FINDING #6192 · 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)
4% 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
27.67
ACCEL
-4.50
RETENTION
83.9%
PEAK 2026-08-28 · FORK-RETENTION 100.0% · 83 STARS / WINDOW
Author Audience
AUDIENCE
448
FOLLOWERS
37
OWNER ★
1,897
Engagement Signals
FORKS
316
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 83 / 83 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 83 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 448. Это даёт surprise-индекс 0.0567 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 100.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 29% OF 8663 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8663 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY27.675.67+22.00ABOVE 90%
RETENTION83.9%41.7%+42.2 PPABOVE 91%
FORKS316332-16ABOVE 49%
SURPRISE0.060.00+0.05ABOVE 88%