
FORKS28197+184ABOVE 71%
SURPRISE0.090.03+0.06ABOVE 99%