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 Notion Automation V3 2Notion Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. 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 Stripe Automation V3 2
Stripe Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. 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 Activecampaign Automation 3
ActiveCampaign Automation via Rube MCP workflow skill. Use this skill when the user needs Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. 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 Context Window Management 3
Context Window Management workflow skill. Use this skill when the user needs Strategies for managing LLM context windows including and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Multi Agent Brainstorming 2
Multi-Agent Brainstorming (Structured Design Review) workflow skill. Use this skill when the user needs Simulate a structured peer-review process using multiple specialized agents to validate designs, surface hidden assumptions, and identify failure modes before implementation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Cal Com Automation V2 2
Cal.com Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. 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 Clickup Automation V2 2
ClickUp Automation via Rube MCP workflow skill. Use this skill when the user needs Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations 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 Datadog Automation V2 2
Datadog Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. 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 Discord Automation V2 2
Discord Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. 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 Dropbox Automation V2 2
Dropbox Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations 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 Hubspot Automation V2 2
HubSpot CRM Automation via Rube MCP workflow skill. Use this skill when the user needs Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Hubspot Automation V3 2
HubSpot CRM Automation via Rube MCP workflow skill. Use this skill when the user needs Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Hubspot Automation 2
HubSpot CRM Automation via Rube MCP workflow skill. Use this skill when the user needs Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Outlook Automation 2
Outlook Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. 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 Posthog Automation 2
PostHog Automation via Rube MCP workflow skill. Use this skill when the user needs Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. 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 Prompt Engineering 3
Prompt Engineering Patterns workflow skill. Use this skill when the user needs Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Pydantic Models Py 3
Pydantic Models workflow skill. Use this skill when the user needs Create Pydantic models following the multi-model pattern for clean API contracts and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle RAG Implementation 3
RAG Implementation Workflow workflow skill. Use this skill when the user needs RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Shopify Automation 2
Shopify Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. 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 Todoist Automation 2
Todoist Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Todoist task management, projects, sections, filtering, and bulk operations 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 Twitter Automation 2
Twitter/X Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. 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 Webflow Automation 2
Webflow Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders 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 Zendesk Automation 2
Zendesk Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. 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 Copilot Sdk V2 2
GitHub Copilot SDK workflow skill. Use this skill when the user needs Build applications that programmatically interact with GitHub Copilot. The SDK wraps the Copilot CLI via JSON-RPC, providing session management, custom tools, hooks, MCP server integration, and streaming across Node.js, Python, Go, and .NET and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle MCP Builder V3 2
MCP Server Development Guide workflow skill. Use this skill when the user needs Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle MCP Builder V4 2
MCP Server Development Guide workflow skill. Use this skill when the user needs Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Advanced Evaluation 3
Advanced Evaluation workflow skill. Use this skill when the user needs This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise comparison, position bias, evaluation pipelines, or automated quality assessment and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Agent Manager Skill 3
Agent Manager Skill workflow skill. Use this skill when the user needs Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Airtable Automation 3
Airtable Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. 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 Bamboohr Automation 3
BambooHR Automation via Rube MCP workflow skill. Use this skill when the user needs Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. 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 Basecamp Automation 3
Basecamp Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Basecamp project management, to-dos, messages, people, and to-do list organization 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 Calendly Automation 3
Calendly Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration 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 Circleci Automation 3
CircleCI Automation via Rube MCP workflow skill. Use this skill when the user needs Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. 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 Context Compression 3
Context Compression Strategies workflow skill. Use this skill when the user needs When agent sessions generate millions of tokens of conversation history, compression becomes mandatory. The naive approach is aggressive compression to minimize tokens per request and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Conversation Memory 3
Conversation Memory workflow skill. Use this skill when the user needs Persistent memory systems for LLM conversations including and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Docusign Automation 3
DocuSign Automation via Rube MCP workflow skill. Use this skill when the user needs Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. 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.
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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 notion-automation-v3, stripe-automation-v3, activecampaign-automation. 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.