FINDING #2257 · 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)
18% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
18.16
ACCEL
-0.01
RETENTION
35.2%
PEAK 2026-06-15 · FORK-RETENTION 0.0% · 1,634 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 1,634 / 1,634 (DIVERSITY 1.00)
Why This Is A Finding
ykdojo/claude-code-tips собрал 1,634 звёзд за окно, тогда как у автора всего 2,403 подписчиков — эффективная аудитория ≈ 3,608. Это даёт surprise-индекс 0.00498 (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 65% 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 65%
VELOCITY18.163.99+14.16ABOVE 88%
RETENTION35.2%17.1%+18.1 PPABOVE 84%
FORKS73490+645ABOVE 91%
SURPRISE0.000.01-0.01ABOVE 31%