AI & ML
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
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simplefarmer69 Skill Afrexai Code ReviewerEnterprise-grade code review agent. Reviews PRs, diffs, or code files for security vulnerabilities, performance issues, error handling gaps, architecture smells, and test coverage. Works with any language, any repo, no dependencies required.
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rudironsoni Bundle SerenaThis skill provides symbol-level code understanding and navigation using Language Server Protocol (LSP). Enables IDE-like capabilities for finding symbols, tracking references, and making precise code edits at the symbol level.
- rudironsoni Skill Dotnet Grpc
Builds gRPC services. Proto definition, code-gen, ASP.NET Core host, streaming, auth.
- rudironsoni Bundle Dotnet Msix
Packages MSIX apps. Creation, signing, Store submission, App Installer sideload, auto-update.
- rudironsoni Bundle Dotnet Winui
Builds WinUI 3 desktop apps. Windows App SDK, XAML patterns, MSIX/unpackaged, UWP migration.
- rudironsoni Bundle Dotnet Xunit
Authors xUnit v3 tests -- Facts, Theories, fixtures, parallelism, IAsyncLifetime.
- rudironsoni Bundle Dotnet Advisor
Routes .NET/C# work to domain skills. Loads coding-standards for code paths.
- rudironsoni Bundle Dotnet File Io
Performs file I/O. FileStream, RandomAccess, FileSystemWatcher, MemoryMappedFile, paths.
- rudironsoni Skill Dotnet Openapi
Generates OpenAPI docs. MS.AspNetCore.OpenApi (.NET 9+), Swashbuckle migration, NSwag.
- rudironsoni Skill Dotnet Testing
Complete .NET testing guide covering unit, integration, and advanced testing patterns with xUnit
- rudironsoni Skill Dotnet Uno MCP
Queries Uno MCP server. Tool detection, search-then-fetch workflow, init rules, fallback.
- rudironsoni Skill Dotnet Aot Wasm
Compiles .NET to WebAssembly AOT. Blazor/Uno WASM, size vs speed, lazy loading, Brotli.
- rudironsoni Bundle Dotnet API Docs
Generates API documentation. DocFX setup, OpenAPI-as-docs, doc-code sync, versioned docs.
- rudironsoni Bundle Dotnet Channels
Implements producer/consumer queues. Channel<T>, bounded/unbounded, backpressure, drain.
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openshift-eng Bundle Categorize Activity TypesCategorize Jira issues into Red Hat Sankey Activity Type categories using MCP Jira tools. Supports single-issue and batch modes. Use when the user wants to categorize or set activity types on Jira issues, or mentions activity types, work types, Sankey, or capacity allocation.
- rudironsoni Skill Dotnet Trimming
Trims .NET 8+ apps and libraries. Annotations, ILLink descriptors, IL2xxx warnings, IsTrimmable.
- rudironsoni Skill Dotnet XML Docs
Writes XML doc comments. Tags, inheritdoc, GenerateDocumentationFile, warning suppression.
- rudironsoni Bundle Dotnet Gc Memory
Tunes GC and memory. GC modes, LOH/POH, Gen0/1/2, Span/Memory deep patterns, ArrayPool.
- rudironsoni Skill Dotnet Modernize
Analyzes .NET code for modernization. Outdated TFMs, deprecated packages, superseded patterns.
- rudironsoni Bundle Dotnet Profiling
Diagnoses .NET performance issues. dotnet-counters, dotnet-trace, dotnet-dump, flame graphs.
- rudironsoni Bundle Dotnet Ado Unique
Configures ADO-exclusive features. Environments, approvals, service connections, pipelines.
- rudironsoni Skill Dotnet Containers
Containerizes .NET apps. Multi-stage Dockerfiles, SDK container publish (.NET 8+), rootless.
- rudironsoni Bundle Dotnet Native Aot
Publishes Native AOT binaries. PublishAot, ILLink descriptors, P/Invoke, size optimization.
- rudironsoni Bundle Dotnet Playwright
Automates browser tests in .NET. Playwright E2E, CI browser caching, trace viewer, codegen.
- rudironsoni Bundle Dotnet Resilience
Adds fault tolerance. Polly v8 + MS.Extensions.Http.Resilience, retry/circuit breaker/timeout.
- rudironsoni Skill Dotnet UI Chooser
Selects a .NET UI framework. Decision tree across Blazor, MAUI, Uno, WinUI, WPF, WinForms.
- rudironsoni Bundle Dotnet Wpf Modern
Builds WPF on .NET 8+. Host builder, MVVM Toolkit, Fluent theme, performance, modern C# patterns.
- rudironsoni Skill Dotnet Add Testing
Adds test infrastructure to a .NET project. Scaffolds xUnit project, coverlet, layout.
- rudironsoni Bundle Dotnet Blazor Auth
Implements Blazor auth flows -- login/logout, AuthorizeView, Identity UI, OIDC.
- rudironsoni Bundle Dotnet Gha Publish
Publishes .NET artifacts from GitHub Actions. NuGet push, container images, signing, SBOM.
- rudironsoni Bundle Dotnet Github Docs
Creates GitHub-native docs. README badges, CONTRIBUTING, issue/PR templates, repo metadata.
- rudironsoni Bundle Dotnet HTTP Client
Consumes HTTP APIs. IHttpClientFactory, typed/named clients, resilience, DelegatingHandlers.
- openshift-eng Bundle Has Review Work
Decide whether a GitHub PR has unanswered authorized review comments or new required CI failures worth a follow-up agent. Use when gating a review-responder loop, polling a PR for actionable feedback, or checking if address-review-pr or address-ci-failures should run. Optional Prow jobs are not CI work.
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zjunlp Bundle SkillnetSearch, download, create, evaluate, and analyze reusable agent skills via SkillNet — the open skill supply chain for AI agents. Use when: (1) Before any multi-step task — search SkillNet for existing skills first, (2) User says "find a skill", "learn this repo/doc", "turn this into a skill", or mentions skillnet, (3) User provides a GitHub URL, PDF, DOCX, PPT, execution logs, or trajectory — create a skill from it, (4) After completing a complex task with non-obvious solutions — create a skill to preserve learnings, (5) User wants to evaluate skill quality, organize/analyze a local skill library, or orchestrate a supported scene. NOT for: single trivial operations (rename variable, fix typo), or tasks with no reusable knowledge.
- zjunlp Bundle Alfworld Tool User
Use when the agent needs to apply a tool to a target object in ALFWorld to accomplish an interaction such as cleaning, heating, cooling, or examining. This skill handles locating both the tool and target object, then executing the correct environment action (e.g., `clean`, `heat`, `cool`, `use`) to progress the task.
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bjornmelin Bundle SubspawnBounded subagent delegation and synthesis. Use for explicit subagent, delegation, fan-out, spawn policy, custom agent routing, wait behavior, and evidence-first synthesis.
Frequently asked questions
What are AI & ML agent skills?
AI & ML agent skills cover the machine-learning workflow itself: writing and evaluating prompts, building RAG pipelines, running evals, and wiring up model APIs. Each one is a SKILL.md file your agent loads on demand, so the know-how travels across Claude Code, Cursor, and 60+ agents.
Which AI & ML skills are most installed?
Popular AI & ML skills on SkillMD right now include subspawn, afrexai-code-reviewer, serena. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do AI & ML skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.