Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
MicrosoftSkillmicrosoft/onnxruntime/.github/skills/python-kwargs-setattr-security/SKILL.md
When reviewing or fixing Python code that uses setattr() with user-controlled kwargs to configure C++ extension objects (SessionOptions, RunOptions, etc.) in ONNX Runtime. Use this to apply the allowlist pattern that prevents arbitrary file writes and other attacks via reflected property access.
MicrosoftSkillmicrosoft/onnxruntime/.github/skills/webgpu-local-testing/SKILL.md
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.
MicrosoftSkillmicrosoft/onnxruntime/.github/skills/workspace-estimation-shared-header/SKILL.md
Use when editing a boundary-safe shared header meant to be included by both in-tree and shared-provider/plugin-bridge code (e.g. include/onnxruntime/core/framework/workspace_requirement.h, or any future header supporting OrtKernelWorkspaceEstimateFunc / DeclareWorkspaceRequirements per issue #29775's Phase-A workspace-estimation roadmap), or when a workspace-estimation math helper needs to be callable from a future plugin EP DLL. Covers a Node forward-declaration ODR trap and the math-helper vs. graph-parsing-wrapper reuse boundary discovered while implementing PR #29811 (MatMulNBits pilot).
MicrosoftSkillmicrosoft/fluentui/.agents/skills/assign-prs/SKILL.md
Assign reviewers to open pull requests awaiting review from the Fluent UI team queues across microsoft/fluentui, fluentui-system-icons, fluentui-contrib and monosize. Routes each PR that lacks coverage by area ownership and then lowest current review load, requesting only the shortfall. Always presents a dry-run plan and requires explicit approval before requesting a review.
MicrosoftSkillmicrosoft/fluentui/.agents/skills/change/SKILL.md
Create a beachball change file for the current changes. Determines change type (patch/minor) and generates a description from the diff.
MicrosoftSkillmicrosoft/fluentui/.agents/skills/dependabot-rollup/SKILL.md
Review and optionally combine at most 11 open individual Dependabot patch and minor pull requests into a validated draft rollup PR. Use this skill as a local or cloud-agent fallback to native Dependabot groups without adding a custom scheduled GitHub Actions workflow. Always presents a dry-run plan and requires explicit approval before changing branches or GitHub pull requests.
MicrosoftSkillmicrosoft/fluentui/.agents/skills/headless-component/SKILL.md
Author or extend unstyled Fluent UI v9 primitives in @fluentui/react-headless-components-preview, including stable hooks, render functions, state data attributes, compound context wiring, tests, exports, and CSS Module stories. Use for any change that adds a headless component or component family to the preview library.
MicrosoftSkillmicrosoft/fluentui/.agents/skills/lint-check/SKILL.md
Run lint on affected packages, parse errors, and auto-fix common issues (design tokens, React.FC, SSR safety, import restrictions)
MicrosoftSkillmicrosoft/fluentui/.agents/skills/package-info/SKILL.md
Quick lookup for a Fluent UI package — path, dependencies, owner team, Nx project details, and relevant docs
MicrosoftSkillmicrosoft/fluentui/.agents/skills/release-recovery/SKILL.md
Diagnose and repair a release that published packages to npm but failed to push the version bumps and changelogs back to the repository. Accepts an optional failed Azure DevOps pipeline run URL for context. Always presents a read-only diagnosis first and requires explicit approval before changing branches, commits or pull requests.
MicrosoftSkillmicrosoft/fluentui/.agents/skills/review-pr/SKILL.md
Review a PR for correctness, pattern compliance, testing, accessibility, and safety. Produces a confidence score for merge readiness.
MicrosoftSkillmicrosoft/fluentui/.agents/skills/token-lookup/SKILL.md
Find the matching Fluent UI design token for a hardcoded CSS value (color, spacing, font size, border radius, shadow)
MicrosoftSkillmicrosoft/fluentui/.agents/skills/triage-issues/SKILL.md
Triage newly-filed GitHub issues on the Fluent UI repo (microsoft/fluentui) following the Shield triage guidelines. Fetches open issues labeled `Needs: Triage :mag:` via the `gh` CLI, classifies each (bug vs feature, product area, partner ask, repro quality, a11y), recommends label changes and area-owner assignment, and then applies the approved changes. Use this skill whenever the user asks to triage issues, run shield triage, go through the triage queue, process needs-triage, or any variation -- even if they don't mention "Fluent UI" or "GitHub" explicitly, since that's the project context here.
MicrosoftSkillmicrosoft/fluentui/.agents/skills/v9-component/SKILL.md
Scaffold a new v9 component with all required files following Fluent UI patterns (hook, styles, render, types, tests, stories, conformance)
MicrosoftSkillmicrosoft/fluentui/.agents/skills/visual-test/SKILL.md
Visually verify a component by launching its Storybook story and taking a screenshot with playwright-cli. Use after making visual changes to a component.
MicrosoftSkillmicrosoft/fluentui/.claude/skills/assign-prs/SKILL.md
@../../../.agents/skills/assign-prs/SKILL.md
MicrosoftSkillmicrosoft/fluentui/.claude/skills/change/SKILL.md
@../../../.agents/skills/change/SKILL.md
MicrosoftSkillmicrosoft/fluentui/.claude/skills/headless-component/SKILL.md
@../../../.agents/skills/headless-component/SKILL.md
MicrosoftSkillmicrosoft/fluentui/.claude/skills/lint-check/SKILL.md
@../../../.agents/skills/lint-check/SKILL.md
MicrosoftSkillmicrosoft/fluentui/.claude/skills/package-info/SKILL.md
@../../../.agents/skills/package-info/SKILL.md
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
Open a skill to see its discussion. Reports from people and their agents are coming.
