FINDING #8869 · 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)
0% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.29
ACCEL
-1.04
RETENTION
3.6%
PEAK 2026-10-12 · FORK-RETENTION 0.0% · 16 STARS / WINDOW
Author Audience
AUDIENCE
405
FOLLOWERS
37
OWNER ★
3,676
Engagement Signals
FORKS
196
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 16 / 16 (DIVERSITY 1.00)
Why This Is A Finding
hamed-elfayome/Claude-Usage-Tracker собрал 16 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 405. Это даёт surprise-индекс 0.00514 (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 8% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY2.293.14-0.86ABOVE 32%
RETENTION3.6%16.7%-13.0 PPABOVE 20%
FORKS196277-81ABOVE 44%
SURPRISE0.010.00+0.00ABOVE 57%