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
neuralblitz Tensorflow
Build and deploy machine learning models with TensorFlow, covering Keras, data pipelines, and production serving.
1
mariadb-corporation Mariadb Vector
Provides best practices for using MariaDB's built-in vector support for AI workloads, including SQL syntax for vector columns, indexes, distance functions, and RAG patterns.
0
auto-skiller Notebooklm Py
Programmatically access Google NotebookLM via reverse-engineered RPC calls, managing notebooks, adding sources, querying, and generating or downloading artifacts like audio, video, quizzes, and slide decks.
1 · bundle
auto-skiller Write A Skill
Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.
1 · bundle
auto-skiller Review
Runs independent AI CLI reviewers over phase plans and merges their feedback into a REVIEWS.md file.
1 · bundle
auto-skiller Videodb
Ingest, index, search, edit, and generate video and audio assets from files, URLs, RTSP feeds, or desktop capture, with real-time alerts and stream links.
1 · bundle
auto-skiller Data Scraper Agent
Builds a scheduled, AI-powered data collection agent that scrapes public sources, enriches results with Gemini Flash, and stores them in Notion, Sheets, or Supabase.
1 · bundle
mhassan0000 Videodb
Ingests video and audio from files, URLs, live feeds, or desktop capture; indexes and searches moments with timestamps; transcodes, edits timelines, generates media assets, and emits real-time alerts.
1 · bundle
mhassan0000 Sora
Generates, remixes, and manages short video clips via OpenAI's Sora API for cinematic shots, b-roll, and rapid concept iteration.
1
mhassan0000 Agent Sort
Builds an evidence-backed ECC install plan for a repository by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes.
1
mhassan0000 Agentic Os
Builds persistent multi-agent workflows on Claude Code using a kernel config, specialist agents, slash commands, file-based memory, and scheduled automation without external databases.
1
mhassan0000 Exa Search
Performs neural web, code, company, and people searches through the Exa MCP server, with guidance on tool usage and parameters.
1
mhassan0000 Imagen
Generates images with Google Gemini's image generation API for UI mockups, icons, illustrations, and visual assets.
1
mhassan0000 Fal AI Media
Generates images, videos, and audio using fal.ai models via MCP, covering text-to-image, text/image-to-video, text-to-speech, and video-to-audio.
1
mhassan0000 Mle Workflow
Turns model work into a production ML system with data contracts, reproducible training, quality gates, deployable artifacts, and monitoring.
1
mhassan0000 Skill Comply
Measures whether coding agents actually follow skills, rules, or agent definitions by generating test scenarios, running agents, and classifying tool calls to report compliance rates.
1 · bundle
mhassan0000 Team Builder
Composes ad-hoc teams of AI agents from local markdown personas and dispatches them in parallel on a task, then synthesizes their outputs.
1
sethmblack Andrew Ng Expert
Emulates Andrew Ng's teaching style to explain AI and machine learning concepts with structured, practical guidance.
6
sethmblack David Hume Expert
Embody David Hume's empiricist and skeptical method to analyze causal claims, inductive arguments, moral reasoning, and metaphysical concepts.
6
galyarderlabs Company Creator
Creates agent company packages conforming to the Agent Companies specification, either from scratch or by wrapping an existing repository.
20 · bundle
diegosouzapw Ace
Orchestrates multi-agent project builds with persistent state, parallel execution, and atomic git commits.
54 · bundle
diegosouzapw Vox
Runs a local voice MCP server in Rust for text-to-speech and speech-to-text, with build, test, and configuration guidance.
54 · bundle
diegosouzapw N8n
Builds and debugs n8n workflows, covering nodes, RAG with vector stores, the REST API, Code node scripts, expressions, and Docker hosting.
54 · bundle
diegosouzapw Aif
Sets up Claude Code for a project by analyzing the tech stack, installing relevant skills from skills.sh, generating custom skills, and configuring MCP servers.
54 · bundle
diegosouzapw Jax
Provides guidance on using JAX for machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control flow, and parallelism.
54 · bundle
diegosouzapw LLM
Routes prompts to any LLM model across multiple providers via CLI tools or APIs, with auto-discovery of new models and benchmark data.
54 · bundle
diegosouzapw Mhc
Implements Manifold-Constrained Hyper-Connections (mHC) using Doubly Stochastic Matrices to improve deep learning stability.
54 · bundle
diegosouzapw Bloom
Analyzes recent conversation messages to identify a supporter personality type and generate a shareable identity card with tool recommendations.
54 · bundle
diegosouzapw Learn
Discovers, installs, and manages AI agent skills from agentskill.sh, including searching, installing mid-session, scanning for security issues, and providing feedback.
54 · bundle
diegosouzapw Mcpmu
Install, configure, and manage MCP servers through the mcpmu CLI, including registration with Claude Code, namespaces, permissions, and serve mode.
54 · bundle
diegosouzapw Glm5
Spawns GLM-5 powered teammates with native thinking mode for coding, review, testing, planning, and research tasks.
54 · bundle
diegosouzapw Takt
Orchestrates multi-agent workflows defined in YAML piece files, delegating tasks to team members and managing state transitions.
54 · bundle
oyi77 Vilona
Provides foundational infrastructure for the agent ecosystem, including entity memory management, model routing, and integration with the 1ai-skills hook system.
10
oyi77 Teamwork
Creates and manages AI agent teams for complex engineering tasks, with model routing, cost optimization, and performance evaluation.
10
oyi77 Agent Docs
Writes documentation optimized for AI agent consumption, including SKILL.md, README, and API docs, using layered context hierarchies and RAG-friendly formatting.
10
oyi77 Paperpod
Provides isolated, agent-native sandboxes for code execution, live preview URLs, browser automation, and access to 50+ tools via CLI or HTTP, with no SDK or API keys required.
10
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 notebooklm-py, tensorflow, mariadb-vector. 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.