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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Itechmeat LLM Code Social Writer

Social Writer

Sep 17
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Security Scanner

Comprehensive security vulnerability scanning. Use when checking for OWASP vulnerabilities, scanning for secrets/API keys, auditing dependencies for CVEs, or running pre-commit security checks. Use when this capability is needed.

Sep 17
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J4flmao Agent Skills Code Review

Code Review

Sep 17
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J4flmao Agent Skills Oak Backend

Oak Backend

Sep 17
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Jacob Bd Notebooklm MCP CLI Data

NotebookLM CLI & MCP Expert

Sep 17
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Jambonz Setup MCP

Set up the jambonz MCP server in AI coding tools. Use when the user wants to connect Claude Code, Cursor, Codex, Windsurf, or VS Code Copilot to the jambonz MCP server at https://mcp-server.jambonz.app/mcp, or run the server locally via stdio. Covers HTTP and stdio transport, per-IDE configuration, verification, and troubleshooting. Use when this capability is needed.

Sep 17
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Agenthub Task Manager

User-invoked AgentHub workflow for planning a multi-part request and delegating its independent subtasks to parallel AgentHub agent sessions. Use only when the user explicitly invokes this skill to plan, create, list, or clean up AgentHub task sessions. Use when this capability is needed.

Sep 17
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LLM Router

This skill should be used when users want to route LLM requests to different AI providers (OpenAI, Grok/xAI, Groq, DeepSeek, OpenRouter) using SwiftOpenAI-CLI. Use this skill when users ask to "use grok", "ask grok", "use groq", "ask deepseek", or any similar request to query a specific LLM provider in agent mode. Use when this capability is needed.

Sep 17
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Jantoniofc Skillsbank Agent Eval

Agent Eval Skill

Sep 17
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Prateekmedia Agent Skills Borrow

Torrent Search & Download

Sep 17
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Building Pydantic AI Agents

Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, defer capability loading, stream output, define agents from YAML, or test agent behavior. Use when this capability is needed.

Sep 17
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Agent Mobile

Mobile app E2E testing CLI for AI agents with semantic locators and element references Use when this capability is needed.

Sep 17
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Render Output

Renders structured data to terminal with optimal formatting. Use when presenting agent results, displaying data to users, formatting command output, or showing validation reports. Transforms raw data into clear, scannable terminal output. Use when this capability is needed.

Sep 17
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Run Agmente E2e

Run Agmente iOS end-to-end tests against a local ACP agent (Gemini, Claude, Qwen, or Vibe), validate core RPC flow, and perform mandatory cleanup. Use when this capability is needed.

Sep 17
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Conducty Codex

Always-on Conducty orchestration for Codex. Use by default for coding, debugging, refactoring, review, CI, deployment, production-change, multi-step planning, substantial research, agent coordination, tracer-first execution, vault memory, prompt logging, checkpoints, ship gates, or improvement loops. Prefer the conducty-codex MCP tools when available. Use when this capability is needed.

Sep 17
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Device Simulator Lua

Control the Studio Device Simulator to test UI across device form factors. Use when switching devices, testing orientations, running multi-device comparisons, or verifying UI layout via MCP tools (execute_luau + screen_capture). Use when this capability is needed.

Sep 17
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Agentmemory Architecture

How agentmemory is built, the iii engine primitives it runs on, its storage model, ports, and the viewer. Use when reasoning about how memory is stored or retrieved end to end, when extending the system, or when answering how agentmemory works under the hood. Use when this capability is needed.

Sep 17
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Agent Planner

Agent skill for planner - invoke with $agent-planner Use when this capability is needed.

Sep 17
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Agent Sandbox

Agent skill for sandbox - invoke with $agent-sandbox Use when this capability is needed.

Sep 17
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Gh Pr Create

Create a GitHub Pull Request using the gh CLI after git-incremental-commits has produced a clean working tree. Use when asked to open a PR, create a PR after committing, or "make a PR". Generates a PR body with Summary, Major changes, optional Screenshots, optional Tests, and optional Additional info. Use when this capability is needed.

Sep 17
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Fix Pr Automation

Work with the automated PR fixer and its CLI, including prompts and workflow configuration. Use when diagnosing failed CI auto-fixes, running the fix-pr CLI locally, or updating the fix-pr prompt or workflow. Use when this capability is needed.

Sep 17
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Self Reflect

Track personal productivity across GitHub and coding agents. Generates a web dashboard with contribution metrics, repo creation trends, and agent session history. Use when the user wants to analyze their coding output or review past agent conversations. Use when this capability is needed.

Sep 17
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Context Files

Create or validate project context files (AGENTS.md, CLAUDE.md, GEMINI.md). Use when bootstrapping a new project, initializing agent configuration, writing a context file, or when asked to create, review, audit, or validate an existing context file. Handles codebase archaeology, user interviews, golden-rule validation, and platform-specific formatting. Do NOT use for creating Agent Skills, rules or .instructions.md files. Use when this capability is needed.

Sep 17
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Session Review

Use after completing work sessions to analyze agent behavior patterns, prepare session handoffs for continuity, document completed work, identify blockers, or preserve context for the next session. Use when this capability is needed.

Sep 17
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Cc Team Builder

Use when user mentions "agent team", "에이전트 팀", "team spawn", "create team", "팀 구성", "팀 만들어", "병렬로 검토/조사/개발". Do NOT use for single subagent dispatch (use superpowers:dispatching-parallel-agents).

Sep 17
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Stablyai Agent Slack Agent Slack

agent-slack

Sep 17
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Crewai

Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s... Use when this capability is needed.

Sep 17
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Kaizen

Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements. Use when this capability is needed.

Sep 17
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Agent Fetch

Fetch and extract full article content from URLs. Returns complete text with structure (headings, links, lists) instead of summaries. Multiple extraction strategies, browser impersonation, cookies, crawling, custom selectors, 200-700ms. Use when this capability is needed.

Sep 17
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Terminalskills Skills Gemini CLI

Gemini CLI — Google's AI Coding Agent for the Terminal

Sep 17
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Email Triage

Scheduled email digest via Agent SDK Haiku. Triages emails into 3 categories, sends Telegram notification + podcast voice. TRIGGERS - email digest, triage emails, digest, run digest, email summary, voice briefing. Use when this capability is needed.

Sep 17
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Playwright Pom

Page Object Model patterns for Playwright — when to use POM, how to structure page objects, and when fixtures or helpers are a better fit. Use when this capability is needed.

Sep 17
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Knowledge Agent

Build and query AI-powered knowledge bases from claude-mem observations. Use when users want to create focused "brains" from their observation history, ask questions about past work patterns, or compile expertise on specific topics. Use when this capability is needed.

Sep 17
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Sc Implement

Feature implementation with intelligent persona activation, task orchestration, and MCP integration. Use when implementing features, APIs, components, services, or coordinating multi-agent development. Triggers on requests for code implementation, feature development, or complex task orchestration. Use when this capability is needed.

Sep 17
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Andisab Swe Marketplace Agent Dev

Agent Dev Skill

Sep 17
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Appwrite Go

Appwrite Go SDK skill. Use when building server-side Go applications with Appwrite. Covers user management, database/table CRUD, file storage, and functions via API keys. Uses per-service packages and functional options pattern. Use when this capability is needed.

Sep 17

Frequently asked questions

What are AI & ML agent skills?

Which AI & ML skills are most installed?

Popular AI & ML skills on SkillMD right now include itechmeat--llm-code--social-writer, security-scanner, j4flmao--agent-skills--code-review. 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.