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
samyakjhaveri Prompt Improver
Researches conversation and code context to generate 1-6 targeted clarifying questions when a prompt is vague, then executes the original request.
0
samyakjhaveri Council
Runs a structured multi-agent deliberation: four specialist agents write independent position papers, two cross-examiners debate them, and the orchestrator synthesizes a final recommendation with implementation plan and risk register.
0
neuralblitz Ray
Scales AI and Python applications across clusters with distributed computing primitives for ML workloads.
1
neuralblitz AI Ethics
Guides the implementation of ethical AI principles, including fairness auditing, bias mitigation, explainability, accountability, and privacy protection in machine learning systems.
1
neuralblitz Algorithms
Implements and applies algorithms concepts, designs solutions using algorithmic principles, and optimizes performance for algorithm implementations.
1
neuralblitz Complexity
Analyzes algorithm time and space complexity, classifies problems by complexity classes, proves NP-completeness, and designs approximation algorithms.
1
neuralblitz Agent Tools
Runs 150+ AI apps in the cloud via the inference.sh CLI, covering image generation, video creation, LLMs, web search, 3D generation, and Twitter automation.
1 · bundle
neuralblitz Astrophysics
Analyzes stellar structure, galactic dynamics, orbital mechanics, gravitational lensing, cosmic microwave background, and exoplanet detection methods.
1
auto-skiller Pyragify
Converts code repositories and document directories into semantically-chunked text files optimized for NotebookLM ingestion, with support for config files and incremental processing.
1 · bundle
auto-skiller Autobrowse
Builds reliable browser automation skills by iteratively running a browsing task, reading the trace, and improving the navigation strategy until it passes consistently.
1 · bundle
mhassan0000 MCP Builder
Guides the creation of high-quality MCP servers, covering design, implementation, testing, and evaluation for Python and TypeScript.
1 · bundle
mhassan0000 Loop Library
Discovers, audits, repairs, adapts, and designs bounded AI-agent loops with explicit triggers, actions, verification, stopping conditions, guardrails, and handoffs.
1 · bundle
mhassan0000 Taste
Provides a creative-direction layer for music videos and short-form edits, defining an angelcore/cloud-trance/hyperpop aesthetic with mood, color, light, and beat-synced editing grammar, and orchestrating video production skills into a pipeline.
1 · bundle
mhassan0000 Agent Eval
Compares coding agents head-to-head on reproducible tasks, measuring pass rate, cost, time, and consistency.
1
mhassan0000 Fal 3d
Generates 3D models from text or images via fal.ai, useful for game assets, AR previews, product mockups, and concept sculpting.
1
sethmblack Fei Fei Li Expert
Embody the voice and methodology of AI researcher Fei-Fei Li to enhance technical content with data-centric and human-centered perspectives.
6
diegosouzapw Rei
Configures Rei Qwen3 Coder as a model provider for Clawdbot, including setup scripts, model switching, and troubleshooting 403 errors.
54 · bundle
diegosouzapw Agno
Build AI agents, multi-agent teams, and agentic workflows using the Agno framework, with reference files covering agents, teams, workflows, memory, knowledge, and deployment.
54 · bundle
oyi77 Ruvector
Generates and manages vector embeddings for semantic search and RAG retrieval across knowledge bases, with self-learning capabilities.
10
oyi77 Hive Mind
Syncs key-value preferences and state across multiple agents using a shared TiDB Zero database, with optional auto-provisioning of a free ephemeral database.
10
oyi77 RAG Builder
Designs and implements RAG pipelines, covering document chunking, embedding strategies, hybrid search, answer synthesis with source attribution, and evaluation using RAGAS metrics.
10
oyi77 Auto Evolve
Continuously monitors system performance, identifies improvement opportunities, and orchestrates skill discovery and creation to autonomously evolve capabilities.
10
oyi77 Auto Learner
Improves skills by analyzing execution data to identify patterns in successful versus failed runs, staging changes for human approval.
10
oyi77 Crewai Agents
Orchestrate multi-agent workflows with CrewAI, defining role-based agents, tasks, crews, and custom tools for sequential or hierarchical collaboration.
10
oyi77 Gemini API Dev
Build applications with the Google Gemini API, covering chat completions, multimodal inputs, function calling, streaming, and grounding with Google Search.
10
oyi77 Trendradar
Monitors trending topics across 35+ platforms, aggregates trends, analyzes sentiment, and provides real-time notifications via MCP tools.
10
demerzels-lab Dgr
Produces a machine-validated, auditable JSON decision record with assumptions, risks, recommendation, and review gating for high-stakes decisions.
10 · bundle
vikingokft Gemini Live API Dev
Builds real-time, bidirectional streaming applications with the Gemini Live API, covering WebSocket audio/video/text streaming, VAD, function calling, session management, ephemeral tokens, and live translation across Python and JavaScript SDKs.
0
tools-only 085 Aeon 556c1766
Provides guidance on using the Aeon library for time series forecasting, covering model selection, implementation, and evaluation.
7 · bundle
johnalbertini14-glitch Villain Mint
Mint a unique 1/1 villain NFT from CHUM's agent-only collection on Solana, with a 0.001 SOL mint fee plus network fees.
1 · bundle
phoroth Cirq
Design, simulate, and run quantum circuits on simulators and quantum hardware using Google's Cirq framework.
3
phoroth AI Ml
Orchestrates AI/ML workflows for building LLM applications, RAG systems, AI agents, and ML pipelines, covering design, integration, observability, and security.
3
phoroth Crewai
Designs collaborative AI agent teams using the CrewAI framework, covering agent roles, task decomposition, crew orchestration, process types, memory systems, and event-driven flows.
3
phoroth Jobgpt
Automates job search, auto-apply, resume generation, application tracking, salary intelligence, and recruiter outreach via the JobGPT MCP server.
3
phoroth Mmx CLI
Generates text, images, video, speech, and music, and performs web searches via the MiniMax AI platform using the mmx terminal CLI.
3
phoroth Doc2math
Formalizes narrative technical documents into structured mathematical problem specifications with variables, constraints, objectives, and uncertainty, citing evidence and flagging missing information.
3
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 pyragify, 085-aeon_556c1766, ray. 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.