FINDING #3312 · UNIT ID 1201960789
mm7894215/TokenTracker
Local-first AI token usage & cost tracker for 27 coding tools — with a desktop pet, 4 widgets, achievements, native macOS/Windows apps, and a one-command CLI. Never reads prompts.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
11.14
ACCEL
-0.11
RETENTION
11.1%
PEAK 2026-04-17 · FORK-RETENTION 0.0% · 1,003 STARS / WINDOW
Author Audience
AUDIENCE
119
FOLLOWERS
17
OWNER ★
1,023
Engagement Signals
FORKS
102
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,003 / 1,003 (DIVERSITY 1.00)
Why This Is A Finding
mm7894215/TokenTracker собрал 1,003 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 119. Это даёт surprise-индекс 0.07 (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 48% 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 48%
VELOCITY11.143.99+7.15ABOVE 80%
RETENTION11.1%17.1%-6.0 PPABOVE 33%
FORKS10290+13ABOVE 53%
SURPRISE0.070.01+0.06ABOVE 98%