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.

eosbot Skill

Ragic Automation

Automate Ragic tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Reply Automation

Automate Reply tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Rkvst Automation

Automate Rkvst tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Spoki Automation

Automate Spoki tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Tally Automation

Automate Tally tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Tomba Automation

Automate Tomba tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Turso Automation

Automate Turso tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Venly Automation

Automate Venly tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Visme Automation

Automate Visme tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

2chat Automation

Automate 2chat tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Accelo Automation

Automate Accelo tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Agenty Automation

Automate Agenty tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
diegosouzapw Bundle

Agents Md 5

Maintaining AGENTS.md workflow skill. Use this skill when the user needs This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Enforces research-backed best practices for minimal, high-signal agent documentation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

54 Sep 22
diegosouzapw Bundle

Prompt Engineer 6

prompt-engineer workflow skill. Use this skill when the user needs prompts transformed into clearer, safer, and more reliable prompts while preserving upstream workflow context, copied support files, and provenance before merge or handoff.

54 Sep 22
diegosouzapw Bundle

Multi Agent Patterns 3

Multi-Agent Architecture Patterns workflow skill. Use this skill when the user needs This skill should be used when the user asks to "design multi-agent system", "implement supervisor pattern", "create swarm architecture", "coordinate multiple agents", or mentions multi-agent patterns, context isolation, agent handoffs, sub-agents, or parallel agent execution and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

54 Sep 22
eosbot Skill

Agiled Automation

Automate Agiled tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Aivoov Automation

Automate Aivoov tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Amazon Automation

Automate Amazon tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Apaleo Automation

Automate Apaleo tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Apex27 Automation

Automate Apex27 tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Apilio Automation

Automate Apilio tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Ascora Automation

Automate Ascora tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Beamer Automation

Automate Beamer tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Bonsai Automation

Automate Bonsai tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
eosbot Skill

Borneo Automation

Automate Borneo tasks via Composio MCP (Composio). Always search tools first for current schemas.

Sep 22
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MCP Builder 6

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 Sep 22
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Gitlab Automation 3

GitLab Automation via Rube MCP workflow skill. Use this skill when the user needs Automate GitLab project management, issues, merge requests, pipelines, branches, and user 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 Sep 22
diegosouzapw Bundle

Google Drive Automation 3

Google Drive workflow skill. Use this skill when the user needs Lightweight Google Drive integration with standalone OAuth authentication. No MCP server required. Full read/write access and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

54 Sep 22
diegosouzapw Bundle

Googlesheets Automation 3

Google Sheets Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

54 Sep 22
diegosouzapw Bundle

Hubspot Automation 3

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 Sep 22
diegosouzapw Bundle

Helpdesk Automation 3

HelpDesk 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 Sep 22
diegosouzapw Bundle

Google Calendar Automation 3

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 Sep 22
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Git Pr Workflows Git Workflow 3

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 Sep 22
kaleemahmed123 Skill

Context Creator

Extract every piece of context needed to build a project — from an SRS, problem statement, verbal idea, or existing codebase — through a structured interview. Generates all project context files so every future agent session has full awareness.

Sep 22
abeck617 Skill

AI Prospecting

Run AI prospecting against a target company to rank the likely buyers/champions to approach at that ACCOUNT, using the Onfire `ai_prospecting` tool. Use when the user wants prospects for an account, a ranked list of who to talk to at a company, or a batch run across multiple companies, and wants the engine to decide who is best. NOT for deterministic title/persona/seniority/location/technology lookups (route those to `ask_onfire` over the contact entity) or single-person "is X worth a meeting" checks. Covers `action='run'`, the dataset-backed response and how to query it, the polling pattern for long runs, and the shadow-schema test mode.

Sep 22
skillmedev Skill

Prompt To Skill

Converts a prompt a user runs repeatedly into a reusable, paid-quality SKILL.md. Use when someone says "I keep pasting this prompt", "turn this prompt into a skill", "package this workflow", or has a recurring task pattern they want portable across projects and sessions. Do NOT use to author a skill from a capability idea with no existing prompt (use skill-creator) or to restructure an existing SKILL.md (use skill-author).

Sep 22

Frequently asked questions

What are AI & ML agent skills?

Which AI & ML skills are most installed?

Popular AI & ML skills on SkillMD right now include ragic-automation, reply-automation, rkvst-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.