FINDING #8369 · 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)
6% 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
4.77
ACCEL
+0.10
RETENTION
45.4%
PEAK 2026-08-19 · FORK-RETENTION 38.5% · 143 STARS / WINDOW
Author Audience
AUDIENCE
399
FOLLOWERS
158
OWNER ★
2,407
Engagement Signals
FORKS
267
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 143 / 143 (DIVERSITY 1.00)
Why This Is A Finding
she-llac/claude-counter собрал 143 звёзд за окно, тогда как у автора всего 158 подписчиков — эффективная аудитория ≈ 399. Это даёт surprise-индекс 0.0109 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 38.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 13% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY4.773.63+1.13ABOVE 60%
RETENTION45.4%24.8%+20.6 PPABOVE 86%
FORKS267120+147ABOVE 70%
SURPRISE0.010.01+0.00ABOVE 58%