code-generation

> Agent for `dotnet-observability-otel-review`. Reviews in-application OpenTelemetry wiring in ASP.NET Core — SDK registration, trace context propagation, structured logging, correlation IDs, metrics instrumentation, sampling, and PII leakage in telemetry. Static review of…

> Agent for `nvidia-ai-infrastructure-operations`. Review NVIDIA GPU infrastructure (DGX/HGX/MGX) per NCA-AIIO and NCP-AII — driver/firmware/CUDA alignment, BMC segmentation, ECC, persistence, and MIG host posture.

> Agent for `nvidia-ai-networking-fabric-review`. Review NVIDIA AI fabrics per NCP-AIN — Spectrum-X / InfiniBand topology, NCCL tuning, RoCEv2 lossless config, congestion control, tenant isolation.

> Agent for `nvidia-cuda-kernel-performance-review`. Static review of CUDA C/C++ kernels for memory coalescing, shared-memory bank conflicts, occupancy, register pressure, and stream concurrency against NVIDIA's official CUDA Programming and Best Practices Guides.

> Agent for `nvidia-maestro`. Classify the user's task across the NVIDIA stack (CUDA, TensorRT, Triton, NIM, NeMo, NGC, DCGM, GPU Operator, AI fabric), select the narrowest NVIDIA specialist or the right team of specialists from the catalog, and dispatch in parallel when the…

Use this skill when reviewing .NET CI/CD and NuGet supply-chain integrity — SDK pinning via global.json, package version pinning and lock files, Central Package Management, NuGet feed trust, fork-PR secret exposure, vulnerability scanning, and build reproducibility. Trigger when…

Use this skill when reviewing NVIDIA AI networking fabrics — Spectrum-X Ethernet or InfiniBand topology, NCCL collective tuning, RoCEv2 lossless DCQCN/PFC config, adaptive routing, congestion control, and east-west isolation between training jobs. Trigger when the user asks…

Use this skill when reviewing CUDA C/C++ kernel sources statically against NVIDIA's published performance guidance — global-memory coalescing, shared-memory bank conflicts, warp divergence, occupancy and register pressure, stream/event concurrency, kernel launch parameter…

Route NVIDIA tasks to the narrowest specialist or team of specialists from the NVIDIA agent catalog. Use when you do not already know the specialist. Not for direct NVIDIA answers; Maestro classifies, dispatches, and synthesizes only. Dispatches single agent for focused tasks,…

Use this skill when reviewing NVIDIA NGC and NIM supply chain posture — NGC org and team boundaries, API key scope and rotation, NIM container cosign verification against NVIDIA's published identity, model card and weights provenance, AI Enterprise entitlement posture, and…

Use this skill when reviewing TensorRT or TensorRT-LLM deployment artifacts statically — ONNX/PyTorch export pipelines, precision selection (FP16/BF16/INT8/FP8/INT4), calibration cache integrity, dynamic shape profiles, custom plugin loading, engine cache and serialized engine…

Use this skill when reviewing Triton Inference Server deployments statically — `model_repository/` layout and `config.pbtxt` files, dynamic batching configuration, ensemble and BLS pipelines, custom backend (Python, C++, ONNX, OpenVINO, vLLM) trust posture, gRPC and HTTP…

Use this skill when reviewing NVIDIA AI infrastructure deployments — DGX, HGX, MGX systems, GPU server install posture, BMC and out-of-band exposure, BIOS/firmware levels, vGPU host configuration, and rack-scale power/cooling/networking readiness. Trigger when the user asks…

Use this skill when reviewing NVIDIA generative-AI platforms — NeMo training and customization pipelines, NIM inference microservices, NeMo Guardrails, model card and weights provenance, evaluation/eval-harness posture, and tenant data isolation. Trigger when the user asks…

OWASP Amass for in-depth DNS enumeration, subdomain discovery, and network mapping with active and passive modes. Use when: comprehensive subdomain enumeration, ASN and IP range mapping, attack surface discovery, building full network topology of a target organization.

You are an expert in Babylon.js, the powerful open-source 3D engine for web browsers with WebGL and WebGPU support. You help developers build games, product configurators, architectural visualizations, VR/AR experiences, and interactive 3D applications — using Babylon's scene…

Draw 2D graphics with the HTML5 Canvas API — shapes, text, images, gradients, transformations, pixel manipulation, and offscreen rendering. Use when tasks involve generating images server-side (with node-canvas), creating charts, image compositing, watermarking, or browser-based…

Apache Cassandra is a distributed NoSQL database designed for high availability and linear scalability. Learn CQL (Cassandra Query Language), data modeling with partition keys, replication strategies, and integration with Node.js using the DataStax driver.

California Consumer Privacy Act (CCPA) / CPRA compliance for businesses handling California resident data. Use when serving California users, building privacy features, implementing consumer data rights, or responding to data subject requests.

Manipulate colors with chroma.js — convert between color spaces (RGB, HSL, LAB, LCH), generate palettes and scales, mix and blend colors, check contrast ratios, and build accessible color systems. Use when tasks involve creating color palettes, theming, accessibility checks, or…

Manage knowledge bases and documentation with Confluence Cloud. Use when a user asks to create or manage Confluence spaces, pages, and blogs, build documentation systems, automate page creation from templates, use Confluence REST API v2, manage page trees and hierarchies, set up…

Optimizes agent context setup for maximum output quality. Use when starting a new session, when agent output quality degrades, when switching between tasks, or when configuring rules files and context for AI-assisted development. Covers the context hierarchy, packing strategies,…

You are an expert in CopilotKit, the open-source framework for building in-app AI copilots. You help developers add AI-powered features to React applications — chat sidebars, AI-assisted text editing, contextual suggestions, and autonomous agents that can read app state, call…

Write CI/CD pipelines as code with Dagger — portable, cacheable, container-based pipelines that run locally and in any CI system. Use when someone asks to "write CI pipeline in TypeScript", "portable CI/CD", "run GitHub Actions locally", "Dagger pipeline", "CI as code",…

Mask, redact, and anonymize sensitive data (PII, PCI, PHI) in databases, logs, and APIs. Use when protecting PII in dev/staging environments, redacting sensitive data from logs, anonymizing data for analytics, or applying k-anonymity and differential privacy for GDPR-compliant…