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
antigravity Tokenwise
Auto-routes Claude Code subtasks to the cheapest capable model (Haiku/Sonnet/Opus), logs token costs, and A/B tests tiers to validate savings against real workloads.
42.4k
antigravity AI Product
Guides building production-grade AI features with LLM integration patterns, RAG architecture, prompt engineering, and cost optimization.
42.4k
antigravity Arrowspace
Augments nearest-neighbour search with graph Laplacian features to retrieve items based on both semantic similarity and structural role.
42.4k
antigravity Claude API
Build LLM-powered applications using the Claude API, Anthropic SDKs, or the Agent SDK with language-specific guidance and best practices.
42.4k · bundle
antigravity Daily Gift
Decides whether a personalized gift should be created each day, then generates it as an interactive H5 page, AI image, or AI video through a five-stage creative pipeline.
42.4k
antigravity Evaluation
Build evaluation frameworks for agent systems, covering rubric design, test set creation, and automated evaluation pipelines.
42.4k
antigravity Faf Expert
Configure and optimize .faf files, MCP servers, and bi-directional sync for AI context across multiple platforms, with championship scoring to achieve 85%+ AI-readiness.
42.4k
antigravity Helium MCP
Search and analyze news articles with media bias context, get balanced perspectives, access live stock/ETF/crypto data with AI analysis, and find memes by semantic meaning.
42.4k
antigravity Yann Lecun
Simulates Yann LeCun, inventor of CNNs and Chief AI Scientist at Meta, for conversations about AI, deep learning, and related topics.
42.4k
alirezarezvani Loop Library
Discover, audit, repair, adapt, and design bounded, verifiable AI-agent loops with explicit triggers, actions, stopping conditions, and guardrails.
20.4k · bundle
nvidia Deepstream Sop
Build, deploy, evaluate, debug, and measure latency for a GPU-accelerated FastAPI service that detects whether operators perform assembly-line steps in order via event boundary detection and VLM classification.
2.2k · bundle
nvidia Amc Run Video Calibration
Calibrate a new dataset from pre-recorded video files via the AutoMagicCalib REST API.
2.2k · bundle
nvidia Deepstream Generate Pipeline
Builds and validates DeepStream GStreamer pipelines through an interactive questionnaire and a BM25 retrieval engine over 270+ verified pipelines.
2.2k · bundle
nvidia Earth2studio Create Datasource
Create and validate Earth2Studio data source wrappers (DataSource, ForecastSource, DataFrameSource, ForecastFrameSource) from remote stores like S3, GCS, Azure, HTTP, or HuggingFace.
2.2k · bundle
nvidia Cuopt Multi Objective Exploration
Trace and interpret the Pareto frontier across competing objectives using repeated single-objective cuOpt solves (weighted-sum and ε-constraint).
2.2k · bundle
affaan-m Ecc Recipes
Maps a described workflow to the right ECC command-group with run-order and stop condition, and browses all command-group recipe families.
226k
affaan-m Loop Design Check
Designs and reviews feedback loops for AI agents to ensure goals are machine-decidable, loops are damped, and human judgment is preserved.
226k
antigravity Odw
Orchestrate dynamic multi-agent workflows with parallel agents and adversarial verification via a local daemon, or fall back to native agent orchestration.
42.4k
antigravity Loopy
Discover, compare, audit, repair, adapt, craft, run, debrief, and publish repeatable AI-agent loops for engineering workflows.
42.4k · bundle
antigravity Hf MCP
Search models, datasets, Spaces, and papers on Hugging Face Hub, retrieve repository details and documentation, run compute jobs, and use Gradio Spaces as AI tools via MCP server tools.
42.4k
antigravity Hf Mem
Estimates GPU memory required to load Safetensors or GGUF model weights for inference from the Hugging Face Hub using HTTP Range requests, without downloading weights locally.
42.4k
antigravity Dispatch
Delegate tasks to OpenAI Codex CLI and Google Antigravity CLI from Claude Code with topic-aware sessions.
42.4k
cloudflare Agents Sdk
Build AI agents on Cloudflare Workers using the Agents SDK, covering stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, chat applications, voice agents, and browser automation.
2.1k · bundle
cloudflare Cloudflare Email Service
Send and receive transactional emails using Cloudflare Email Service, including Workers binding, REST API, Agents SDK integration, and email routing with deliverability setup.
2.1k · bundle
openai Speech
Generate spoken audio for narration, voiceovers, IVR prompts, and accessibility reads using the OpenAI Audio API with bundled CLI and built-in voices.
23.3k · bundle
openai Transcribe
Transcribe audio files to text with optional speaker diarization and known-speaker hints using OpenAI models.
23.3k · bundle
openai Openai Docs
Provides authoritative, current guidance from OpenAI developer docs using the developers.openai.com MCP server, including model selection, API migration, and prompt-upgrade guidance.
23.3k · bundle
openai Chatgpt Apps
Scaffold, build, and refactor ChatGPT Apps SDK projects with a docs-first workflow, combining MCP servers and widget UIs.
23.3k · bundle
openai Migrate To Codex
Migrate Claude Code configuration, skills, agents, and MCP servers to Codex project and global files.
23.3k · bundle
openai Gh Address Comments
Finds the open GitHub PR for the current branch and helps address review comments using the gh CLI.
23.3k · bundle
openai Security Threat Model
Performs repository-grounded threat modeling by enumerating trust boundaries, assets, attacker capabilities, abuse paths, and mitigations, then writes a concise Markdown threat model.
23.3k · bundle
dotnet Create Skill
Scaffolds new agent skills conforming to the Agent Skills specification and dotnet/skills repository conventions, generating SKILL.md files with proper frontmatter and directory structures.
4k
dotnet Create Skill Test
Scaffolds eval.yaml test files for agent skills in the dotnet/skills repository, including scenario writing, assertion definition, and rubric creation.
4k
dotnet Create Custom Agent
Scaffolds VS Code custom agent files (.agent.md) with YAML frontmatter, tool configuration, handoffs, and instructions for specialized AI personas.
4k
dotnet Grade Tests
Grades individual test methods and produces a compact markdown table with a letter grade, score band, and one-line note for each test.
4k
dotnet MCP Csharp Test
Test C# MCP servers at unit and integration levels using xUnit, Moq, and the MCP client SDK.
4k · bundle
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 migrate-to-codex, security-threat-model, loopy. 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.