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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CLAUDE-4-7-OPUS
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
