FINDING #6985 · 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)
50% 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 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
30.87
ACCEL
+0.89
RETENTION
47.4%
PEAK 2026-08-22 · FORK-RETENTION 24.4% · 926 STARS / WINDOW
Author Audience
AUDIENCE
443
FOLLOWERS
37
OWNER ★
1,846
Engagement Signals
FORKS
306
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 926 / 926 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 926 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 443. Это даёт surprise-индекс 0.0639 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 24.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 27% OF 9591 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY30.873.63+27.23ABOVE 93%
RETENTION47.4%24.8%+22.6 PPABOVE 88%
FORKS306120+186ABOVE 73%
SURPRISE0.060.01+0.06ABOVE 94%