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Reviews AWS Lambda functions for performance, memory configuration, and cost optimization. Activates when users write Lambda handlers or discuss Lambda performance.

Generates professional clinical decision support (CDS) documents for pharmaceutical and clinical research. This includes patient cohort analyses (biomarker-stratified with outcomes) and evidence-based treatment recommendation reports, supporting GRADE evidence grading, statistical analysis, and biomarker integration.

Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.

Generates professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings. This includes patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms), supporting GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), and biomarker integration.

Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting data centers to cloud, or implementing secure cross-premises networking.

Draft privacy policies, terms of service, disclaimers, and legal

Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking with minimal overhead.

Lip-sync a face to a specific audio track on RunComfy via the `runcomfy` CLI. Routes across ByteDance OmniHuman (audio-driven full-body avatar from a portrait + audio), Sync Labs sync v2 / Pro (state-of-the-art mouth sync onto a video), Kling lipsync (audio-to- video and text-to-video with synced speech), and Creatify lipsync. The skill picks the right endpoint for the user's actual intent — portr

An advanced intent interpretation system that analyzes user requests using cognitive science principles to extrapolate logical volition. It's used for ambiguous requests, to improve response quality through deeper understanding, or to help users clarify their true needs by applying probabilistic intent mapping, first principles decomposition, and Socratic clarification.

Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilience patterns.

Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service management, observability strategies, automation, backup/recovery, capacity planning, and operational excellence practices.

You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati