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.
AI & ML
5,020 skills
czlonkowski N8n Code Javascript
Write JavaScript code in n8n Code nodes for data transformation, API calls, and workflow logic.
5.7k · bundle
czlonkowski N8n MCP Tools Expert
Provides expert guidance for using n8n-mcp MCP server tools to build, validate, and manage n8n workflows efficiently.
5.7k · bundle
czlonkowski N8n Workflow Patterns
Provides proven architectural patterns for building n8n workflows, covering webhook processing, HTTP API integration, database operations, AI agent workflows, batch processing, and scheduled tasks.
5.7k · bundle
openclaw Technical Documentation
Build and review high-quality technical documentation, including agent instruction files and contributor-governance files, with support for audits, multilingual parity, and sub-agent orchestration.
9.1k · bundle
owl-listener Information Architecture
Design the structure, hierarchy, and navigation model for a product's content and features.
1.7k
tradermonty Portfolio Manager
Analyze investment portfolios by fetching real-time holdings via Alpaca MCP Server, then assess asset allocation, diversification, risk metrics, and generate rebalancing recommendations.
2.3k · bundle
tradermonty Scenario Analyzer
Analyzes 18-month investment scenarios from a news headline by invoking two specialized agents and generating a comprehensive report with sector impacts, stock recommendations, and a critical review.
2.3k · bundle
tradermonty Edge Hint Extractor
Convert daily market observations and news reactions into structured edge hints, with optional LLM augmentation, outputting a canonical hints.yaml for downstream concept synthesis.
2.3k · bundle
tradermonty Edge Strategy Designer
Converts abstract edge concepts into concrete strategy draft variants with configurable risk profiles and optional exportable ticket YAMLs for downstream validation.
2.3k · bundle
tradermonty Dual Axis Skill Reviewer
Review AI agent skills using a dual-axis method: deterministic code-based checks and LLM deep review, with weighted scoring and improvement recommendations.
2.3k · bundle
tradermonty Options Strategy Advisor
Analyze and simulate options trading strategies using Black-Scholes pricing, Greeks calculation, and risk management guidance.
2.3k · bundle
samuraigpt Muapi Media Editing
Edit and enhance images and videos with AI via muapi.ai — prompt-based editing, upscaling, background removal, face swap, lipsync, video effects, and more.
3.7k · bundle
samuraigpt Muapi Media Generation
Generate AI images, videos, music, and audio from the terminal via muapi.ai — supports 100+ models including Flux, Midjourney v7, Kling 3.0, Veo3, and Suno V5.
3.7k · bundle
samuraigpt Muapi Workflow
Build, run, and visualize multi-step AI generation workflows by chaining image, video, and audio nodes into automated pipelines.
3.7k · bundle
samuraigpt Muapi AI Clipping
Turn a long video into viral-ready short clips with a single API call, including transcription, highlight ranking, and auto-crop.
3.7k · bundle
samuraigpt Muapi Seedance 2
Generate cinematic videos with Seedance 2.0 using director-level prompts, camera grammar, and multi-mode generation across Chinese, Global, and VIP tiers.
3.7k · bundle
samuraigpt Muapi Storyboard
Generate a sequence of keyframe images from a story premise using the MuAPI image generation service.
3.7k
samuraigpt Muapi Music Video
Generates a short music video from a song theme by creating keyframes, animating them, and producing a matching soundtrack.
3.7k
samuraigpt Muapi Nano Banana
Generates high-fidelity images using reasoning-driven prompts and structured creative briefs via muapi.ai.
3.7k · bundle
samuraigpt Muapi AI Fight Scene
Generate a high-cut-density action/fight scene by composing a 16-cell storyboard image and driving Seedance 2.0 image-to-video from that storyboard.
3.7k
samuraigpt Muapi One Shot Video
Generate a single continuous cinematic shot video with no cuts, using text or image prompts and configurable style, duration, and aspect ratio.
3.7k
samuraigpt Muapi Youtube Shorts
Generate platform-tuned vertical short clips (YouTube Shorts, TikTok, Reels) from long-form videos using muapi.ai's AI clipping endpoint.
3.7k · bundle
samuraigpt Muapi Fashion Try On
Combine a person's photo and a clothing item to virtually try on outfits, with an option to generate a professional fashion model video.
3.7k
samuraigpt Muapi Cinema Director
Translates creative intent into technical cinematographic directives for Veo3, Kling, and Luma video models via muapi.ai.
3.7k · bundle
samuraigpt Muapi Ugc Ads Workflow
Combine a human selfie and product image into a UGC-style video ad with a generated script and animated video.
3.7k
samuraigpt Muapi Drone Style Video
Generate aerial drone-perspective footage with sweeping bird's-eye views, orbit shots, and flyover sequences for landscapes, architecture, and events.
3.7k
samuraigpt Muapi Multi Angle Shots
Generates a complete set of multi-angle product shots — front, side, back, top-down, and 45-degree perspective — for comprehensive product visualization.
3.7k
samuraigpt Muapi Talking Baby Video
Generate a viral-style talking baby video with custom costumes and dialogue using AI image and video generation.
3.7k
samuraigpt Muapi Social Media Video
Reads brand identity, ICP, and messaging files to produce on-brand social video with storyboard, reference images, and Seedance 2.0-optimized prompts.
3.7k · bundle
samuraigpt Muapi Freeze Effect Video
Generate a cinematic freeze-effect video where time stops mid-scene, the subject walks through the frozen world, then time resumes with a snap.
3.7k
samuraigpt Muapi Couple Grid Creator
Generates a stylized 6-box grid of a couple in romantic poses and outfits, each framed inside a cardboard box, using the muapi image editing service.
3.7k
samuraigpt Muapi Multi Angle Reshoot
Re-renders a subject or scene from multiple dramatic camera angles while maintaining consistent identity and detail.
3.7k
samuraigpt Muapi Product Ad Cinematic
Creates a cinematic 5–10 second product advertisement video from a product photo and brand brief, using AI image generation, upscaling, and video animation.
3.7k
samuraigpt Muapi Ugc Lifestyle Try On
Generates UGC-style lifestyle photos of a person wearing or using a product, with authentic, social-media-native imagery.
3.7k
samuraigpt Muapi Color Analysis Board
Generates a high-end editorial color analysis board from a portrait photo, including best colors, undertone, makeup guide, capsule wardrobe, and style recommendations in a luxury fashion-magazine layout.
3.7k
samuraigpt Muapi Floor Plan Rendering
Design a 2D floor plan and convert it into a realistic, high-quality 3D architectural rendering.
3.7k
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 n8n-code-javascript, muapi-nano-banana, n8n-workflow-patterns. Rankings shift as installs change; sort this page by "Most downloaded" 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 add <owner>/<name>, or copy the file into your agent's skills directory.