FINDING #9205 · 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
1.71
ACCEL
+0.36
RETENTION
100.0%
PEAK 2026-10-11 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
253
FOLLOWERS
39
OWNER ★
2,138
Engagement Signals
FORKS
242
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
Trystan-SA/claude-design-system-prompt собрал 12 звёзд за окно, тогда как у автора всего 39 подписчиков — эффективная аудитория ≈ 253. Это даёт surprise-индекс 0.00585 (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 6% OF 9747 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9747 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY1.713.57-1.86ABOVE 12%
RETENTION100.0%33.3%+66.7 PPABOVE 99%
FORKS242104+138ABOVE 70%
SURPRISE0.010.01-0.00ABOVE 41%