FINDING #6912 · 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)
19% 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
49.43
ACCEL
-7.04
RETENTION
47.4%
PEAK 2026-08-22 · FORK-RETENTION 71.7% · 346 STARS / WINDOW
Author Audience
AUDIENCE
443
FOLLOWERS
37
OWNER ★
1,846
Engagement Signals
FORKS
306
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 346 / 346 (DIVERSITY 1.00)
Why This Is A Finding
WorldFlowAI/everything-claude-code собрал 346 звёзд за окно, тогда как у автора всего 37 подписчиков — эффективная аудитория ≈ 443. Это даёт surprise-индекс 0.10 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 71.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 29% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 29%
VELOCITY49.433.71+45.71ABOVE 95%
RETENTION47.4%38.0%+9.4 PPABOVE 64%
FORKS30686+220ABOVE 79%
SURPRISE0.100.01+0.09ABOVE 94%