FINDING #8213 · 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)
2% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
5.43
ACCEL
-0.04
RETENTION
61.1%
PEAK 2026-08-26 · FORK-RETENTION 100.0% · 38 STARS / WINDOW
Author Audience
AUDIENCE
399
FOLLOWERS
158
OWNER ★
2,412
Engagement Signals
FORKS
268
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 38 / 38 (DIVERSITY 1.00)
Why This Is A Finding
she-llac/claude-counter собрал 38 звёзд за окно, тогда как у автора всего 158 подписчиков — эффективная аудитория ≈ 399. Это даёт surprise-индекс 0.0124 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 16% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY5.433.71+1.71ABOVE 62%
RETENTION61.1%37.5%+23.6 PPABOVE 85%
FORKS26890+178ABOVE 75%
SURPRISE0.010.01+0.00ABOVE 57%