FINDING #7002 · 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)
47% 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
29.70
ACCEL
+1.01
RETENTION
42.8%
PEAK 2026-08-22 · FORK-RETENTION 31.8% · 891 STARS / WINDOW
Author Audience
AUDIENCE
453
FOLLOWERS
37
OWNER ★
1,897
Engagement Signals
FORKS
316
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 891 / 891 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 891 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 453. Это даёт surprise-индекс 0.0602 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 31.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 27% OF 9593 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9593 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY29.703.63+26.07ABOVE 93%
RETENTION42.8%25.0%+17.8 PPABOVE 82%
FORKS316117+199ABOVE 74%
SURPRISE0.060.01+0.05ABOVE 94%