FINDING #5321 · UNIT ID 1173790477
hoangsonww/Claude-Code-Agent-Monitor
🚀 A real-time monitoring dashboard for Claude Code, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, and WebSockets. It tracks sessions, agent activity, tool usage, and subagent orchestration, providing live analytics, a Kanban status board, status notifications, a cute buddy, and an interactive web UI/MacOS/Windows native app.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
91% 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
Growth Telemetry
VELOCITY /D
8.14
ACCEL
+0.01
RETENTION
8.5%
PEAK 2026-05-02 · FORK-RETENTION 0.0% · 733 STARS / WINDOW
Author Audience
AUDIENCE
817
FOLLOWERS
513
OWNER ★
3,040
Engagement Signals
FORKS
182
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 733 / 733 (DIVERSITY 1.00)
Why This Is A Finding
hoangsonww/Claude-Code-Agent-Monitor собрал 733 звёзд за окно, тогда как у автора всего 513 подписчиков — эффективная аудитория ≈ 817. Это даёт surprise-индекс 0.0095 (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 17% 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 17%
VELOCITY8.143.99+4.15ABOVE 73%
RETENTION8.5%17.1%-8.6 PPABOVE 25%
FORKS18290+93ABOVE 68%
SURPRISE0.010.01-0.00ABOVE 44%