FINDING #3528 · UNIT ID 1140551365
WorldFlowAI/everything-claude-code
Claude Code toolkit - agents, commands, skills, rules, and hooks for productive AI-assisted development
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
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
71.33
ACCEL
+14.50
RETENTION
59.5%
PEAK 2026-10-16 · FORK-RETENTION 55.2% · 214 STARS / WINDOW
Author Audience
AUDIENCE
1,129
FOLLOWERS
69
OWNER ★
4,953
Engagement Signals
FORKS
738
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 214 / 214 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 214 звёзд за окно, тогда как у автора всего 69 подписчиков — эффективная аудитория ≈ 1,129. Это даёт surprise-индекс 0.061 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 55.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 29% OF 4978 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4978 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY71.335.33+66.00ABOVE 96%
RETENTION59.5%0.0%+59.5 PPABOVE 81%
FORKS738346+392ABOVE 64%
SURPRISE0.060.00+0.06ABOVE 89%