FINDING #7104 · 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)
14% 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
37.29
ACCEL
-4.46
RETENTION
63.9%
PEAK 2026-08-24 · FORK-RETENTION 66.7% · 261 STARS / WINDOW
Author Audience
AUDIENCE
453
FOLLOWERS
37
OWNER ★
1,897
Engagement Signals
FORKS
316
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 261 / 261 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 261 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 453. Это даёт surprise-индекс 0.0756 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 66.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 27% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY37.293.71+33.57ABOVE 94%
RETENTION63.9%37.5%+26.4 PPABOVE 87%
FORKS31690+226ABOVE 79%
SURPRISE0.080.01+0.07ABOVE 91%