FINDING #1943 · UNIT ID 1002593055
PaulDuvall/ai-development-patterns
A comprehensive collection of AI development patterns for building software with AI assistance, organized by implementation maturity and development lifecycle phases. Includes Foundation, Development, and Operations patterns with practical examples and anti-patterns.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
31% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.11
ACCEL
+0.04
RETENTION
4.7%
PEAK 2026-06-17 · FORK-RETENTION 0.0% · 190 STARS / WINDOW
Author Audience
AUDIENCE
243
FOLLOWERS
155
OWNER ★
875
Engagement Signals
FORKS
49
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 190 / 190 (DIVERSITY 1.00)
Why This Is A Finding
PaulDuvall/ai-development-patterns собрал 190 звёзд за окно, тогда как у автора всего 155 подписчиков — эффективная аудитория ≈ 243. Это даёт surprise-индекс 0.00747 (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 70% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 70%
VELOCITY2.113.99-1.88ABOVE 20%
RETENTION4.7%17.1%-12.4 PPABOVE 12%
FORKS4990-40ABOVE 32%
SURPRISE0.010.01-0.00ABOVE 39%