AI & ML
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.
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diegosouzapw Bundle Freshdesk Automation V2 2Freshdesk Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Hugging Face Evaluation 2
Overview workflow skill. Use this skill when the user needs Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations with vLLM/lighteval. Works with the model-index metadata format and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle LLM Application Dev Langchain Agent 2
LangChain/LangGraph Agent Development Expert workflow skill. Use this skill when the user needs You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle LLM Application Dev Prompt Optimize 2
Prompt Optimization workflow skill. Use this skill when the user needs You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Hybrid Search Implementation V2 2
Hybrid Search Implementation workflow skill. Use this skill when the user needs Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Git Pr Workflows Git Workflow V2 2
Complete Git Workflow with Multi-Agent Orchestration workflow skill. Use this skill when the user needs Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Agent Orchestration Multi Agent Optimize 3
Multi-Agent Optimization Toolkit workflow skill. Use this skill when the user needs Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Error Debugging Multi Agent Review V2 2
Multi-Agent Code Review Orchestration Tool workflow skill. Use this skill when the user needs working with error debugging multi agent review and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
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johnalbertini14-glitch Bundle Fast IoWorkspaces for agentic teams. Complete agent guide with all 19 consolidated tools using action-based routing — parameters, workflows, ID formats, and constraints. Use this skill when agents need shared workspaces to collaborate with other agents and humans, create branded shares (Send/Receive/Exchange), or query documents using built-in AI. Supports ownership transfer to humans, workspace management, workflow primitives (tasks, worklogs, approvals, todos), and real-time collaboration. Free agent plan with 50 GB storage and 5,000 monthly credits.
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humaisali Bundle Huggingface Local ModelsUse to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-compatible local serving.
- humaisali Skill Routerbase Model Gateway
Integrate RouterBase as an OpenAI-compatible model gateway for routing GPT, Claude, Gemini, media, audio, and embedding requests.
- humaisali Skill Pydantic Models Py
Create Pydantic models following the multi-model pattern for clean API contracts.
- humaisali Skill Uizze UI Research
Use when building or reviewing web and iOS product UI and you need real UI references, structured design contracts, or implementation validation through UIZZE MCP.
- humaisali Skill Gitlab Automation
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
- humaisali Skill Render Automation
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
- humaisali Skill Vercel Automation
Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.
- humaisali Skill Activecampaign Automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
- humaisali Skill Antigravity Agent Manager
Configure and orchestrate parallel agents using the standalone Antigravity 2.0 Agent Manager and Antigravity IDE.
- humaisali Skill Context Window Management
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot
- humaisali Skill Ejentum Reasoning Harness
MCP server exposing four cognitive harness modes (reasoning, code, anti-deception, memory). Each call returns an engineered scaffold (failure pattern, procedure, suppression vectors, falsification test) the agent ingests before generating.
- humaisali Skill Hierarchical Agent Memory
Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to the right sub-context.
- humaisali Skill Multi Agent Brainstorming
Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation.
- humaisali Skill Seek And Analyze Video
Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence
- humaisali Bundle Huggingface Zerogpu
AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGPU Space, or handling ZeroGPU-specific code constraints — pickle-based process...
- humaisali Skill Discord Automation
Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.
- humaisali Skill MCP Tool Developer
Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing.
- humaisali Bundle Weaviate Cookbooks
Build Weaviate AI apps from official cookbook blueprints for RAG, agentic RAG, data exploration, multimodal PDF search, async clients, and frontends.
- johnalbertini14-glitch Bundle Mansion
Zoro Agent Architecture: The Mansion
1 - johnalbertini14-glitch Bundle Mlx Brain
MLX Brain - 맥북 MLX LLM 오케스트레이터
1 - johnalbertini14-glitch Bundle Atxp
Agent wallet, identity, and paid tools in one package. Register an agent, fund it via Stripe or USDC, then use the balance for web search, AI image generation, AI video generation, AI music creation, X/Twitter search, email send/receive, and 100+ LLM models. The funding and identity layer for autonomous agents that need to spend money, send messages, or call paid APIs.
1 - johnalbertini14-glitch Bundle Mintclub
Mint Club V2 — Agent Skill
1 - johnalbertini14-glitch Bundle Agent Rpg
Agent RPG Engine
1 - johnalbertini14-glitch Bundle Moltpay
MOLTPAY - The Fortified Agent-to-Agent Resource Protocol 🛡️⛓️
1 - johnalbertini14-glitch Bundle Memory
Infinite organized memory that complements your agent's built-in memory with unlimited categorized storage.
1 - johnalbertini14-glitch Bundle Symbiont
Symbiont Agent Development Skills Guide
1 - johnalbertini14-glitch Bundle Swarmind
Multi-agent collaborative task management with Kanban workflow - enables agents and humans to work together on teams, tasks, and projects
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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 freshdesk-automation-v2, hugging-face-evaluation, llm-application-dev-langchain-agent. Rankings shift as installs change; sort this page by "Most installs" 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@latest add <owner>/<name>, or copy the file into your agent's skills directory.