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
lovits Triage
Move issues and external PRs through a state machine of triage roles, categorise, verify, grill if needed, and write agent-ready briefs.
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lovits Arxiv Reader
利用python，指定某个arxiv_id/url， 基于 LLM Agent 对这篇arxiv论文进行分类与深度阅读，直接print打印阅读笔记
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lovits Awesome Novel
和 AI 协作写小说的工作流系统。9 个 agent 协作完成从设定到归档的完整写作流程。入口检测 → 初始化/迁移 → 交 novel-agent 调度。适用场景：从零写新小说、导入已有小说。
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jrennie99-glitch Claims
Claims-based authorization for agents and operations. Grant, revoke, and verify permissions for secure multi-agent coordination. Use when: permission management, access control, secure operations, authorization checks. Skip when: open access, no security requirements, single-agent local work.
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jrennie99-glitch Agent Tester
Agent skill for tester - invoke with $agent-tester
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jrennie99-glitch Agent Sandbox
Agent skill for sandbox - invoke with $agent-sandbox
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jrennie99-glitch Aidefence
AI Manipulation Defense System with self-learning prompt injection detection and adaptive mitigation
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jrennie99-glitch V2 Compat
V2 backward compatibility layer mapping underscore-based MCP tool names to V3 slash-based implementations with parameter translation
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jrennie99-glitch Agent Pr Manager
Agent skill for pr-manager - invoke with $agent-pr-manager
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jrennie99-glitch Turboquant
KV cache compression for LLM inference — 4.4x compression, 2x context capacity, near-lossless quality. ICLR 2026 paper implementation with vLLM integration.
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jrennie99-glitch Agent Swarm Issue
Agent skill for swarm-issue - invoke with $agent-swarm-issue
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jrennie99-glitch Agent Github Modes
Agent skill for github-modes - invoke with $agent-github-modes
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jrennie99-glitch Agent Safla Neural
Agent skill for safla-neural - invoke with $agent-safla-neural
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jrennie99-glitch Agent Code Analyzer
Agent skill for code-analyzer - invoke with $agent-code-analyzer
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jrennie99-glitch Agent Load Balancer
Agent skill for load-balancer - invoke with $agent-load-balancer
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aniruddhaadak80 Google Meet
Join a Google Meet call, transcribe live captions, optionally speak in realtime, and do the followup work afterwards. Use when the user asks the agent to sit in on a meeting, take notes, summarize, respond in-call, or action items from it.
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aniruddhaadak80 Spotify
Spotify: play, search, queue, manage playlists and devices.
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aniruddhaadak80 Native MCP
MCP client: connect servers, register tools (stdio/HTTP).
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aniruddhaadak80 Heartmula
HeartMuLa: Suno-like song generation from lyrics + tags.
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aniruddhaadak80 Gif Search
Search/download GIFs from Tenor via curl + jq.
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aniruddhaadak80 LLM Wiki
Karpathy's LLM Wiki: build/query interlinked markdown KB.
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aniruddhaadak80 Ascii Art
ASCII art: pyfiglet, cowsay, boxes, image-to-ascii.
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aniruddhaadak80 Github Auth
GitHub auth setup: HTTPS tokens, SSH keys, gh CLI login.
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aniruddhaadak80 Dspy
DSPy: declarative LM programs, auto-optimize prompts, RAG.
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aniruddhaadak80 Simpo Training
Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.
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aniruddhaadak80 Obsidian
Read, search, create, and edit notes in the Obsidian vault.
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aniruddhaadak80 Apple Reminders
Apple Reminders via remindctl: add, list, complete.
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aniruddhaadak80 Model Benchmark
Benchmark LLM performance across tasks — latency, quality, cost comparison.
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aniruddhaadak80 Daemon Watchdog
24/7 system health monitoring, auto-restart crashed services, and multi-channel alerting (Discord, Slack, email).
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saranskumar Auth Strategy Designer
Design authentication and authorization strategy for a product or MVP. Use when the team needs sign-in methods, session model, user/workspace membership, roles, tenant boundaries, invitation flows, or permission enforcement plans.
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arjumaan Crewai
Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies.
1
arjumaan Jobgpt
Job search automation, auto apply, resume generation, application tracking, salary intelligence, and recruiter outreach using the JobGPT MCP server.
1
arjumaan Blueprint
Turn a one-line objective into a step-by-step construction plan any coding agent can execute cold. Each step has a self-contained context brief — a fresh agent in a new session can pick up any step without reading prior steps.
1
richardnguyen0715 Code Review And Quality
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensions before it enters the main branch.
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seb1n Agent Evaluation
Design reproducible evaluations for AI agents with representative task sets, explicit rubrics, appropriate graders, baselines, regression gates, and failure analysis. Use when defining agent quality, comparing prompts or models, validating a release, measuring tool-use reliability, investigating regressions, or deciding whether an agent is ready for production.
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seb1n Hyperparameter Tuning
Optimize machine learning model hyperparameters using grid search, random search, Bayesian optimization, and Hyperband to maximize model performance within a compute budget. Use when the user requests hyperparameter tuning or provides relevant inputs for this workflow.
159
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 agent-evaluation, dspy, aidefence. 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.