FINDING #8518 · 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)
1% 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
2.43
ACCEL
-0.11
RETENTION
45.0%
PEAK 2026-08-24 · FORK-RETENTION 0.0% · 17 STARS / WINDOW
Author Audience
AUDIENCE
241
FOLLOWERS
35
OWNER ★
2,058
Engagement Signals
FORKS
241
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 17 / 17 (DIVERSITY 1.00)
Why This Is A Finding
Trystan-SA/claude-design-system-prompt собрал 17 звёзд за окно, тогда как у автора всего 35 подписчиков — эффективная аудитория ≈ 241. Это даёт surprise-индекс 0.00865 (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 13% 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 13%
VELOCITY2.433.71-1.29ABOVE 32%
RETENTION45.0%38.0%+7.0 PPABOVE 61%
FORKS24186+155ABOVE 74%
SURPRISE0.010.01-0.00ABOVE 46%