FINDING #3841 · UNIT ID 1167544724
CodeZeno/Claude-Code-Usage-Monitor
Real-time Claude Code usage monitor for Windows taskbar
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
76% 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
2.63
ACCEL
+0.03
RETENTION
43.3%
PEAK 2026-06-16 · FORK-RETENTION 0.0% · 237 STARS / WINDOW
Author Audience
AUDIENCE
33
FOLLOWERS
2
OWNER ★
311
Engagement Signals
FORKS
74
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 237 / 237 (DIVERSITY 1.00)
Why This Is A Finding
CodeZeno/Claude-Code-Usage-Monitor собрал 237 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 33. Это даёт surprise-индекс 0.036 (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 40% 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 40%
VELOCITY2.633.99-1.36ABOVE 32%
RETENTION43.3%17.1%+26.2 PPABOVE 92%
FORKS7490-15ABOVE 44%
SURPRISE0.040.01+0.02ABOVE 85%