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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grp06 Skill Implement Execplan 2Alias of execplan-implement. Execute `.agent/execplan-pending.md` completely, then move the completed plan into `.agent/done/` with a descriptive filename.
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zekiwest Skill Mermaid MCPGenerate Mermaid diagrams including swimlane diagrams, flowcharts, sequence diagrams, and more. Invoke when user needs to create diagrams, flowcharts, swimlane diagrams, or visualize processes.
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little-hands Bundle Draw IoCreate, read, edit, and open draw.io (.drawio) files. Supports architecture diagrams, ER diagrams, flowcharts, domain model diagrams, and more. Use when requests include "create a diagram", "make a flowchart", "draw an architecture diagram", "create an ER diagram", "open a .drawio file", "what's in this diagram?", etc. Do NOT use for Mermaid or PlantUML generation.
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sentry01 Bundle Agent CouncilUse when a task needs multi-model perspectives, brainstorming, or stress-testing. Supports two modes: collaborative (default — agents build on each other's ideas) and adversarial (agents debate to find the strongest answer). Triggers: council, siege, swarm, multi-agent, debate, brainstorm.
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kri8tivemike Bundle ThunderbirdControl Thunderbird email, contacts, calendar, and filters via MCP. Use for reading/searching emails, composing/replying/forwarding, managing folders and filters, searching contacts, and listing calendars. Requires Thunderbird running with the thunderbird-mcp extension.
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zaizira Bundle Deep ResearchExecute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.
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quentinenhancementstudio Bundle Wix MCPEfficient navigator for Wix MCP documentation tools. Use this skill when an agent needs to find Wix API documentation, code examples, method schemas, or recipes covering stores, products, bookings, appointments, blog posts, CMS collections, events, pricing plans, restaurants, contacts, CRM, media uploads, payments, eCommerce, or any Wix platform API. Provides a pre-indexed recipe catalog and domain routing to minimize token usage and unnecessary MCP calls.
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lucasvpimentel Skill Auxiliar MCP Tool Designer---
- lucasvpimentel Skill Auxiliar MCP Security Check
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- lucasvpimentel Skill Auxiliar MCP Release Manager
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- lucasvpimentel Skill Structure Genai RAG Project Template
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neukoai Bundle Blowfish Launch TokenLaunch Solana tokens programmatically via the Blowfish Agent API. Use this skill when an agent needs to create new SPL tokens on Solana, check token deployment status, list deployed tokens, view claimable fees, or claim accumulated trading fees.
- lucasvpimentel Skill Data Model Evaluator
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subashmurugandev Bundle Agent OrchestrationCoordination framework for parallel specialist execution and integration consistency.
- subashmurugandev Bundle Agent Health Monitor
Operational health monitoring and status-check specialist.
- subashmurugandev Bundle Agent Test Generator
Imported specialist agent skill for test generator. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Change Analyzer
Imported specialist agent skill for change analyzer. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Feature Analyst
Imported specialist agent skill for feature analyst. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Memory Archiver
Imported specialist agent skill for memory archiver. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Prompt Engineer
Prompt quality and tool-use reliability specialist.
- subashmurugandev Bundle Agent Content Analyzer
Imported specialist agent skill for content analyzer. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Coverage Auditor
Test coverage analysis specialist for gaps and risk areas.
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samqin123 Bundle Research Analyst System 2宏观投资研究的多层级分析师 Agent 系统。首席分析师协调 6 大研究小组（内资股票、外资股票、大宗商品、加密货币、中国宏观、美国宏观），每小组可分配多名研究员并行深度调研，最终汇总为结构化研究报告。
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leslierichardson95 Bundle MCP CsharpOrchestrator for building MCP servers with the C# SDK. Guides you through the complete lifecycle - creating, debugging, testing, and publishing MCP servers using .NET. Use this as your main entry point for C# MCP development.
- leslierichardson95 Bundle MCP Csharp Test
Guide for testing MCP servers built with the C# SDK. Covers unit testing, integration testing, end-to-end testing with MCP clients, and creating evaluations for LLM effectiveness.
- leslierichardson95 Bundle MCP Csharp Debug
Guide for running and debugging MCP servers built with the C# SDK. Covers local execution, VS/VS Code debugging, MCP Inspector integration, and GitHub Copilot Agent Mode testing.
- leslierichardson95 Bundle MCP Csharp Create
Guide for creating MCP (Model Context Protocol) servers using the C# SDK. Use when building MCP servers in C#/.NET to integrate external APIs or services, supporting both stdio (local) and HTTP (remote) transports.
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incyd Skill Setup Skills Master MCPInstall and configure the skills-master MCP server for Claude Code. Use when setting up skills-master-mcp, adding the SkillsMCP server to a project, or when the MCP server fails to start because node is not found in PATH.
- subashmurugandev Bundle Agent Validation Agent
Testing and verification specialist for unit/integration/e2e validation.
- subashmurugandev Bundle Agent Context Validator
Imported specialist agent skill for context validator. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Regression Sentry
Imported specialist agent skill for regression sentry. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Issue Investigator
Root-cause investigation specialist for bugs, flaky failures, and incidents.
- subashmurugandev Bundle Agent Session Chronicler
Imported specialist agent skill for session chronicler. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Automation Scripter
Imported specialist agent skill for automation scripter. Use when requests match this domain or role.
- subashmurugandev Bundle Agent Changelog Generator
Generates changelogs and release notes from changes.
- subashmurugandev Bundle Agent Comparison Analyzer
Imported specialist agent skill for comparison analyzer. Use when requests match this domain or role.
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 implement-execplan, mermaid-mcp, draw-io. 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.