Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Rate limiting and caching strategy for backend services.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Stack: Fastify + Prisma + PostgreSQL + Redis + Zod + TypeScript.
Default algorithm: Sliding Window Counter. Three tiers required: CDN/WAF, API Gateway, App Middleware (Redis). Use rate-limiter-flexible with Redis.
→ Read references/rate-limit-config.md for algorithm comparison, implementation tiers, recommended limits per endpoint, key dimensions, response headers, and failure modes
Rule Zero: Before caching, profile. Caching hides problems a database index would solve. Default pattern: cache-aside. Default invalidation: short TTL.
→ Read references/cache-strategy.md for cache layer decision table, TTL strategy, patterns, stampede prevention, HTTP headers, and Redis key conventions
→ Read references/anti-patterns.md for rate limiting (7 items) and caching (11 items) anti-patterns
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Plan, design, and implement A/B tests and experiments with statistical rigor. Covers hypothesis frameworks, sample sizing, metrics, and result analysis.
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Web/mobile accessibility decision guide: WCAG 2.2 AA, ARIA, keyboard nav, focus management, contrast, testing. Use for: a11y, accessibility, wcag, aria, screen reader, keyboard, contrast.
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Generate, iterate, and scale ad creative for paid advertising across Google, Meta, LinkedIn, and X. Covers platform specs, creative frameworks, and quality validation.
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Musica interactiva para juegos: layering vertical, re-secuenciacion horizontal, stingers, reglas de transicion con sync points, y mapeo de estados de gameplay a musica. Usar para: musica adaptativa, sistema de musica dinamica, transiciones musicales, combat music.
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Design multi-agent systems, create agent architectures, define communication patterns, and build autonomous agent workflows with structured evaluation frameworks.
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Inter-agent communication protocol for C-suite agent teams. Defines invocation syntax, loop prevention, isolation rules, response formats, and quality loops.
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