FINDING #3275 · 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)
6% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
18.30
ACCEL
+0.49
RETENTION
53.6%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 549 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 549 / 549 (DIVERSITY 1.00)
Why This Is A Finding
ykdojo/claude-code-tips собрал 549 звёзд за окно, тогда как у автора всего 2,403 подписчиков — эффективная аудитория ≈ 3,608. Это даёт surprise-индекс 0.00502 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 48% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 48%
VELOCITY18.304.23+14.07ABOVE 85%
RETENTION53.6%29.4%+24.2 PPABOVE 89%
FORKS73492+642ABOVE 89%
SURPRISE0.010.01-0.01ABOVE 31%