FINDING #7655 · 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)
10% 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
65.57
ACCEL
-1.89
RETENTION
77.7%
PEAK 2026-10-07 · FORK-RETENTION 69.2% · 459 STARS / WINDOW
Author Audience
AUDIENCE
1,050
FOLLOWERS
65
OWNER ★
4,600
Engagement Signals
FORKS
688
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 459 / 459 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 459 звёзд за окно, тогда как у автора всего 65 подписчиков — эффективная аудитория ≈ 1,050. Это даёт surprise-индекс 0.0602 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 69.2% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 21% OF 9747 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 21%
VELOCITY65.573.57+62.00ABOVE 96%
RETENTION77.7%33.3%+44.4 PPABOVE 96%
FORKS688104+584ABOVE 88%
SURPRISE0.060.01+0.05ABOVE 90%