FINDING #3684 · UNIT ID 1118278705
she-llac/claude-counter
A minimal browser extension that shows token count, cache timer, and usage bars on claude.ai.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
75% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
S10 · S10
Growth Telemetry
VELOCITY /D
17.56
ACCEL
-0.33
RETENTION
15.6%
PEAK 2026-04-17 · FORK-RETENTION 0.0% · 1,580 STARS / WINDOW
Author Audience
AUDIENCE
363
FOLLOWERS
149
OWNER ★
2,144
Engagement Signals
FORKS
245
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,580 / 1,580 (DIVERSITY 1.00)
Why This Is A Finding
she-llac/claude-counter собрал 1,580 звёзд за окно, тогда как у автора всего 149 подписчиков — эффективная аудитория ≈ 363. Это даёт surprise-индекс 0.0435 (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 42% 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 42%
VELOCITY17.563.99+13.56ABOVE 87%
RETENTION15.6%17.1%-1.5 PPABOVE 46%
FORKS24590+156ABOVE 75%
SURPRISE0.040.01+0.03ABOVE 90%