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 Helpdesk Automation 2HelpDesk Automation via Rube MCP workflow skill. Use this skill when the user needs Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. 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 Intercom Automation 2
Intercom Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. 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 Linkedin Automation 2
LinkedIn Automation via Rube MCP workflow skill. Use this skill when the user needs Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. 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 Mixpanel Automation 2
Mixpanel Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. 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 Postmark Automation 2
Postmark Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. 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 Project Development 2
Project Development Methodology workflow skill. Use this skill when the user needs This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent-assisted development and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Telegram Automation 2
Telegram Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. 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 Whatsapp Automation 2
WhatsApp Business Automation via Rube MCP workflow skill. Use this skill when the user needs Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. 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 V3 2
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 RAG Implementation V3 2
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 V3 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 Zendesk Automation V2 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 Zendesk Automation V3 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 Google Calendar Automation 2
Google Calendar workflow skill. Use this skill when the user needs Lightweight Google Calendar integration with standalone OAuth authentication. No MCP server required and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Microsoft Teams Automation 2
Microsoft Teams Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. 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 Airtable Automation V3 2
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 V2 2
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 V2 2
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 V2 2
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 V2 2
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 V2 2
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 V2 2
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 V2 2
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.
54 - diegosouzapw Bundle Gemini API Integration 2
Gemini API Integration workflow skill. Use this skill when the user needs integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Google Docs Automation 2
Google Docs workflow skill. Use this skill when the user needs Lightweight Google Docs integration with standalone OAuth authentication. No MCP server required and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle High End Visual Design 2
Agent Skill: Principal UI/UX Architect & Motion Choreographer (Awwwards-Tier) workflow skill. Use this skill when the user needs designing expensive agency-grade interfaces with premium fonts, spatial rhythm, soft depth, and fluid microinteractions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Zoho Crm Automation V2 2
Zoho CRM Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. 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 Dbt Transformation Patterns 3
dbt Transformation Patterns workflow skill. Use this skill when the user needs Production-ready patterns for dbt (data build tool) including model organization, testing strategies, documentation, and incremental processing and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Outlook Calendar Automation 2
Outlook Calendar Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. 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 Patterns 3
Prompt Engineering Patterns workflow skill. Use this skill when the user needs Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Voice AI Engine Development 2
Voice AI Engine Development workflow skill. Use this skill when the user needs Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Bitbucket Automation V2 2
Bitbucket Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Bitbucket repositories, pull requests, branches, issues, and workspace management 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 Context Fundamentals V2 2
Context Engineering Fundamentals workflow skill. Use this skill when the user needs Context is the complete state available to a language model at inference time. It includes everything the model can attend to when generating responses: system instructions, tool definitions, retrieved documents, message history, and tool outputs and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Design Orchestration V2 2
Design Orchestration (Meta-Skill) workflow skill. Use this skill when the user needs Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Embedding Strategies V2 2
Embedding Strategies workflow skill. Use this skill when the user needs Guide to selecting and optimizing embedding models for vector search applications and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
54 - diegosouzapw Bundle Embedding Strategies V3 2
Embedding Strategies workflow skill. Use this skill when the user needs Guide to selecting and optimizing embedding models for vector search applications 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 helpdesk-automation, intercom-automation, linkedin-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.