FINDING #3777 · 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)
1% 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
22.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-30 · FORK-RETENTION 0.0% · 22 STARS / WINDOW
Author Audience
AUDIENCE
448
FOLLOWERS
37
OWNER ★
1,897
Engagement Signals
FORKS
316
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 22 / 22 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 22 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 448. Это даёт surprise-индекс 0.0451 (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 27% OF 5157 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5157 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY22.009.00+13.00ABOVE 78%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS316436-120ABOVE 44%
SURPRISE0.050.01+0.04ABOVE 81%