PaulDuvall/ai-development-patterns — GitHub trend

▲РЕПО НЕТ В ОКНЕ 3D. ПОКАЗАН FINDING ИЗ ОКНА 30D (30 days) — РАНГ #1777.

FINDING #1777 · 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.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0169

ENGAGEMENT0.20

FRESHNESS1.31

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

23% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.77

ACCEL

-0.52

RETENTION

4.7%

PEAK 2026-06-17 · FORK-RETENTION 0.0% · 143 STARS / WINDOW

Author Audience

AUDIENCE

243

FOLLOWERS

155

OWNER ★

875

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 143 / 143 (DIVERSITY 1.00)

Why This Is A Finding

PaulDuvall/ai-development-patterns собрал 143 звёзд за окно, тогда как у автора всего 155 подписчиков — эффективная аудитория ≈ 243. Это даёт surprise-индекс 0.0169 (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 72% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.00ABOVE 72%

VELOCITY4.774.23+0.53ABOVE 54%

RETENTION4.7%29.4%-24.7 PPABOVE 7%

FORKS4992-43ABOVE 33%

SURPRISE0.020.01+0.00ABOVE 60%