FINDING #8513 · 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)
3% 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
1.80
ACCEL
-0.00
RETENTION
35.4%
PEAK 2026-08-24 · FORK-RETENTION 85.7% · 54 STARS / WINDOW
Author Audience
AUDIENCE
243
FOLLOWERS
36
OWNER ★
2,073
Engagement Signals
FORKS
244
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 54 / 54 (DIVERSITY 1.00)
Why This Is A Finding
Trystan-SA/claude-design-system-prompt собрал 54 звёзд за окно, тогда как у автора всего 36 подписчиков — эффективная аудитория ≈ 243. Это даёт surprise-индекс 0.00635 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 85.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 11% OF 9590 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9590 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY1.803.77-1.97ABOVE 12%
RETENTION35.4%25.1%+10.3 PPABOVE 69%
FORKS244112+132ABOVE 69%
SURPRISE0.010.01-0.00ABOVE 42%