FINDING #4124 · 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)
93% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
5.03
ACCEL
+0.15
RETENTION
34.3%
PEAK 2026-06-25 · FORK-RETENTION 0.0% · 453 STARS / WINDOW
Author Audience
AUDIENCE
130
FOLLOWERS
18
OWNER ★
472
Engagement Signals
FORKS
89
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 453 / 453 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 453 звёзд за окно, тогда как у автора всего 18 подписчиков — эффективная аудитория ≈ 130. Это даёт surprise-индекс 0.0295 (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 35% 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 35%
VELOCITY5.033.99+1.04ABOVE 59%
RETENTION34.3%17.1%+17.2 PPABOVE 83%
FORKS8990-0ABOVE 50%
SURPRISE0.030.01+0.02ABOVE 78%