FINDING #6477 · 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)
7% 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
40.00
ACCEL
-9.50
RETENTION
70.0%
PEAK 2026-08-26 · FORK-RETENTION 40.0% · 120 STARS / WINDOW
Author Audience
AUDIENCE
443
FOLLOWERS
37
OWNER ★
1,846
Engagement Signals
FORKS
306
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 120 / 120 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 120 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 443. Это даёт surprise-индекс 0.0828 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 40.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 32% OF 9558 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9558 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 32%
VELOCITY40.005.67+34.33ABOVE 93%
RETENTION70.0%42.9%+27.1 PPABOVE 76%
FORKS306333-27ABOVE 48%
SURPRISE0.080.00+0.08ABOVE 92%