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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rudironsoni Bundle Dotnet Uno TargetsDeploys Uno Platform apps. Per-target guidance for WASM, iOS, Android, macOS, Windows, Linux.
- rudironsoni Skill Dotnet Uno Testing
Tests Uno Platform apps. Playwright for WASM, platform-specific patterns, runtime heads.
- rudironsoni Bundle Dotnet 10 Csharp 14
Use when building .NET 10 or C# 14 applications; when using minimal APIs, modular monolith patterns, or feature folders; when implementing HTTP resilience, Options pattern, Channels, or validation; when seeing outdated patterns like old extension method syntax
- rudironsoni Skill Dotnet API Security
Secures ASP.NET Core APIs. Identity, OAuth/OIDC, JWT bearer, passkeys, CORS, rate limiting.
- rudironsoni Bundle Dotnet Cryptography
Selects crypto algorithms and usage. Hashing, AES-GCM, RSA, ECDSA, PQC key derivation.
- rudironsoni Bundle Dotnet Editorconfig
Authors .editorconfig rules. IDE/CA severity, AnalysisLevel, globalconfig, code style enforcement.
- rudironsoni Bundle Dotnet Gha Patterns
Composes GitHub Actions workflows. Reusable workflows, composite actions, matrix, caching.
- rudironsoni Bundle Dotnet Io Pipelines
Builds high-perf network I/O. PipeReader/PipeWriter, backpressure, protocol parsers, Kestrel.
- rudironsoni Bundle Dotnet Localization
Localizes .NET apps. .resx resources, IStringLocalizer, source generators, pluralization, RTL.
- rudironsoni Bundle Dotnet Maui Testing
Tests .NET MAUI apps. Appium device automation, XHarness, platform validation.
- rudironsoni Bundle Dotnet Minimal Apis
Builds ASP.NET Core Minimal APIs -- route groups, filters, TypedResults, OpenAPI.
- rudironsoni Skill Dotnet Terminal Gui
Builds full TUI apps. Terminal.Gui v2 -- views, layout (Pos/Dim), menus, dialogs, bindings, themes.
- rudironsoni Bundle Dotnet Test Quality
Measures test effectiveness. Coverlet code coverage, Stryker.NET mutation testing, flaky tests.
- rudironsoni Bundle Dotnet Uno Platform
Builds Uno Platform cross-platform apps. Extensions, MVUX, Toolkit controls, Hot Reload.
- rudironsoni Skill Dotnet Add Analyzers
Adds analyzer packages to a project. Nullable, trimming, AOT compat analyzers, severity config.
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zjunlp Bundle Alfworld Object CoolerCools a held object using an appropriate cooling appliance such as a fridge or freezer. Use when the task requires reducing the temperature of an object (e.g., "cool some pot", "chill the mug") and the agent is already holding the object. Performs the ALFWorld `cool` action and outputs the cooled object ready for subsequent placement or serving steps.
- zjunlp Bundle Alfworld Object Storer
Use when the agent is holding an object and needs to place it into a target receptacle in ALFWorld. This skill checks receptacle suitability, opens closed containers if needed, and executes the `put` command to store the object. It handles both open surfaces (countertops, beds) and closed containers (drawers, cabinets).
- zjunlp Bundle Alfworld Task Verifier
Use when the agent needs to check whether an ALFWorld task objective has been met after completing a sub-action (e.g., placing an object). This skill parses the task goal, evaluates the latest environment observation, and outputs a verification decision — task complete, task incomplete, or action ineffective — to guide the next step.
- zjunlp Bundle Alfworld Object Locator
Use when the agent needs to find a specific object in ALFWorld that is not currently in inventory and whose location is unknown. This skill parses the environment observation, ranks receptacles by likelihood of containing the target object using common-sense reasoning, and outputs a navigation action to the most promising location.
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bjornmelin Bundle AI Sdk CoreExpert guidance for AI SDK Core: text generation, structured data, tool calling (tool/dynamicTool), MCP integration (createMCPClient, Experimental_StdioMCPTransport), embeddings/reranking, provider setup, middleware, telemetry, and error handling. Use when building with generateText/streamText, generateObject/streamObject, tools (needsApproval, strict, inputExamples, activeTools, toolChoice, experimental_context), embeddings (embed/embedMany/rerank), or MCP tools/resources/prompts/elicitation.
- bjornmelin Bundle Codex Utils
Use built-in Codex coordination, retrieval, and utility tools effectively during live sessions. Trigger when work benefits from maintaining a step plan, asking the user 1-3 short multiple-choice questions before risky edits, inspecting a local image from disk, searching or browsing the web for current or source-backed information, discovering additional MCP tools or plugins, or running independent developer-tool calls in parallel.
- rudironsoni Bundle Dotnet CLI Packaging
Publishes to package managers. Homebrew, apt/deb, winget, Scoop, Chocolatey manifests.
- rudironsoni Skill Dotnet Msbuild Tasks
Writes custom MSBuild tasks. ITask, ToolTask, IIncrementalTask, inline tasks, UsingTask.
- rudironsoni Skill Dotnet Observability
Adds observability. OpenTelemetry traces/metrics/logs, health checks, custom metrics.
- rudironsoni Skill Dotnet Serialization
Serializes data. System.Text.Json source generators, Protobuf, MessagePack, AOT-safe patterns.
- rudironsoni Skill Dotnet Wpf Migration
Migrates desktop apps. WPF/WinForms to .NET 8+, WPF to WinUI or Uno, UWP to WinUI.
- rudironsoni Skill Dotnet API Versioning
Versions HTTP APIs. Asp.Versioning.Http/Mvc, URL segment, header, query string, sunset.
- rudironsoni Bundle Dotnet Blazor Testing
Tests Blazor components. bUnit rendering, events, cascading params, JS interop mocking.
- rudironsoni Bundle Dotnet Build Analysis
Interprets MSBuild output, NuGet errors, analyzer warnings. Error codes, CI drift.
- rudironsoni Bundle Dotnet Csproj Reading
Reads and modifies SDK-style .csproj files. PropertyGroup, ItemGroup, CPM, props.
- rudironsoni Bundle Dotnet Gha Build Test
Configures GitHub Actions .NET build/test -- setup-dotnet, NuGet cache, reporting.
- rudironsoni Bundle Dotnet Native Interop
Calls native libraries via P/Invoke. LibraryImport, marshalling, cross-platform resolution.
- rudironsoni Bundle Dotnet Security Owasp
Hardens .NET apps per OWASP Top 10 -- injection, auth, XSS, deprecated security APIs.
- rudironsoni Bundle Dotnet Benchmarkdotnet
Runs BenchmarkDotNet microbenchmarks. Setup, memory diagnosers, baselines, result analysis.
- rudironsoni Bundle Dotnet Blazor Patterns
Architects Blazor apps. Hosting models, render modes, routing, streaming, prerender.
- rudironsoni Bundle Dotnet CI Benchmarking
Gates CI on perf regressions. Automated threshold alerts, baseline tracking, trend reports.
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 ai-sdk-core, codex-utils, dotnet-uno-targets. 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.