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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dotnet Skill Create SkillScaffolds new agent skills conforming to the Agent Skills specification and dotnet/skills repository conventions, generating SKILL.md files with proper frontmatter and directory structures.
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dotnet Skill Create Skill TestScaffolds eval.yaml test files for agent skills in the dotnet/skills repository, including scenario writing, assertion definition, and rubric creation.
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dotnet Skill Create Custom AgentScaffolds VS Code custom agent files (.agent.md) with YAML frontmatter, tool configuration, handoffs, and instructions for specialized AI personas.
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dotnet Skill Run TestsRun, filter, or troubleshoot .NET tests with `dotnet test`, detecting the test platform (VSTest vs Microsoft.Testing.Platform) and framework to apply the correct command syntax.
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dotnet Skill Grade TestsGrades individual test methods and produces a compact markdown table with a letter grade, score band, and one-line note for each test.
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dotnet Bundle MCP Csharp TestTest C# MCP servers at unit and integration levels using xUnit, Moq, and the MCP client SDK.
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dotnet Bundle MCP Csharp DebugRun, debug, and interactively test C# MCP servers locally with IDE configuration, MCP Inspector, and GitHub Copilot Agent Mode integration.
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dotnet Bundle MCP Csharp CreateCreate MCP servers using the C# SDK and .NET project templates, covering scaffolding, tool/prompt/resource implementation, and transport configuration for stdio and HTTP.
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dotnet Skill Assertion QualityAnalyzes test suites to measure assertion diversity, detect shallow or trivial assertions, and identify tests that lack meaningful verification.
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dotnet Skill Test Gap AnalysisAnalyzes production code to find gaps in existing tests by reasoning about hypothetical mutations and checking whether tests would catch them.
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dotnet Skill Technology SelectionGuides technology selection and implementation of AI and ML features in .NET 8+ applications using ML.NET, Microsoft.Extensions.AI, Microsoft Agent Framework, GitHub Copilot SDK, ONNX Runtime, and OllamaSharp.
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dotnet Skill Test Anti PatternsAudits test files for anti-patterns and quality issues, producing a severity-ranked report across multiple languages and frameworks.
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dotnet Bundle Test Smell DetectionAudits test code in any language using the academic testsmells.org 19-smell catalog, producing a severity-ranked report with specific locations and actionable fixes.
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dotnet Skill Writing Mstest TestsWrite, create, modernize, or fix comprehensive MSTest unit tests with MSTest 3.x/4.x APIs, covering assertions, data-driven tests, lifecycle, and async patterns.
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dotnet Bundle Test Analysis ExtensionsProvides file paths to language-specific reference files for polyglot test analysis skills, enabling framework-aware detection of test markers, assertions, and patterns across .NET, Python, TypeScript, Java, Go, Ruby, Rust, Swift, Kotlin, PowerShell, and C++.
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oracle Bundle OciDesign, operate, and troubleshoot OCI services including OKE, IoT, Functions, and Enterprise AI with OCI Generative AI models, agents, RAG, and cost estimation.
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oracle Bundle Enterprise AINavigate Oracle Cloud Infrastructure's Enterprise AI services: choose models, build agents with RAG and tools, estimate costs, secure access, and integrate with Oracle Database, APEX, and other platform services.
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google-gemini Skill Gemini API DevBuild applications with Gemini API hosted models, including Gemini and Gemma 4, using multimodal content, function calling, structured outputs, and current SDKs for Python, JavaScript, Go, and Java.
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google-gemini Skill Gemini Live API DevBuild real-time, bidirectional streaming applications with the Gemini Live API, covering WebSocket-based audio/video/text streaming, voice activity detection, function calling, session management, and ephemeral tokens.
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google-gemini Bundle Gemini Omni Flash APIGenerate and edit videos using the Gemini Omni Flash model: text-to-video, image-to-video, video editing, and turn-by-turn refinement via the official google-genai SDK.
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google-gemini Bundle Gemini Interactions APICall the Gemini API for text generation, chat, multimodal understanding, image/video/audio generation, streaming, function calling, structured output, and managed agents using the Interactions API in Python and TypeScript.
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adobe Bundle Aem WorkflowRoutes user requests to specialist skills for AEM 6.5 LTS workflow model design, custom step development, launcher configuration, triggering, debugging, and triaging.
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adobe Bundle Cja Dimension AnalysisAnalyze CJA dimensions for cardinality, distribution, trends, anomalies, data quality, comparisons, and forecasting, producing an interactive HTML dashboard or markdown report.
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adobe Bundle Incident ResponseInvestigate and triage runtime incidents involving the Adobe Dispatcher Apache HTTP Server module and related HTTPD configuration in AEM 6.5 LTS environments using MCP tools.
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adobe Bundle Technical AdvisoryProvides advisory guidance for the Adobe Dispatcher Apache HTTP Server module and related HTTPD configuration in AEM 6.5 / AMS workflows, with public-doc citations and AMS-specific MCP verification plans.
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adobe Bundle Workflow Model DesignDesign and create AEM Workflow models on AEM 6.5 LTS, covering step types, transitions, variables, and XML deployment via Package Manager or Maven.
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adobe Skill Configure Replication AgentConfigure AEM 6.5 LTS replication agents for content publishing, dispatcher cache flushing, and reverse replication.
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elevenlabs Bundle MusicGenerate music from text prompts using ElevenLabs Music API, supporting instrumental tracks, songs with lyrics, composition plans, video-to-music, and inpainting.
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elevenlabs Bundle AgentsBuild voice AI agents with natural conversations, multiple LLM providers, custom tools, and easy web embedding.
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elevenlabs Skill Setup API KeyGuides through obtaining and configuring an ElevenLabs API key, checking for existing keys and validating them before running the full setup.
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elevenlabs Bundle Sound EffectsGenerate sound effects from text descriptions using ElevenLabs, with support for looping, duration control, and prompt influence tuning.
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elevenlabs Bundle Voice ChangerTransform the voice in an audio recording into a different target voice while preserving emotion, timing, and delivery using the ElevenLabs Voice Changer API.
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elevenlabs Bundle Speech To TextTranscribe audio to text using ElevenLabs Scribe v2, supporting 90+ languages, speaker diarization, and word-level timestamps.
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elevenlabs Bundle Text To SpeechGenerate natural speech from text using ElevenLabs voice AI, supporting 70+ languages, multiple models, and various output formats.
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getsentry Bundle Agents MdCreates and maintains concise AGENTS.md and CLAUDE.md project instruction files for AI coding agents, keeping them under 60 lines and referencing existing documentation.
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getsentry Bundle Skill WriterCreate, synthesize, and iteratively improve agent skills following the Agent Skills specification. Handles source capture, precision passes, authoring, registration, and validation.
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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 test-smell-detection, mcp-csharp-debug, incident-response. 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.