FINDING #4509 · UNIT ID 1105657641
ykdojo/claude-code-tips
40+ tips for getting the most out of Claude Code, from basics to advanced - includes a custom status line script and Claude Code running itself in a container. Also includes the dx plugin: skills for everyday dev workflows.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
90% 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
Growth Telemetry
VELOCITY /D
46.34
ACCEL
-0.44
RETENTION
5.8%
PEAK 2026-03-19 · FORK-RETENTION 0.0% · 8,341 STARS / WINDOW
Author Audience
AUDIENCE
3,608
FOLLOWERS
2,403
OWNER ★
12,048
Engagement Signals
FORKS
734
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 8,341 / 8,341 (DIVERSITY 1.00)
Why This Is A Finding
ykdojo/claude-code-tips собрал 8,341 звёзд за окно, тогда как у автора всего 2,403 подписчиков — эффективная аудитория ≈ 3,608. Это даёт surprise-индекс 0.0127 (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 24% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY46.343.29+43.04ABOVE 98%
RETENTION5.8%11.3%-5.6 PPABOVE 27%
FORKS73499+635ABOVE 92%
SURPRISE0.010.01+0.00ABOVE 56%