FINDING #6678 · UNIT ID 1166239178
wilwaldon/Claude-Code-Frontend-Design-Toolkit
Everything I've found that actually makes Claude Code output better-looking frontends. Skills, plugins, MCP servers, CLAUDE.md tricks
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
79% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
3.88
ACCEL
-0.08
RETENTION
4.3%
PEAK 2026-05-05 · FORK-RETENTION 0.0% · 349 STARS / WINDOW
Author Audience
AUDIENCE
154
FOLLOWERS
16
OWNER ★
1,383
Engagement Signals
FORKS
47
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 349 / 349 (DIVERSITY 1.00)
Why This Is A Finding
wilwaldon/Claude-Code-Frontend-Design-Toolkit собрал 349 звёзд за окно, тогда как у автора всего 16 подписчиков — эффективная аудитория ≈ 154. Это даёт surprise-индекс 0.02 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 26% OF 9012 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9012 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY3.883.62+0.26ABOVE 52%
RETENTION4.3%15.2%-10.9 PPABOVE 13%
FORKS47101-54ABOVE 28%
SURPRISE0.020.01+0.01ABOVE 70%