FINDING #8217 · 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)
2% 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
8.14
ACCEL
+1.32
RETENTION
75.0%
PEAK 2026-08-24 · FORK-RETENTION 0.0% · 57 STARS / WINDOW
Author Audience
AUDIENCE
370
FOLLOWERS
33
OWNER ★
3,373
Engagement Signals
FORKS
182
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 57 / 57 (DIVERSITY 1.00)
Why This Is A Finding
hamed-elfayome/Claude-Usage-Tracker собрал 57 звёзд за окно, тогда как у автора всего 33 подписчиков — эффективная аудитория ≈ 370. Это даёт surprise-индекс 0.0198 (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 16% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY8.143.71+4.43ABOVE 74%
RETENTION75.0%38.0%+37.0 PPABOVE 93%
FORKS18286+96ABOVE 68%
SURPRISE0.020.01+0.01ABOVE 68%