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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heyvincent-ai Skill Vincent A Wallet For AgentsThe agent's wallet for EVM chain transactions and raw signing. Use this skill when users want to create a wallet, transfer tokens, swap on DEXs, interact with smart contracts, or sign messages. Triggers on "wallet", "create wallet", "transfer ETH", "swap tokens", "send transaction", "check balance", "EVM wallet", "raw signer", "sign message".
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heyvincent-ai Skill Vincent Hyperliquid For AgentsUse this skill to create a HyperLiquid perpetuals and spot wallet for your agent. Trade perps, manage spot balances, transfer USDC between sub-accounts, get prices, place orders — all without exposing private keys.
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marchatton Skill Repo Research AnalystUse this agent when you need to conduct thorough research on a repository's structure, documentation, and patterns. This includes analyzing architecture files, examining GitHub issues for patterns, reviewing contribution guidelines, checking for templates, and searching codebases for implementation patterns. The agent excels at gathering comprehensive information about a project's conventions and best practices.\n\n.
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marchatton Skill Pr Comment ResolverUse this agent when you need to address comments on pull requests or code reviews by making the requested changes and reporting back on the resolution. This agent handles the full workflow of understanding the comment, implementing the fix, and providing a clear summary of what was done.
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marchatton Skill Git History AnalyzerUse this agent when you need to understand the historical context and evolution of code changes, trace the origins of specific code patterns, identify key contributors and their expertise areas, or analyze patterns in commit history. This agent excels at archaeological analysis of git repositories to provide insights about code evolution and development patterns.
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marchatton Skill Agent Native ReviewerFocused parity review for a feature/PR. Use when validating action/context parity and generating a capability map + findings.
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marchatton Skill Data Migration ExpertUse this agent when reviewing PRs that touch database migrations, data backfills, or any code that transforms production data. This agent validates ID mappings against production reality, checks for swapped values, verifies rollback safety, and ensures data integrity during schema changes. Essential for any migration that involves ID mappings, column renames, or data transformations.
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marchatton Skill Kieran Python ReviewerUse this agent when you need to review Python code changes with an extremely high quality bar. This agent should be invoked after implementing features, modifying existing code, or creating new Python modules. The agent applies Kieran's strict Python conventions and taste preferences to ensure code meets exceptional standards.\n\n.
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marchatton Skill Best Practices ResearcherUse this agent when you need to research and gather external best practices, documentation, and examples for any technology, framework, or development practice. This includes finding official documentation, community standards, well-regarded examples from open source projects, and domain-specific conventions. The agent excels at synthesizing information from multiple sources to provide comprehensive guidance on how to implement features or solve problems according to industry standards.
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yazcaleb Bundle SkiloUse this skill when the user wants to share, install, inspect, publish, claim, or troubleshoot agent skills with Skilo links, refs, bundles, or tool-native skill directories.
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vythanhtra Skill Create SkillCreate a new Agent Skill with proper SKILL.md format and frontmatter. Use when the user wants to create a reusable skill package or edit based off an existing one.
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vythanhtra Skill Data ExplorationProfile and explore datasets to understand their shape, quality, and patterns before analysis. Use when encountering a new dataset, assessing data quality, discovering column distributions, identifying nulls and outliers, or deciding which dimensions to analyze.
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marchatton Skill Data Integrity GuardianUse this agent when you need to review database migrations, data models, or any code that manipulates persistent data. This includes checking migration safety, validating data constraints, ensuring transaction boundaries are correct, and verifying that referential integrity and privacy requirements are maintained.
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marchatton Skill Bug Reproduction ValidatorUse this agent when you receive a bug report or issue description and need to verify whether the reported behavior is actually a bug. This agent will attempt to reproduce the issue systematically, validate the steps to reproduce, and confirm whether the behavior deviates from expected functionality.
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marchatton Skill Code Simplicity ReviewerUse this agent when you need a final review pass to ensure code changes are as simple and minimal as possible. This agent should be invoked after implementation is complete but before finalizing changes, to identify opportunities for simplification, remove unnecessary complexity, and ensure adherence to YAGNI principles.
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marchatton Bundle Agent Native ArchitectureBuild applications where agents are first-class citizens. Use this skill when designing autonomous agents, creating MCP tools, implementing self-modifying systems, or building apps where features are outcomes achieved by agents operating in a loop.
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marchatton Skill Kieran Typescript ReviewerUse this agent when you need to review TypeScript code changes with an extremely high quality bar. This agent should be invoked after implementing features, modifying existing code, or creating new TypeScript components. The agent applies Kieran's strict TypeScript conventions and taste preferences to ensure code meets exceptional standards.\n\n.
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marchatton Skill Security SentinelUse this agent when you need to perform security audits, vulnerability assessments, or security reviews of code. This includes checking for common security vulnerabilities, validating input handling, reviewing authentication/authorization implementations, scanning for hardcoded secrets, and ensuring OWASP compliance.
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marchatton Skill Framework Docs ResearcherUse this agent when you need to gather comprehensive documentation and best practices for frameworks, libraries, or dependencies in your project. This includes fetching official documentation, exploring source code, identifying version-specific constraints, and understanding implementation patterns.
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marchatton Skill Pattern Recognition SpecialistUse this agent when you need to analyze code for design patterns, anti-patterns, naming conventions, and code duplication. This agent excels at identifying architectural patterns, detecting code smells, and ensuring consistency across the codebase.
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marchatton Bundle Create Agent SkillsExpert guidance for creating, writing, and refining Claude Code Skills. Use when working with SKILL.md files, authoring new skills, improving existing skills, or understanding skill structure and best practices.
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chriscox Bundle Project PlannerTriage ideas, problems, and feature requests into the right format: proposal doc, feature issue, or bug report. Repo-aware — discovers templates and docs structure from the current repository. Use when: (1) the user describes an idea, feature, or problem they want to track, (2) the user says "file a bug", "I have an idea", "let's plan this feature", or similar, (3) the user wants to break down a large feature into phases with GitHub issues. NOT for: actually implementing code (use coding-agent), reviewing PRs, or general questions about the codebase.
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apoorvgarg31 Bundle OrchestraMulti-agent orchestration workflow. Opus 4.5 orchestrates while delegating phases to different AI agents (Codex, Gemini CLI, Aider) in separate tmux terminals.
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ajia1206 Bundle Xiaohongshu MCP使用小红书 MCP 服务器进行内容发布、浏览、搜索和互动。支持图文/视频发布、Feed浏览、用户互动等功能。
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marchatton Skill Modular Skills ArchitectMap and refactor an agent context ecosystem: skills, commands/workflows, hooks, agent files, AGENTS.md templates, and docs. Output system map, module/dependency design, Register updates, and a concrete split/consolidate/rename/delete plan. Use when routing or ownership is messy.
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hanfangyu Bundle Openclaw CLI Proxy SetupInstall, repair, or revise CLIProxyAPI on macOS so OpenClaw can use a local multi-provider proxy for Codex, Claude, Gemini, OpenAI-compatible providers, Volcengine Code Plan, Alibaba Bailian Code Plan, and other upstreams exposed through CLIProxyAPI. Use when the user asks to set up, reinstall, migrate, verify, or rewire a local CLIProxyAPI + OpenClaw integration, including launchd autostart, management UI access, provider aliases, model exposure, default model strategy, or OpenClaw model/provider wiring.
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franco-bianco Bundle Network DebugInspect HTTP traffic captured by PowHTTP MCP proxy. Use when fixing request mismatches in existing code or building new API flows from browser traffic.
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franco-bianco Bundle Browser NavigateControl Chrome via DevTools MCP to visit pages, interact with elements, and extract content. Use when navigating websites, filling forms, taking screenshots, or automating browser interactions.
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dsgarage Skill IOS File OpsXcode MCP のファイル操作ツールを使ったプロジェクト整理・リファクタリング
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dsgarage Skill IOS Build TestXcode MCP でビルド・テスト実行・結果をログファイルに保存する
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xfwang522 Skill VidscribeTranscribe video to text from any platform (Bilibili, YouTube, Douyin, Twitter/X, TikTok, Vimeo, etc.). Use when the user provides a video URL and asks for transcript, subtitles, text content, or speech-to-text conversion.
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superoo7 Bundle Opencode AgentDelegate a single, self-contained coding task to OpenCode and iterate until tests pass. Use when the user asks to build a feature, fix a bug, or implement something that is one coherent unit of work. OpenCode does the coding; Claude verifies by running tests and drives follow-up sessions until the quality bar is met. Do NOT use for tasks that span multiple independent workstreams — use opencode-orchestrator instead.
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satoru314 Bundle Chrome MCP DevtoolsConnect Codex to Windows Chrome through Chrome DevTools MCP, verify the remote debugging port, and continue browser inspection or interaction. Use when the user asks to use chromeMCP or Chrome DevTools MCP, wants browser-based verification, or needs Chrome launched from WSL with remote debugging on port 19222.
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satoru314 Bundle Ec2 Bastion Postgres Setup踏み台サーバー経由で private EC2 に SSH 接続する手順と、外向き通信が弱い private Amazon Linux 上で PostgreSQL を構築する手順を説明・運用する Skill。bastion SSH、agent forwarding、秘密鍵の権限エラー、RPM の持ち込みインストール、PostgreSQL 初期化と設定、あるいは生ログを機密を除いて再利用可能な手順に変換したいときに使う。
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nikopj01 Bundle Prompt EngineeringDesign prompts that produce reliable, testable, and cost-efficient model outputs. Use when building AI workflows, reducing output variance, or improving instruction adherence.
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hjw21century Bundle Gh Address CommentsHelp address review/issue comments on the open GitHub PR for the current branch using gh CLI; verify gh auth first and prompt the user to authenticate if not logged in.
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 Vincent - A wallet for agents, Vincent - HyperLiquid for agents, repo-research-analyst. 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.