NVIDIA/TileGym/converting-cutile-to-triton A Agent Skill Active
Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit).
Browse SKILL.md-based agent skills for Claude Code, Codex, Cursor, Gemini CLI and more.
Converts cuTile GPU kernels (@ct.kernel) to Triton (@triton.jit).
Use when adding, modifying, optimizing, or debugging CuTile autotuning code.
Expert cuTile programming assistant.
Iteratively optimize cuTile kernel performance through systematic profiling, bottleneck analysis, IR comparison, and targeted tuning.
Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' in...
Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI).
Install cuOpt for Python, C, or as a server (pip, conda, Docker) — system requirements, install commands, and verification.
LP, MILP, and QP (beta) with cuOpt — C API only.
LP, MILP, and QP (beta) with cuOpt — CLI only (MPS files, cuopt_cli).
Solve Linear Programming (LP), Mixed-Integer Linear Programming (MILP), and Quadratic Programming (QP, beta) with the Python API.
Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only.
cuOpt REST server — start server, endpoints, Python/curl client examples.
cuOpt REST server — what it does and how requests flow.
Base rules for end users calling NVIDIA cuOpt (routing/LP/MILP/QP/install/server).
Numerical optimization (LP, MILP, QP) — concepts, problem-text parsing, and formulation patterns.
Vehicle routing (VRP, TSP, PDP) — problem types and data requirements.
After solving a non-trivial problem, detect generalizable learnings and propose skill updates so future interactions benefit automatically.
NVIDIA DeepStream SDK 9.0 development with Python pyservicemaker API.
Use this skill to bring any vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engi...
Deploy Nemotron Voice Agent on Workstation (x86), Jetson Thor, or Cloud NIMs.
"NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage.
Manage and monitor VSS alerts after the alerts profile is deployed.
Deploy, debug, or tear down any VSS profile using a compose-centric workflow — config (dry-run) with env overrides, review resolved compose, then compose up.
Produce video analysis reports by discovering the deployed VSS agent, querying POST /generate for a timestamped captioned summary of the clip, then formatting the agent reply as th...
Use this skill when working with the RTVI VLM or RT-VLM microservice API on VSS 3.1.
Query video analytics data and metrics from Elastic search via the VA-MCP server (port 9901).
Search video archives using natural language — find events, objects, actions, and people across recorded video using fusion search (Cosmos Embed1 semantic search + CV attribute sea...
Summarize a video by calling the VLM NIM or the Long Video Summarization (LVS) microservice directly.
Call the vss agent to run video understanding on video to answer a text question.
Query VIOS REST APIs: sensor list, recording timelines, video clip extraction, snapshot capture, add/delete sensors and streams
Generate video summary reports using the VSS video_search_frag extension with Long Video Summarization (LVS), Enterprise RAG knowledge retrieval, and human-in-the-loop parameter co...
Design well-architected Azure cloud systems
Continual learning patterns for Azure AI
Build applications powered by GitHub Copilot SDK
Microsoft Entra Agent ID OAuth2 identities via Graph API
Review and create distinctive frontend interfaces
Structured GitHub issue reports from notes
MCP server creation guide for LLM tool integration
AI podcast audio with Azure OpenAI Realtime API
Guide for creating effective skills for AI coding agents
Document text, table, and data extraction
GPT-4, embeddings, DALL-E, and Whisper client
AI Foundry project management SDK
Real-time bidirectional voice AI
Event Grid topic and domain publishing
High-throughput event streaming
Microsoft Entra ID authentication
Geocoding, routing, and weather services