FINDING #379 · UNIT ID 1082927074
hamed-elfayome/Claude-Usage-Tracker
Native macOS menu bar app for tracking Claude AI usage limits in real-time. Built with Swift/SwiftUI.
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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
15.33
ACCEL
-0.10
RETENTION
11.5%
PEAK 2026-01-22 · FORK-RETENTION 0.0% · 2,759 STARS / WINDOW
Author Audience
AUDIENCE
336
FOLLOWERS
31
OWNER ★
3,049
Engagement Signals
FORKS
164
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,759 / 2,759 (DIVERSITY 1.00)
Why This Is A Finding
hamed-elfayome/Claude-Usage-Tracker собрал 2,759 звёзд за окно, тогда как у автора всего 31 подписчиков — эффективная аудитория ≈ 336. Это даёт surprise-индекс 0.0408 (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 34% OF 571 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 571 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 34%
VELOCITY15.336.39+8.93ABOVE 70%
RETENTION11.5%17.7%-6.2 PPABOVE 35%
FORKS164135+29ABOVE 54%
SURPRISE0.040.02+0.02ABOVE 92%