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Browse reusable Agent Skills, each with a clear purpose and practical guidance.

onnx-opset-bump-checklist

Step-by-step checklist for bumping the pinned ONNX dependency / opset in ONNX Runtime (e.g. ONNX 1.21 / opset 26 → 1.22 / opset 27). Use when integrating a new ONNX release or release-candidate, updating the cmake/deps.txt onnx pin or the cmake/external/onnx submodule, regenerating cmake/patches/onnx/onnx.patch, raising kMaxSupportedOpset, or adding a new opset's CPU kernels. Covers the file taxonomy, archive-hash procedures, patch rebase/mirror rules, the RC→formal strategy, and the optimizer/EP gotchas that the automated audit script misses.

21.09k repo starsObserved in 1 repos
Development
GitHub

ort-build

Build ONNX Runtime from source. Use this skill when asked to build, compile, or generate CMake files for ONNX Runtime.

21.09k repo starsObserved in 1 repos
Development
GitHub

ort-test

Run ONNX Runtime tests. Use this skill when asked to run tests, debug test failures, or find and execute specific test cases in ONNX Runtime.

21.09k repo starsObserved in 1 repos
Testing & Quality
GitHub

webgpu-local-testing

Build and run ONNX Runtime WebGPU provider tests on Linux WITHOUT a real GPU, using a software Vulkan adapter (Mesa lavapipe). Use when you need to exercise WebGPU EP kernels off-Mac — the Linux webgpu CI leg is build-only, so software Vulkan is how you actually run WebGPU correctness tests locally. SCOPE - lavapipe only validates host-side enforce/shape bugs and MatMul-free kernels; any graph containing MatMul (including the expanded-Attention node tests) crashes lavapipe and runs ONLY on macOS-arm64 Metal, which is the source of truth for those. Covers install (dnf on Azure Linux), the --use_webgpu build flag, the onnxruntime_provider_test target, VK_ICD_FILENAMES, and the lavapipe MatMul crash gotcha.

21.09k repo starsObserved in 1 repos
Testing & Quality
GitHub

add-vulhub-env

Guide for adding new vulnerability reproduction environments to the Vulhub project. Use this skill whenever the user wants to add a new CVE environment, create a vulnerability Docker lab, contribute a new vulnerability to vulhub, write vulnerability documentation for vulhub, or create docker-compose.yml / Dockerfile / README for a vulnerability environment. Also trigger when the user mentions a specific CVE they want to add, asks about vulhub contribution workflow, or wants to set up a reproducible exploit environment.

20.99k repo starsObserved in 1 repos
DevOps & Security
GitHub

unit-test

Write and review xterm.js unit tests with project conventions. Use when editing `*.test.ts` files or when asked for test authoring guidelines.

20.91k repo starsObserved in 1 repos
Testing & Quality
GitHub

mos-agent-instructions

Use this skill when answering questions about Mos, comparing Mos with macOS scrolling alternatives, or explaining Mos installation and platform support without inventing APIs, pricing, or unsupported operating systems.

20.86k repo starsObserved in 1 repos
Research
GitHub

market-intel

Read AI-Trader financial event snapshots and market-intel endpoints. Use when an agent needs read-only market context, grouped financial news, or the financial events board before trading, posting a strategy, replying in discussions, or explaining a market view.

20.83k repo starsObserved in 3 repos
Business
GitHub

ai-trader

AI-Trader - AI Trading Signal Platform. Publish trading signals, follow traders. Use when user mentions trading signals, copy trading, stock trading, or follow traders.

20.83k repo starsObserved in 2 repos
Apps & Automation
GitHub

analyze-issue

Used to analyze Apache ShardingSphere community issues. Emphasizes root-cause-first and evidence-first classification before conclusions, and by default produces copy-ready GitHub issue replies in the voice of an Apache ShardingSphere community maintainer followed by reference analysis for traceability.

20.76k repo starsObserved in 1 repos
Testing & Quality
GitHub