FINDING #4003 · UNIT ID 1222587475
Trystan-SA/claude-design-system-prompt
Reverse-engineered system prompt and skill library that turns an LLM into an opinionated, accessibility-aware, AI-slop-resistant design collaborator.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
89% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
51.30
ACCEL
+3.88
RETENTION
16.7%
PEAK 2026-07-05 · FORK-RETENTION 0.0% · 1,539 STARS / WINDOW
Author Audience
AUDIENCE
218
FOLLOWERS
34
OWNER ★
1,843
Engagement Signals
FORKS
222
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,539 / 1,539 (DIVERSITY 1.00)
Why This Is A Finding
Trystan-SA/claude-design-system-prompt собрал 1,539 звёзд за окно, тогда как у автора всего 34 подписчиков — эффективная аудитория ≈ 218. Это даёт surprise-индекс 0.20 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 36% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 36%
VELOCITY51.304.23+47.07ABOVE 94%
RETENTION16.7%29.4%-12.7 PPABOVE 25%
FORKS22292+130ABOVE 71%
SURPRISE0.200.01+0.19ABOVE 99%