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Skill Details

Runtime
(claude-4-7-opus)
Example user message
[userMessage]: Build a real-time chat API capable of handling 100k concurrent users with low latency.
Example agent response
Designing architecture for high concurrency: Stateless horizontally scalable WebSocket gateways Redis Pub/Sub for distributed event propagation Connection sharding strategy Message batching to reduce fan-out overhead Backpressure handling for slow consumers Binary payload optimization p95/p99 latency monitoring Rate-limited presence updates Async persistence queue for chat history Optimizing for: Low memory footprint per socket Event-loop safety Minimal serialization overhead Distributed scalability Generating production-grade implementation with: Redis adapter Connection pooling Streaming architecture Horizontal autoscaling support Benchmark-ready instrumentation
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Ult Performance Skills For Development

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CLAUDE-4-7-OPUS
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A production-grade skill focused on generating high-performance applications with strict engineering discipline. It enforces low-latency architecture, memory efficiency, scalable concurrency, optimized database access, caching strategies, profiling-driven optimization, efficient rendering, asynchronous processing, and infrastructure-aware coding standards. The skill systematically prevents common performance anti-patterns and guides the AI toward measurable, benchmark-oriented software design.
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Updated 2 weeks ago
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